2021-01-29 02:49:47,356 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 (default, Jan 8 2020, 19:59:22) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti CUDA_HOME: /mnt/lustre/share/polaris/dep/cuda-9.0-cudnn7.6.5 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 5.4.0 PyTorch: 1.5.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 912ce228837d1ce28e1a61806118835de03f5751) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_70,code=compute_70 - CuDNN 7.6.5 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_INTERNAL_THREADPOOL_IMPL -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.6.0 OpenCV: 4.2.0 MMCV: 1.2.5 MMCV Compiler: GCC 5.4 MMCV CUDA Compiler: 9.0 MMAction2: 0.10.0+3f1f241 ------------------------------------------------------------ 2021-01-29 02:49:47,358 - mmaction - INFO - Distributed training: True 2021-01-29 02:49:47,358 - mmaction - INFO - Config: /mnt/lustre/linjintao/try/mmaction2_mobilenetv2/configs/recognition/tsm/tsm_mobilenetv2_dense_1x1x8_100e_kinetics400_rgb.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='MobileNetV2TSM', shift_div=8, num_segments=8, is_shift=True, pretrained='mmcls://mobilenet_v2'), cls_head=dict( type='TSMHead', num_segments=8, num_classes=400, in_channels=1280, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.5, init_std=0.001, is_shift=True)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips='prob') # dataset settings dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train_320p' data_root_val = 'data/kinetics400/rawframes_val_320p' ann_file_train = 'data/kinetics400/kinetics_train_list_hd320.txt' ann_file_val = 'data/kinetics400/kinetics_val_list_hd320.txt' ann_file_test = 'data/kinetics400/kinetics_val_list_hd320.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='RawFrameDecode', io_backend='memcached', decoding_backend='turbojpeg', **mc_cfg), dict(type='Resize', scale=(-1, 256), lazy=True), 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, lazy=True), dict(type='Resize', scale=(224, 224), keep_ratio=False, lazy=True), dict(type='Flip', flip_ratio=0.5, lazy=True), dict(type='Fuse'), 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, 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=0.00002) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[40, 80]) total_epochs = 100 checkpoint_config = dict(interval=1) evaluation = dict( interval=5, 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/tsm_mobilenetv2_dense_1x1x8_100e_kinetics400_rgb/' # noqa load_from = None resume_from = None workflow = [('train', 1)] 2021-01-29 02:50:22,407 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-42, work_dir: /mnt/lustre/linjintao/try/mmaction2_mobilenetv2/work_dirs/tsm_mobilenetv2_dense_1x1x8_100e_kinetics400_rgb 2021-01-29 02:50:22,407 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2021-01-29 03:06:40,473 - mmaction - INFO - Epoch [1][20/3757] lr: 1.000e-02, eta: 212 days, 2:33:18, time: 48.781, data_time: 47.319, memory: 3385, top1_acc: 0.0164, top5_acc: 0.0383, loss_cls: 6.3640, loss: 6.3640, grad_norm: 4.4318 2021-01-29 03:06:44,689 - mmaction - INFO - Epoch [1][40/3757] lr: 1.000e-02, eta: 106 days, 18:21:01, time: 0.330, data_time: 0.121, memory: 3385, top1_acc: 0.0250, top5_acc: 0.0922, loss_cls: 6.5672, loss: 6.5672, grad_norm: 5.2383 2021-01-29 03:06:48,920 - mmaction - INFO - Epoch [1][60/3757] lr: 1.000e-02, eta: 71 days, 11:29:55, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.0422, top5_acc: 0.1250, loss_cls: 6.0265, loss: 6.0265, grad_norm: 5.4966 2021-01-29 03:06:53,089 - mmaction - INFO - Epoch [1][80/3757] lr: 1.000e-02, eta: 53 days, 19:59:36, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.0344, top5_acc: 0.1289, loss_cls: 5.9967, loss: 5.9967, grad_norm: 5.6550 2021-01-29 03:06:57,325 - mmaction - INFO - Epoch [1][100/3757] lr: 1.000e-02, eta: 43 days, 5:57:22, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.0437, top5_acc: 0.1195, loss_cls: 5.7693, loss: 5.7693, grad_norm: 4.8204 2021-01-29 03:07:01,504 - mmaction - INFO - Epoch [1][120/3757] lr: 1.000e-02, eta: 36 days, 4:32:55, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.0664, top5_acc: 0.1805, loss_cls: 5.2295, loss: 5.2295, grad_norm: 4.0090 2021-01-29 03:07:05,665 - mmaction - INFO - Epoch [1][140/3757] lr: 1.000e-02, eta: 31 days, 3:31:59, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.0758, top5_acc: 0.2008, loss_cls: 5.0183, loss: 5.0183, grad_norm: 3.8966 2021-01-29 03:07:09,956 - mmaction - INFO - Epoch [1][160/3757] lr: 1.000e-02, eta: 27 days, 8:51:19, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.0656, top5_acc: 0.2219, loss_cls: 4.9203, loss: 4.9203, grad_norm: 3.8228 2021-01-29 03:07:14,107 - mmaction - INFO - Epoch [1][180/3757] lr: 1.000e-02, eta: 24 days, 10:14:44, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.0742, top5_acc: 0.2281, loss_cls: 4.8662, loss: 4.8662, grad_norm: 4.1167 2021-01-29 03:07:18,298 - mmaction - INFO - Epoch [1][200/3757] lr: 1.000e-02, eta: 22 days, 1:46:39, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.0836, top5_acc: 0.2281, loss_cls: 4.8399, loss: 4.8399, grad_norm: 4.2439 2021-01-29 03:07:22,615 - mmaction - INFO - Epoch [1][220/3757] lr: 1.000e-02, eta: 20 days, 3:38:17, time: 0.216, data_time: 0.004, memory: 3385, top1_acc: 0.0938, top5_acc: 0.2555, loss_cls: 4.7450, loss: 4.7450, grad_norm: 4.1055 2021-01-29 03:07:26,764 - mmaction - INFO - Epoch [1][240/3757] lr: 1.000e-02, eta: 18 days, 13:06:51, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.0875, top5_acc: 0.2437, loss_cls: 4.7067, loss: 4.7067, grad_norm: 4.3123 2021-01-29 03:07:31,147 - mmaction - INFO - Epoch [1][260/3757] lr: 1.000e-02, eta: 17 days, 4:36:41, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.1109, top5_acc: 0.2672, loss_cls: 4.6130, loss: 4.6130, grad_norm: 4.2282 2021-01-29 03:07:35,447 - mmaction - INFO - Epoch [1][280/3757] lr: 1.000e-02, eta: 16 days, 0:43:12, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.1156, top5_acc: 0.2992, loss_cls: 4.5234, loss: 4.5234, grad_norm: 4.2526 2021-01-29 03:07:39,644 - mmaction - INFO - Epoch [1][300/3757] lr: 1.000e-02, eta: 15 days, 0:30:41, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.1172, top5_acc: 0.2930, loss_cls: 4.5339, loss: 4.5339, grad_norm: 4.6815 2021-01-29 03:07:44,073 - mmaction - INFO - Epoch [1][320/3757] lr: 1.000e-02, eta: 14 days, 3:24:15, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.1258, top5_acc: 0.3000, loss_cls: 4.5016, loss: 4.5016, grad_norm: 4.2419 2021-01-29 03:07:48,400 - mmaction - INFO - Epoch [1][340/3757] lr: 1.000e-02, eta: 13 days, 8:44:58, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.1125, top5_acc: 0.3055, loss_cls: 4.4751, loss: 4.4751, grad_norm: 4.5016 2021-01-29 03:07:52,814 - mmaction - INFO - Epoch [1][360/3757] lr: 1.000e-02, eta: 12 days, 16:11:33, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.0961, top5_acc: 0.2734, loss_cls: 4.5397, loss: 4.5397, grad_norm: 4.2273 2021-01-29 03:07:56,989 - mmaction - INFO - Epoch [1][380/3757] lr: 1.000e-02, eta: 12 days, 1:18:43, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.1266, top5_acc: 0.3109, loss_cls: 4.4444, loss: 4.4444, grad_norm: 4.4310 2021-01-29 03:08:01,481 - mmaction - INFO - Epoch [1][400/3757] lr: 1.000e-02, eta: 11 days, 12:00:10, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.1297, top5_acc: 0.3086, loss_cls: 4.3708, loss: 4.3708, grad_norm: 4.3868 2021-01-29 03:08:05,869 - mmaction - INFO - Epoch [1][420/3757] lr: 1.000e-02, eta: 10 days, 23:56:01, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.1375, top5_acc: 0.3086, loss_cls: 4.4193, loss: 4.4193, grad_norm: 4.4467 2021-01-29 03:08:10,255 - mmaction - INFO - Epoch [1][440/3757] lr: 1.000e-02, eta: 10 days, 12:57:51, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.1242, top5_acc: 0.3344, loss_cls: 4.3034, loss: 4.3034, grad_norm: 4.6468 2021-01-29 03:08:14,808 - mmaction - INFO - Epoch [1][460/3757] lr: 1.000e-02, eta: 10 days, 2:59:02, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.1266, top5_acc: 0.3266, loss_cls: 4.2821, loss: 4.2821, grad_norm: 4.4126 2021-01-29 03:08:19,223 - mmaction - INFO - Epoch [1][480/3757] lr: 1.000e-02, eta: 9 days, 17:48:20, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.1273, top5_acc: 0.2977, loss_cls: 4.3840, loss: 4.3840, grad_norm: 4.7623 2021-01-29 03:08:24,216 - mmaction - INFO - Epoch [1][500/3757] lr: 1.000e-02, eta: 9 days, 9:28:54, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.1320, top5_acc: 0.3148, loss_cls: 4.3252, loss: 4.3252, grad_norm: 4.4234 2021-01-29 03:08:28,620 - mmaction - INFO - Epoch [1][520/3757] lr: 1.000e-02, eta: 9 days, 1:40:51, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.1445, top5_acc: 0.3469, loss_cls: 4.2539, loss: 4.2539, grad_norm: 4.5905 2021-01-29 03:08:33,716 - mmaction - INFO - Epoch [1][540/3757] lr: 1.000e-02, eta: 8 days, 18:35:25, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.1203, top5_acc: 0.3117, loss_cls: 4.3508, loss: 4.3508, grad_norm: 4.7650 2021-01-29 03:08:38,487 - mmaction - INFO - Epoch [1][560/3757] lr: 1.000e-02, eta: 8 days, 11:56:50, time: 0.239, data_time: 0.002, memory: 3385, top1_acc: 0.1227, top5_acc: 0.3320, loss_cls: 4.2353, loss: 4.2353, grad_norm: 4.6222 2021-01-29 03:08:43,640 - mmaction - INFO - Epoch [1][580/3757] lr: 1.000e-02, eta: 8 days, 5:49:46, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.1508, top5_acc: 0.3461, loss_cls: 4.2084, loss: 4.2084, grad_norm: 4.7001 2021-01-29 03:08:48,168 - mmaction - INFO - Epoch [1][600/3757] lr: 1.000e-02, eta: 8 days, 0:00:39, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.1266, top5_acc: 0.3094, loss_cls: 4.3117, loss: 4.3117, grad_norm: 4.4769 2021-01-29 03:08:52,741 - mmaction - INFO - Epoch [1][620/3757] lr: 1.000e-02, eta: 7 days, 18:34:31, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.1523, top5_acc: 0.3625, loss_cls: 4.1211, loss: 4.1211, grad_norm: 4.8519 2021-01-29 03:08:57,635 - mmaction - INFO - Epoch [1][640/3757] lr: 1.000e-02, eta: 7 days, 13:31:55, time: 0.245, data_time: 0.002, memory: 3385, top1_acc: 0.1422, top5_acc: 0.3352, loss_cls: 4.2720, loss: 4.2720, grad_norm: 4.5125 2021-01-29 03:09:03,267 - mmaction - INFO - Epoch [1][660/3757] lr: 1.000e-02, eta: 7 days, 8:54:39, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.1352, top5_acc: 0.3359, loss_cls: 4.2371, loss: 4.2371, grad_norm: 4.5443 2021-01-29 03:09:08,497 - mmaction - INFO - Epoch [1][680/3757] lr: 1.000e-02, eta: 7 days, 4:29:58, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.1617, top5_acc: 0.3664, loss_cls: 4.1360, loss: 4.1360, grad_norm: 4.6092 2021-01-29 03:09:13,279 - mmaction - INFO - Epoch [1][700/3757] lr: 1.000e-02, eta: 7 days, 0:16:23, time: 0.239, data_time: 0.002, memory: 3385, top1_acc: 0.1586, top5_acc: 0.3625, loss_cls: 4.1796, loss: 4.1796, grad_norm: 4.8304 2021-01-29 03:09:18,313 - mmaction - INFO - Epoch [1][720/3757] lr: 1.000e-02, eta: 6 days, 20:19:10, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.1664, top5_acc: 0.3508, loss_cls: 4.1874, loss: 4.1874, grad_norm: 6.4784 2021-01-29 03:09:24,072 - mmaction - INFO - Epoch [1][740/3757] lr: 1.000e-02, eta: 6 days, 16:40:45, time: 0.287, data_time: 0.000, memory: 3385, top1_acc: 0.1453, top5_acc: 0.3398, loss_cls: 4.2641, loss: 4.2641, grad_norm: 4.6997 2021-01-29 03:09:28,728 - mmaction - INFO - Epoch [1][760/3757] lr: 1.000e-02, eta: 6 days, 13:04:52, time: 0.233, data_time: 0.002, memory: 3385, top1_acc: 0.1437, top5_acc: 0.3555, loss_cls: 4.1925, loss: 4.1925, grad_norm: 4.5282 2021-01-29 03:09:34,298 - mmaction - INFO - Epoch [1][780/3757] lr: 1.000e-02, eta: 6 days, 9:47:18, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.1500, top5_acc: 0.3586, loss_cls: 4.1876, loss: 4.1876, grad_norm: 4.6341 2021-01-29 03:09:39,662 - mmaction - INFO - Epoch [1][800/3757] lr: 1.000e-02, eta: 6 days, 6:38:05, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.1641, top5_acc: 0.3812, loss_cls: 4.1296, loss: 4.1296, grad_norm: 4.6825 2021-01-29 03:09:45,061 - mmaction - INFO - Epoch [1][820/3757] lr: 1.000e-02, eta: 6 days, 3:38:16, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.1625, top5_acc: 0.3734, loss_cls: 4.0684, loss: 4.0684, grad_norm: 4.9840 2021-01-29 03:09:50,479 - mmaction - INFO - Epoch [1][840/3757] lr: 1.000e-02, eta: 6 days, 0:47:09, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.1719, top5_acc: 0.3883, loss_cls: 4.1131, loss: 4.1131, grad_norm: 4.7052 2021-01-29 03:09:55,332 - mmaction - INFO - Epoch [1][860/3757] lr: 1.000e-02, eta: 5 days, 21:59:59, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.1570, top5_acc: 0.3828, loss_cls: 4.0383, loss: 4.0383, grad_norm: 4.7304 2021-01-29 03:10:01,491 - mmaction - INFO - Epoch [1][880/3757] lr: 1.000e-02, eta: 5 days, 19:29:39, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.1617, top5_acc: 0.3930, loss_cls: 4.0466, loss: 4.0466, grad_norm: 4.8423 2021-01-29 03:10:07,117 - mmaction - INFO - Epoch [1][900/3757] lr: 1.000e-02, eta: 5 days, 17:02:14, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.1680, top5_acc: 0.4008, loss_cls: 4.0294, loss: 4.0294, grad_norm: 5.0863 2021-01-29 03:10:12,026 - mmaction - INFO - Epoch [1][920/3757] lr: 1.000e-02, eta: 5 days, 14:36:01, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.1633, top5_acc: 0.3977, loss_cls: 4.0499, loss: 4.0499, grad_norm: 4.7773 2021-01-29 03:10:17,687 - mmaction - INFO - Epoch [1][940/3757] lr: 1.000e-02, eta: 5 days, 12:21:45, time: 0.286, data_time: 0.007, memory: 3385, top1_acc: 0.1695, top5_acc: 0.3883, loss_cls: 4.0684, loss: 4.0684, grad_norm: 4.5483 2021-01-29 03:10:23,202 - mmaction - INFO - Epoch [1][960/3757] lr: 1.000e-02, eta: 5 days, 10:11:45, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.1570, top5_acc: 0.3680, loss_cls: 4.0400, loss: 4.0400, grad_norm: 5.2422 2021-01-29 03:10:28,913 - mmaction - INFO - Epoch [1][980/3757] lr: 1.000e-02, eta: 5 days, 8:08:21, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.1781, top5_acc: 0.4109, loss_cls: 3.9645, loss: 3.9645, grad_norm: 4.9181 2021-01-29 03:10:34,342 - mmaction - INFO - Epoch [1][1000/3757] lr: 1.000e-02, eta: 5 days, 6:08:03, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.1523, top5_acc: 0.3727, loss_cls: 4.1423, loss: 4.1423, grad_norm: 4.4876 2021-01-29 03:10:39,686 - mmaction - INFO - Epoch [1][1020/3757] lr: 1.000e-02, eta: 5 days, 4:11:58, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.1719, top5_acc: 0.3937, loss_cls: 3.9988, loss: 3.9988, grad_norm: 4.4666 2021-01-29 03:10:45,173 - mmaction - INFO - Epoch [1][1040/3757] lr: 1.000e-02, eta: 5 days, 2:21:12, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.1789, top5_acc: 0.3977, loss_cls: 4.0145, loss: 4.0145, grad_norm: 4.7766 2021-01-29 03:10:50,833 - mmaction - INFO - Epoch [1][1060/3757] lr: 1.000e-02, eta: 5 days, 0:35:40, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.1672, top5_acc: 0.3867, loss_cls: 3.9920, loss: 3.9920, grad_norm: 4.7254 2021-01-29 03:10:56,553 - mmaction - INFO - Epoch [1][1080/3757] lr: 1.000e-02, eta: 4 days, 22:54:11, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.1734, top5_acc: 0.3828, loss_cls: 4.0040, loss: 4.0040, grad_norm: 4.4881 2021-01-29 03:11:02,000 - mmaction - INFO - Epoch [1][1100/3757] lr: 1.000e-02, eta: 4 days, 21:15:09, time: 0.273, data_time: 0.005, memory: 3385, top1_acc: 0.1750, top5_acc: 0.4008, loss_cls: 3.9940, loss: 3.9940, grad_norm: 4.6798 2021-01-29 03:11:07,757 - mmaction - INFO - Epoch [1][1120/3757] lr: 1.000e-02, eta: 4 days, 19:41:17, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.2023, top5_acc: 0.4109, loss_cls: 3.8746, loss: 3.8746, grad_norm: 4.8707 2021-01-29 03:11:13,904 - mmaction - INFO - Epoch [1][1140/3757] lr: 1.000e-02, eta: 4 days, 18:12:48, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.1641, top5_acc: 0.3969, loss_cls: 4.0532, loss: 4.0532, grad_norm: 4.6013 2021-01-29 03:11:19,619 - mmaction - INFO - Epoch [1][1160/3757] lr: 1.000e-02, eta: 4 days, 16:45:04, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.1641, top5_acc: 0.3859, loss_cls: 4.0438, loss: 4.0438, grad_norm: 4.8535 2021-01-29 03:11:25,271 - mmaction - INFO - Epoch [1][1180/3757] lr: 1.000e-02, eta: 4 days, 15:19:55, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.1844, top5_acc: 0.4164, loss_cls: 3.9483, loss: 3.9483, grad_norm: 4.6916 2021-01-29 03:11:31,170 - mmaction - INFO - Epoch [1][1200/3757] lr: 1.000e-02, eta: 4 days, 13:58:56, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.1727, top5_acc: 0.3930, loss_cls: 4.0729, loss: 4.0729, grad_norm: 4.5992 2021-01-29 03:11:37,142 - mmaction - INFO - Epoch [1][1220/3757] lr: 1.000e-02, eta: 4 days, 12:40:55, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.1648, top5_acc: 0.3922, loss_cls: 4.0179, loss: 4.0179, grad_norm: 4.5511 2021-01-29 03:11:42,249 - mmaction - INFO - Epoch [1][1240/3757] lr: 1.000e-02, eta: 4 days, 11:21:08, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.1773, top5_acc: 0.4273, loss_cls: 3.8784, loss: 3.8784, grad_norm: 4.6997 2021-01-29 03:11:47,747 - mmaction - INFO - Epoch [1][1260/3757] lr: 1.000e-02, eta: 4 days, 10:05:43, time: 0.274, data_time: 0.004, memory: 3385, top1_acc: 0.1883, top5_acc: 0.4039, loss_cls: 3.9306, loss: 3.9306, grad_norm: 4.7157 2021-01-29 03:11:53,541 - mmaction - INFO - Epoch [1][1280/3757] lr: 1.000e-02, eta: 4 days, 8:54:15, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.1984, top5_acc: 0.4195, loss_cls: 3.8805, loss: 3.8805, grad_norm: 4.7437 2021-01-29 03:11:59,163 - mmaction - INFO - Epoch [1][1300/3757] lr: 1.000e-02, eta: 4 days, 7:44:02, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.1898, top5_acc: 0.4172, loss_cls: 3.8882, loss: 3.8882, grad_norm: 5.0253 2021-01-29 03:12:04,772 - mmaction - INFO - Epoch [1][1320/3757] lr: 1.000e-02, eta: 4 days, 6:35:56, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.1828, top5_acc: 0.4172, loss_cls: 3.9109, loss: 3.9109, grad_norm: 4.7422 2021-01-29 03:12:10,093 - mmaction - INFO - Epoch [1][1340/3757] lr: 1.000e-02, eta: 4 days, 5:28:29, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.1812, top5_acc: 0.4148, loss_cls: 3.8823, loss: 3.8823, grad_norm: 4.7295 2021-01-29 03:12:16,004 - mmaction - INFO - Epoch [1][1360/3757] lr: 1.000e-02, eta: 4 days, 4:25:47, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.2117, top5_acc: 0.4617, loss_cls: 3.7851, loss: 3.7851, grad_norm: 5.4198 2021-01-29 03:12:21,746 - mmaction - INFO - Epoch [1][1380/3757] lr: 1.000e-02, eta: 4 days, 3:24:04, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.1828, top5_acc: 0.4109, loss_cls: 3.9302, loss: 3.9302, grad_norm: 4.8089 2021-01-29 03:12:27,755 - mmaction - INFO - Epoch [1][1400/3757] lr: 1.000e-02, eta: 4 days, 2:25:18, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.1969, top5_acc: 0.4437, loss_cls: 3.8872, loss: 3.8872, grad_norm: 5.0622 2021-01-29 03:12:33,438 - mmaction - INFO - Epoch [1][1420/3757] lr: 1.000e-02, eta: 4 days, 1:26:46, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.1867, top5_acc: 0.4445, loss_cls: 3.8525, loss: 3.8525, grad_norm: 6.7267 2021-01-29 03:12:39,464 - mmaction - INFO - Epoch [1][1440/3757] lr: 1.000e-02, eta: 4 days, 0:31:23, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.1945, top5_acc: 0.4266, loss_cls: 3.8558, loss: 3.8558, grad_norm: 4.7456 2021-01-29 03:12:45,055 - mmaction - INFO - Epoch [1][1460/3757] lr: 1.000e-02, eta: 3 days, 23:35:35, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.1797, top5_acc: 0.4266, loss_cls: 3.8647, loss: 3.8647, grad_norm: 4.7271 2021-01-29 03:12:50,518 - mmaction - INFO - Epoch [1][1480/3757] lr: 1.000e-02, eta: 3 days, 22:40:48, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.1891, top5_acc: 0.4148, loss_cls: 3.8854, loss: 3.8854, grad_norm: 4.5713 2021-01-29 03:12:56,169 - mmaction - INFO - Epoch [1][1500/3757] lr: 1.000e-02, eta: 3 days, 21:48:18, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.1961, top5_acc: 0.4219, loss_cls: 3.8778, loss: 3.8778, grad_norm: 5.1630 2021-01-29 03:13:01,863 - mmaction - INFO - Epoch [1][1520/3757] lr: 1.000e-02, eta: 3 days, 20:57:20, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.1883, top5_acc: 0.4133, loss_cls: 3.8818, loss: 3.8818, grad_norm: 4.6155 2021-01-29 03:13:07,730 - mmaction - INFO - Epoch [1][1540/3757] lr: 1.000e-02, eta: 3 days, 20:08:21, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.2047, top5_acc: 0.4266, loss_cls: 3.8173, loss: 3.8173, grad_norm: 4.7421 2021-01-29 03:13:14,588 - mmaction - INFO - Epoch [1][1560/3757] lr: 1.000e-02, eta: 3 days, 19:24:36, time: 0.343, data_time: 0.001, memory: 3385, top1_acc: 0.2102, top5_acc: 0.4594, loss_cls: 3.7237, loss: 3.7237, grad_norm: 4.8948 2021-01-29 03:13:19,721 - mmaction - INFO - Epoch [1][1580/3757] lr: 1.000e-02, eta: 3 days, 18:35:06, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.1953, top5_acc: 0.4266, loss_cls: 3.8464, loss: 3.8464, grad_norm: 4.8646 2021-01-29 03:13:25,544 - mmaction - INFO - Epoch [1][1600/3757] lr: 1.000e-02, eta: 3 days, 17:49:37, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.1906, top5_acc: 0.4422, loss_cls: 3.8094, loss: 3.8094, grad_norm: 4.5731 2021-01-29 03:13:30,832 - mmaction - INFO - Epoch [1][1620/3757] lr: 1.000e-02, eta: 3 days, 17:03:06, time: 0.264, data_time: 0.000, memory: 3385, top1_acc: 0.1781, top5_acc: 0.4398, loss_cls: 3.8016, loss: 3.8016, grad_norm: 4.7689 2021-01-29 03:13:36,693 - mmaction - INFO - Epoch [1][1640/3757] lr: 1.000e-02, eta: 3 days, 16:19:56, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.1984, top5_acc: 0.4305, loss_cls: 3.8294, loss: 3.8294, grad_norm: 5.0420 2021-01-29 03:13:43,035 - mmaction - INFO - Epoch [1][1660/3757] lr: 1.000e-02, eta: 3 days, 15:39:39, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.2062, top5_acc: 0.4445, loss_cls: 3.7911, loss: 3.7911, grad_norm: 4.6769 2021-01-29 03:13:48,681 - mmaction - INFO - Epoch [1][1680/3757] lr: 1.000e-02, eta: 3 days, 14:57:43, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.2016, top5_acc: 0.4234, loss_cls: 3.8944, loss: 3.8944, grad_norm: 4.8634 2021-01-29 03:13:54,320 - mmaction - INFO - Epoch [1][1700/3757] lr: 1.000e-02, eta: 3 days, 14:16:41, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.1945, top5_acc: 0.4328, loss_cls: 3.8390, loss: 3.8390, grad_norm: 4.7589 2021-01-29 03:14:00,372 - mmaction - INFO - Epoch [1][1720/3757] lr: 1.000e-02, eta: 3 days, 13:38:09, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.2227, top5_acc: 0.4422, loss_cls: 3.7262, loss: 3.7262, grad_norm: 4.6975 2021-01-29 03:14:06,488 - mmaction - INFO - Epoch [1][1740/3757] lr: 1.000e-02, eta: 3 days, 13:00:45, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.2031, top5_acc: 0.4484, loss_cls: 3.7964, loss: 3.7964, grad_norm: 4.7099 2021-01-29 03:14:12,419 - mmaction - INFO - Epoch [1][1760/3757] lr: 1.000e-02, eta: 3 days, 12:23:30, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.2320, top5_acc: 0.4664, loss_cls: 3.6525, loss: 3.6525, grad_norm: 4.8486 2021-01-29 03:14:17,926 - mmaction - INFO - Epoch [1][1780/3757] lr: 1.000e-02, eta: 3 days, 11:45:37, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.2219, top5_acc: 0.4305, loss_cls: 3.7786, loss: 3.7786, grad_norm: 4.7392 2021-01-29 03:14:23,997 - mmaction - INFO - Epoch [1][1800/3757] lr: 1.000e-02, eta: 3 days, 11:10:32, time: 0.304, data_time: 0.005, memory: 3385, top1_acc: 0.1898, top5_acc: 0.4453, loss_cls: 3.7709, loss: 3.7709, grad_norm: 5.0715 2021-01-29 03:14:29,613 - mmaction - INFO - Epoch [1][1820/3757] lr: 1.000e-02, eta: 3 days, 10:34:39, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.2164, top5_acc: 0.4391, loss_cls: 3.7850, loss: 3.7850, grad_norm: 5.0682 2021-01-29 03:14:35,816 - mmaction - INFO - Epoch [1][1840/3757] lr: 1.000e-02, eta: 3 days, 10:01:33, time: 0.310, data_time: 0.005, memory: 3385, top1_acc: 0.2016, top5_acc: 0.4391, loss_cls: 3.8043, loss: 3.8043, grad_norm: 5.1336 2021-01-29 03:14:42,024 - mmaction - INFO - Epoch [1][1860/3757] lr: 1.000e-02, eta: 3 days, 9:29:10, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.1992, top5_acc: 0.4625, loss_cls: 3.6777, loss: 3.6777, grad_norm: 4.8097 2021-01-29 03:14:48,018 - mmaction - INFO - Epoch [1][1880/3757] lr: 1.000e-02, eta: 3 days, 8:56:46, time: 0.300, data_time: 0.005, memory: 3385, top1_acc: 0.2055, top5_acc: 0.4461, loss_cls: 3.7689, loss: 3.7689, grad_norm: 4.8285 2021-01-29 03:14:53,463 - mmaction - INFO - Epoch [1][1900/3757] lr: 1.000e-02, eta: 3 days, 8:23:08, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.2188, top5_acc: 0.4289, loss_cls: 3.8195, loss: 3.8195, grad_norm: 4.7873 2021-01-29 03:14:59,153 - mmaction - INFO - Epoch [1][1920/3757] lr: 1.000e-02, eta: 3 days, 7:51:12, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.2078, top5_acc: 0.4430, loss_cls: 3.8019, loss: 3.8019, grad_norm: 4.8397 2021-01-29 03:15:05,012 - mmaction - INFO - Epoch [1][1940/3757] lr: 1.000e-02, eta: 3 days, 7:20:21, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.2352, top5_acc: 0.4695, loss_cls: 3.6732, loss: 3.6732, grad_norm: 4.8803 2021-01-29 03:15:11,031 - mmaction - INFO - Epoch [1][1960/3757] lr: 1.000e-02, eta: 3 days, 6:50:40, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.2008, top5_acc: 0.4180, loss_cls: 3.8612, loss: 3.8612, grad_norm: 5.5143 2021-01-29 03:15:16,549 - mmaction - INFO - Epoch [1][1980/3757] lr: 1.000e-02, eta: 3 days, 6:19:59, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.2094, top5_acc: 0.4320, loss_cls: 3.8368, loss: 3.8368, grad_norm: 4.7597 2021-01-29 03:15:22,161 - mmaction - INFO - Epoch [1][2000/3757] lr: 1.000e-02, eta: 3 days, 5:50:14, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.2062, top5_acc: 0.4313, loss_cls: 3.8255, loss: 3.8255, grad_norm: 4.5143 2021-01-29 03:15:28,345 - mmaction - INFO - Epoch [1][2020/3757] lr: 1.000e-02, eta: 3 days, 5:22:48, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.2195, top5_acc: 0.4711, loss_cls: 3.6803, loss: 3.6803, grad_norm: 4.6892 2021-01-29 03:15:34,583 - mmaction - INFO - Epoch [1][2040/3757] lr: 1.000e-02, eta: 3 days, 4:56:03, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.2086, top5_acc: 0.4461, loss_cls: 3.7888, loss: 3.7888, grad_norm: 4.5782 2021-01-29 03:15:39,917 - mmaction - INFO - Epoch [1][2060/3757] lr: 1.000e-02, eta: 3 days, 4:27:07, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.2141, top5_acc: 0.4500, loss_cls: 3.7587, loss: 3.7587, grad_norm: 4.7324 2021-01-29 03:15:46,866 - mmaction - INFO - Epoch [1][2080/3757] lr: 1.000e-02, eta: 3 days, 4:03:35, time: 0.348, data_time: 0.004, memory: 3385, top1_acc: 0.2172, top5_acc: 0.4633, loss_cls: 3.6680, loss: 3.6680, grad_norm: 4.8213 2021-01-29 03:15:52,195 - mmaction - INFO - Epoch [1][2100/3757] lr: 1.000e-02, eta: 3 days, 3:35:41, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.2297, top5_acc: 0.4688, loss_cls: 3.7052, loss: 3.7052, grad_norm: 5.0895 2021-01-29 03:15:57,763 - mmaction - INFO - Epoch [1][2120/3757] lr: 1.000e-02, eta: 3 days, 3:09:01, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.2219, top5_acc: 0.4406, loss_cls: 3.7340, loss: 3.7340, grad_norm: 4.8596 2021-01-29 03:16:03,624 - mmaction - INFO - Epoch [1][2140/3757] lr: 1.000e-02, eta: 3 days, 2:43:40, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.2219, top5_acc: 0.4844, loss_cls: 3.6622, loss: 3.6622, grad_norm: 4.7688 2021-01-29 03:16:09,742 - mmaction - INFO - Epoch [1][2160/3757] lr: 1.000e-02, eta: 3 days, 2:19:32, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.2336, top5_acc: 0.4836, loss_cls: 3.6555, loss: 3.6555, grad_norm: 5.0395 2021-01-29 03:16:15,881 - mmaction - INFO - Epoch [1][2180/3757] lr: 1.000e-02, eta: 3 days, 1:55:57, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.2094, top5_acc: 0.4789, loss_cls: 3.6458, loss: 3.6458, grad_norm: 4.7252 2021-01-29 03:16:21,871 - mmaction - INFO - Epoch [1][2200/3757] lr: 1.000e-02, eta: 3 days, 1:32:21, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.2188, top5_acc: 0.4609, loss_cls: 3.7055, loss: 3.7055, grad_norm: 4.7786 2021-01-29 03:16:27,351 - mmaction - INFO - Epoch [1][2220/3757] lr: 1.000e-02, eta: 3 days, 1:07:42, time: 0.274, data_time: 0.000, memory: 3385, top1_acc: 0.2117, top5_acc: 0.4586, loss_cls: 3.6808, loss: 3.6808, grad_norm: 4.7730 2021-01-29 03:16:33,184 - mmaction - INFO - Epoch [1][2240/3757] lr: 1.000e-02, eta: 3 days, 0:44:30, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.2328, top5_acc: 0.4828, loss_cls: 3.6416, loss: 3.6416, grad_norm: 4.5567 2021-01-29 03:16:38,695 - mmaction - INFO - Epoch [1][2260/3757] lr: 1.000e-02, eta: 3 days, 0:20:49, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.2039, top5_acc: 0.4547, loss_cls: 3.7457, loss: 3.7457, grad_norm: 5.9028 2021-01-29 03:16:44,850 - mmaction - INFO - Epoch [1][2280/3757] lr: 1.000e-02, eta: 2 days, 23:59:18, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.2180, top5_acc: 0.4375, loss_cls: 3.7345, loss: 3.7345, grad_norm: 5.0332 2021-01-29 03:16:50,963 - mmaction - INFO - Epoch [1][2300/3757] lr: 1.000e-02, eta: 2 days, 23:38:04, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.2156, top5_acc: 0.4539, loss_cls: 3.7913, loss: 3.7913, grad_norm: 4.5865 2021-01-29 03:16:57,093 - mmaction - INFO - Epoch [1][2320/3757] lr: 1.000e-02, eta: 2 days, 23:17:13, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.2258, top5_acc: 0.4633, loss_cls: 3.7209, loss: 3.7209, grad_norm: 7.9965 2021-01-29 03:17:02,641 - mmaction - INFO - Epoch [1][2340/3757] lr: 1.000e-02, eta: 2 days, 22:55:13, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.1938, top5_acc: 0.4328, loss_cls: 3.7776, loss: 3.7776, grad_norm: 4.7695 2021-01-29 03:17:07,953 - mmaction - INFO - Epoch [1][2360/3757] lr: 1.000e-02, eta: 2 days, 22:32:56, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.2195, top5_acc: 0.4461, loss_cls: 3.7544, loss: 3.7544, grad_norm: 4.6589 2021-01-29 03:17:14,384 - mmaction - INFO - Epoch [1][2380/3757] lr: 1.000e-02, eta: 2 days, 22:13:57, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.2148, top5_acc: 0.4484, loss_cls: 3.7554, loss: 3.7554, grad_norm: 4.7316 2021-01-29 03:17:20,030 - mmaction - INFO - Epoch [1][2400/3757] lr: 1.000e-02, eta: 2 days, 21:53:13, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.2289, top5_acc: 0.4516, loss_cls: 3.7142, loss: 3.7142, grad_norm: 4.7979 2021-01-29 03:17:25,378 - mmaction - INFO - Epoch [1][2420/3757] lr: 1.000e-02, eta: 2 days, 21:32:07, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.2289, top5_acc: 0.4680, loss_cls: 3.6460, loss: 3.6460, grad_norm: 4.6299 2021-01-29 03:17:30,894 - mmaction - INFO - Epoch [1][2440/3757] lr: 1.000e-02, eta: 2 days, 21:11:45, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.2391, top5_acc: 0.4813, loss_cls: 3.6267, loss: 3.6267, grad_norm: 4.7781 2021-01-29 03:17:36,672 - mmaction - INFO - Epoch [1][2460/3757] lr: 1.000e-02, eta: 2 days, 20:52:23, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.2289, top5_acc: 0.4672, loss_cls: 3.6526, loss: 3.6526, grad_norm: 4.7121 2021-01-29 03:17:42,855 - mmaction - INFO - Epoch [1][2480/3757] lr: 1.000e-02, eta: 2 days, 20:34:21, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.2367, top5_acc: 0.4727, loss_cls: 3.5794, loss: 3.5794, grad_norm: 5.2227 2021-01-29 03:17:48,804 - mmaction - INFO - Epoch [1][2500/3757] lr: 1.000e-02, eta: 2 days, 20:16:01, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.2211, top5_acc: 0.4672, loss_cls: 3.6976, loss: 3.6976, grad_norm: 4.7616 2021-01-29 03:17:54,401 - mmaction - INFO - Epoch [1][2520/3757] lr: 1.000e-02, eta: 2 days, 19:57:05, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.2523, top5_acc: 0.4922, loss_cls: 3.5510, loss: 3.5510, grad_norm: 4.6235 2021-01-29 03:18:00,367 - mmaction - INFO - Epoch [1][2540/3757] lr: 1.000e-02, eta: 2 days, 19:39:23, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.2484, top5_acc: 0.4938, loss_cls: 3.5931, loss: 3.5931, grad_norm: 4.5432 2021-01-29 03:18:05,933 - mmaction - INFO - Epoch [1][2560/3757] lr: 1.000e-02, eta: 2 days, 19:20:58, time: 0.278, data_time: 0.004, memory: 3385, top1_acc: 0.2375, top5_acc: 0.4492, loss_cls: 3.6225, loss: 3.6225, grad_norm: 4.6661 2021-01-29 03:18:11,434 - mmaction - INFO - Epoch [1][2580/3757] lr: 1.000e-02, eta: 2 days, 19:02:41, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.2445, top5_acc: 0.4695, loss_cls: 3.5557, loss: 3.5557, grad_norm: 4.5197 2021-01-29 03:18:17,527 - mmaction - INFO - Epoch [1][2600/3757] lr: 1.000e-02, eta: 2 days, 18:46:07, time: 0.305, data_time: 0.004, memory: 3385, top1_acc: 0.2188, top5_acc: 0.4688, loss_cls: 3.7134, loss: 3.7134, grad_norm: 4.9035 2021-01-29 03:18:23,454 - mmaction - INFO - Epoch [1][2620/3757] lr: 1.000e-02, eta: 2 days, 18:29:24, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.2234, top5_acc: 0.4930, loss_cls: 3.5716, loss: 3.5716, grad_norm: 4.6315 2021-01-29 03:18:29,254 - mmaction - INFO - Epoch [1][2640/3757] lr: 1.000e-02, eta: 2 days, 18:12:37, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.2406, top5_acc: 0.4641, loss_cls: 3.6834, loss: 3.6834, grad_norm: 4.7445 2021-01-29 03:18:35,353 - mmaction - INFO - Epoch [1][2660/3757] lr: 1.000e-02, eta: 2 days, 17:56:47, time: 0.305, data_time: 0.000, memory: 3385, top1_acc: 0.2289, top5_acc: 0.4797, loss_cls: 3.6355, loss: 3.6355, grad_norm: 4.6931 2021-01-29 03:18:41,786 - mmaction - INFO - Epoch [1][2680/3757] lr: 1.000e-02, eta: 2 days, 17:41:58, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.2336, top5_acc: 0.4609, loss_cls: 3.6423, loss: 3.6423, grad_norm: 4.4898 2021-01-29 03:18:47,663 - mmaction - INFO - Epoch [1][2700/3757] lr: 1.000e-02, eta: 2 days, 17:26:05, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.2359, top5_acc: 0.4844, loss_cls: 3.6004, loss: 3.6004, grad_norm: 4.8859 2021-01-29 03:18:53,720 - mmaction - INFO - Epoch [1][2720/3757] lr: 1.000e-02, eta: 2 days, 17:10:50, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.2227, top5_acc: 0.4656, loss_cls: 3.6733, loss: 3.6733, grad_norm: 4.8276 2021-01-29 03:18:59,089 - mmaction - INFO - Epoch [1][2740/3757] lr: 1.000e-02, eta: 2 days, 16:54:17, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.2695, top5_acc: 0.4898, loss_cls: 3.5051, loss: 3.5051, grad_norm: 4.8460 2021-01-29 03:19:05,106 - mmaction - INFO - Epoch [1][2760/3757] lr: 1.000e-02, eta: 2 days, 16:39:23, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.2414, top5_acc: 0.5008, loss_cls: 3.5390, loss: 3.5390, grad_norm: 4.8995 2021-01-29 03:19:10,465 - mmaction - INFO - Epoch [1][2780/3757] lr: 1.000e-02, eta: 2 days, 16:23:14, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.2437, top5_acc: 0.4984, loss_cls: 3.5745, loss: 3.5745, grad_norm: 4.7267 2021-01-29 03:19:17,219 - mmaction - INFO - Epoch [1][2800/3757] lr: 1.000e-02, eta: 2 days, 16:10:26, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.2289, top5_acc: 0.4797, loss_cls: 3.6442, loss: 3.6442, grad_norm: 4.6758 2021-01-29 03:19:23,210 - mmaction - INFO - Epoch [1][2820/3757] lr: 1.000e-02, eta: 2 days, 15:56:09, time: 0.300, data_time: 0.003, memory: 3385, top1_acc: 0.2258, top5_acc: 0.4695, loss_cls: 3.6497, loss: 3.6497, grad_norm: 4.4182 2021-01-29 03:19:28,422 - mmaction - INFO - Epoch [1][2840/3757] lr: 1.000e-02, eta: 2 days, 15:40:20, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.2500, top5_acc: 0.5016, loss_cls: 3.5115, loss: 3.5115, grad_norm: 4.7504 2021-01-29 03:19:33,836 - mmaction - INFO - Epoch [1][2860/3757] lr: 1.000e-02, eta: 2 days, 15:25:11, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.2633, top5_acc: 0.5062, loss_cls: 3.5667, loss: 3.5667, grad_norm: 4.8489 2021-01-29 03:19:39,536 - mmaction - INFO - Epoch [1][2880/3757] lr: 1.000e-02, eta: 2 days, 15:10:50, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.2578, top5_acc: 0.4953, loss_cls: 3.5383, loss: 3.5383, grad_norm: 4.6306 2021-01-29 03:19:45,076 - mmaction - INFO - Epoch [1][2900/3757] lr: 1.000e-02, eta: 2 days, 14:56:23, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.2516, top5_acc: 0.4773, loss_cls: 3.5952, loss: 3.5952, grad_norm: 4.9507 2021-01-29 03:19:51,552 - mmaction - INFO - Epoch [1][2920/3757] lr: 1.000e-02, eta: 2 days, 14:44:05, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.2500, top5_acc: 0.4813, loss_cls: 3.6025, loss: 3.6025, grad_norm: 4.6246 2021-01-29 03:19:56,846 - mmaction - INFO - Epoch [1][2940/3757] lr: 1.000e-02, eta: 2 days, 14:29:28, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.2633, top5_acc: 0.5055, loss_cls: 3.4776, loss: 3.4776, grad_norm: 4.7704 2021-01-29 03:20:02,702 - mmaction - INFO - Epoch [1][2960/3757] lr: 1.000e-02, eta: 2 days, 14:16:12, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.2406, top5_acc: 0.4961, loss_cls: 3.5251, loss: 3.5251, grad_norm: 4.6407 2021-01-29 03:20:09,206 - mmaction - INFO - Epoch [1][2980/3757] lr: 1.000e-02, eta: 2 days, 14:04:29, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.2273, top5_acc: 0.4750, loss_cls: 3.6157, loss: 3.6157, grad_norm: 4.6262 2021-01-29 03:20:14,786 - mmaction - INFO - Epoch [1][3000/3757] lr: 1.000e-02, eta: 2 days, 13:51:02, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.2609, top5_acc: 0.4914, loss_cls: 3.4994, loss: 3.4994, grad_norm: 4.7670 2021-01-29 03:20:20,394 - mmaction - INFO - Epoch [1][3020/3757] lr: 1.000e-02, eta: 2 days, 13:37:46, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.2398, top5_acc: 0.4453, loss_cls: 3.6786, loss: 3.6786, grad_norm: 4.7690 2021-01-29 03:20:25,629 - mmaction - INFO - Epoch [1][3040/3757] lr: 1.000e-02, eta: 2 days, 13:23:57, time: 0.262, data_time: 0.003, memory: 3385, top1_acc: 0.2328, top5_acc: 0.4797, loss_cls: 3.5857, loss: 3.5857, grad_norm: 4.6746 2021-01-29 03:20:31,749 - mmaction - INFO - Epoch [1][3060/3757] lr: 1.000e-02, eta: 2 days, 13:12:05, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.2508, top5_acc: 0.4977, loss_cls: 3.5527, loss: 3.5527, grad_norm: 4.7327 2021-01-29 03:20:37,784 - mmaction - INFO - Epoch [1][3080/3757] lr: 1.000e-02, eta: 2 days, 13:00:14, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.2359, top5_acc: 0.4891, loss_cls: 3.5367, loss: 3.5367, grad_norm: 4.6833 2021-01-29 03:20:43,391 - mmaction - INFO - Epoch [1][3100/3757] lr: 1.000e-02, eta: 2 days, 12:47:39, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.2305, top5_acc: 0.4875, loss_cls: 3.5635, loss: 3.5635, grad_norm: 4.9038 2021-01-29 03:20:49,192 - mmaction - INFO - Epoch [1][3120/3757] lr: 1.000e-02, eta: 2 days, 12:35:38, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.2422, top5_acc: 0.4844, loss_cls: 3.5494, loss: 3.5494, grad_norm: 4.7476 2021-01-29 03:20:55,149 - mmaction - INFO - Epoch [1][3140/3757] lr: 1.000e-02, eta: 2 days, 12:24:03, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.2336, top5_acc: 0.4664, loss_cls: 3.6542, loss: 3.6542, grad_norm: 4.8458 2021-01-29 03:21:01,498 - mmaction - INFO - Epoch [1][3160/3757] lr: 1.000e-02, eta: 2 days, 12:13:24, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.2547, top5_acc: 0.5180, loss_cls: 3.4002, loss: 3.4002, grad_norm: 4.7504 2021-01-29 03:21:07,387 - mmaction - INFO - Epoch [1][3180/3757] lr: 1.000e-02, eta: 2 days, 12:01:59, time: 0.294, data_time: 0.000, memory: 3385, top1_acc: 0.2609, top5_acc: 0.5250, loss_cls: 3.4145, loss: 3.4145, grad_norm: 4.6691 2021-01-29 03:21:12,575 - mmaction - INFO - Epoch [1][3200/3757] lr: 1.000e-02, eta: 2 days, 11:49:19, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.2414, top5_acc: 0.4836, loss_cls: 3.5648, loss: 3.5648, grad_norm: 4.7689 2021-01-29 03:21:18,664 - mmaction - INFO - Epoch [1][3220/3757] lr: 1.000e-02, eta: 2 days, 11:38:35, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.2633, top5_acc: 0.5125, loss_cls: 3.5123, loss: 3.5123, grad_norm: 4.7485 2021-01-29 03:21:24,869 - mmaction - INFO - Epoch [1][3240/3757] lr: 1.000e-02, eta: 2 days, 11:28:11, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.2305, top5_acc: 0.4766, loss_cls: 3.5797, loss: 3.5797, grad_norm: 4.6186 2021-01-29 03:21:30,367 - mmaction - INFO - Epoch [1][3260/3757] lr: 1.000e-02, eta: 2 days, 11:16:35, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.2461, top5_acc: 0.4750, loss_cls: 3.5889, loss: 3.5889, grad_norm: 4.7106 2021-01-29 03:21:36,680 - mmaction - INFO - Epoch [1][3280/3757] lr: 1.000e-02, eta: 2 days, 11:06:38, time: 0.315, data_time: 0.003, memory: 3385, top1_acc: 0.2516, top5_acc: 0.4914, loss_cls: 3.5299, loss: 3.5299, grad_norm: 4.7196 2021-01-29 03:21:42,188 - mmaction - INFO - Epoch [1][3300/3757] lr: 1.000e-02, eta: 2 days, 10:55:19, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.2477, top5_acc: 0.4867, loss_cls: 3.5522, loss: 3.5522, grad_norm: 4.7199 2021-01-29 03:21:48,343 - mmaction - INFO - Epoch [1][3320/3757] lr: 1.000e-02, eta: 2 days, 10:45:20, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.2586, top5_acc: 0.5273, loss_cls: 3.4010, loss: 3.4010, grad_norm: 4.5940 2021-01-29 03:21:53,840 - mmaction - INFO - Epoch [1][3340/3757] lr: 1.000e-02, eta: 2 days, 10:34:15, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.2516, top5_acc: 0.5086, loss_cls: 3.4224, loss: 3.4224, grad_norm: 4.8058 2021-01-29 03:22:00,485 - mmaction - INFO - Epoch [1][3360/3757] lr: 1.000e-02, eta: 2 days, 10:25:26, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.2469, top5_acc: 0.4984, loss_cls: 3.5217, loss: 3.5217, grad_norm: 4.9401 2021-01-29 03:22:05,670 - mmaction - INFO - Epoch [1][3380/3757] lr: 1.000e-02, eta: 2 days, 10:14:00, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.2625, top5_acc: 0.4961, loss_cls: 3.4892, loss: 3.4892, grad_norm: 4.8071 2021-01-29 03:22:11,617 - mmaction - INFO - Epoch [1][3400/3757] lr: 1.000e-02, eta: 2 days, 10:04:08, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.2609, top5_acc: 0.4961, loss_cls: 3.5138, loss: 3.5138, grad_norm: 4.9760 2021-01-29 03:22:17,190 - mmaction - INFO - Epoch [1][3420/3757] lr: 1.000e-02, eta: 2 days, 9:53:40, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.2500, top5_acc: 0.5102, loss_cls: 3.4266, loss: 3.4266, grad_norm: 4.7380 2021-01-29 03:22:23,660 - mmaction - INFO - Epoch [1][3440/3757] lr: 1.000e-02, eta: 2 days, 9:44:56, time: 0.323, data_time: 0.003, memory: 3385, top1_acc: 0.2539, top5_acc: 0.4898, loss_cls: 3.5364, loss: 3.5364, grad_norm: 4.6363 2021-01-29 03:22:29,999 - mmaction - INFO - Epoch [1][3460/3757] lr: 1.000e-02, eta: 2 days, 9:36:08, time: 0.318, data_time: 0.003, memory: 3385, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.4973, loss: 3.4973, grad_norm: 4.6526 2021-01-29 03:22:35,269 - mmaction - INFO - Epoch [1][3480/3757] lr: 1.000e-02, eta: 2 days, 9:25:28, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.2719, top5_acc: 0.4984, loss_cls: 3.4416, loss: 3.4416, grad_norm: 4.7463 2021-01-29 03:22:41,281 - mmaction - INFO - Epoch [1][3500/3757] lr: 1.000e-02, eta: 2 days, 9:16:14, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.2539, top5_acc: 0.4984, loss_cls: 3.4968, loss: 3.4968, grad_norm: 4.7203 2021-01-29 03:22:46,910 - mmaction - INFO - Epoch [1][3520/3757] lr: 1.000e-02, eta: 2 days, 9:06:28, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.2617, top5_acc: 0.5133, loss_cls: 3.4476, loss: 3.4476, grad_norm: 4.8858 2021-01-29 03:22:52,822 - mmaction - INFO - Epoch [1][3540/3757] lr: 1.000e-02, eta: 2 days, 8:57:16, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.2625, top5_acc: 0.4953, loss_cls: 3.5145, loss: 3.5145, grad_norm: 4.6763 2021-01-29 03:22:58,617 - mmaction - INFO - Epoch [1][3560/3757] lr: 1.000e-02, eta: 2 days, 8:48:00, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.2523, top5_acc: 0.4914, loss_cls: 3.5089, loss: 3.5089, grad_norm: 4.5511 2021-01-29 03:23:05,285 - mmaction - INFO - Epoch [1][3580/3757] lr: 1.000e-02, eta: 2 days, 8:40:20, time: 0.333, data_time: 0.004, memory: 3385, top1_acc: 0.2375, top5_acc: 0.5141, loss_cls: 3.4961, loss: 3.4961, grad_norm: 4.6963 2021-01-29 03:23:10,605 - mmaction - INFO - Epoch [1][3600/3757] lr: 1.000e-02, eta: 2 days, 8:30:25, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.2562, top5_acc: 0.5047, loss_cls: 3.4418, loss: 3.4418, grad_norm: 4.7790 2021-01-29 03:23:16,379 - mmaction - INFO - Epoch [1][3620/3757] lr: 1.000e-02, eta: 2 days, 8:21:23, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.2344, top5_acc: 0.4781, loss_cls: 3.6083, loss: 3.6083, grad_norm: 6.3667 2021-01-29 03:23:22,761 - mmaction - INFO - Epoch [1][3640/3757] lr: 1.000e-02, eta: 2 days, 8:13:30, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.2313, top5_acc: 0.4750, loss_cls: 3.6404, loss: 3.6404, grad_norm: 4.6602 2021-01-29 03:23:28,606 - mmaction - INFO - Epoch [1][3660/3757] lr: 1.000e-02, eta: 2 days, 8:04:47, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.2336, top5_acc: 0.4680, loss_cls: 3.5965, loss: 3.5965, grad_norm: 4.7534 2021-01-29 03:23:34,638 - mmaction - INFO - Epoch [1][3680/3757] lr: 1.000e-02, eta: 2 days, 7:56:30, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.2453, top5_acc: 0.4953, loss_cls: 3.5218, loss: 3.5218, grad_norm: 4.9548 2021-01-29 03:23:40,604 - mmaction - INFO - Epoch [1][3700/3757] lr: 1.000e-02, eta: 2 days, 7:48:10, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.2531, top5_acc: 0.4922, loss_cls: 3.5405, loss: 3.5405, grad_norm: 4.9593 2021-01-29 03:23:46,519 - mmaction - INFO - Epoch [1][3720/3757] lr: 1.000e-02, eta: 2 days, 7:39:51, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.2508, top5_acc: 0.5102, loss_cls: 3.5159, loss: 3.5159, grad_norm: 5.2454 2021-01-29 03:23:52,297 - mmaction - INFO - Epoch [1][3740/3757] lr: 1.000e-02, eta: 2 days, 7:31:22, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.2406, top5_acc: 0.4961, loss_cls: 3.5563, loss: 3.5563, grad_norm: 4.9194 2021-01-29 03:24:19,760 - mmaction - INFO - Saving checkpoint at 1 epochs 2021-01-29 03:40:44,160 - mmaction - INFO - Epoch [2][20/3757] lr: 1.000e-02, eta: 3 days, 9:52:28, time: 49.174, data_time: 48.496, memory: 3385, top1_acc: 0.2430, top5_acc: 0.5266, loss_cls: 3.4543, loss: 3.4543, grad_norm: 4.9478 2021-01-29 03:40:48,331 - mmaction - INFO - Epoch [2][40/3757] lr: 1.000e-02, eta: 3 days, 9:34:01, time: 0.236, data_time: 0.029, memory: 3385, top1_acc: 0.2437, top5_acc: 0.5062, loss_cls: 3.5337, loss: 3.5337, grad_norm: 4.8103 2021-01-29 03:40:52,516 - mmaction - INFO - Epoch [2][60/3757] lr: 1.000e-02, eta: 3 days, 9:14:55, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.2812, top5_acc: 0.5234, loss_cls: 3.3939, loss: 3.3939, grad_norm: 4.7904 2021-01-29 03:40:56,692 - mmaction - INFO - Epoch [2][80/3757] lr: 1.000e-02, eta: 3 days, 8:55:59, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.2437, top5_acc: 0.5141, loss_cls: 3.4498, loss: 3.4498, grad_norm: 4.8877 2021-01-29 03:41:00,908 - mmaction - INFO - Epoch [2][100/3757] lr: 1.000e-02, eta: 3 days, 8:37:20, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.2805, top5_acc: 0.5203, loss_cls: 3.3524, loss: 3.3524, grad_norm: 4.6966 2021-01-29 03:41:05,161 - mmaction - INFO - Epoch [2][120/3757] lr: 1.000e-02, eta: 3 days, 8:18:54, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.2734, top5_acc: 0.4961, loss_cls: 3.4191, loss: 3.4191, grad_norm: 4.8311 2021-01-29 03:41:09,377 - mmaction - INFO - Epoch [2][140/3757] lr: 1.000e-02, eta: 3 days, 8:00:37, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.2609, top5_acc: 0.5086, loss_cls: 3.3925, loss: 3.3925, grad_norm: 4.7466 2021-01-29 03:41:13,552 - mmaction - INFO - Epoch [2][160/3757] lr: 1.000e-02, eta: 3 days, 7:42:27, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.2945, top5_acc: 0.5250, loss_cls: 3.3518, loss: 3.3518, grad_norm: 4.8678 2021-01-29 03:41:17,882 - mmaction - INFO - Epoch [2][180/3757] lr: 1.000e-02, eta: 3 days, 7:24:43, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.2602, top5_acc: 0.5227, loss_cls: 3.4019, loss: 3.4019, grad_norm: 5.8943 2021-01-29 03:41:21,976 - mmaction - INFO - Epoch [2][200/3757] lr: 1.000e-02, eta: 3 days, 7:06:48, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.2516, top5_acc: 0.5047, loss_cls: 3.5168, loss: 3.5168, grad_norm: 4.5156 2021-01-29 03:41:26,131 - mmaction - INFO - Epoch [2][220/3757] lr: 1.000e-02, eta: 3 days, 6:49:06, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.2664, top5_acc: 0.5188, loss_cls: 3.3926, loss: 3.3926, grad_norm: 4.5252 2021-01-29 03:41:30,418 - mmaction - INFO - Epoch [2][240/3757] lr: 1.000e-02, eta: 3 days, 6:31:51, time: 0.215, data_time: 0.003, memory: 3385, top1_acc: 0.2766, top5_acc: 0.5227, loss_cls: 3.4064, loss: 3.4064, grad_norm: 4.5521 2021-01-29 03:41:34,564 - mmaction - INFO - Epoch [2][260/3757] lr: 1.000e-02, eta: 3 days, 6:14:33, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.2602, top5_acc: 0.4945, loss_cls: 3.4911, loss: 3.4911, grad_norm: 4.6090 2021-01-29 03:41:38,856 - mmaction - INFO - Epoch [2][280/3757] lr: 1.000e-02, eta: 3 days, 5:57:37, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.2680, top5_acc: 0.5188, loss_cls: 3.4469, loss: 3.4469, grad_norm: 4.7433 2021-01-29 03:41:43,111 - mmaction - INFO - Epoch [2][300/3757] lr: 1.000e-02, eta: 3 days, 5:40:48, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.2695, top5_acc: 0.5031, loss_cls: 3.4870, loss: 3.4870, grad_norm: 4.8203 2021-01-29 03:41:47,299 - mmaction - INFO - Epoch [2][320/3757] lr: 1.000e-02, eta: 3 days, 5:24:03, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.2641, top5_acc: 0.5117, loss_cls: 3.4130, loss: 3.4130, grad_norm: 4.5517 2021-01-29 03:41:51,524 - mmaction - INFO - Epoch [2][340/3757] lr: 1.000e-02, eta: 3 days, 5:07:32, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.2602, top5_acc: 0.5117, loss_cls: 3.4914, loss: 3.4914, grad_norm: 4.6816 2021-01-29 03:41:55,851 - mmaction - INFO - Epoch [2][360/3757] lr: 1.000e-02, eta: 3 days, 4:51:18, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.2695, top5_acc: 0.5234, loss_cls: 3.3361, loss: 3.3361, grad_norm: 4.5474 2021-01-29 03:42:00,149 - mmaction - INFO - Epoch [2][380/3757] lr: 1.000e-02, eta: 3 days, 4:35:12, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.2695, top5_acc: 0.5094, loss_cls: 3.3613, loss: 3.3613, grad_norm: 4.6913 2021-01-29 03:42:04,418 - mmaction - INFO - Epoch [2][400/3757] lr: 1.000e-02, eta: 3 days, 4:19:12, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.2687, top5_acc: 0.5031, loss_cls: 3.5187, loss: 3.5187, grad_norm: 4.6270 2021-01-29 03:42:08,858 - mmaction - INFO - Epoch [2][420/3757] lr: 1.000e-02, eta: 3 days, 4:03:37, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.2594, top5_acc: 0.5039, loss_cls: 3.4742, loss: 3.4742, grad_norm: 4.5291 2021-01-29 03:42:13,194 - mmaction - INFO - Epoch [2][440/3757] lr: 1.000e-02, eta: 3 days, 3:48:01, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.2664, top5_acc: 0.5047, loss_cls: 3.4232, loss: 3.4232, grad_norm: 4.5711 2021-01-29 03:42:17,596 - mmaction - INFO - Epoch [2][460/3757] lr: 1.000e-02, eta: 3 days, 3:32:40, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.2648, top5_acc: 0.5000, loss_cls: 3.4634, loss: 3.4634, grad_norm: 5.2288 2021-01-29 03:42:22,119 - mmaction - INFO - Epoch [2][480/3757] lr: 1.000e-02, eta: 3 days, 3:17:38, time: 0.226, data_time: 0.005, memory: 3385, top1_acc: 0.2641, top5_acc: 0.5266, loss_cls: 3.3983, loss: 3.3983, grad_norm: 4.8779 2021-01-29 03:42:26,643 - mmaction - INFO - Epoch [2][500/3757] lr: 1.000e-02, eta: 3 days, 3:02:45, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.2617, top5_acc: 0.5125, loss_cls: 3.4609, loss: 3.4609, grad_norm: 4.6972 2021-01-29 03:42:31,137 - mmaction - INFO - Epoch [2][520/3757] lr: 1.000e-02, eta: 3 days, 2:47:57, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.2648, top5_acc: 0.5289, loss_cls: 3.3764, loss: 3.3764, grad_norm: 4.8005 2021-01-29 03:42:36,594 - mmaction - INFO - Epoch [2][540/3757] lr: 1.000e-02, eta: 3 days, 2:34:41, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.2648, top5_acc: 0.5125, loss_cls: 3.3893, loss: 3.3893, grad_norm: 4.8618 2021-01-29 03:42:41,165 - mmaction - INFO - Epoch [2][560/3757] lr: 1.000e-02, eta: 3 days, 2:20:16, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.2547, top5_acc: 0.5070, loss_cls: 3.4538, loss: 3.4538, grad_norm: 4.6931 2021-01-29 03:42:46,215 - mmaction - INFO - Epoch [2][580/3757] lr: 1.000e-02, eta: 3 days, 2:06:40, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.2974, loss: 3.2974, grad_norm: 4.7758 2021-01-29 03:42:51,072 - mmaction - INFO - Epoch [2][600/3757] lr: 1.000e-02, eta: 3 days, 1:52:55, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.2687, top5_acc: 0.5289, loss_cls: 3.3390, loss: 3.3390, grad_norm: 4.8026 2021-01-29 03:42:55,773 - mmaction - INFO - Epoch [2][620/3757] lr: 1.000e-02, eta: 3 days, 1:39:04, time: 0.235, data_time: 0.002, memory: 3385, top1_acc: 0.2562, top5_acc: 0.5180, loss_cls: 3.4604, loss: 3.4604, grad_norm: 5.6423 2021-01-29 03:43:00,513 - mmaction - INFO - Epoch [2][640/3757] lr: 1.000e-02, eta: 3 days, 1:25:24, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.2531, top5_acc: 0.4953, loss_cls: 3.5028, loss: 3.5028, grad_norm: 4.8616 2021-01-29 03:43:06,083 - mmaction - INFO - Epoch [2][660/3757] lr: 1.000e-02, eta: 3 days, 1:13:01, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.2500, top5_acc: 0.5117, loss_cls: 3.4255, loss: 3.4255, grad_norm: 4.7352 2021-01-29 03:43:12,038 - mmaction - INFO - Epoch [2][680/3757] lr: 1.000e-02, eta: 3 days, 1:01:17, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.2508, top5_acc: 0.5227, loss_cls: 3.4600, loss: 3.4600, grad_norm: 4.8028 2021-01-29 03:43:16,558 - mmaction - INFO - Epoch [2][700/3757] lr: 1.000e-02, eta: 3 days, 0:47:40, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.4039, loss: 3.4039, grad_norm: 4.7229 2021-01-29 03:43:21,832 - mmaction - INFO - Epoch [2][720/3757] lr: 1.000e-02, eta: 3 days, 0:35:13, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.2703, top5_acc: 0.5320, loss_cls: 3.4175, loss: 3.4175, grad_norm: 4.7800 2021-01-29 03:43:26,921 - mmaction - INFO - Epoch [2][740/3757] lr: 1.000e-02, eta: 3 days, 0:22:37, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.2727, top5_acc: 0.5203, loss_cls: 3.4130, loss: 3.4130, grad_norm: 4.7498 2021-01-29 03:43:32,165 - mmaction - INFO - Epoch [2][760/3757] lr: 1.000e-02, eta: 3 days, 0:10:20, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.2617, top5_acc: 0.5055, loss_cls: 3.3956, loss: 3.3956, grad_norm: 4.6314 2021-01-29 03:43:38,072 - mmaction - INFO - Epoch [2][780/3757] lr: 1.000e-02, eta: 2 days, 23:58:44, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.2812, top5_acc: 0.5195, loss_cls: 3.3569, loss: 3.3569, grad_norm: 4.6746 2021-01-29 03:43:42,799 - mmaction - INFO - Epoch [2][800/3757] lr: 1.000e-02, eta: 2 days, 23:46:17, time: 0.249, data_time: 0.014, memory: 3385, top1_acc: 0.2977, top5_acc: 0.5477, loss_cls: 3.2489, loss: 3.2489, grad_norm: 4.8473 2021-01-29 03:43:48,173 - mmaction - INFO - Epoch [2][820/3757] lr: 1.000e-02, eta: 2 days, 23:34:30, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.2656, top5_acc: 0.5180, loss_cls: 3.4307, loss: 3.4307, grad_norm: 5.9411 2021-01-29 03:43:53,812 - mmaction - INFO - Epoch [2][840/3757] lr: 1.000e-02, eta: 2 days, 23:23:11, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.2602, top5_acc: 0.4914, loss_cls: 3.4763, loss: 3.4763, grad_norm: 4.9136 2021-01-29 03:43:59,089 - mmaction - INFO - Epoch [2][860/3757] lr: 1.000e-02, eta: 2 days, 23:11:28, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.2742, top5_acc: 0.5172, loss_cls: 3.3819, loss: 3.3819, grad_norm: 4.6758 2021-01-29 03:44:05,127 - mmaction - INFO - Epoch [2][880/3757] lr: 1.000e-02, eta: 2 days, 23:00:52, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.2687, top5_acc: 0.5180, loss_cls: 3.3934, loss: 3.3934, grad_norm: 4.6204 2021-01-29 03:44:10,485 - mmaction - INFO - Epoch [2][900/3757] lr: 1.000e-02, eta: 2 days, 22:49:27, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.2633, top5_acc: 0.5297, loss_cls: 3.3608, loss: 3.3608, grad_norm: 4.6497 2021-01-29 03:44:15,743 - mmaction - INFO - Epoch [2][920/3757] lr: 1.000e-02, eta: 2 days, 22:38:00, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.2828, top5_acc: 0.5250, loss_cls: 3.4010, loss: 3.4010, grad_norm: 4.5416 2021-01-29 03:44:21,039 - mmaction - INFO - Epoch [2][940/3757] lr: 1.000e-02, eta: 2 days, 22:26:42, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.2805, top5_acc: 0.5461, loss_cls: 3.3283, loss: 3.3283, grad_norm: 4.5766 2021-01-29 03:44:26,584 - mmaction - INFO - Epoch [2][960/3757] lr: 1.000e-02, eta: 2 days, 22:15:50, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.2602, top5_acc: 0.5156, loss_cls: 3.4062, loss: 3.4062, grad_norm: 4.8204 2021-01-29 03:44:32,400 - mmaction - INFO - Epoch [2][980/3757] lr: 1.000e-02, eta: 2 days, 22:05:23, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.2734, top5_acc: 0.5117, loss_cls: 3.3535, loss: 3.3535, grad_norm: 4.5789 2021-01-29 03:44:37,517 - mmaction - INFO - Epoch [2][1000/3757] lr: 1.000e-02, eta: 2 days, 21:54:08, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.2758, top5_acc: 0.5383, loss_cls: 3.3134, loss: 3.3134, grad_norm: 4.6959 2021-01-29 03:44:43,410 - mmaction - INFO - Epoch [2][1020/3757] lr: 1.000e-02, eta: 2 days, 21:43:59, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.2594, top5_acc: 0.5125, loss_cls: 3.4169, loss: 3.4169, grad_norm: 4.8152 2021-01-29 03:44:48,555 - mmaction - INFO - Epoch [2][1040/3757] lr: 1.000e-02, eta: 2 days, 21:32:56, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.4042, loss: 3.4042, grad_norm: 4.5986 2021-01-29 03:44:53,962 - mmaction - INFO - Epoch [2][1060/3757] lr: 1.000e-02, eta: 2 days, 21:22:19, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.2859, top5_acc: 0.5219, loss_cls: 3.3481, loss: 3.3481, grad_norm: 4.8008 2021-01-29 03:45:00,081 - mmaction - INFO - Epoch [2][1080/3757] lr: 1.000e-02, eta: 2 days, 21:12:43, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.2672, top5_acc: 0.5227, loss_cls: 3.4121, loss: 3.4121, grad_norm: 5.0073 2021-01-29 03:45:05,364 - mmaction - INFO - Epoch [2][1100/3757] lr: 1.000e-02, eta: 2 days, 21:02:07, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.2969, top5_acc: 0.5234, loss_cls: 3.3976, loss: 3.3976, grad_norm: 4.7462 2021-01-29 03:45:11,014 - mmaction - INFO - Epoch [2][1120/3757] lr: 1.000e-02, eta: 2 days, 20:52:04, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.2734, top5_acc: 0.5352, loss_cls: 3.3483, loss: 3.3483, grad_norm: 4.7056 2021-01-29 03:45:16,404 - mmaction - INFO - Epoch [2][1140/3757] lr: 1.000e-02, eta: 2 days, 20:41:46, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.2734, top5_acc: 0.5430, loss_cls: 3.3392, loss: 3.3392, grad_norm: 4.8217 2021-01-29 03:45:21,476 - mmaction - INFO - Epoch [2][1160/3757] lr: 1.000e-02, eta: 2 days, 20:31:09, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.2773, top5_acc: 0.5312, loss_cls: 3.3334, loss: 3.3334, grad_norm: 4.7114 2021-01-29 03:45:27,284 - mmaction - INFO - Epoch [2][1180/3757] lr: 1.000e-02, eta: 2 days, 20:21:33, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.2852, top5_acc: 0.5328, loss_cls: 3.3248, loss: 3.3248, grad_norm: 4.6604 2021-01-29 03:45:33,145 - mmaction - INFO - Epoch [2][1200/3757] lr: 1.000e-02, eta: 2 days, 20:12:05, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.2594, top5_acc: 0.5195, loss_cls: 3.4575, loss: 3.4575, grad_norm: 4.7143 2021-01-29 03:45:38,647 - mmaction - INFO - Epoch [2][1220/3757] lr: 1.000e-02, eta: 2 days, 20:02:14, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.2828, top5_acc: 0.5422, loss_cls: 3.3690, loss: 3.3690, grad_norm: 4.6743 2021-01-29 03:45:44,233 - mmaction - INFO - Epoch [2][1240/3757] lr: 1.000e-02, eta: 2 days, 19:52:35, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.2883, top5_acc: 0.5430, loss_cls: 3.3068, loss: 3.3068, grad_norm: 4.7764 2021-01-29 03:45:50,027 - mmaction - INFO - Epoch [2][1260/3757] lr: 1.000e-02, eta: 2 days, 19:43:13, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.2594, top5_acc: 0.5242, loss_cls: 3.4060, loss: 3.4060, grad_norm: 6.2836 2021-01-29 03:45:55,342 - mmaction - INFO - Epoch [2][1280/3757] lr: 1.000e-02, eta: 2 days, 19:33:27, time: 0.268, data_time: 0.006, memory: 3385, top1_acc: 0.2625, top5_acc: 0.5266, loss_cls: 3.3811, loss: 3.3811, grad_norm: 4.8634 2021-01-29 03:46:00,544 - mmaction - INFO - Epoch [2][1300/3757] lr: 1.000e-02, eta: 2 days, 19:23:33, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.2547, top5_acc: 0.5008, loss_cls: 3.4198, loss: 3.4198, grad_norm: 4.6697 2021-01-29 03:46:06,312 - mmaction - INFO - Epoch [2][1320/3757] lr: 1.000e-02, eta: 2 days, 19:14:26, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.2828, top5_acc: 0.5414, loss_cls: 3.2718, loss: 3.2718, grad_norm: 5.0752 2021-01-29 03:46:11,852 - mmaction - INFO - Epoch [2][1340/3757] lr: 1.000e-02, eta: 2 days, 19:05:05, time: 0.277, data_time: 0.000, memory: 3385, top1_acc: 0.2602, top5_acc: 0.5195, loss_cls: 3.4028, loss: 3.4028, grad_norm: 4.6167 2021-01-29 03:46:17,916 - mmaction - INFO - Epoch [2][1360/3757] lr: 1.000e-02, eta: 2 days, 18:56:28, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.2648, top5_acc: 0.5117, loss_cls: 3.4100, loss: 3.4100, grad_norm: 4.5948 2021-01-29 03:46:23,316 - mmaction - INFO - Epoch [2][1380/3757] lr: 1.000e-02, eta: 2 days, 18:47:06, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.2938, top5_acc: 0.5352, loss_cls: 3.2399, loss: 3.2399, grad_norm: 4.7395 2021-01-29 03:46:28,850 - mmaction - INFO - Epoch [2][1400/3757] lr: 1.000e-02, eta: 2 days, 18:37:58, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.2914, top5_acc: 0.5227, loss_cls: 3.3707, loss: 3.3707, grad_norm: 6.0584 2021-01-29 03:46:34,273 - mmaction - INFO - Epoch [2][1420/3757] lr: 1.000e-02, eta: 2 days, 18:28:46, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.2984, top5_acc: 0.5375, loss_cls: 3.3758, loss: 3.3758, grad_norm: 4.7955 2021-01-29 03:46:39,697 - mmaction - INFO - Epoch [2][1440/3757] lr: 1.000e-02, eta: 2 days, 18:19:39, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.2727, top5_acc: 0.5008, loss_cls: 3.4805, loss: 3.4805, grad_norm: 4.6520 2021-01-29 03:46:45,312 - mmaction - INFO - Epoch [2][1460/3757] lr: 1.000e-02, eta: 2 days, 18:10:50, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.2773, top5_acc: 0.5227, loss_cls: 3.3863, loss: 3.3863, grad_norm: 4.6411 2021-01-29 03:46:51,604 - mmaction - INFO - Epoch [2][1480/3757] lr: 1.000e-02, eta: 2 days, 18:02:52, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.2758, top5_acc: 0.5336, loss_cls: 3.3395, loss: 3.3395, grad_norm: 4.7652 2021-01-29 03:46:57,525 - mmaction - INFO - Epoch [2][1500/3757] lr: 1.000e-02, eta: 2 days, 17:54:32, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.2602, top5_acc: 0.5437, loss_cls: 3.3277, loss: 3.3277, grad_norm: 4.5812 2021-01-29 03:47:03,321 - mmaction - INFO - Epoch [2][1520/3757] lr: 1.000e-02, eta: 2 days, 17:46:07, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.2984, top5_acc: 0.5633, loss_cls: 3.2188, loss: 3.2188, grad_norm: 4.7540 2021-01-29 03:47:08,774 - mmaction - INFO - Epoch [2][1540/3757] lr: 1.000e-02, eta: 2 days, 17:37:22, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.2789, top5_acc: 0.5414, loss_cls: 3.3496, loss: 3.3496, grad_norm: 4.6128 2021-01-29 03:47:14,326 - mmaction - INFO - Epoch [2][1560/3757] lr: 1.000e-02, eta: 2 days, 17:28:47, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.2781, top5_acc: 0.5312, loss_cls: 3.3656, loss: 3.3656, grad_norm: 4.7570 2021-01-29 03:47:19,753 - mmaction - INFO - Epoch [2][1580/3757] lr: 1.000e-02, eta: 2 days, 17:20:05, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.2766, top5_acc: 0.5266, loss_cls: 3.3638, loss: 3.3638, grad_norm: 4.7690 2021-01-29 03:47:25,815 - mmaction - INFO - Epoch [2][1600/3757] lr: 1.000e-02, eta: 2 days, 17:12:16, time: 0.305, data_time: 0.004, memory: 3385, top1_acc: 0.2883, top5_acc: 0.5414, loss_cls: 3.3154, loss: 3.3154, grad_norm: 4.6790 2021-01-29 03:47:31,381 - mmaction - INFO - Epoch [2][1620/3757] lr: 1.000e-02, eta: 2 days, 17:03:53, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.2672, top5_acc: 0.5484, loss_cls: 3.3001, loss: 3.3001, grad_norm: 4.7217 2021-01-29 03:47:37,598 - mmaction - INFO - Epoch [2][1640/3757] lr: 1.000e-02, eta: 2 days, 16:56:19, time: 0.311, data_time: 0.004, memory: 3385, top1_acc: 0.2781, top5_acc: 0.5273, loss_cls: 3.3606, loss: 3.3606, grad_norm: 4.7651 2021-01-29 03:47:43,593 - mmaction - INFO - Epoch [2][1660/3757] lr: 1.000e-02, eta: 2 days, 16:48:34, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.2961, top5_acc: 0.5320, loss_cls: 3.2995, loss: 3.2995, grad_norm: 4.7118 2021-01-29 03:47:49,876 - mmaction - INFO - Epoch [2][1680/3757] lr: 1.000e-02, eta: 2 days, 16:41:11, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.2742, top5_acc: 0.5312, loss_cls: 3.3660, loss: 3.3660, grad_norm: 6.4909 2021-01-29 03:47:55,327 - mmaction - INFO - Epoch [2][1700/3757] lr: 1.000e-02, eta: 2 days, 16:32:54, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.2555, top5_acc: 0.5125, loss_cls: 3.4146, loss: 3.4146, grad_norm: 5.2755 2021-01-29 03:48:01,237 - mmaction - INFO - Epoch [2][1720/3757] lr: 1.000e-02, eta: 2 days, 16:25:13, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.2844, top5_acc: 0.5492, loss_cls: 3.3286, loss: 3.3286, grad_norm: 4.9513 2021-01-29 03:48:07,029 - mmaction - INFO - Epoch [2][1740/3757] lr: 1.000e-02, eta: 2 days, 16:17:26, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.3664, loss: 3.3664, grad_norm: 5.0105 2021-01-29 03:48:12,504 - mmaction - INFO - Epoch [2][1760/3757] lr: 1.000e-02, eta: 2 days, 16:09:23, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.2562, top5_acc: 0.5305, loss_cls: 3.4482, loss: 3.4482, grad_norm: 4.6399 2021-01-29 03:48:17,899 - mmaction - INFO - Epoch [2][1780/3757] lr: 1.000e-02, eta: 2 days, 16:01:16, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.2750, top5_acc: 0.5172, loss_cls: 3.4067, loss: 3.4067, grad_norm: 4.7160 2021-01-29 03:48:24,628 - mmaction - INFO - Epoch [2][1800/3757] lr: 1.000e-02, eta: 2 days, 15:54:42, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.2625, top5_acc: 0.5164, loss_cls: 3.4925, loss: 3.4925, grad_norm: 4.7858 2021-01-29 03:48:29,907 - mmaction - INFO - Epoch [2][1820/3757] lr: 1.000e-02, eta: 2 days, 15:46:36, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.2820, top5_acc: 0.5273, loss_cls: 3.2432, loss: 3.2432, grad_norm: 4.6928 2021-01-29 03:48:35,101 - mmaction - INFO - Epoch [2][1840/3757] lr: 1.000e-02, eta: 2 days, 15:38:26, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3748, loss: 3.3748, grad_norm: 4.6180 2021-01-29 03:48:40,932 - mmaction - INFO - Epoch [2][1860/3757] lr: 1.000e-02, eta: 2 days, 15:31:02, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.2687, top5_acc: 0.5086, loss_cls: 3.3839, loss: 3.3839, grad_norm: 4.6419 2021-01-29 03:48:47,152 - mmaction - INFO - Epoch [2][1880/3757] lr: 1.000e-02, eta: 2 days, 15:24:07, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.2930, top5_acc: 0.5312, loss_cls: 3.3165, loss: 3.3165, grad_norm: 4.8441 2021-01-29 03:48:52,663 - mmaction - INFO - Epoch [2][1900/3757] lr: 1.000e-02, eta: 2 days, 15:16:27, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.3094, top5_acc: 0.5453, loss_cls: 3.2392, loss: 3.2392, grad_norm: 4.5773 2021-01-29 03:48:58,433 - mmaction - INFO - Epoch [2][1920/3757] lr: 1.000e-02, eta: 2 days, 15:09:09, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.2953, top5_acc: 0.5453, loss_cls: 3.2965, loss: 3.2965, grad_norm: 4.6465 2021-01-29 03:49:04,289 - mmaction - INFO - Epoch [2][1940/3757] lr: 1.000e-02, eta: 2 days, 15:01:59, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.2969, top5_acc: 0.5453, loss_cls: 3.2487, loss: 3.2487, grad_norm: 4.6456 2021-01-29 03:49:10,288 - mmaction - INFO - Epoch [2][1960/3757] lr: 1.000e-02, eta: 2 days, 14:55:01, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.2766, top5_acc: 0.5109, loss_cls: 3.3633, loss: 3.3633, grad_norm: 4.5509 2021-01-29 03:49:16,070 - mmaction - INFO - Epoch [2][1980/3757] lr: 1.000e-02, eta: 2 days, 14:47:53, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.2938, top5_acc: 0.5352, loss_cls: 3.2738, loss: 3.2738, grad_norm: 4.7370 2021-01-29 03:49:21,959 - mmaction - INFO - Epoch [2][2000/3757] lr: 1.000e-02, eta: 2 days, 14:40:53, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.2891, top5_acc: 0.5437, loss_cls: 3.2411, loss: 3.2411, grad_norm: 4.6625 2021-01-29 03:49:27,749 - mmaction - INFO - Epoch [2][2020/3757] lr: 1.000e-02, eta: 2 days, 14:33:51, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.2750, top5_acc: 0.5141, loss_cls: 3.4408, loss: 3.4408, grad_norm: 4.7207 2021-01-29 03:49:33,992 - mmaction - INFO - Epoch [2][2040/3757] lr: 1.000e-02, eta: 2 days, 14:27:19, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.3195, top5_acc: 0.5500, loss_cls: 3.2031, loss: 3.2031, grad_norm: 4.9057 2021-01-29 03:49:39,738 - mmaction - INFO - Epoch [2][2060/3757] lr: 1.000e-02, eta: 2 days, 14:20:20, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.2914, top5_acc: 0.5461, loss_cls: 3.2973, loss: 3.2973, grad_norm: 4.6596 2021-01-29 03:49:45,165 - mmaction - INFO - Epoch [2][2080/3757] lr: 1.000e-02, eta: 2 days, 14:13:03, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.3768, loss: 3.3768, grad_norm: 5.5483 2021-01-29 03:49:50,951 - mmaction - INFO - Epoch [2][2100/3757] lr: 1.000e-02, eta: 2 days, 14:06:11, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.2633, top5_acc: 0.5273, loss_cls: 3.4334, loss: 3.4334, grad_norm: 4.8529 2021-01-29 03:49:57,203 - mmaction - INFO - Epoch [2][2120/3757] lr: 1.000e-02, eta: 2 days, 13:59:52, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.2562, top5_acc: 0.5062, loss_cls: 3.4626, loss: 3.4626, grad_norm: 5.7421 2021-01-29 03:50:02,816 - mmaction - INFO - Epoch [2][2140/3757] lr: 1.000e-02, eta: 2 days, 13:52:50, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.2953, top5_acc: 0.5437, loss_cls: 3.2839, loss: 3.2839, grad_norm: 4.5860 2021-01-29 03:50:09,484 - mmaction - INFO - Epoch [2][2160/3757] lr: 1.000e-02, eta: 2 days, 13:47:07, time: 0.337, data_time: 0.006, memory: 3385, top1_acc: 0.2805, top5_acc: 0.5242, loss_cls: 3.3083, loss: 3.3083, grad_norm: 4.6955 2021-01-29 03:50:15,328 - mmaction - INFO - Epoch [2][2180/3757] lr: 1.000e-02, eta: 2 days, 13:40:29, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.3098, loss: 3.3098, grad_norm: 4.3744 2021-01-29 03:50:20,717 - mmaction - INFO - Epoch [2][2200/3757] lr: 1.000e-02, eta: 2 days, 13:33:26, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.2781, top5_acc: 0.5586, loss_cls: 3.2857, loss: 3.2857, grad_norm: 4.8280 2021-01-29 03:50:26,124 - mmaction - INFO - Epoch [2][2220/3757] lr: 1.000e-02, eta: 2 days, 13:26:27, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.2766, top5_acc: 0.5563, loss_cls: 3.2166, loss: 3.2166, grad_norm: 4.5982 2021-01-29 03:50:32,234 - mmaction - INFO - Epoch [2][2240/3757] lr: 1.000e-02, eta: 2 days, 13:20:14, time: 0.306, data_time: 0.005, memory: 3385, top1_acc: 0.2953, top5_acc: 0.5359, loss_cls: 3.2723, loss: 3.2723, grad_norm: 4.7407 2021-01-29 03:50:38,069 - mmaction - INFO - Epoch [2][2260/3757] lr: 1.000e-02, eta: 2 days, 13:13:47, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.2781, top5_acc: 0.5477, loss_cls: 3.2896, loss: 3.2896, grad_norm: 4.7374 2021-01-29 03:50:43,770 - mmaction - INFO - Epoch [2][2280/3757] lr: 1.000e-02, eta: 2 days, 13:07:14, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.2578, top5_acc: 0.5352, loss_cls: 3.3269, loss: 3.3269, grad_norm: 4.5688 2021-01-29 03:50:49,914 - mmaction - INFO - Epoch [2][2300/3757] lr: 1.000e-02, eta: 2 days, 13:01:10, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.2891, top5_acc: 0.5500, loss_cls: 3.2443, loss: 3.2443, grad_norm: 4.5579 2021-01-29 03:50:55,554 - mmaction - INFO - Epoch [2][2320/3757] lr: 1.000e-02, eta: 2 days, 12:54:38, time: 0.282, data_time: 0.004, memory: 3385, top1_acc: 0.3141, top5_acc: 0.5609, loss_cls: 3.2093, loss: 3.2093, grad_norm: 4.8291 2021-01-29 03:51:01,081 - mmaction - INFO - Epoch [2][2340/3757] lr: 1.000e-02, eta: 2 days, 12:48:03, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.2922, top5_acc: 0.5500, loss_cls: 3.3037, loss: 3.3037, grad_norm: 4.7524 2021-01-29 03:51:06,878 - mmaction - INFO - Epoch [2][2360/3757] lr: 1.000e-02, eta: 2 days, 12:41:46, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.2727, top5_acc: 0.5234, loss_cls: 3.3563, loss: 3.3563, grad_norm: 4.8713 2021-01-29 03:51:12,456 - mmaction - INFO - Epoch [2][2380/3757] lr: 1.000e-02, eta: 2 days, 12:35:12, time: 0.274, data_time: 0.000, memory: 3385, top1_acc: 0.2859, top5_acc: 0.5367, loss_cls: 3.2787, loss: 3.2787, grad_norm: 4.6637 2021-01-29 03:51:18,322 - mmaction - INFO - Epoch [2][2400/3757] lr: 1.000e-02, eta: 2 days, 12:29:09, time: 0.298, data_time: 0.006, memory: 3385, top1_acc: 0.2945, top5_acc: 0.5383, loss_cls: 3.2798, loss: 3.2798, grad_norm: 4.5378 2021-01-29 03:51:24,043 - mmaction - INFO - Epoch [2][2420/3757] lr: 1.000e-02, eta: 2 days, 12:22:55, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.3047, top5_acc: 0.5430, loss_cls: 3.2566, loss: 3.2566, grad_norm: 4.5016 2021-01-29 03:51:30,379 - mmaction - INFO - Epoch [2][2440/3757] lr: 1.000e-02, eta: 2 days, 12:17:19, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.2758, top5_acc: 0.5312, loss_cls: 3.3268, loss: 3.3268, grad_norm: 4.7600 2021-01-29 03:51:36,574 - mmaction - INFO - Epoch [2][2460/3757] lr: 1.000e-02, eta: 2 days, 12:11:37, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.2867, top5_acc: 0.5563, loss_cls: 3.2239, loss: 3.2239, grad_norm: 4.6234 2021-01-29 03:51:42,574 - mmaction - INFO - Epoch [2][2480/3757] lr: 1.000e-02, eta: 2 days, 12:05:46, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.2930, top5_acc: 0.5305, loss_cls: 3.3055, loss: 3.3055, grad_norm: 4.5525 2021-01-29 03:51:48,933 - mmaction - INFO - Epoch [2][2500/3757] lr: 1.000e-02, eta: 2 days, 12:00:19, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.2945, top5_acc: 0.5547, loss_cls: 3.2217, loss: 3.2217, grad_norm: 4.7911 2021-01-29 03:51:54,534 - mmaction - INFO - Epoch [2][2520/3757] lr: 1.000e-02, eta: 2 days, 11:54:08, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.2836, top5_acc: 0.5391, loss_cls: 3.3152, loss: 3.3152, grad_norm: 4.5096 2021-01-29 03:52:00,778 - mmaction - INFO - Epoch [2][2540/3757] lr: 1.000e-02, eta: 2 days, 11:48:38, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.2875, top5_acc: 0.5398, loss_cls: 3.2805, loss: 3.2805, grad_norm: 4.6434 2021-01-29 03:52:06,491 - mmaction - INFO - Epoch [2][2560/3757] lr: 1.000e-02, eta: 2 days, 11:42:39, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.2914, top5_acc: 0.5383, loss_cls: 3.3417, loss: 3.3417, grad_norm: 4.5859 2021-01-29 03:52:12,130 - mmaction - INFO - Epoch [2][2580/3757] lr: 1.000e-02, eta: 2 days, 11:36:37, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.2742, top5_acc: 0.5195, loss_cls: 3.3210, loss: 3.3210, grad_norm: 4.7567 2021-01-29 03:52:17,624 - mmaction - INFO - Epoch [2][2600/3757] lr: 1.000e-02, eta: 2 days, 11:30:30, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.2891, top5_acc: 0.5344, loss_cls: 3.2610, loss: 3.2610, grad_norm: 4.8293 2021-01-29 03:52:22,994 - mmaction - INFO - Epoch [2][2620/3757] lr: 1.000e-02, eta: 2 days, 11:24:17, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.3055, top5_acc: 0.5523, loss_cls: 3.2420, loss: 3.2420, grad_norm: 5.5148 2021-01-29 03:52:28,766 - mmaction - INFO - Epoch [2][2640/3757] lr: 1.000e-02, eta: 2 days, 11:18:30, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.2727, top5_acc: 0.5172, loss_cls: 3.3918, loss: 3.3918, grad_norm: 4.6976 2021-01-29 03:52:34,922 - mmaction - INFO - Epoch [2][2660/3757] lr: 1.000e-02, eta: 2 days, 11:13:07, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.2758, top5_acc: 0.5375, loss_cls: 3.2938, loss: 3.2938, grad_norm: 4.7605 2021-01-29 03:52:40,339 - mmaction - INFO - Epoch [2][2680/3757] lr: 1.000e-02, eta: 2 days, 11:07:04, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.2883, top5_acc: 0.5523, loss_cls: 3.3187, loss: 3.3187, grad_norm: 5.1461 2021-01-29 03:52:45,983 - mmaction - INFO - Epoch [2][2700/3757] lr: 1.000e-02, eta: 2 days, 11:01:16, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.2797, top5_acc: 0.5305, loss_cls: 3.3091, loss: 3.3091, grad_norm: 4.6727 2021-01-29 03:52:52,908 - mmaction - INFO - Epoch [2][2720/3757] lr: 1.000e-02, eta: 2 days, 10:56:44, time: 0.347, data_time: 0.002, memory: 3385, top1_acc: 0.3102, top5_acc: 0.5758, loss_cls: 3.1669, loss: 3.1669, grad_norm: 4.5860 2021-01-29 03:52:58,980 - mmaction - INFO - Epoch [2][2740/3757] lr: 1.000e-02, eta: 2 days, 10:51:24, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.2984, top5_acc: 0.5547, loss_cls: 3.2330, loss: 3.2330, grad_norm: 4.6605 2021-01-29 03:53:04,704 - mmaction - INFO - Epoch [2][2760/3757] lr: 1.000e-02, eta: 2 days, 10:45:47, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.2977, top5_acc: 0.5406, loss_cls: 3.2741, loss: 3.2741, grad_norm: 4.5752 2021-01-29 03:53:10,409 - mmaction - INFO - Epoch [2][2780/3757] lr: 1.000e-02, eta: 2 days, 10:40:10, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.2836, top5_acc: 0.5430, loss_cls: 3.3053, loss: 3.3053, grad_norm: 4.6158 2021-01-29 03:53:16,092 - mmaction - INFO - Epoch [2][2800/3757] lr: 1.000e-02, eta: 2 days, 10:34:34, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.2859, top5_acc: 0.5453, loss_cls: 3.2257, loss: 3.2257, grad_norm: 4.6426 2021-01-29 03:53:21,585 - mmaction - INFO - Epoch [2][2820/3757] lr: 1.000e-02, eta: 2 days, 10:28:50, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.2867, top5_acc: 0.5391, loss_cls: 3.2888, loss: 3.2888, grad_norm: 4.5164 2021-01-29 03:53:27,819 - mmaction - INFO - Epoch [2][2840/3757] lr: 1.000e-02, eta: 2 days, 10:23:49, time: 0.312, data_time: 0.005, memory: 3385, top1_acc: 0.2836, top5_acc: 0.5555, loss_cls: 3.2213, loss: 3.2213, grad_norm: 4.5533 2021-01-29 03:53:33,594 - mmaction - INFO - Epoch [2][2860/3757] lr: 1.000e-02, eta: 2 days, 10:18:25, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.3039, top5_acc: 0.5680, loss_cls: 3.1834, loss: 3.1834, grad_norm: 4.8202 2021-01-29 03:53:39,033 - mmaction - INFO - Epoch [2][2880/3757] lr: 1.000e-02, eta: 2 days, 10:12:43, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.2906, top5_acc: 0.5266, loss_cls: 3.3429, loss: 3.3429, grad_norm: 4.5622 2021-01-29 03:53:45,121 - mmaction - INFO - Epoch [2][2900/3757] lr: 1.000e-02, eta: 2 days, 10:07:39, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.3039, top5_acc: 0.5609, loss_cls: 3.1755, loss: 3.1755, grad_norm: 4.5583 2021-01-29 03:53:50,864 - mmaction - INFO - Epoch [2][2920/3757] lr: 1.000e-02, eta: 2 days, 10:02:19, time: 0.288, data_time: 0.004, memory: 3385, top1_acc: 0.2914, top5_acc: 0.5336, loss_cls: 3.3139, loss: 3.3139, grad_norm: 4.7694 2021-01-29 03:53:56,606 - mmaction - INFO - Epoch [2][2940/3757] lr: 1.000e-02, eta: 2 days, 9:57:00, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.3078, top5_acc: 0.5586, loss_cls: 3.2174, loss: 3.2174, grad_norm: 4.3885 2021-01-29 03:54:01,961 - mmaction - INFO - Epoch [2][2960/3757] lr: 1.000e-02, eta: 2 days, 9:51:22, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.2836, top5_acc: 0.5711, loss_cls: 3.2068, loss: 3.2068, grad_norm: 4.5249 2021-01-29 03:54:07,900 - mmaction - INFO - Epoch [2][2980/3757] lr: 1.000e-02, eta: 2 days, 9:46:17, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.2891, top5_acc: 0.5453, loss_cls: 3.2150, loss: 3.2150, grad_norm: 4.8407 2021-01-29 03:54:13,565 - mmaction - INFO - Epoch [2][3000/3757] lr: 1.000e-02, eta: 2 days, 9:41:00, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.2930, top5_acc: 0.5609, loss_cls: 3.2358, loss: 3.2358, grad_norm: 4.5582 2021-01-29 03:54:19,486 - mmaction - INFO - Epoch [2][3020/3757] lr: 1.000e-02, eta: 2 days, 9:35:58, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.2828, top5_acc: 0.5242, loss_cls: 3.3234, loss: 3.3234, grad_norm: 4.5225 2021-01-29 03:54:25,233 - mmaction - INFO - Epoch [2][3040/3757] lr: 1.000e-02, eta: 2 days, 9:30:49, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.3187, top5_acc: 0.5539, loss_cls: 3.2192, loss: 3.2192, grad_norm: 4.4013 2021-01-29 03:54:31,730 - mmaction - INFO - Epoch [2][3060/3757] lr: 1.000e-02, eta: 2 days, 9:26:22, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.2984, top5_acc: 0.5563, loss_cls: 3.1994, loss: 3.1994, grad_norm: 4.5932 2021-01-29 03:54:36,880 - mmaction - INFO - Epoch [2][3080/3757] lr: 1.000e-02, eta: 2 days, 9:20:43, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.2836, top5_acc: 0.5469, loss_cls: 3.2554, loss: 3.2554, grad_norm: 4.6581 2021-01-29 03:54:42,613 - mmaction - INFO - Epoch [2][3100/3757] lr: 1.000e-02, eta: 2 days, 9:15:38, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.3125, top5_acc: 0.5633, loss_cls: 3.1613, loss: 3.1613, grad_norm: 4.6800 2021-01-29 03:54:47,816 - mmaction - INFO - Epoch [2][3120/3757] lr: 1.000e-02, eta: 2 days, 9:10:07, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.2984, top5_acc: 0.5422, loss_cls: 3.2807, loss: 3.2807, grad_norm: 4.5377 2021-01-29 03:54:53,837 - mmaction - INFO - Epoch [2][3140/3757] lr: 1.000e-02, eta: 2 days, 9:05:21, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.3102, top5_acc: 0.5508, loss_cls: 3.2533, loss: 3.2533, grad_norm: 4.5126 2021-01-29 03:54:59,529 - mmaction - INFO - Epoch [2][3160/3757] lr: 1.000e-02, eta: 2 days, 9:00:18, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.3086, top5_acc: 0.5570, loss_cls: 3.1899, loss: 3.1899, grad_norm: 4.6740 2021-01-29 03:55:06,074 - mmaction - INFO - Epoch [2][3180/3757] lr: 1.000e-02, eta: 2 days, 8:56:04, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.3195, top5_acc: 0.5508, loss_cls: 3.2376, loss: 3.2376, grad_norm: 4.5902 2021-01-29 03:55:11,901 - mmaction - INFO - Epoch [2][3200/3757] lr: 1.000e-02, eta: 2 days, 8:51:12, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.3117, top5_acc: 0.5453, loss_cls: 3.2123, loss: 3.2123, grad_norm: 4.6681 2021-01-29 03:55:18,243 - mmaction - INFO - Epoch [2][3220/3757] lr: 1.000e-02, eta: 2 days, 8:46:49, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.2789, top5_acc: 0.5383, loss_cls: 3.3578, loss: 3.3578, grad_norm: 4.5231 2021-01-29 03:55:23,630 - mmaction - INFO - Epoch [2][3240/3757] lr: 1.000e-02, eta: 2 days, 8:41:38, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.2883, top5_acc: 0.5375, loss_cls: 3.3160, loss: 3.3160, grad_norm: 4.5961 2021-01-29 03:55:29,305 - mmaction - INFO - Epoch [2][3260/3757] lr: 1.000e-02, eta: 2 days, 8:36:44, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.2969, top5_acc: 0.5578, loss_cls: 3.2996, loss: 3.2996, grad_norm: 4.5061 2021-01-29 03:55:34,679 - mmaction - INFO - Epoch [2][3280/3757] lr: 1.000e-02, eta: 2 days, 8:31:35, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.3203, top5_acc: 0.5695, loss_cls: 3.0956, loss: 3.0956, grad_norm: 4.5810 2021-01-29 03:55:40,495 - mmaction - INFO - Epoch [2][3300/3757] lr: 1.000e-02, eta: 2 days, 8:26:51, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.2898, top5_acc: 0.5672, loss_cls: 3.1264, loss: 3.1264, grad_norm: 4.6675 2021-01-29 03:55:45,921 - mmaction - INFO - Epoch [2][3320/3757] lr: 1.000e-02, eta: 2 days, 8:21:49, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.2938, top5_acc: 0.5445, loss_cls: 3.2460, loss: 3.2460, grad_norm: 4.4292 2021-01-29 03:55:51,476 - mmaction - INFO - Epoch [2][3340/3757] lr: 1.000e-02, eta: 2 days, 8:16:55, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.3117, top5_acc: 0.5469, loss_cls: 3.2285, loss: 3.2285, grad_norm: 4.6759 2021-01-29 03:55:56,870 - mmaction - INFO - Epoch [2][3360/3757] lr: 1.000e-02, eta: 2 days, 8:11:53, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.2891, top5_acc: 0.5453, loss_cls: 3.3061, loss: 3.3061, grad_norm: 4.5790 2021-01-29 03:56:02,782 - mmaction - INFO - Epoch [2][3380/3757] lr: 1.000e-02, eta: 2 days, 8:07:21, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.3141, top5_acc: 0.5563, loss_cls: 3.1563, loss: 3.1563, grad_norm: 4.4482 2021-01-29 03:56:08,520 - mmaction - INFO - Epoch [2][3400/3757] lr: 1.000e-02, eta: 2 days, 8:02:41, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.3133, top5_acc: 0.5719, loss_cls: 3.1802, loss: 3.1802, grad_norm: 4.7882 2021-01-29 03:56:15,144 - mmaction - INFO - Epoch [2][3420/3757] lr: 1.000e-02, eta: 2 days, 7:58:47, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.3086, top5_acc: 0.5539, loss_cls: 3.2516, loss: 3.2516, grad_norm: 4.6499 2021-01-29 03:56:21,205 - mmaction - INFO - Epoch [2][3440/3757] lr: 1.000e-02, eta: 2 days, 7:54:27, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.2797, top5_acc: 0.5516, loss_cls: 3.3155, loss: 3.3155, grad_norm: 4.6549 2021-01-29 03:56:26,947 - mmaction - INFO - Epoch [2][3460/3757] lr: 1.000e-02, eta: 2 days, 7:49:52, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.2977, top5_acc: 0.5391, loss_cls: 3.2997, loss: 3.2997, grad_norm: 4.6017 2021-01-29 03:56:33,272 - mmaction - INFO - Epoch [2][3480/3757] lr: 1.000e-02, eta: 2 days, 7:45:47, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.3055, top5_acc: 0.5570, loss_cls: 3.1787, loss: 3.1787, grad_norm: 4.4448 2021-01-29 03:56:39,317 - mmaction - INFO - Epoch [2][3500/3757] lr: 1.000e-02, eta: 2 days, 7:41:30, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.2891, top5_acc: 0.5492, loss_cls: 3.2333, loss: 3.2333, grad_norm: 4.4733 2021-01-29 03:56:45,118 - mmaction - INFO - Epoch [2][3520/3757] lr: 1.000e-02, eta: 2 days, 7:37:02, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.3281, top5_acc: 0.5883, loss_cls: 3.0631, loss: 3.0631, grad_norm: 4.5589 2021-01-29 03:56:50,967 - mmaction - INFO - Epoch [2][3540/3757] lr: 1.000e-02, eta: 2 days, 7:32:37, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.3031, top5_acc: 0.5578, loss_cls: 3.2332, loss: 3.2332, grad_norm: 4.5076 2021-01-29 03:56:56,477 - mmaction - INFO - Epoch [2][3560/3757] lr: 1.000e-02, eta: 2 days, 7:27:57, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.3086, top5_acc: 0.5477, loss_cls: 3.2128, loss: 3.2128, grad_norm: 4.6392 2021-01-29 03:57:02,476 - mmaction - INFO - Epoch [2][3580/3757] lr: 1.000e-02, eta: 2 days, 7:23:44, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.3055, top5_acc: 0.5805, loss_cls: 3.0949, loss: 3.0949, grad_norm: 4.9653 2021-01-29 03:57:08,626 - mmaction - INFO - Epoch [2][3600/3757] lr: 1.000e-02, eta: 2 days, 7:19:38, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.2734, top5_acc: 0.5500, loss_cls: 3.2867, loss: 3.2867, grad_norm: 5.1376 2021-01-29 03:57:14,621 - mmaction - INFO - Epoch [2][3620/3757] lr: 1.000e-02, eta: 2 days, 7:15:27, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.3078, top5_acc: 0.5687, loss_cls: 3.1573, loss: 3.1573, grad_norm: 5.8938 2021-01-29 03:57:20,393 - mmaction - INFO - Epoch [2][3640/3757] lr: 1.000e-02, eta: 2 days, 7:11:06, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.2719, top5_acc: 0.5359, loss_cls: 3.3128, loss: 3.3128, grad_norm: 4.8446 2021-01-29 03:57:26,308 - mmaction - INFO - Epoch [2][3660/3757] lr: 1.000e-02, eta: 2 days, 7:06:53, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.3000, top5_acc: 0.5492, loss_cls: 3.1992, loss: 3.1992, grad_norm: 4.9655 2021-01-29 03:57:32,250 - mmaction - INFO - Epoch [2][3680/3757] lr: 1.000e-02, eta: 2 days, 7:02:43, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.2852, top5_acc: 0.5477, loss_cls: 3.2782, loss: 3.2782, grad_norm: 5.0887 2021-01-29 03:57:38,137 - mmaction - INFO - Epoch [2][3700/3757] lr: 1.000e-02, eta: 2 days, 6:58:31, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.2781, top5_acc: 0.5227, loss_cls: 3.3056, loss: 3.3056, grad_norm: 5.0284 2021-01-29 03:57:43,795 - mmaction - INFO - Epoch [2][3720/3757] lr: 1.000e-02, eta: 2 days, 6:54:10, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.3000, top5_acc: 0.5602, loss_cls: 3.2298, loss: 3.2298, grad_norm: 4.7038 2021-01-29 03:57:49,666 - mmaction - INFO - Epoch [2][3740/3757] lr: 1.000e-02, eta: 2 days, 6:50:01, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.3039, top5_acc: 0.5719, loss_cls: 3.1603, loss: 3.1603, grad_norm: 6.1307 2021-01-29 03:58:14,360 - mmaction - INFO - Saving checkpoint at 2 epochs 2021-01-29 04:15:45,906 - mmaction - INFO - Epoch [3][20/3757] lr: 1.000e-02, eta: 2 days, 20:46:31, time: 52.366, data_time: 51.633, memory: 3385, top1_acc: 0.2664, top5_acc: 0.5344, loss_cls: 3.2830, loss: 3.2830, grad_norm: 4.8596 2021-01-29 04:15:50,114 - mmaction - INFO - Epoch [3][40/3757] lr: 1.000e-02, eta: 2 days, 20:41:46, time: 0.395, data_time: 0.186, memory: 3385, top1_acc: 0.2930, top5_acc: 0.5633, loss_cls: 3.2518, loss: 3.2518, grad_norm: 4.5487 2021-01-29 04:15:54,342 - mmaction - INFO - Epoch [3][60/3757] lr: 1.000e-02, eta: 2 days, 20:34:05, time: 0.211, data_time: 0.004, memory: 3385, top1_acc: 0.3016, top5_acc: 0.5602, loss_cls: 3.2295, loss: 3.2295, grad_norm: 4.6810 2021-01-29 04:15:58,486 - mmaction - INFO - Epoch [3][80/3757] lr: 1.000e-02, eta: 2 days, 20:26:23, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.3172, top5_acc: 0.5687, loss_cls: 3.1901, loss: 3.1901, grad_norm: 4.6911 2021-01-29 04:16:02,627 - mmaction - INFO - Epoch [3][100/3757] lr: 1.000e-02, eta: 2 days, 20:18:42, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.3070, top5_acc: 0.5563, loss_cls: 3.2217, loss: 3.2217, grad_norm: 4.6084 2021-01-29 04:16:06,816 - mmaction - INFO - Epoch [3][120/3757] lr: 1.000e-02, eta: 2 days, 20:11:07, time: 0.210, data_time: 0.003, memory: 3385, top1_acc: 0.2883, top5_acc: 0.5516, loss_cls: 3.2275, loss: 3.2275, grad_norm: 4.5002 2021-01-29 04:16:10,995 - mmaction - INFO - Epoch [3][140/3757] lr: 1.000e-02, eta: 2 days, 20:03:33, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.3180, top5_acc: 0.5883, loss_cls: 3.1485, loss: 3.1485, grad_norm: 4.7192 2021-01-29 04:16:15,198 - mmaction - INFO - Epoch [3][160/3757] lr: 1.000e-02, eta: 2 days, 19:56:02, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.3117, top5_acc: 0.5602, loss_cls: 3.1910, loss: 3.1910, grad_norm: 4.5332 2021-01-29 04:16:19,461 - mmaction - INFO - Epoch [3][180/3757] lr: 1.000e-02, eta: 2 days, 19:48:38, time: 0.215, data_time: 0.005, memory: 3385, top1_acc: 0.3336, top5_acc: 0.5859, loss_cls: 3.0602, loss: 3.0602, grad_norm: 4.5997 2021-01-29 04:16:23,550 - mmaction - INFO - Epoch [3][200/3757] lr: 1.000e-02, eta: 2 days, 19:41:07, time: 0.204, data_time: 0.000, memory: 3385, top1_acc: 0.2961, top5_acc: 0.5523, loss_cls: 3.1780, loss: 3.1780, grad_norm: 4.5655 2021-01-29 04:16:27,682 - mmaction - INFO - Epoch [3][220/3757] lr: 1.000e-02, eta: 2 days, 19:33:40, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.3148, top5_acc: 0.5602, loss_cls: 3.1739, loss: 3.1739, grad_norm: 4.6292 2021-01-29 04:16:31,972 - mmaction - INFO - Epoch [3][240/3757] lr: 1.000e-02, eta: 2 days, 19:26:23, time: 0.214, data_time: 0.005, memory: 3385, top1_acc: 0.3133, top5_acc: 0.5539, loss_cls: 3.1084, loss: 3.1084, grad_norm: 4.5844 2021-01-29 04:16:36,206 - mmaction - INFO - Epoch [3][260/3757] lr: 1.000e-02, eta: 2 days, 19:19:05, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.3266, top5_acc: 0.5898, loss_cls: 3.1106, loss: 3.1106, grad_norm: 4.6805 2021-01-29 04:16:40,586 - mmaction - INFO - Epoch [3][280/3757] lr: 1.000e-02, eta: 2 days, 19:11:57, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.3336, top5_acc: 0.5813, loss_cls: 3.0742, loss: 3.0742, grad_norm: 4.7537 2021-01-29 04:16:44,750 - mmaction - INFO - Epoch [3][300/3757] lr: 1.000e-02, eta: 2 days, 19:04:41, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.1219, loss: 3.1219, grad_norm: 4.7283 2021-01-29 04:16:49,134 - mmaction - INFO - Epoch [3][320/3757] lr: 1.000e-02, eta: 2 days, 18:57:37, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.3133, top5_acc: 0.5758, loss_cls: 3.1279, loss: 3.1279, grad_norm: 4.6698 2021-01-29 04:16:53,291 - mmaction - INFO - Epoch [3][340/3757] lr: 1.000e-02, eta: 2 days, 18:50:25, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.2789, top5_acc: 0.5492, loss_cls: 3.2264, loss: 3.2264, grad_norm: 4.7270 2021-01-29 04:16:57,565 - mmaction - INFO - Epoch [3][360/3757] lr: 1.000e-02, eta: 2 days, 18:43:20, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.3180, top5_acc: 0.5500, loss_cls: 3.1908, loss: 3.1908, grad_norm: 4.6172 2021-01-29 04:17:01,988 - mmaction - INFO - Epoch [3][380/3757] lr: 1.000e-02, eta: 2 days, 18:36:25, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.3148, top5_acc: 0.5727, loss_cls: 3.1359, loss: 3.1359, grad_norm: 4.5817 2021-01-29 04:17:06,392 - mmaction - INFO - Epoch [3][400/3757] lr: 1.000e-02, eta: 2 days, 18:29:30, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.3109, top5_acc: 0.5750, loss_cls: 3.1662, loss: 3.1662, grad_norm: 4.7812 2021-01-29 04:17:10,864 - mmaction - INFO - Epoch [3][420/3757] lr: 1.000e-02, eta: 2 days, 18:22:41, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.2922, top5_acc: 0.5594, loss_cls: 3.2120, loss: 3.2120, grad_norm: 4.6442 2021-01-29 04:17:15,224 - mmaction - INFO - Epoch [3][440/3757] lr: 1.000e-02, eta: 2 days, 18:15:49, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.2984, top5_acc: 0.5758, loss_cls: 3.1639, loss: 3.1639, grad_norm: 4.9311 2021-01-29 04:17:19,789 - mmaction - INFO - Epoch [3][460/3757] lr: 1.000e-02, eta: 2 days, 18:09:08, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.3133, top5_acc: 0.5609, loss_cls: 3.1692, loss: 3.1692, grad_norm: 4.6904 2021-01-29 04:17:24,950 - mmaction - INFO - Epoch [3][480/3757] lr: 1.000e-02, eta: 2 days, 18:02:57, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.3187, top5_acc: 0.5766, loss_cls: 3.1624, loss: 3.1624, grad_norm: 4.6818 2021-01-29 04:17:29,584 - mmaction - INFO - Epoch [3][500/3757] lr: 1.000e-02, eta: 2 days, 17:56:23, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.3047, top5_acc: 0.5500, loss_cls: 3.2053, loss: 3.2053, grad_norm: 4.4677 2021-01-29 04:17:34,515 - mmaction - INFO - Epoch [3][520/3757] lr: 1.000e-02, eta: 2 days, 17:50:05, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.3070, top5_acc: 0.5656, loss_cls: 3.1393, loss: 3.1393, grad_norm: 4.3971 2021-01-29 04:17:39,565 - mmaction - INFO - Epoch [3][540/3757] lr: 1.000e-02, eta: 2 days, 17:43:54, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.3148, top5_acc: 0.5773, loss_cls: 3.0884, loss: 3.0884, grad_norm: 4.7281 2021-01-29 04:17:44,114 - mmaction - INFO - Epoch [3][560/3757] lr: 1.000e-02, eta: 2 days, 17:37:22, time: 0.228, data_time: 0.002, memory: 3385, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1837, loss: 3.1837, grad_norm: 4.6064 2021-01-29 04:17:49,480 - mmaction - INFO - Epoch [3][580/3757] lr: 1.000e-02, eta: 2 days, 17:31:29, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.3008, top5_acc: 0.5695, loss_cls: 3.1446, loss: 3.1446, grad_norm: 4.5201 2021-01-29 04:17:54,144 - mmaction - INFO - Epoch [3][600/3757] lr: 1.000e-02, eta: 2 days, 17:25:06, time: 0.233, data_time: 0.001, memory: 3385, top1_acc: 0.3195, top5_acc: 0.5922, loss_cls: 3.1232, loss: 3.1232, grad_norm: 4.5512 2021-01-29 04:17:59,367 - mmaction - INFO - Epoch [3][620/3757] lr: 1.000e-02, eta: 2 days, 17:19:10, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.3023, top5_acc: 0.5555, loss_cls: 3.2321, loss: 3.2321, grad_norm: 4.5507 2021-01-29 04:18:04,426 - mmaction - INFO - Epoch [3][640/3757] lr: 1.000e-02, eta: 2 days, 17:13:09, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.3398, top5_acc: 0.5875, loss_cls: 3.0598, loss: 3.0598, grad_norm: 4.7063 2021-01-29 04:18:09,798 - mmaction - INFO - Epoch [3][660/3757] lr: 1.000e-02, eta: 2 days, 17:07:24, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.3187, top5_acc: 0.5742, loss_cls: 3.1819, loss: 3.1819, grad_norm: 4.4746 2021-01-29 04:18:14,999 - mmaction - INFO - Epoch [3][680/3757] lr: 1.000e-02, eta: 2 days, 17:01:32, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.3195, top5_acc: 0.5922, loss_cls: 3.0806, loss: 3.0806, grad_norm: 4.5254 2021-01-29 04:18:20,740 - mmaction - INFO - Epoch [3][700/3757] lr: 1.000e-02, eta: 2 days, 16:56:06, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.3016, top5_acc: 0.5508, loss_cls: 3.2087, loss: 3.2087, grad_norm: 4.5378 2021-01-29 04:18:26,757 - mmaction - INFO - Epoch [3][720/3757] lr: 1.000e-02, eta: 2 days, 16:50:54, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.3266, top5_acc: 0.5766, loss_cls: 3.1083, loss: 3.1083, grad_norm: 4.5901 2021-01-29 04:18:32,188 - mmaction - INFO - Epoch [3][740/3757] lr: 1.000e-02, eta: 2 days, 16:45:17, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.3086, top5_acc: 0.5695, loss_cls: 3.1077, loss: 3.1077, grad_norm: 4.7427 2021-01-29 04:18:38,054 - mmaction - INFO - Epoch [3][760/3757] lr: 1.000e-02, eta: 2 days, 16:40:01, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.3281, top5_acc: 0.5711, loss_cls: 3.0496, loss: 3.0496, grad_norm: 4.5466 2021-01-29 04:18:43,531 - mmaction - INFO - Epoch [3][780/3757] lr: 1.000e-02, eta: 2 days, 16:34:30, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.3227, top5_acc: 0.5930, loss_cls: 3.0863, loss: 3.0863, grad_norm: 4.5522 2021-01-29 04:18:49,157 - mmaction - INFO - Epoch [3][800/3757] lr: 1.000e-02, eta: 2 days, 16:29:07, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.3063, top5_acc: 0.5633, loss_cls: 3.2030, loss: 3.2030, grad_norm: 4.7537 2021-01-29 04:18:55,023 - mmaction - INFO - Epoch [3][820/3757] lr: 1.000e-02, eta: 2 days, 16:23:56, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1695, loss: 3.1695, grad_norm: 4.8188 2021-01-29 04:19:00,640 - mmaction - INFO - Epoch [3][840/3757] lr: 1.000e-02, eta: 2 days, 16:18:35, time: 0.281, data_time: 0.004, memory: 3385, top1_acc: 0.2930, top5_acc: 0.5664, loss_cls: 3.1954, loss: 3.1954, grad_norm: 4.5500 2021-01-29 04:19:06,437 - mmaction - INFO - Epoch [3][860/3757] lr: 1.000e-02, eta: 2 days, 16:13:24, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.3289, top5_acc: 0.5742, loss_cls: 3.1613, loss: 3.1613, grad_norm: 4.5214 2021-01-29 04:19:12,543 - mmaction - INFO - Epoch [3][880/3757] lr: 1.000e-02, eta: 2 days, 16:08:28, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.3094, top5_acc: 0.5789, loss_cls: 3.0853, loss: 3.0853, grad_norm: 4.5377 2021-01-29 04:19:18,147 - mmaction - INFO - Epoch [3][900/3757] lr: 1.000e-02, eta: 2 days, 16:03:11, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.3063, top5_acc: 0.5430, loss_cls: 3.1806, loss: 3.1806, grad_norm: 4.5607 2021-01-29 04:19:24,096 - mmaction - INFO - Epoch [3][920/3757] lr: 1.000e-02, eta: 2 days, 15:58:11, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.3086, top5_acc: 0.5547, loss_cls: 3.1561, loss: 3.1561, grad_norm: 4.7103 2021-01-29 04:19:29,996 - mmaction - INFO - Epoch [3][940/3757] lr: 1.000e-02, eta: 2 days, 15:53:09, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.3383, top5_acc: 0.5977, loss_cls: 3.0219, loss: 3.0219, grad_norm: 4.7297 2021-01-29 04:19:35,520 - mmaction - INFO - Epoch [3][960/3757] lr: 1.000e-02, eta: 2 days, 15:47:54, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.3148, top5_acc: 0.5734, loss_cls: 3.1191, loss: 3.1191, grad_norm: 4.6149 2021-01-29 04:19:41,401 - mmaction - INFO - Epoch [3][980/3757] lr: 1.000e-02, eta: 2 days, 15:42:55, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.2953, top5_acc: 0.5312, loss_cls: 3.2525, loss: 3.2525, grad_norm: 4.5357 2021-01-29 04:19:46,948 - mmaction - INFO - Epoch [3][1000/3757] lr: 1.000e-02, eta: 2 days, 15:37:42, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.3172, top5_acc: 0.5602, loss_cls: 3.0842, loss: 3.0842, grad_norm: 4.6147 2021-01-29 04:19:52,698 - mmaction - INFO - Epoch [3][1020/3757] lr: 1.000e-02, eta: 2 days, 15:32:41, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.3250, top5_acc: 0.5609, loss_cls: 3.1367, loss: 3.1367, grad_norm: 4.6449 2021-01-29 04:19:59,023 - mmaction - INFO - Epoch [3][1040/3757] lr: 1.000e-02, eta: 2 days, 15:28:05, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.3172, top5_acc: 0.5773, loss_cls: 3.0815, loss: 3.0815, grad_norm: 4.6522 2021-01-29 04:20:05,004 - mmaction - INFO - Epoch [3][1060/3757] lr: 1.000e-02, eta: 2 days, 15:23:16, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0649, loss: 3.0649, grad_norm: 4.6335 2021-01-29 04:20:10,767 - mmaction - INFO - Epoch [3][1080/3757] lr: 1.000e-02, eta: 2 days, 15:18:18, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1559, loss: 3.1559, grad_norm: 4.5157 2021-01-29 04:20:16,804 - mmaction - INFO - Epoch [3][1100/3757] lr: 1.000e-02, eta: 2 days, 15:13:34, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.0653, loss: 3.0653, grad_norm: 4.4926 2021-01-29 04:20:22,494 - mmaction - INFO - Epoch [3][1120/3757] lr: 1.000e-02, eta: 2 days, 15:08:36, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.2984, top5_acc: 0.5516, loss_cls: 3.2388, loss: 3.2388, grad_norm: 4.5939 2021-01-29 04:20:28,501 - mmaction - INFO - Epoch [3][1140/3757] lr: 1.000e-02, eta: 2 days, 15:03:53, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.3328, top5_acc: 0.5969, loss_cls: 3.0536, loss: 3.0536, grad_norm: 4.8848 2021-01-29 04:20:33,961 - mmaction - INFO - Epoch [3][1160/3757] lr: 1.000e-02, eta: 2 days, 14:58:49, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.3258, top5_acc: 0.5945, loss_cls: 3.0203, loss: 3.0203, grad_norm: 4.4899 2021-01-29 04:20:40,709 - mmaction - INFO - Epoch [3][1180/3757] lr: 1.000e-02, eta: 2 days, 14:54:40, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1046, loss: 3.1046, grad_norm: 4.5790 2021-01-29 04:20:46,106 - mmaction - INFO - Epoch [3][1200/3757] lr: 1.000e-02, eta: 2 days, 14:49:35, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.3117, top5_acc: 0.5750, loss_cls: 3.1302, loss: 3.1302, grad_norm: 4.5517 2021-01-29 04:20:51,589 - mmaction - INFO - Epoch [3][1220/3757] lr: 1.000e-02, eta: 2 days, 14:44:34, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.3008, top5_acc: 0.5508, loss_cls: 3.2706, loss: 3.2706, grad_norm: 4.5323 2021-01-29 04:20:57,521 - mmaction - INFO - Epoch [3][1240/3757] lr: 1.000e-02, eta: 2 days, 14:39:55, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.3109, top5_acc: 0.5805, loss_cls: 3.0693, loss: 3.0693, grad_norm: 4.6230 2021-01-29 04:21:03,050 - mmaction - INFO - Epoch [3][1260/3757] lr: 1.000e-02, eta: 2 days, 14:35:00, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.3187, top5_acc: 0.5969, loss_cls: 3.0116, loss: 3.0116, grad_norm: 4.5206 2021-01-29 04:21:08,567 - mmaction - INFO - Epoch [3][1280/3757] lr: 1.000e-02, eta: 2 days, 14:30:05, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.3070, top5_acc: 0.5680, loss_cls: 3.1821, loss: 3.1821, grad_norm: 4.7078 2021-01-29 04:21:14,291 - mmaction - INFO - Epoch [3][1300/3757] lr: 1.000e-02, eta: 2 days, 14:25:21, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.3117, top5_acc: 0.5648, loss_cls: 3.1530, loss: 3.1530, grad_norm: 4.7344 2021-01-29 04:21:20,796 - mmaction - INFO - Epoch [3][1320/3757] lr: 1.000e-02, eta: 2 days, 14:21:10, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.3039, top5_acc: 0.5570, loss_cls: 3.1796, loss: 3.1796, grad_norm: 4.4949 2021-01-29 04:21:26,315 - mmaction - INFO - Epoch [3][1340/3757] lr: 1.000e-02, eta: 2 days, 14:16:19, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.3141, top5_acc: 0.5625, loss_cls: 3.1504, loss: 3.1504, grad_norm: 4.5407 2021-01-29 04:21:32,242 - mmaction - INFO - Epoch [3][1360/3757] lr: 1.000e-02, eta: 2 days, 14:11:47, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.3023, top5_acc: 0.5766, loss_cls: 3.1010, loss: 3.1010, grad_norm: 4.7675 2021-01-29 04:21:38,188 - mmaction - INFO - Epoch [3][1380/3757] lr: 1.000e-02, eta: 2 days, 14:07:16, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0506, loss: 3.0506, grad_norm: 4.6766 2021-01-29 04:21:43,960 - mmaction - INFO - Epoch [3][1400/3757] lr: 1.000e-02, eta: 2 days, 14:02:40, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.3344, top5_acc: 0.5953, loss_cls: 3.0112, loss: 3.0112, grad_norm: 4.7863 2021-01-29 04:21:49,383 - mmaction - INFO - Epoch [3][1420/3757] lr: 1.000e-02, eta: 2 days, 13:57:50, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.3242, top5_acc: 0.5766, loss_cls: 3.0954, loss: 3.0954, grad_norm: 5.8831 2021-01-29 04:21:55,262 - mmaction - INFO - Epoch [3][1440/3757] lr: 1.000e-02, eta: 2 days, 13:53:21, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.3227, top5_acc: 0.5672, loss_cls: 3.1167, loss: 3.1167, grad_norm: 4.8742 2021-01-29 04:22:01,256 - mmaction - INFO - Epoch [3][1460/3757] lr: 1.000e-02, eta: 2 days, 13:48:57, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.2867, top5_acc: 0.5602, loss_cls: 3.2261, loss: 3.2261, grad_norm: 4.7330 2021-01-29 04:22:07,220 - mmaction - INFO - Epoch [3][1480/3757] lr: 1.000e-02, eta: 2 days, 13:44:34, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.3148, top5_acc: 0.5703, loss_cls: 3.1144, loss: 3.1144, grad_norm: 4.5256 2021-01-29 04:22:12,448 - mmaction - INFO - Epoch [3][1500/3757] lr: 1.000e-02, eta: 2 days, 13:39:41, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.2914, top5_acc: 0.5578, loss_cls: 3.2625, loss: 3.2625, grad_norm: 4.5650 2021-01-29 04:22:18,200 - mmaction - INFO - Epoch [3][1520/3757] lr: 1.000e-02, eta: 2 days, 13:35:11, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.3148, top5_acc: 0.5781, loss_cls: 3.1272, loss: 3.1272, grad_norm: 4.4760 2021-01-29 04:22:23,937 - mmaction - INFO - Epoch [3][1540/3757] lr: 1.000e-02, eta: 2 days, 13:30:41, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.3234, top5_acc: 0.5719, loss_cls: 3.1628, loss: 3.1628, grad_norm: 4.4127 2021-01-29 04:22:29,843 - mmaction - INFO - Epoch [3][1560/3757] lr: 1.000e-02, eta: 2 days, 13:26:20, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.0819, loss: 3.0819, grad_norm: 4.3234 2021-01-29 04:22:36,569 - mmaction - INFO - Epoch [3][1580/3757] lr: 1.000e-02, eta: 2 days, 13:22:32, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.3320, top5_acc: 0.5945, loss_cls: 2.9864, loss: 2.9864, grad_norm: 4.6283 2021-01-29 04:22:42,009 - mmaction - INFO - Epoch [3][1600/3757] lr: 1.000e-02, eta: 2 days, 13:17:54, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.3320, top5_acc: 0.5836, loss_cls: 3.0863, loss: 3.0863, grad_norm: 4.6087 2021-01-29 04:22:47,855 - mmaction - INFO - Epoch [3][1620/3757] lr: 1.000e-02, eta: 2 days, 13:13:34, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.3500, top5_acc: 0.5953, loss_cls: 3.0064, loss: 3.0064, grad_norm: 4.8251 2021-01-29 04:22:53,839 - mmaction - INFO - Epoch [3][1640/3757] lr: 1.000e-02, eta: 2 days, 13:09:19, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.3016, top5_acc: 0.5641, loss_cls: 3.1753, loss: 3.1753, grad_norm: 4.4379 2021-01-29 04:22:59,791 - mmaction - INFO - Epoch [3][1660/3757] lr: 1.000e-02, eta: 2 days, 13:05:06, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.3164, top5_acc: 0.5813, loss_cls: 3.0953, loss: 3.0953, grad_norm: 4.6009 2021-01-29 04:23:05,832 - mmaction - INFO - Epoch [3][1680/3757] lr: 1.000e-02, eta: 2 days, 13:00:56, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.3312, top5_acc: 0.5992, loss_cls: 2.9982, loss: 2.9982, grad_norm: 4.5150 2021-01-29 04:23:12,052 - mmaction - INFO - Epoch [3][1700/3757] lr: 1.000e-02, eta: 2 days, 12:56:55, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.3477, top5_acc: 0.6023, loss_cls: 3.0142, loss: 3.0142, grad_norm: 4.8598 2021-01-29 04:23:17,386 - mmaction - INFO - Epoch [3][1720/3757] lr: 1.000e-02, eta: 2 days, 12:52:19, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.3367, top5_acc: 0.5883, loss_cls: 3.0735, loss: 3.0735, grad_norm: 4.4475 2021-01-29 04:23:23,848 - mmaction - INFO - Epoch [3][1740/3757] lr: 1.000e-02, eta: 2 days, 12:48:30, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.3250, top5_acc: 0.6086, loss_cls: 2.9941, loss: 2.9941, grad_norm: 4.4678 2021-01-29 04:23:29,274 - mmaction - INFO - Epoch [3][1760/3757] lr: 1.000e-02, eta: 2 days, 12:44:00, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.3234, top5_acc: 0.5680, loss_cls: 3.0831, loss: 3.0831, grad_norm: 4.4854 2021-01-29 04:23:35,528 - mmaction - INFO - Epoch [3][1780/3757] lr: 1.000e-02, eta: 2 days, 12:40:04, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.3258, top5_acc: 0.5625, loss_cls: 3.0891, loss: 3.0891, grad_norm: 4.4202 2021-01-29 04:23:41,136 - mmaction - INFO - Epoch [3][1800/3757] lr: 1.000e-02, eta: 2 days, 12:35:44, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.3297, top5_acc: 0.5789, loss_cls: 3.0810, loss: 3.0810, grad_norm: 4.5307 2021-01-29 04:23:46,631 - mmaction - INFO - Epoch [3][1820/3757] lr: 1.000e-02, eta: 2 days, 12:31:20, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 2.9735, loss: 2.9735, grad_norm: 4.6566 2021-01-29 04:23:52,793 - mmaction - INFO - Epoch [3][1840/3757] lr: 1.000e-02, eta: 2 days, 12:27:24, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.3227, top5_acc: 0.5711, loss_cls: 3.1348, loss: 3.1348, grad_norm: 4.5197 2021-01-29 04:23:58,629 - mmaction - INFO - Epoch [3][1860/3757] lr: 1.000e-02, eta: 2 days, 12:23:16, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.3266, top5_acc: 0.5687, loss_cls: 3.1623, loss: 3.1623, grad_norm: 4.5136 2021-01-29 04:24:04,799 - mmaction - INFO - Epoch [3][1880/3757] lr: 1.000e-02, eta: 2 days, 12:19:22, time: 0.309, data_time: 0.003, memory: 3385, top1_acc: 0.3133, top5_acc: 0.5758, loss_cls: 3.0850, loss: 3.0850, grad_norm: 4.5392 2021-01-29 04:24:10,952 - mmaction - INFO - Epoch [3][1900/3757] lr: 1.000e-02, eta: 2 days, 12:15:28, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.3297, top5_acc: 0.5922, loss_cls: 3.0521, loss: 3.0521, grad_norm: 4.5684 2021-01-29 04:24:17,150 - mmaction - INFO - Epoch [3][1920/3757] lr: 1.000e-02, eta: 2 days, 12:11:37, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.2977, top5_acc: 0.5953, loss_cls: 3.1752, loss: 3.1752, grad_norm: 4.4822 2021-01-29 04:24:23,056 - mmaction - INFO - Epoch [3][1940/3757] lr: 1.000e-02, eta: 2 days, 12:07:35, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.3336, top5_acc: 0.5828, loss_cls: 3.0574, loss: 3.0574, grad_norm: 4.5760 2021-01-29 04:24:29,417 - mmaction - INFO - Epoch [3][1960/3757] lr: 1.000e-02, eta: 2 days, 12:03:53, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.0904, loss: 3.0904, grad_norm: 4.5909 2021-01-29 04:24:34,805 - mmaction - INFO - Epoch [3][1980/3757] lr: 1.000e-02, eta: 2 days, 11:59:33, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.3055, top5_acc: 0.5500, loss_cls: 3.2265, loss: 3.2265, grad_norm: 4.6274 2021-01-29 04:24:41,039 - mmaction - INFO - Epoch [3][2000/3757] lr: 1.000e-02, eta: 2 days, 11:55:47, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.2945, top5_acc: 0.5570, loss_cls: 3.2061, loss: 3.2061, grad_norm: 4.5293 2021-01-29 04:24:46,814 - mmaction - INFO - Epoch [3][2020/3757] lr: 1.000e-02, eta: 2 days, 11:51:44, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.3109, top5_acc: 0.5664, loss_cls: 3.1224, loss: 3.1224, grad_norm: 4.4222 2021-01-29 04:24:52,501 - mmaction - INFO - Epoch [3][2040/3757] lr: 1.000e-02, eta: 2 days, 11:47:39, time: 0.284, data_time: 0.006, memory: 3385, top1_acc: 0.3438, top5_acc: 0.5828, loss_cls: 3.0073, loss: 3.0073, grad_norm: 4.5689 2021-01-29 04:24:58,366 - mmaction - INFO - Epoch [3][2060/3757] lr: 1.000e-02, eta: 2 days, 11:43:42, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.3187, top5_acc: 0.5766, loss_cls: 3.1299, loss: 3.1299, grad_norm: 4.5238 2021-01-29 04:25:04,763 - mmaction - INFO - Epoch [3][2080/3757] lr: 1.000e-02, eta: 2 days, 11:40:06, time: 0.320, data_time: 0.004, memory: 3385, top1_acc: 0.3133, top5_acc: 0.5602, loss_cls: 3.1527, loss: 3.1527, grad_norm: 4.4101 2021-01-29 04:25:10,883 - mmaction - INFO - Epoch [3][2100/3757] lr: 1.000e-02, eta: 2 days, 11:36:21, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.3383, top5_acc: 0.5984, loss_cls: 3.0448, loss: 3.0448, grad_norm: 4.5385 2021-01-29 04:25:17,437 - mmaction - INFO - Epoch [3][2120/3757] lr: 1.000e-02, eta: 2 days, 11:32:53, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.3297, top5_acc: 0.5727, loss_cls: 3.1237, loss: 3.1237, grad_norm: 4.5222 2021-01-29 04:25:22,911 - mmaction - INFO - Epoch [3][2140/3757] lr: 1.000e-02, eta: 2 days, 11:28:45, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.3289, top5_acc: 0.5766, loss_cls: 3.1202, loss: 3.1202, grad_norm: 4.4444 2021-01-29 04:25:28,689 - mmaction - INFO - Epoch [3][2160/3757] lr: 1.000e-02, eta: 2 days, 11:24:49, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.3141, top5_acc: 0.5633, loss_cls: 3.1763, loss: 3.1763, grad_norm: 4.6502 2021-01-29 04:25:34,897 - mmaction - INFO - Epoch [3][2180/3757] lr: 1.000e-02, eta: 2 days, 11:21:10, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1549, loss: 3.1549, grad_norm: 4.4139 2021-01-29 04:25:41,134 - mmaction - INFO - Epoch [3][2200/3757] lr: 1.000e-02, eta: 2 days, 11:17:34, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.3109, top5_acc: 0.5789, loss_cls: 3.1138, loss: 3.1138, grad_norm: 4.5755 2021-01-29 04:25:47,304 - mmaction - INFO - Epoch [3][2220/3757] lr: 1.000e-02, eta: 2 days, 11:13:55, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.2961, top5_acc: 0.5375, loss_cls: 3.2004, loss: 3.2004, grad_norm: 4.4780 2021-01-29 04:25:53,093 - mmaction - INFO - Epoch [3][2240/3757] lr: 1.000e-02, eta: 2 days, 11:10:04, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.3117, top5_acc: 0.5586, loss_cls: 3.1556, loss: 3.1556, grad_norm: 4.5099 2021-01-29 04:25:59,323 - mmaction - INFO - Epoch [3][2260/3757] lr: 1.000e-02, eta: 2 days, 11:06:29, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.3164, top5_acc: 0.5820, loss_cls: 3.1226, loss: 3.1226, grad_norm: 4.4204 2021-01-29 04:26:05,513 - mmaction - INFO - Epoch [3][2280/3757] lr: 1.000e-02, eta: 2 days, 11:02:55, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.3297, top5_acc: 0.5914, loss_cls: 3.0299, loss: 3.0299, grad_norm: 4.5175 2021-01-29 04:26:11,051 - mmaction - INFO - Epoch [3][2300/3757] lr: 1.000e-02, eta: 2 days, 10:58:56, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.3336, top5_acc: 0.5773, loss_cls: 3.0623, loss: 3.0623, grad_norm: 4.4962 2021-01-29 04:26:17,099 - mmaction - INFO - Epoch [3][2320/3757] lr: 1.000e-02, eta: 2 days, 10:55:17, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.3289, top5_acc: 0.5844, loss_cls: 3.0403, loss: 3.0403, grad_norm: 4.5782 2021-01-29 04:26:23,035 - mmaction - INFO - Epoch [3][2340/3757] lr: 1.000e-02, eta: 2 days, 10:51:36, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.3266, top5_acc: 0.5781, loss_cls: 3.0865, loss: 3.0865, grad_norm: 4.4915 2021-01-29 04:26:29,893 - mmaction - INFO - Epoch [3][2360/3757] lr: 1.000e-02, eta: 2 days, 10:48:29, time: 0.343, data_time: 0.001, memory: 3385, top1_acc: 0.3438, top5_acc: 0.5984, loss_cls: 2.9700, loss: 2.9700, grad_norm: 4.9416 2021-01-29 04:26:35,560 - mmaction - INFO - Epoch [3][2380/3757] lr: 1.000e-02, eta: 2 days, 10:44:39, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.2961, top5_acc: 0.5484, loss_cls: 3.2067, loss: 3.2067, grad_norm: 6.1272 2021-01-29 04:26:41,194 - mmaction - INFO - Epoch [3][2400/3757] lr: 1.000e-02, eta: 2 days, 10:40:49, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.2969, top5_acc: 0.5727, loss_cls: 3.1541, loss: 3.1541, grad_norm: 4.5202 2021-01-29 04:26:47,727 - mmaction - INFO - Epoch [3][2420/3757] lr: 1.000e-02, eta: 2 days, 10:37:33, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.3070, top5_acc: 0.5641, loss_cls: 3.1065, loss: 3.1065, grad_norm: 4.5510 2021-01-29 04:26:53,486 - mmaction - INFO - Epoch [3][2440/3757] lr: 1.000e-02, eta: 2 days, 10:33:49, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.3008, top5_acc: 0.5555, loss_cls: 3.2166, loss: 3.2166, grad_norm: 4.5378 2021-01-29 04:26:59,077 - mmaction - INFO - Epoch [3][2460/3757] lr: 1.000e-02, eta: 2 days, 10:30:00, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.3297, top5_acc: 0.5687, loss_cls: 3.0967, loss: 3.0967, grad_norm: 4.6103 2021-01-29 04:27:05,643 - mmaction - INFO - Epoch [3][2480/3757] lr: 1.000e-02, eta: 2 days, 10:26:47, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.3086, top5_acc: 0.5836, loss_cls: 3.0812, loss: 3.0812, grad_norm: 4.6134 2021-01-29 04:27:11,501 - mmaction - INFO - Epoch [3][2500/3757] lr: 1.000e-02, eta: 2 days, 10:23:09, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3031, top5_acc: 0.5680, loss_cls: 3.1543, loss: 3.1543, grad_norm: 4.3495 2021-01-29 04:27:17,725 - mmaction - INFO - Epoch [3][2520/3757] lr: 1.000e-02, eta: 2 days, 10:19:45, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.3336, top5_acc: 0.5984, loss_cls: 3.0012, loss: 3.0012, grad_norm: 4.5019 2021-01-29 04:27:23,777 - mmaction - INFO - Epoch [3][2540/3757] lr: 1.000e-02, eta: 2 days, 10:16:16, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.3398, top5_acc: 0.5906, loss_cls: 3.0274, loss: 3.0274, grad_norm: 4.4844 2021-01-29 04:27:29,802 - mmaction - INFO - Epoch [3][2560/3757] lr: 1.000e-02, eta: 2 days, 10:12:47, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.3203, top5_acc: 0.5859, loss_cls: 3.0313, loss: 3.0313, grad_norm: 4.7621 2021-01-29 04:27:36,228 - mmaction - INFO - Epoch [3][2580/3757] lr: 1.000e-02, eta: 2 days, 10:09:33, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.3250, top5_acc: 0.5922, loss_cls: 3.0518, loss: 3.0518, grad_norm: 4.4476 2021-01-29 04:27:42,190 - mmaction - INFO - Epoch [3][2600/3757] lr: 1.000e-02, eta: 2 days, 10:06:03, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.3297, top5_acc: 0.5766, loss_cls: 3.0947, loss: 3.0947, grad_norm: 4.4805 2021-01-29 04:27:48,387 - mmaction - INFO - Epoch [3][2620/3757] lr: 1.000e-02, eta: 2 days, 10:02:43, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.3312, top5_acc: 0.5766, loss_cls: 3.0446, loss: 3.0446, grad_norm: 4.3501 2021-01-29 04:27:54,340 - mmaction - INFO - Epoch [3][2640/3757] lr: 1.000e-02, eta: 2 days, 9:59:14, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.3227, top5_acc: 0.5719, loss_cls: 3.0934, loss: 3.0934, grad_norm: 4.6442 2021-01-29 04:28:00,328 - mmaction - INFO - Epoch [3][2660/3757] lr: 1.000e-02, eta: 2 days, 9:55:47, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.3164, top5_acc: 0.5695, loss_cls: 3.1156, loss: 3.1156, grad_norm: 4.4965 2021-01-29 04:28:06,756 - mmaction - INFO - Epoch [3][2680/3757] lr: 1.000e-02, eta: 2 days, 9:52:37, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.3328, top5_acc: 0.5766, loss_cls: 3.0813, loss: 3.0813, grad_norm: 4.4390 2021-01-29 04:28:12,499 - mmaction - INFO - Epoch [3][2700/3757] lr: 1.000e-02, eta: 2 days, 9:49:04, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.3266, top5_acc: 0.5961, loss_cls: 3.0450, loss: 3.0450, grad_norm: 4.4663 2021-01-29 04:28:18,317 - mmaction - INFO - Epoch [3][2720/3757] lr: 1.000e-02, eta: 2 days, 9:45:33, time: 0.291, data_time: 0.000, memory: 3385, top1_acc: 0.3070, top5_acc: 0.5750, loss_cls: 3.1207, loss: 3.1207, grad_norm: 4.9050 2021-01-29 04:28:25,334 - mmaction - INFO - Epoch [3][2740/3757] lr: 1.000e-02, eta: 2 days, 9:42:46, time: 0.350, data_time: 0.001, memory: 3385, top1_acc: 0.3039, top5_acc: 0.5703, loss_cls: 3.0800, loss: 3.0800, grad_norm: 5.1789 2021-01-29 04:28:31,380 - mmaction - INFO - Epoch [3][2760/3757] lr: 1.000e-02, eta: 2 days, 9:39:25, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.3039, top5_acc: 0.5680, loss_cls: 3.1456, loss: 3.1456, grad_norm: 4.4568 2021-01-29 04:28:37,221 - mmaction - INFO - Epoch [3][2780/3757] lr: 1.000e-02, eta: 2 days, 9:35:58, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3383, top5_acc: 0.5992, loss_cls: 3.0417, loss: 3.0417, grad_norm: 4.5725 2021-01-29 04:28:42,756 - mmaction - INFO - Epoch [3][2800/3757] lr: 1.000e-02, eta: 2 days, 9:32:21, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.3391, top5_acc: 0.5773, loss_cls: 3.1139, loss: 3.1139, grad_norm: 4.5371 2021-01-29 04:28:49,169 - mmaction - INFO - Epoch [3][2820/3757] lr: 1.000e-02, eta: 2 days, 9:29:15, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.3039, top5_acc: 0.5805, loss_cls: 3.1424, loss: 3.1424, grad_norm: 4.7649 2021-01-29 04:28:55,464 - mmaction - INFO - Epoch [3][2840/3757] lr: 1.000e-02, eta: 2 days, 9:26:06, time: 0.315, data_time: 0.000, memory: 3385, top1_acc: 0.3289, top5_acc: 0.5820, loss_cls: 3.0918, loss: 3.0918, grad_norm: 4.5355 2021-01-29 04:29:01,141 - mmaction - INFO - Epoch [3][2860/3757] lr: 1.000e-02, eta: 2 days, 9:22:36, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1374, loss: 3.1374, grad_norm: 4.3841 2021-01-29 04:29:07,415 - mmaction - INFO - Epoch [3][2880/3757] lr: 1.000e-02, eta: 2 days, 9:19:28, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.3352, top5_acc: 0.5750, loss_cls: 3.0487, loss: 3.0487, grad_norm: 4.5357 2021-01-29 04:29:13,035 - mmaction - INFO - Epoch [3][2900/3757] lr: 1.000e-02, eta: 2 days, 9:15:58, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.3586, top5_acc: 0.5969, loss_cls: 2.9648, loss: 2.9648, grad_norm: 4.3409 2021-01-29 04:29:18,857 - mmaction - INFO - Epoch [3][2920/3757] lr: 1.000e-02, eta: 2 days, 9:12:35, time: 0.291, data_time: 0.000, memory: 3385, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.1036, loss: 3.1036, grad_norm: 4.6109 2021-01-29 04:29:25,464 - mmaction - INFO - Epoch [3][2940/3757] lr: 1.000e-02, eta: 2 days, 9:09:41, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.3359, top5_acc: 0.5898, loss_cls: 3.0410, loss: 3.0410, grad_norm: 4.9618 2021-01-29 04:29:31,242 - mmaction - INFO - Epoch [3][2960/3757] lr: 1.000e-02, eta: 2 days, 9:06:18, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.3367, top5_acc: 0.5781, loss_cls: 3.0667, loss: 3.0667, grad_norm: 4.7206 2021-01-29 04:29:36,675 - mmaction - INFO - Epoch [3][2980/3757] lr: 1.000e-02, eta: 2 days, 9:02:44, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.3211, top5_acc: 0.5711, loss_cls: 3.1121, loss: 3.1121, grad_norm: 4.5875 2021-01-29 04:29:42,335 - mmaction - INFO - Epoch [3][3000/3757] lr: 1.000e-02, eta: 2 days, 8:59:19, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.3344, top5_acc: 0.5930, loss_cls: 3.0205, loss: 3.0205, grad_norm: 4.4984 2021-01-29 04:29:48,924 - mmaction - INFO - Epoch [3][3020/3757] lr: 1.000e-02, eta: 2 days, 8:56:26, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.3227, top5_acc: 0.5813, loss_cls: 3.0648, loss: 3.0648, grad_norm: 4.4693 2021-01-29 04:29:54,586 - mmaction - INFO - Epoch [3][3040/3757] lr: 1.000e-02, eta: 2 days, 8:53:02, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.3508, top5_acc: 0.5930, loss_cls: 3.0097, loss: 3.0097, grad_norm: 4.6059 2021-01-29 04:29:59,939 - mmaction - INFO - Epoch [3][3060/3757] lr: 1.000e-02, eta: 2 days, 8:49:29, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.3391, top5_acc: 0.5867, loss_cls: 3.0077, loss: 3.0077, grad_norm: 4.5537 2021-01-29 04:30:05,979 - mmaction - INFO - Epoch [3][3080/3757] lr: 1.000e-02, eta: 2 days, 8:46:20, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.3469, top5_acc: 0.5977, loss_cls: 3.0305, loss: 3.0305, grad_norm: 4.5685 2021-01-29 04:30:12,247 - mmaction - INFO - Epoch [3][3100/3757] lr: 1.000e-02, eta: 2 days, 8:43:19, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.3523, top5_acc: 0.5852, loss_cls: 3.0057, loss: 3.0057, grad_norm: 4.4285 2021-01-29 04:30:17,841 - mmaction - INFO - Epoch [3][3120/3757] lr: 1.000e-02, eta: 2 days, 8:39:56, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.3383, top5_acc: 0.5695, loss_cls: 3.0168, loss: 3.0168, grad_norm: 4.4930 2021-01-29 04:30:24,060 - mmaction - INFO - Epoch [3][3140/3757] lr: 1.000e-02, eta: 2 days, 8:36:55, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.3406, top5_acc: 0.6102, loss_cls: 2.9359, loss: 2.9359, grad_norm: 4.5941 2021-01-29 04:30:30,107 - mmaction - INFO - Epoch [3][3160/3757] lr: 1.000e-02, eta: 2 days, 8:33:48, time: 0.302, data_time: 0.004, memory: 3385, top1_acc: 0.3414, top5_acc: 0.6086, loss_cls: 2.9617, loss: 2.9617, grad_norm: 4.4340 2021-01-29 04:30:36,148 - mmaction - INFO - Epoch [3][3180/3757] lr: 1.000e-02, eta: 2 days, 8:30:43, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.3172, top5_acc: 0.5883, loss_cls: 3.0880, loss: 3.0880, grad_norm: 4.4543 2021-01-29 04:30:41,412 - mmaction - INFO - Epoch [3][3200/3757] lr: 1.000e-02, eta: 2 days, 8:27:11, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.3422, top5_acc: 0.5875, loss_cls: 3.0189, loss: 3.0189, grad_norm: 4.8196 2021-01-29 04:30:47,256 - mmaction - INFO - Epoch [3][3220/3757] lr: 1.000e-02, eta: 2 days, 8:24:00, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0112, loss: 3.0112, grad_norm: 4.5287 2021-01-29 04:30:53,537 - mmaction - INFO - Epoch [3][3240/3757] lr: 1.000e-02, eta: 2 days, 8:21:04, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.3305, top5_acc: 0.5922, loss_cls: 3.0311, loss: 3.0311, grad_norm: 4.3530 2021-01-29 04:30:59,274 - mmaction - INFO - Epoch [3][3260/3757] lr: 1.000e-02, eta: 2 days, 8:17:51, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.3430, top5_acc: 0.5680, loss_cls: 3.1569, loss: 3.1569, grad_norm: 4.4257 2021-01-29 04:31:04,756 - mmaction - INFO - Epoch [3][3280/3757] lr: 1.000e-02, eta: 2 days, 8:14:30, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.3234, top5_acc: 0.5852, loss_cls: 3.0162, loss: 3.0162, grad_norm: 4.5251 2021-01-29 04:31:10,489 - mmaction - INFO - Epoch [3][3300/3757] lr: 1.000e-02, eta: 2 days, 8:11:17, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.3508, top5_acc: 0.5836, loss_cls: 2.9770, loss: 2.9770, grad_norm: 4.4733 2021-01-29 04:31:16,588 - mmaction - INFO - Epoch [3][3320/3757] lr: 1.000e-02, eta: 2 days, 8:08:18, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.3187, top5_acc: 0.5758, loss_cls: 3.1504, loss: 3.1504, grad_norm: 4.4436 2021-01-29 04:31:22,357 - mmaction - INFO - Epoch [3][3340/3757] lr: 1.000e-02, eta: 2 days, 8:05:09, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.3328, top5_acc: 0.5727, loss_cls: 3.0589, loss: 3.0589, grad_norm: 4.7402 2021-01-29 04:31:28,770 - mmaction - INFO - Epoch [3][3360/3757] lr: 1.000e-02, eta: 2 days, 8:02:22, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.3352, top5_acc: 0.5875, loss_cls: 3.1007, loss: 3.1007, grad_norm: 4.6731 2021-01-29 04:31:34,870 - mmaction - INFO - Epoch [3][3380/3757] lr: 1.000e-02, eta: 2 days, 7:59:25, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.3078, top5_acc: 0.5594, loss_cls: 3.1548, loss: 3.1548, grad_norm: 4.2998 2021-01-29 04:31:40,968 - mmaction - INFO - Epoch [3][3400/3757] lr: 1.000e-02, eta: 2 days, 7:56:28, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.3336, top5_acc: 0.5859, loss_cls: 3.0658, loss: 3.0658, grad_norm: 4.3579 2021-01-29 04:31:45,980 - mmaction - INFO - Epoch [3][3420/3757] lr: 1.000e-02, eta: 2 days, 7:52:55, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0844, loss: 3.0844, grad_norm: 4.4830 2021-01-29 04:31:52,781 - mmaction - INFO - Epoch [3][3440/3757] lr: 1.000e-02, eta: 2 days, 7:50:24, time: 0.341, data_time: 0.004, memory: 3385, top1_acc: 0.3406, top5_acc: 0.5914, loss_cls: 3.0516, loss: 3.0516, grad_norm: 4.4325 2021-01-29 04:31:58,396 - mmaction - INFO - Epoch [3][3460/3757] lr: 1.000e-02, eta: 2 days, 7:47:13, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.3609, top5_acc: 0.5922, loss_cls: 2.9500, loss: 2.9500, grad_norm: 4.4485 2021-01-29 04:32:04,267 - mmaction - INFO - Epoch [3][3480/3757] lr: 1.000e-02, eta: 2 days, 7:44:12, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.3328, top5_acc: 0.6008, loss_cls: 2.9821, loss: 2.9821, grad_norm: 4.4681 2021-01-29 04:32:10,228 - mmaction - INFO - Epoch [3][3500/3757] lr: 1.000e-02, eta: 2 days, 7:41:14, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.3227, top5_acc: 0.5867, loss_cls: 3.1005, loss: 3.1005, grad_norm: 4.4601 2021-01-29 04:32:15,792 - mmaction - INFO - Epoch [3][3520/3757] lr: 1.000e-02, eta: 2 days, 7:38:03, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.3164, top5_acc: 0.5672, loss_cls: 3.0804, loss: 3.0804, grad_norm: 4.3590 2021-01-29 04:32:21,539 - mmaction - INFO - Epoch [3][3540/3757] lr: 1.000e-02, eta: 2 days, 7:35:00, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.3328, top5_acc: 0.6031, loss_cls: 2.9683, loss: 2.9683, grad_norm: 4.5236 2021-01-29 04:32:27,079 - mmaction - INFO - Epoch [3][3560/3757] lr: 1.000e-02, eta: 2 days, 7:31:50, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.3539, top5_acc: 0.5828, loss_cls: 2.9998, loss: 2.9998, grad_norm: 4.4563 2021-01-29 04:32:32,832 - mmaction - INFO - Epoch [3][3580/3757] lr: 1.000e-02, eta: 2 days, 7:28:47, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.3609, top5_acc: 0.5914, loss_cls: 2.9893, loss: 2.9893, grad_norm: 4.5883 2021-01-29 04:32:38,871 - mmaction - INFO - Epoch [3][3600/3757] lr: 1.000e-02, eta: 2 days, 7:25:55, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.3320, top5_acc: 0.5938, loss_cls: 3.0375, loss: 3.0375, grad_norm: 4.3895 2021-01-29 04:32:45,367 - mmaction - INFO - Epoch [3][3620/3757] lr: 1.000e-02, eta: 2 days, 7:23:18, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1389, loss: 3.1389, grad_norm: 4.5575 2021-01-29 04:32:50,779 - mmaction - INFO - Epoch [3][3640/3757] lr: 1.000e-02, eta: 2 days, 7:20:07, time: 0.271, data_time: 0.003, memory: 3385, top1_acc: 0.3492, top5_acc: 0.6219, loss_cls: 2.8885, loss: 2.8885, grad_norm: 4.5360 2021-01-29 04:32:56,355 - mmaction - INFO - Epoch [3][3660/3757] lr: 1.000e-02, eta: 2 days, 7:17:01, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.3531, top5_acc: 0.6039, loss_cls: 3.0024, loss: 3.0024, grad_norm: 4.4211 2021-01-29 04:33:02,293 - mmaction - INFO - Epoch [3][3680/3757] lr: 1.000e-02, eta: 2 days, 7:14:08, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.3586, top5_acc: 0.5938, loss_cls: 2.9807, loss: 2.9807, grad_norm: 4.5604 2021-01-29 04:33:08,957 - mmaction - INFO - Epoch [3][3700/3757] lr: 1.000e-02, eta: 2 days, 7:11:39, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.3523, top5_acc: 0.5992, loss_cls: 2.9514, loss: 2.9514, grad_norm: 4.3979 2021-01-29 04:33:14,638 - mmaction - INFO - Epoch [3][3720/3757] lr: 1.000e-02, eta: 2 days, 7:08:39, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.3531, top5_acc: 0.6203, loss_cls: 2.9673, loss: 2.9673, grad_norm: 4.3855 2021-01-29 04:33:20,278 - mmaction - INFO - Epoch [3][3740/3757] lr: 1.000e-02, eta: 2 days, 7:05:37, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.3414, top5_acc: 0.5781, loss_cls: 3.0347, loss: 3.0347, grad_norm: 4.4401 2021-01-29 04:33:45,788 - mmaction - INFO - Saving checkpoint at 3 epochs 2021-01-29 04:49:03,318 - mmaction - INFO - Epoch [4][20/3757] lr: 1.000e-02, eta: 2 days, 15:07:41, time: 45.847, data_time: 45.261, memory: 3385, top1_acc: 0.3234, top5_acc: 0.6078, loss_cls: 2.9920, loss: 2.9920, grad_norm: 4.5864 2021-01-29 04:49:07,482 - mmaction - INFO - Epoch [4][40/3757] lr: 1.000e-02, eta: 2 days, 15:03:09, time: 0.220, data_time: 0.014, memory: 3385, top1_acc: 0.3328, top5_acc: 0.5750, loss_cls: 3.0486, loss: 3.0486, grad_norm: 4.4643 2021-01-29 04:49:11,682 - mmaction - INFO - Epoch [4][60/3757] lr: 1.000e-02, eta: 2 days, 14:58:31, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.3570, top5_acc: 0.6023, loss_cls: 2.9279, loss: 2.9279, grad_norm: 4.5134 2021-01-29 04:49:15,842 - mmaction - INFO - Epoch [4][80/3757] lr: 1.000e-02, eta: 2 days, 14:53:52, time: 0.208, data_time: 0.004, memory: 3385, top1_acc: 0.3719, top5_acc: 0.6148, loss_cls: 2.9749, loss: 2.9749, grad_norm: 4.3927 2021-01-29 04:49:20,001 - mmaction - INFO - Epoch [4][100/3757] lr: 1.000e-02, eta: 2 days, 14:49:15, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.3234, top5_acc: 0.5664, loss_cls: 3.0771, loss: 3.0771, grad_norm: 4.5570 2021-01-29 04:49:24,174 - mmaction - INFO - Epoch [4][120/3757] lr: 1.000e-02, eta: 2 days, 14:44:39, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.3555, top5_acc: 0.5922, loss_cls: 2.9684, loss: 2.9684, grad_norm: 4.4475 2021-01-29 04:49:28,416 - mmaction - INFO - Epoch [4][140/3757] lr: 1.000e-02, eta: 2 days, 14:40:06, time: 0.212, data_time: 0.003, memory: 3385, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 3.0195, loss: 3.0195, grad_norm: 4.4693 2021-01-29 04:49:32,561 - mmaction - INFO - Epoch [4][160/3757] lr: 1.000e-02, eta: 2 days, 14:35:31, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 3.0047, loss: 3.0047, grad_norm: 4.4272 2021-01-29 04:49:36,810 - mmaction - INFO - Epoch [4][180/3757] lr: 1.000e-02, eta: 2 days, 14:31:00, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.3383, top5_acc: 0.6039, loss_cls: 2.9664, loss: 2.9664, grad_norm: 4.4905 2021-01-29 04:49:41,009 - mmaction - INFO - Epoch [4][200/3757] lr: 1.000e-02, eta: 2 days, 14:26:29, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.3672, top5_acc: 0.6195, loss_cls: 2.8345, loss: 2.8345, grad_norm: 4.6215 2021-01-29 04:49:45,152 - mmaction - INFO - Epoch [4][220/3757] lr: 1.000e-02, eta: 2 days, 14:21:56, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.3234, top5_acc: 0.6062, loss_cls: 2.9998, loss: 2.9998, grad_norm: 4.6125 2021-01-29 04:49:49,436 - mmaction - INFO - Epoch [4][240/3757] lr: 1.000e-02, eta: 2 days, 14:17:30, time: 0.214, data_time: 0.004, memory: 3385, top1_acc: 0.3570, top5_acc: 0.6008, loss_cls: 2.9311, loss: 2.9311, grad_norm: 4.7177 2021-01-29 04:49:53,711 - mmaction - INFO - Epoch [4][260/3757] lr: 1.000e-02, eta: 2 days, 14:13:04, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 2.9973, loss: 2.9973, grad_norm: 4.4333 2021-01-29 04:49:58,072 - mmaction - INFO - Epoch [4][280/3757] lr: 1.000e-02, eta: 2 days, 14:08:41, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.3312, top5_acc: 0.6031, loss_cls: 2.9669, loss: 2.9669, grad_norm: 4.5849 2021-01-29 04:50:02,230 - mmaction - INFO - Epoch [4][300/3757] lr: 1.000e-02, eta: 2 days, 14:04:13, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.3281, top5_acc: 0.5922, loss_cls: 3.0174, loss: 3.0174, grad_norm: 4.5532 2021-01-29 04:50:06,454 - mmaction - INFO - Epoch [4][320/3757] lr: 1.000e-02, eta: 2 days, 13:59:48, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6195, loss_cls: 2.9016, loss: 2.9016, grad_norm: 4.4513 2021-01-29 04:50:10,789 - mmaction - INFO - Epoch [4][340/3757] lr: 1.000e-02, eta: 2 days, 13:55:27, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.3352, top5_acc: 0.5797, loss_cls: 3.0715, loss: 3.0715, grad_norm: 4.7450 2021-01-29 04:50:15,042 - mmaction - INFO - Epoch [4][360/3757] lr: 1.000e-02, eta: 2 days, 13:51:05, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.3602, top5_acc: 0.6156, loss_cls: 2.8420, loss: 2.8420, grad_norm: 4.6450 2021-01-29 04:50:19,378 - mmaction - INFO - Epoch [4][380/3757] lr: 1.000e-02, eta: 2 days, 13:46:45, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.3656, top5_acc: 0.5898, loss_cls: 2.9862, loss: 2.9862, grad_norm: 4.4576 2021-01-29 04:50:23,670 - mmaction - INFO - Epoch [4][400/3757] lr: 1.000e-02, eta: 2 days, 13:42:26, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.3570, top5_acc: 0.6398, loss_cls: 2.7913, loss: 2.7913, grad_norm: 4.5869 2021-01-29 04:50:28,029 - mmaction - INFO - Epoch [4][420/3757] lr: 1.000e-02, eta: 2 days, 13:38:10, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.3414, top5_acc: 0.6312, loss_cls: 2.9145, loss: 2.9145, grad_norm: 4.4887 2021-01-29 04:50:32,557 - mmaction - INFO - Epoch [4][440/3757] lr: 1.000e-02, eta: 2 days, 13:33:59, time: 0.226, data_time: 0.004, memory: 3385, top1_acc: 0.3312, top5_acc: 0.5570, loss_cls: 3.0736, loss: 3.0736, grad_norm: 4.4358 2021-01-29 04:50:36,938 - mmaction - INFO - Epoch [4][460/3757] lr: 1.000e-02, eta: 2 days, 13:29:45, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.3555, top5_acc: 0.6125, loss_cls: 2.9131, loss: 2.9131, grad_norm: 4.9254 2021-01-29 04:50:41,391 - mmaction - INFO - Epoch [4][480/3757] lr: 1.000e-02, eta: 2 days, 13:25:34, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.3445, top5_acc: 0.6109, loss_cls: 2.9672, loss: 2.9672, grad_norm: 4.4625 2021-01-29 04:50:46,016 - mmaction - INFO - Epoch [4][500/3757] lr: 1.000e-02, eta: 2 days, 13:21:29, time: 0.231, data_time: 0.001, memory: 3385, top1_acc: 0.3328, top5_acc: 0.6086, loss_cls: 3.0496, loss: 3.0496, grad_norm: 4.6408 2021-01-29 04:50:50,544 - mmaction - INFO - Epoch [4][520/3757] lr: 1.000e-02, eta: 2 days, 13:17:22, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.3234, top5_acc: 0.5906, loss_cls: 3.0242, loss: 3.0242, grad_norm: 4.5400 2021-01-29 04:50:55,005 - mmaction - INFO - Epoch [4][540/3757] lr: 1.000e-02, eta: 2 days, 13:13:14, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9241, loss: 2.9241, grad_norm: 4.5494 2021-01-29 04:51:00,517 - mmaction - INFO - Epoch [4][560/3757] lr: 1.000e-02, eta: 2 days, 13:09:39, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.3430, top5_acc: 0.5930, loss_cls: 2.9750, loss: 2.9750, grad_norm: 4.4303 2021-01-29 04:51:04,931 - mmaction - INFO - Epoch [4][580/3757] lr: 1.000e-02, eta: 2 days, 13:05:31, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.3336, top5_acc: 0.6039, loss_cls: 2.9577, loss: 2.9577, grad_norm: 4.5750 2021-01-29 04:51:09,544 - mmaction - INFO - Epoch [4][600/3757] lr: 1.000e-02, eta: 2 days, 13:01:29, time: 0.231, data_time: 0.002, memory: 3385, top1_acc: 0.3336, top5_acc: 0.5813, loss_cls: 3.0099, loss: 3.0099, grad_norm: 4.5646 2021-01-29 04:51:14,362 - mmaction - INFO - Epoch [4][620/3757] lr: 1.000e-02, eta: 2 days, 12:57:35, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.3492, top5_acc: 0.6133, loss_cls: 2.9344, loss: 2.9344, grad_norm: 4.4958 2021-01-29 04:51:19,864 - mmaction - INFO - Epoch [4][640/3757] lr: 1.000e-02, eta: 2 days, 12:54:03, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.3531, top5_acc: 0.6164, loss_cls: 2.9379, loss: 2.9379, grad_norm: 4.5133 2021-01-29 04:51:24,778 - mmaction - INFO - Epoch [4][660/3757] lr: 1.000e-02, eta: 2 days, 12:50:13, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.3742, top5_acc: 0.6266, loss_cls: 2.7943, loss: 2.7943, grad_norm: 4.5507 2021-01-29 04:51:29,805 - mmaction - INFO - Epoch [4][680/3757] lr: 1.000e-02, eta: 2 days, 12:46:27, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.3492, top5_acc: 0.6039, loss_cls: 2.9882, loss: 2.9882, grad_norm: 4.3451 2021-01-29 04:51:34,888 - mmaction - INFO - Epoch [4][700/3757] lr: 1.000e-02, eta: 2 days, 12:42:44, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.3398, top5_acc: 0.5875, loss_cls: 2.9866, loss: 2.9866, grad_norm: 4.5001 2021-01-29 04:51:40,012 - mmaction - INFO - Epoch [4][720/3757] lr: 1.000e-02, eta: 2 days, 12:39:03, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.3523, top5_acc: 0.6102, loss_cls: 2.9602, loss: 2.9602, grad_norm: 4.4469 2021-01-29 04:51:45,115 - mmaction - INFO - Epoch [4][740/3757] lr: 1.000e-02, eta: 2 days, 12:35:22, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.3281, top5_acc: 0.6078, loss_cls: 2.9611, loss: 2.9611, grad_norm: 4.5549 2021-01-29 04:51:50,063 - mmaction - INFO - Epoch [4][760/3757] lr: 1.000e-02, eta: 2 days, 12:31:37, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0464, loss: 3.0464, grad_norm: 4.4724 2021-01-29 04:51:55,935 - mmaction - INFO - Epoch [4][780/3757] lr: 1.000e-02, eta: 2 days, 12:28:20, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.3406, top5_acc: 0.5961, loss_cls: 2.9999, loss: 2.9999, grad_norm: 4.7017 2021-01-29 04:52:01,142 - mmaction - INFO - Epoch [4][800/3757] lr: 1.000e-02, eta: 2 days, 12:24:45, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.3211, top5_acc: 0.5836, loss_cls: 3.1178, loss: 3.1178, grad_norm: 4.6060 2021-01-29 04:52:05,935 - mmaction - INFO - Epoch [4][820/3757] lr: 1.000e-02, eta: 2 days, 12:20:57, time: 0.239, data_time: 0.000, memory: 3385, top1_acc: 0.3438, top5_acc: 0.5992, loss_cls: 2.9714, loss: 2.9714, grad_norm: 4.3795 2021-01-29 04:52:11,258 - mmaction - INFO - Epoch [4][840/3757] lr: 1.000e-02, eta: 2 days, 12:17:26, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.3594, top5_acc: 0.6109, loss_cls: 2.9352, loss: 2.9352, grad_norm: 4.5263 2021-01-29 04:52:17,314 - mmaction - INFO - Epoch [4][860/3757] lr: 1.000e-02, eta: 2 days, 12:14:18, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.3469, top5_acc: 0.5891, loss_cls: 3.0243, loss: 3.0243, grad_norm: 4.5027 2021-01-29 04:52:22,675 - mmaction - INFO - Epoch [4][880/3757] lr: 1.000e-02, eta: 2 days, 12:10:50, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.9632, loss: 2.9632, grad_norm: 4.3981 2021-01-29 04:52:27,844 - mmaction - INFO - Epoch [4][900/3757] lr: 1.000e-02, eta: 2 days, 12:07:16, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.3531, top5_acc: 0.6109, loss_cls: 2.8463, loss: 2.8463, grad_norm: 4.4455 2021-01-29 04:52:33,737 - mmaction - INFO - Epoch [4][920/3757] lr: 1.000e-02, eta: 2 days, 12:04:05, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.3422, top5_acc: 0.6039, loss_cls: 2.9649, loss: 2.9649, grad_norm: 4.4735 2021-01-29 04:52:38,943 - mmaction - INFO - Epoch [4][940/3757] lr: 1.000e-02, eta: 2 days, 12:00:34, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.3312, top5_acc: 0.5828, loss_cls: 3.0319, loss: 3.0319, grad_norm: 4.3479 2021-01-29 04:52:44,254 - mmaction - INFO - Epoch [4][960/3757] lr: 1.000e-02, eta: 2 days, 11:57:06, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6070, loss_cls: 2.9871, loss: 2.9871, grad_norm: 4.5683 2021-01-29 04:52:49,541 - mmaction - INFO - Epoch [4][980/3757] lr: 1.000e-02, eta: 2 days, 11:53:39, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.3328, top5_acc: 0.5914, loss_cls: 3.0221, loss: 3.0221, grad_norm: 4.7364 2021-01-29 04:52:55,242 - mmaction - INFO - Epoch [4][1000/3757] lr: 1.000e-02, eta: 2 days, 11:50:25, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.3625, top5_acc: 0.6148, loss_cls: 2.9258, loss: 2.9258, grad_norm: 4.5309 2021-01-29 04:53:01,016 - mmaction - INFO - Epoch [4][1020/3757] lr: 1.000e-02, eta: 2 days, 11:47:13, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.3352, top5_acc: 0.6000, loss_cls: 3.0190, loss: 3.0190, grad_norm: 4.5342 2021-01-29 04:53:06,385 - mmaction - INFO - Epoch [4][1040/3757] lr: 1.000e-02, eta: 2 days, 11:43:50, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9828, loss: 2.9828, grad_norm: 4.3877 2021-01-29 04:53:11,977 - mmaction - INFO - Epoch [4][1060/3757] lr: 1.000e-02, eta: 2 days, 11:40:34, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.3648, top5_acc: 0.6148, loss_cls: 2.9440, loss: 2.9440, grad_norm: 4.6167 2021-01-29 04:53:17,161 - mmaction - INFO - Epoch [4][1080/3757] lr: 1.000e-02, eta: 2 days, 11:37:07, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.3586, top5_acc: 0.5977, loss_cls: 2.9134, loss: 2.9134, grad_norm: 4.5122 2021-01-29 04:53:22,234 - mmaction - INFO - Epoch [4][1100/3757] lr: 1.000e-02, eta: 2 days, 11:33:37, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.3391, top5_acc: 0.6000, loss_cls: 2.9819, loss: 2.9819, grad_norm: 4.6500 2021-01-29 04:53:28,039 - mmaction - INFO - Epoch [4][1120/3757] lr: 1.000e-02, eta: 2 days, 11:30:30, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.3438, top5_acc: 0.5961, loss_cls: 2.9612, loss: 2.9612, grad_norm: 4.4480 2021-01-29 04:53:33,857 - mmaction - INFO - Epoch [4][1140/3757] lr: 1.000e-02, eta: 2 days, 11:27:23, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.3586, top5_acc: 0.6008, loss_cls: 3.0147, loss: 3.0147, grad_norm: 4.4828 2021-01-29 04:53:39,261 - mmaction - INFO - Epoch [4][1160/3757] lr: 1.000e-02, eta: 2 days, 11:24:05, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.3547, top5_acc: 0.6023, loss_cls: 3.0111, loss: 3.0111, grad_norm: 4.4338 2021-01-29 04:53:45,350 - mmaction - INFO - Epoch [4][1180/3757] lr: 1.000e-02, eta: 2 days, 11:21:07, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.3430, top5_acc: 0.6055, loss_cls: 2.9053, loss: 2.9053, grad_norm: 4.3038 2021-01-29 04:53:50,940 - mmaction - INFO - Epoch [4][1200/3757] lr: 1.000e-02, eta: 2 days, 11:17:55, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.3375, top5_acc: 0.5945, loss_cls: 2.9838, loss: 2.9838, grad_norm: 4.5571 2021-01-29 04:53:57,192 - mmaction - INFO - Epoch [4][1220/3757] lr: 1.000e-02, eta: 2 days, 11:15:04, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.3594, top5_acc: 0.6133, loss_cls: 2.9126, loss: 2.9126, grad_norm: 4.3370 2021-01-29 04:54:02,367 - mmaction - INFO - Epoch [4][1240/3757] lr: 1.000e-02, eta: 2 days, 11:11:41, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.3664, top5_acc: 0.6273, loss_cls: 2.9167, loss: 2.9167, grad_norm: 4.5499 2021-01-29 04:54:08,245 - mmaction - INFO - Epoch [4][1260/3757] lr: 1.000e-02, eta: 2 days, 11:08:40, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.3430, top5_acc: 0.6000, loss_cls: 2.9128, loss: 2.9128, grad_norm: 4.4230 2021-01-29 04:54:13,791 - mmaction - INFO - Epoch [4][1280/3757] lr: 1.000e-02, eta: 2 days, 11:05:29, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.3430, top5_acc: 0.5883, loss_cls: 3.0106, loss: 3.0106, grad_norm: 4.4208 2021-01-29 04:54:19,147 - mmaction - INFO - Epoch [4][1300/3757] lr: 1.000e-02, eta: 2 days, 11:02:14, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.3453, top5_acc: 0.5898, loss_cls: 3.0034, loss: 3.0034, grad_norm: 4.4853 2021-01-29 04:54:24,700 - mmaction - INFO - Epoch [4][1320/3757] lr: 1.000e-02, eta: 2 days, 10:59:04, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.3250, top5_acc: 0.6328, loss_cls: 2.9022, loss: 2.9022, grad_norm: 4.5748 2021-01-29 04:54:30,040 - mmaction - INFO - Epoch [4][1340/3757] lr: 1.000e-02, eta: 2 days, 10:55:50, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.3344, top5_acc: 0.5742, loss_cls: 3.0867, loss: 3.0867, grad_norm: 4.5364 2021-01-29 04:54:35,146 - mmaction - INFO - Epoch [4][1360/3757] lr: 1.000e-02, eta: 2 days, 10:52:29, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.3508, top5_acc: 0.6000, loss_cls: 2.9460, loss: 2.9460, grad_norm: 4.5327 2021-01-29 04:54:40,969 - mmaction - INFO - Epoch [4][1380/3757] lr: 1.000e-02, eta: 2 days, 10:49:30, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.3633, top5_acc: 0.6172, loss_cls: 2.8568, loss: 2.8568, grad_norm: 4.4269 2021-01-29 04:54:46,647 - mmaction - INFO - Epoch [4][1400/3757] lr: 1.000e-02, eta: 2 days, 10:46:26, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.3469, top5_acc: 0.6211, loss_cls: 2.9468, loss: 2.9468, grad_norm: 4.4523 2021-01-29 04:54:52,475 - mmaction - INFO - Epoch [4][1420/3757] lr: 1.000e-02, eta: 2 days, 10:43:28, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.3516, top5_acc: 0.6117, loss_cls: 2.9228, loss: 2.9228, grad_norm: 4.6187 2021-01-29 04:54:58,271 - mmaction - INFO - Epoch [4][1440/3757] lr: 1.000e-02, eta: 2 days, 10:40:29, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.3414, top5_acc: 0.6039, loss_cls: 2.9106, loss: 2.9106, grad_norm: 4.5673 2021-01-29 04:55:03,981 - mmaction - INFO - Epoch [4][1460/3757] lr: 1.000e-02, eta: 2 days, 10:37:29, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.3492, top5_acc: 0.6000, loss_cls: 2.9672, loss: 2.9672, grad_norm: 4.5451 2021-01-29 04:55:09,427 - mmaction - INFO - Epoch [4][1480/3757] lr: 1.000e-02, eta: 2 days, 10:34:21, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.3352, top5_acc: 0.5984, loss_cls: 2.9591, loss: 2.9591, grad_norm: 4.7349 2021-01-29 04:55:15,219 - mmaction - INFO - Epoch [4][1500/3757] lr: 1.000e-02, eta: 2 days, 10:31:24, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.3445, top5_acc: 0.6062, loss_cls: 2.9711, loss: 2.9711, grad_norm: 4.7263 2021-01-29 04:55:21,172 - mmaction - INFO - Epoch [4][1520/3757] lr: 1.000e-02, eta: 2 days, 10:28:31, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.3586, top5_acc: 0.6000, loss_cls: 2.9509, loss: 2.9509, grad_norm: 4.4597 2021-01-29 04:55:26,945 - mmaction - INFO - Epoch [4][1540/3757] lr: 1.000e-02, eta: 2 days, 10:25:35, time: 0.289, data_time: 0.005, memory: 3385, top1_acc: 0.3391, top5_acc: 0.6062, loss_cls: 2.9084, loss: 2.9084, grad_norm: 4.5304 2021-01-29 04:55:32,860 - mmaction - INFO - Epoch [4][1560/3757] lr: 1.000e-02, eta: 2 days, 10:22:43, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.3445, top5_acc: 0.6219, loss_cls: 2.9245, loss: 2.9245, grad_norm: 4.5309 2021-01-29 04:55:38,474 - mmaction - INFO - Epoch [4][1580/3757] lr: 1.000e-02, eta: 2 days, 10:19:42, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.3445, top5_acc: 0.6133, loss_cls: 2.9208, loss: 2.9208, grad_norm: 4.3201 2021-01-29 04:55:43,664 - mmaction - INFO - Epoch [4][1600/3757] lr: 1.000e-02, eta: 2 days, 10:16:31, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.3305, top5_acc: 0.5906, loss_cls: 3.0288, loss: 3.0288, grad_norm: 4.6217 2021-01-29 04:55:49,732 - mmaction - INFO - Epoch [4][1620/3757] lr: 1.000e-02, eta: 2 days, 10:13:45, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.3594, top5_acc: 0.5984, loss_cls: 2.9621, loss: 2.9621, grad_norm: 4.5973 2021-01-29 04:55:55,263 - mmaction - INFO - Epoch [4][1640/3757] lr: 1.000e-02, eta: 2 days, 10:10:44, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.3484, top5_acc: 0.6062, loss_cls: 2.9485, loss: 2.9485, grad_norm: 4.4406 2021-01-29 04:56:01,207 - mmaction - INFO - Epoch [4][1660/3757] lr: 1.000e-02, eta: 2 days, 10:07:55, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.3695, top5_acc: 0.6102, loss_cls: 2.9026, loss: 2.9026, grad_norm: 4.6068 2021-01-29 04:56:07,127 - mmaction - INFO - Epoch [4][1680/3757] lr: 1.000e-02, eta: 2 days, 10:05:06, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.3625, top5_acc: 0.6109, loss_cls: 2.9007, loss: 2.9007, grad_norm: 4.6285 2021-01-29 04:56:13,134 - mmaction - INFO - Epoch [4][1700/3757] lr: 1.000e-02, eta: 2 days, 10:02:20, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.3461, top5_acc: 0.6094, loss_cls: 2.9274, loss: 2.9274, grad_norm: 4.6995 2021-01-29 04:56:19,425 - mmaction - INFO - Epoch [4][1720/3757] lr: 1.000e-02, eta: 2 days, 9:59:43, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.3508, top5_acc: 0.6188, loss_cls: 2.9375, loss: 2.9375, grad_norm: 4.4586 2021-01-29 04:56:24,821 - mmaction - INFO - Epoch [4][1740/3757] lr: 1.000e-02, eta: 2 days, 9:56:41, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9426, loss: 2.9426, grad_norm: 4.3512 2021-01-29 04:56:30,479 - mmaction - INFO - Epoch [4][1760/3757] lr: 1.000e-02, eta: 2 days, 9:53:47, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.3547, top5_acc: 0.6125, loss_cls: 2.9461, loss: 2.9461, grad_norm: 4.4784 2021-01-29 04:56:36,132 - mmaction - INFO - Epoch [4][1780/3757] lr: 1.000e-02, eta: 2 days, 9:50:53, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.3391, top5_acc: 0.5875, loss_cls: 3.0270, loss: 3.0270, grad_norm: 4.4854 2021-01-29 04:56:42,149 - mmaction - INFO - Epoch [4][1800/3757] lr: 1.000e-02, eta: 2 days, 9:48:09, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.3305, top5_acc: 0.5883, loss_cls: 3.0188, loss: 3.0188, grad_norm: 5.8230 2021-01-29 04:56:47,192 - mmaction - INFO - Epoch [4][1820/3757] lr: 1.000e-02, eta: 2 days, 9:45:00, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.3328, top5_acc: 0.5844, loss_cls: 3.0453, loss: 3.0453, grad_norm: 4.5971 2021-01-29 04:56:52,853 - mmaction - INFO - Epoch [4][1840/3757] lr: 1.000e-02, eta: 2 days, 9:42:08, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.3430, top5_acc: 0.5992, loss_cls: 3.0351, loss: 3.0351, grad_norm: 4.4497 2021-01-29 04:56:58,789 - mmaction - INFO - Epoch [4][1860/3757] lr: 1.000e-02, eta: 2 days, 9:39:24, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9633, loss: 2.9633, grad_norm: 4.4148 2021-01-29 04:57:05,069 - mmaction - INFO - Epoch [4][1880/3757] lr: 1.000e-02, eta: 2 days, 9:36:50, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.3570, top5_acc: 0.6000, loss_cls: 2.9532, loss: 2.9532, grad_norm: 4.5580 2021-01-29 04:57:11,483 - mmaction - INFO - Epoch [4][1900/3757] lr: 1.000e-02, eta: 2 days, 9:34:20, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.3414, top5_acc: 0.6016, loss_cls: 2.9541, loss: 2.9541, grad_norm: 4.4163 2021-01-29 04:57:17,217 - mmaction - INFO - Epoch [4][1920/3757] lr: 1.000e-02, eta: 2 days, 9:31:32, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.3523, top5_acc: 0.6086, loss_cls: 2.9747, loss: 2.9747, grad_norm: 4.5208 2021-01-29 04:57:22,728 - mmaction - INFO - Epoch [4][1940/3757] lr: 1.000e-02, eta: 2 days, 9:28:38, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9048, loss: 2.9048, grad_norm: 4.3655 2021-01-29 04:57:28,343 - mmaction - INFO - Epoch [4][1960/3757] lr: 1.000e-02, eta: 2 days, 9:25:48, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.3289, top5_acc: 0.6070, loss_cls: 2.9823, loss: 2.9823, grad_norm: 4.3903 2021-01-29 04:57:34,272 - mmaction - INFO - Epoch [4][1980/3757] lr: 1.000e-02, eta: 2 days, 9:23:07, time: 0.297, data_time: 0.005, memory: 3385, top1_acc: 0.3391, top5_acc: 0.6102, loss_cls: 2.9626, loss: 2.9626, grad_norm: 4.4625 2021-01-29 04:57:40,320 - mmaction - INFO - Epoch [4][2000/3757] lr: 1.000e-02, eta: 2 days, 9:20:29, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.3383, top5_acc: 0.5992, loss_cls: 2.9820, loss: 2.9820, grad_norm: 4.5437 2021-01-29 04:57:46,366 - mmaction - INFO - Epoch [4][2020/3757] lr: 1.000e-02, eta: 2 days, 9:17:52, time: 0.303, data_time: 0.004, memory: 3385, top1_acc: 0.3211, top5_acc: 0.5805, loss_cls: 2.9964, loss: 2.9964, grad_norm: 4.4778 2021-01-29 04:57:51,853 - mmaction - INFO - Epoch [4][2040/3757] lr: 1.000e-02, eta: 2 days, 9:15:00, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.3398, top5_acc: 0.5969, loss_cls: 3.0231, loss: 3.0231, grad_norm: 4.3796 2021-01-29 04:57:57,509 - mmaction - INFO - Epoch [4][2060/3757] lr: 1.000e-02, eta: 2 days, 9:12:13, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.3633, top5_acc: 0.6141, loss_cls: 2.9196, loss: 2.9196, grad_norm: 4.4072 2021-01-29 04:58:03,735 - mmaction - INFO - Epoch [4][2080/3757] lr: 1.000e-02, eta: 2 days, 9:09:42, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.3289, top5_acc: 0.5938, loss_cls: 3.0377, loss: 3.0377, grad_norm: 4.3388 2021-01-29 04:58:10,030 - mmaction - INFO - Epoch [4][2100/3757] lr: 1.000e-02, eta: 2 days, 9:07:14, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.3625, top5_acc: 0.6086, loss_cls: 2.8817, loss: 2.8817, grad_norm: 4.5679 2021-01-29 04:58:15,072 - mmaction - INFO - Epoch [4][2120/3757] lr: 1.000e-02, eta: 2 days, 9:04:12, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.3523, top5_acc: 0.6125, loss_cls: 2.9728, loss: 2.9728, grad_norm: 4.4078 2021-01-29 04:58:20,559 - mmaction - INFO - Epoch [4][2140/3757] lr: 1.000e-02, eta: 2 days, 9:01:22, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.3477, top5_acc: 0.5992, loss_cls: 2.9450, loss: 2.9450, grad_norm: 4.3452 2021-01-29 04:58:26,503 - mmaction - INFO - Epoch [4][2160/3757] lr: 1.000e-02, eta: 2 days, 8:58:46, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.3570, top5_acc: 0.6133, loss_cls: 2.9123, loss: 2.9123, grad_norm: 4.4283 2021-01-29 04:58:32,173 - mmaction - INFO - Epoch [4][2180/3757] lr: 1.000e-02, eta: 2 days, 8:56:02, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.3695, top5_acc: 0.6258, loss_cls: 2.8570, loss: 2.8570, grad_norm: 4.5018 2021-01-29 04:58:38,187 - mmaction - INFO - Epoch [4][2200/3757] lr: 1.000e-02, eta: 2 days, 8:53:28, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.3484, top5_acc: 0.6008, loss_cls: 2.9399, loss: 2.9399, grad_norm: 4.5649 2021-01-29 04:58:44,058 - mmaction - INFO - Epoch [4][2220/3757] lr: 1.000e-02, eta: 2 days, 8:50:51, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.3477, top5_acc: 0.6102, loss_cls: 2.9361, loss: 2.9361, grad_norm: 4.3703 2021-01-29 04:58:49,547 - mmaction - INFO - Epoch [4][2240/3757] lr: 1.000e-02, eta: 2 days, 8:48:04, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.3430, top5_acc: 0.6023, loss_cls: 2.9837, loss: 2.9837, grad_norm: 4.5542 2021-01-29 04:58:55,817 - mmaction - INFO - Epoch [4][2260/3757] lr: 1.000e-02, eta: 2 days, 8:45:38, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.3297, top5_acc: 0.5773, loss_cls: 3.0653, loss: 3.0653, grad_norm: 4.3341 2021-01-29 04:59:01,416 - mmaction - INFO - Epoch [4][2280/3757] lr: 1.000e-02, eta: 2 days, 8:42:54, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.3578, top5_acc: 0.6250, loss_cls: 2.9052, loss: 2.9052, grad_norm: 4.4456 2021-01-29 04:59:06,951 - mmaction - INFO - Epoch [4][2300/3757] lr: 1.000e-02, eta: 2 days, 8:40:10, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.3375, top5_acc: 0.5992, loss_cls: 2.9885, loss: 2.9885, grad_norm: 4.3870 2021-01-29 04:59:12,516 - mmaction - INFO - Epoch [4][2320/3757] lr: 1.000e-02, eta: 2 days, 8:37:27, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.3523, top5_acc: 0.6023, loss_cls: 2.9889, loss: 2.9889, grad_norm: 4.4128 2021-01-29 04:59:18,099 - mmaction - INFO - Epoch [4][2340/3757] lr: 1.000e-02, eta: 2 days, 8:34:45, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.3438, top5_acc: 0.6312, loss_cls: 2.8958, loss: 2.8958, grad_norm: 4.7432 2021-01-29 04:59:23,921 - mmaction - INFO - Epoch [4][2360/3757] lr: 1.000e-02, eta: 2 days, 8:32:09, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.3422, top5_acc: 0.6078, loss_cls: 2.9591, loss: 2.9591, grad_norm: 4.3804 2021-01-29 04:59:29,975 - mmaction - INFO - Epoch [4][2380/3757] lr: 1.000e-02, eta: 2 days, 8:29:41, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.3391, top5_acc: 0.6219, loss_cls: 2.9188, loss: 2.9188, grad_norm: 4.5036 2021-01-29 04:59:35,847 - mmaction - INFO - Epoch [4][2400/3757] lr: 1.000e-02, eta: 2 days, 8:27:07, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.3328, top5_acc: 0.5758, loss_cls: 3.0715, loss: 3.0715, grad_norm: 4.4880 2021-01-29 04:59:41,438 - mmaction - INFO - Epoch [4][2420/3757] lr: 1.000e-02, eta: 2 days, 8:24:27, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.3430, top5_acc: 0.6031, loss_cls: 2.9672, loss: 2.9672, grad_norm: 4.4954 2021-01-29 04:59:47,323 - mmaction - INFO - Epoch [4][2440/3757] lr: 1.000e-02, eta: 2 days, 8:21:55, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.3477, top5_acc: 0.6148, loss_cls: 2.9517, loss: 2.9517, grad_norm: 4.3820 2021-01-29 04:59:53,427 - mmaction - INFO - Epoch [4][2460/3757] lr: 1.000e-02, eta: 2 days, 8:19:29, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.3531, top5_acc: 0.6148, loss_cls: 2.9330, loss: 2.9330, grad_norm: 4.3362 2021-01-29 05:00:00,125 - mmaction - INFO - Epoch [4][2480/3757] lr: 1.000e-02, eta: 2 days, 8:17:19, time: 0.335, data_time: 0.002, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6203, loss_cls: 2.8990, loss: 2.8990, grad_norm: 4.3366 2021-01-29 05:00:05,228 - mmaction - INFO - Epoch [4][2500/3757] lr: 1.000e-02, eta: 2 days, 8:14:28, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.3617, top5_acc: 0.5922, loss_cls: 2.9647, loss: 2.9647, grad_norm: 4.5325 2021-01-29 05:00:11,709 - mmaction - INFO - Epoch [4][2520/3757] lr: 1.000e-02, eta: 2 days, 8:12:13, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.3430, top5_acc: 0.6008, loss_cls: 2.9326, loss: 2.9326, grad_norm: 4.5469 2021-01-29 05:00:17,017 - mmaction - INFO - Epoch [4][2540/3757] lr: 1.000e-02, eta: 2 days, 8:09:28, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.3477, top5_acc: 0.6047, loss_cls: 2.9824, loss: 2.9824, grad_norm: 4.5645 2021-01-29 05:00:22,836 - mmaction - INFO - Epoch [4][2560/3757] lr: 1.000e-02, eta: 2 days, 8:06:57, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.3406, top5_acc: 0.5953, loss_cls: 3.0118, loss: 3.0118, grad_norm: 4.4740 2021-01-29 05:00:29,105 - mmaction - INFO - Epoch [4][2580/3757] lr: 1.000e-02, eta: 2 days, 8:04:38, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.3508, top5_acc: 0.5820, loss_cls: 2.9945, loss: 2.9945, grad_norm: 4.3517 2021-01-29 05:00:34,673 - mmaction - INFO - Epoch [4][2600/3757] lr: 1.000e-02, eta: 2 days, 8:02:01, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.3664, top5_acc: 0.6297, loss_cls: 2.8403, loss: 2.8403, grad_norm: 4.5150 2021-01-29 05:00:41,323 - mmaction - INFO - Epoch [4][2620/3757] lr: 1.000e-02, eta: 2 days, 7:59:52, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.3391, top5_acc: 0.5961, loss_cls: 2.9912, loss: 2.9912, grad_norm: 4.4008 2021-01-29 05:00:47,017 - mmaction - INFO - Epoch [4][2640/3757] lr: 1.000e-02, eta: 2 days, 7:57:20, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6242, loss_cls: 2.8544, loss: 2.8544, grad_norm: 4.4024 2021-01-29 05:00:52,492 - mmaction - INFO - Epoch [4][2660/3757] lr: 1.000e-02, eta: 2 days, 7:54:42, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.3547, top5_acc: 0.6164, loss_cls: 2.8731, loss: 2.8731, grad_norm: 4.3485 2021-01-29 05:00:58,345 - mmaction - INFO - Epoch [4][2680/3757] lr: 1.000e-02, eta: 2 days, 7:52:13, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9578, loss: 2.9578, grad_norm: 4.4868 2021-01-29 05:01:04,966 - mmaction - INFO - Epoch [4][2700/3757] lr: 1.000e-02, eta: 2 days, 7:50:06, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.3484, top5_acc: 0.6312, loss_cls: 2.8501, loss: 2.8501, grad_norm: 4.5202 2021-01-29 05:01:10,068 - mmaction - INFO - Epoch [4][2720/3757] lr: 1.000e-02, eta: 2 days, 7:47:19, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.3719, top5_acc: 0.6172, loss_cls: 2.8533, loss: 2.8533, grad_norm: 4.3875 2021-01-29 05:01:16,100 - mmaction - INFO - Epoch [4][2740/3757] lr: 1.000e-02, eta: 2 days, 7:44:57, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.3672, top5_acc: 0.6102, loss_cls: 2.9163, loss: 2.9163, grad_norm: 4.4190 2021-01-29 05:01:22,094 - mmaction - INFO - Epoch [4][2760/3757] lr: 1.000e-02, eta: 2 days, 7:42:35, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.3398, top5_acc: 0.5875, loss_cls: 2.9207, loss: 2.9207, grad_norm: 4.4132 2021-01-29 05:01:27,573 - mmaction - INFO - Epoch [4][2780/3757] lr: 1.000e-02, eta: 2 days, 7:39:59, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.3531, top5_acc: 0.6234, loss_cls: 2.9031, loss: 2.9031, grad_norm: 4.7964 2021-01-29 05:01:33,523 - mmaction - INFO - Epoch [4][2800/3757] lr: 1.000e-02, eta: 2 days, 7:37:36, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.3414, top5_acc: 0.6023, loss_cls: 2.9364, loss: 2.9364, grad_norm: 4.6864 2021-01-29 05:01:39,522 - mmaction - INFO - Epoch [4][2820/3757] lr: 1.000e-02, eta: 2 days, 7:35:15, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.3484, top5_acc: 0.6055, loss_cls: 2.9137, loss: 2.9137, grad_norm: 4.5889 2021-01-29 05:01:45,637 - mmaction - INFO - Epoch [4][2840/3757] lr: 1.000e-02, eta: 2 days, 7:32:57, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.3352, top5_acc: 0.6133, loss_cls: 2.9466, loss: 2.9466, grad_norm: 4.5621 2021-01-29 05:01:51,145 - mmaction - INFO - Epoch [4][2860/3757] lr: 1.000e-02, eta: 2 days, 7:30:24, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.3461, top5_acc: 0.5922, loss_cls: 2.9561, loss: 2.9561, grad_norm: 4.3619 2021-01-29 05:01:57,169 - mmaction - INFO - Epoch [4][2880/3757] lr: 1.000e-02, eta: 2 days, 7:28:04, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.3555, top5_acc: 0.6000, loss_cls: 2.9594, loss: 2.9594, grad_norm: 4.4112 2021-01-29 05:02:03,571 - mmaction - INFO - Epoch [4][2900/3757] lr: 1.000e-02, eta: 2 days, 7:25:55, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.3508, top5_acc: 0.6062, loss_cls: 2.9314, loss: 2.9314, grad_norm: 4.3950 2021-01-29 05:02:08,891 - mmaction - INFO - Epoch [4][2920/3757] lr: 1.000e-02, eta: 2 days, 7:23:18, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.3602, top5_acc: 0.6039, loss_cls: 2.9964, loss: 2.9964, grad_norm: 4.3150 2021-01-29 05:02:15,028 - mmaction - INFO - Epoch [4][2940/3757] lr: 1.000e-02, eta: 2 days, 7:21:02, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.3586, top5_acc: 0.6164, loss_cls: 2.8447, loss: 2.8447, grad_norm: 4.4636 2021-01-29 05:02:21,375 - mmaction - INFO - Epoch [4][2960/3757] lr: 1.000e-02, eta: 2 days, 7:18:52, time: 0.316, data_time: 0.000, memory: 3385, top1_acc: 0.3578, top5_acc: 0.6055, loss_cls: 2.9072, loss: 2.9072, grad_norm: 4.6428 2021-01-29 05:02:26,875 - mmaction - INFO - Epoch [4][2980/3757] lr: 1.000e-02, eta: 2 days, 7:16:21, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9620, loss: 2.9620, grad_norm: 4.6470 2021-01-29 05:02:31,997 - mmaction - INFO - Epoch [4][3000/3757] lr: 1.000e-02, eta: 2 days, 7:13:41, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9657, loss: 2.9657, grad_norm: 4.3881 2021-01-29 05:02:38,416 - mmaction - INFO - Epoch [4][3020/3757] lr: 1.000e-02, eta: 2 days, 7:11:34, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9307, loss: 2.9307, grad_norm: 4.4695 2021-01-29 05:02:43,893 - mmaction - INFO - Epoch [4][3040/3757] lr: 1.000e-02, eta: 2 days, 7:09:04, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.3594, top5_acc: 0.6195, loss_cls: 2.8905, loss: 2.8905, grad_norm: 4.3814 2021-01-29 05:02:49,923 - mmaction - INFO - Epoch [4][3060/3757] lr: 1.000e-02, eta: 2 days, 7:06:48, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.3367, top5_acc: 0.6102, loss_cls: 2.9847, loss: 2.9847, grad_norm: 4.5203 2021-01-29 05:02:55,793 - mmaction - INFO - Epoch [4][3080/3757] lr: 1.000e-02, eta: 2 days, 7:04:28, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6008, loss_cls: 2.9241, loss: 2.9241, grad_norm: 4.4431 2021-01-29 05:03:01,947 - mmaction - INFO - Epoch [4][3100/3757] lr: 1.000e-02, eta: 2 days, 7:02:16, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6250, loss_cls: 2.8557, loss: 2.8557, grad_norm: 4.4696 2021-01-29 05:03:07,284 - mmaction - INFO - Epoch [4][3120/3757] lr: 1.000e-02, eta: 2 days, 6:59:44, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.3633, top5_acc: 0.6312, loss_cls: 2.8822, loss: 2.8822, grad_norm: 4.5520 2021-01-29 05:03:12,834 - mmaction - INFO - Epoch [4][3140/3757] lr: 1.000e-02, eta: 2 days, 6:57:17, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.3273, top5_acc: 0.5891, loss_cls: 3.0417, loss: 3.0417, grad_norm: 4.3483 2021-01-29 05:03:19,543 - mmaction - INFO - Epoch [4][3160/3757] lr: 1.000e-02, eta: 2 days, 6:55:20, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.3359, top5_acc: 0.6008, loss_cls: 3.0217, loss: 3.0217, grad_norm: 4.4102 2021-01-29 05:03:25,748 - mmaction - INFO - Epoch [4][3180/3757] lr: 1.000e-02, eta: 2 days, 6:53:11, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.3508, top5_acc: 0.6141, loss_cls: 2.9255, loss: 2.9255, grad_norm: 4.3330 2021-01-29 05:03:31,435 - mmaction - INFO - Epoch [4][3200/3757] lr: 1.000e-02, eta: 2 days, 6:50:49, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.3289, top5_acc: 0.5977, loss_cls: 2.9898, loss: 2.9898, grad_norm: 5.7772 2021-01-29 05:03:36,963 - mmaction - INFO - Epoch [4][3220/3757] lr: 1.000e-02, eta: 2 days, 6:48:23, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.8654, loss: 2.8654, grad_norm: 4.6069 2021-01-29 05:03:42,779 - mmaction - INFO - Epoch [4][3240/3757] lr: 1.000e-02, eta: 2 days, 6:46:05, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.3625, top5_acc: 0.6180, loss_cls: 2.9028, loss: 2.9028, grad_norm: 4.5176 2021-01-29 05:03:48,944 - mmaction - INFO - Epoch [4][3260/3757] lr: 1.000e-02, eta: 2 days, 6:43:56, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.3367, top5_acc: 0.5805, loss_cls: 3.0221, loss: 3.0221, grad_norm: 4.4735 2021-01-29 05:03:54,495 - mmaction - INFO - Epoch [4][3280/3757] lr: 1.000e-02, eta: 2 days, 6:41:32, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6266, loss_cls: 2.8562, loss: 2.8562, grad_norm: 4.4160 2021-01-29 05:03:59,746 - mmaction - INFO - Epoch [4][3300/3757] lr: 1.000e-02, eta: 2 days, 6:39:01, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.3578, top5_acc: 0.6047, loss_cls: 2.9220, loss: 2.9220, grad_norm: 4.3105 2021-01-29 05:04:06,241 - mmaction - INFO - Epoch [4][3320/3757] lr: 1.000e-02, eta: 2 days, 6:37:01, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.3641, top5_acc: 0.6148, loss_cls: 2.8799, loss: 2.8799, grad_norm: 4.4671 2021-01-29 05:04:12,104 - mmaction - INFO - Epoch [4][3340/3757] lr: 1.000e-02, eta: 2 days, 6:34:46, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.3648, top5_acc: 0.6203, loss_cls: 2.8385, loss: 2.8385, grad_norm: 4.5474 2021-01-29 05:04:17,664 - mmaction - INFO - Epoch [4][3360/3757] lr: 1.000e-02, eta: 2 days, 6:32:24, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.3234, top5_acc: 0.5906, loss_cls: 2.9760, loss: 2.9760, grad_norm: 4.2663 2021-01-29 05:04:23,497 - mmaction - INFO - Epoch [4][3380/3757] lr: 1.000e-02, eta: 2 days, 6:30:09, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3781, top5_acc: 0.6211, loss_cls: 2.8522, loss: 2.8522, grad_norm: 4.5430 2021-01-29 05:04:29,049 - mmaction - INFO - Epoch [4][3400/3757] lr: 1.000e-02, eta: 2 days, 6:27:47, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.3438, top5_acc: 0.6078, loss_cls: 2.9475, loss: 2.9475, grad_norm: 4.5070 2021-01-29 05:04:35,050 - mmaction - INFO - Epoch [4][3420/3757] lr: 1.000e-02, eta: 2 days, 6:25:36, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.3758, top5_acc: 0.6109, loss_cls: 2.8634, loss: 2.8634, grad_norm: 4.4328 2021-01-29 05:04:41,101 - mmaction - INFO - Epoch [4][3440/3757] lr: 1.000e-02, eta: 2 days, 6:23:28, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.3461, top5_acc: 0.6023, loss_cls: 2.9225, loss: 2.9225, grad_norm: 4.3910 2021-01-29 05:04:46,928 - mmaction - INFO - Epoch [4][3460/3757] lr: 1.000e-02, eta: 2 days, 6:21:14, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.3547, top5_acc: 0.6141, loss_cls: 2.9205, loss: 2.9205, grad_norm: 4.5003 2021-01-29 05:04:52,748 - mmaction - INFO - Epoch [4][3480/3757] lr: 1.000e-02, eta: 2 days, 6:19:00, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.3461, top5_acc: 0.5805, loss_cls: 3.0560, loss: 3.0560, grad_norm: 4.2936 2021-01-29 05:04:58,385 - mmaction - INFO - Epoch [4][3500/3757] lr: 1.000e-02, eta: 2 days, 6:16:42, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.3555, top5_acc: 0.6141, loss_cls: 2.8690, loss: 2.8690, grad_norm: 4.4456 2021-01-29 05:05:04,149 - mmaction - INFO - Epoch [4][3520/3757] lr: 1.000e-02, eta: 2 days, 6:14:28, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.3406, top5_acc: 0.6148, loss_cls: 2.9583, loss: 2.9583, grad_norm: 4.4020 2021-01-29 05:05:09,994 - mmaction - INFO - Epoch [4][3540/3757] lr: 1.000e-02, eta: 2 days, 6:12:16, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.3563, top5_acc: 0.6055, loss_cls: 2.9275, loss: 2.9275, grad_norm: 4.4211 2021-01-29 05:05:15,950 - mmaction - INFO - Epoch [4][3560/3757] lr: 1.000e-02, eta: 2 days, 6:10:07, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.3570, top5_acc: 0.6164, loss_cls: 2.8947, loss: 2.8947, grad_norm: 4.3255 2021-01-29 05:05:21,447 - mmaction - INFO - Epoch [4][3580/3757] lr: 1.000e-02, eta: 2 days, 6:07:47, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6039, loss_cls: 2.9499, loss: 2.9499, grad_norm: 4.6184 2021-01-29 05:05:27,377 - mmaction - INFO - Epoch [4][3600/3757] lr: 1.000e-02, eta: 2 days, 6:05:38, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.3266, top5_acc: 0.5898, loss_cls: 2.9903, loss: 2.9903, grad_norm: 4.5912 2021-01-29 05:05:33,360 - mmaction - INFO - Epoch [4][3620/3757] lr: 1.000e-02, eta: 2 days, 6:03:31, time: 0.300, data_time: 0.003, memory: 3385, top1_acc: 0.3664, top5_acc: 0.6008, loss_cls: 2.9928, loss: 2.9928, grad_norm: 5.3110 2021-01-29 05:05:39,222 - mmaction - INFO - Epoch [4][3640/3757] lr: 1.000e-02, eta: 2 days, 6:01:21, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.3367, top5_acc: 0.6008, loss_cls: 2.9640, loss: 2.9640, grad_norm: 4.5507 2021-01-29 05:05:44,970 - mmaction - INFO - Epoch [4][3660/3757] lr: 1.000e-02, eta: 2 days, 5:59:08, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.3375, top5_acc: 0.6094, loss_cls: 2.9852, loss: 2.9852, grad_norm: 4.2603 2021-01-29 05:05:50,492 - mmaction - INFO - Epoch [4][3680/3757] lr: 1.000e-02, eta: 2 days, 5:56:51, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.3266, top5_acc: 0.5813, loss_cls: 2.9691, loss: 2.9691, grad_norm: 4.3959 2021-01-29 05:05:56,018 - mmaction - INFO - Epoch [4][3700/3757] lr: 1.000e-02, eta: 2 days, 5:54:34, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.3445, top5_acc: 0.6109, loss_cls: 2.9013, loss: 2.9013, grad_norm: 4.5145 2021-01-29 05:06:01,974 - mmaction - INFO - Epoch [4][3720/3757] lr: 1.000e-02, eta: 2 days, 5:52:27, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9121, loss: 2.9121, grad_norm: 4.3923 2021-01-29 05:06:07,661 - mmaction - INFO - Epoch [4][3740/3757] lr: 1.000e-02, eta: 2 days, 5:50:15, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.3508, top5_acc: 0.6109, loss_cls: 2.8894, loss: 2.8894, grad_norm: 4.5185 2021-01-29 05:06:37,814 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-01-29 05:22:25,233 - mmaction - INFO - Epoch [5][20/3757] lr: 1.000e-02, eta: 2 days, 12:00:11, time: 47.341, data_time: 46.875, memory: 3385, top1_acc: 0.3602, top5_acc: 0.6234, loss_cls: 2.8266, loss: 2.8266, grad_norm: 4.2956 2021-01-29 05:22:29,425 - mmaction - INFO - Epoch [5][40/3757] lr: 1.000e-02, eta: 2 days, 11:56:57, time: 0.220, data_time: 0.012, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6211, loss_cls: 2.8254, loss: 2.8254, grad_norm: 4.4212 2021-01-29 05:22:33,628 - mmaction - INFO - Epoch [5][60/3757] lr: 1.000e-02, eta: 2 days, 11:53:40, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.3586, top5_acc: 0.6195, loss_cls: 2.8661, loss: 2.8661, grad_norm: 4.5071 2021-01-29 05:22:37,860 - mmaction - INFO - Epoch [5][80/3757] lr: 1.000e-02, eta: 2 days, 11:50:23, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6281, loss_cls: 2.9023, loss: 2.9023, grad_norm: 4.6214 2021-01-29 05:22:42,108 - mmaction - INFO - Epoch [5][100/3757] lr: 1.000e-02, eta: 2 days, 11:47:08, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.3664, top5_acc: 0.6211, loss_cls: 2.8144, loss: 2.8144, grad_norm: 4.4485 2021-01-29 05:22:46,357 - mmaction - INFO - Epoch [5][120/3757] lr: 1.000e-02, eta: 2 days, 11:43:53, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.3734, top5_acc: 0.6070, loss_cls: 2.9593, loss: 2.9593, grad_norm: 4.4163 2021-01-29 05:22:50,554 - mmaction - INFO - Epoch [5][140/3757] lr: 1.000e-02, eta: 2 days, 11:40:37, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.3531, top5_acc: 0.6023, loss_cls: 2.9160, loss: 2.9160, grad_norm: 4.4647 2021-01-29 05:22:54,844 - mmaction - INFO - Epoch [5][160/3757] lr: 1.000e-02, eta: 2 days, 11:37:24, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.8520, loss: 2.8520, grad_norm: 4.4934 2021-01-29 05:22:59,090 - mmaction - INFO - Epoch [5][180/3757] lr: 1.000e-02, eta: 2 days, 11:34:11, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.3656, top5_acc: 0.6273, loss_cls: 2.8172, loss: 2.8172, grad_norm: 4.5008 2021-01-29 05:23:03,304 - mmaction - INFO - Epoch [5][200/3757] lr: 1.000e-02, eta: 2 days, 11:30:57, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.3406, top5_acc: 0.6172, loss_cls: 2.9643, loss: 2.9643, grad_norm: 4.3834 2021-01-29 05:23:07,590 - mmaction - INFO - Epoch [5][220/3757] lr: 1.000e-02, eta: 2 days, 11:27:44, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.3484, top5_acc: 0.6188, loss_cls: 2.8780, loss: 2.8780, grad_norm: 4.5048 2021-01-29 05:23:11,828 - mmaction - INFO - Epoch [5][240/3757] lr: 1.000e-02, eta: 2 days, 11:24:33, time: 0.214, data_time: 0.004, memory: 3385, top1_acc: 0.3539, top5_acc: 0.6156, loss_cls: 2.8679, loss: 2.8679, grad_norm: 4.3557 2021-01-29 05:23:16,097 - mmaction - INFO - Epoch [5][260/3757] lr: 1.000e-02, eta: 2 days, 11:21:22, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.3469, top5_acc: 0.5930, loss_cls: 2.9985, loss: 2.9985, grad_norm: 4.5143 2021-01-29 05:23:20,302 - mmaction - INFO - Epoch [5][280/3757] lr: 1.000e-02, eta: 2 days, 11:18:10, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.9435, loss: 2.9435, grad_norm: 4.3001 2021-01-29 05:23:24,457 - mmaction - INFO - Epoch [5][300/3757] lr: 1.000e-02, eta: 2 days, 11:14:57, time: 0.208, data_time: 0.000, memory: 3385, top1_acc: 0.3672, top5_acc: 0.6094, loss_cls: 2.8981, loss: 2.8981, grad_norm: 4.3562 2021-01-29 05:23:28,905 - mmaction - INFO - Epoch [5][320/3757] lr: 1.000e-02, eta: 2 days, 11:11:52, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.3594, top5_acc: 0.6141, loss_cls: 2.8553, loss: 2.8553, grad_norm: 4.5418 2021-01-29 05:23:33,058 - mmaction - INFO - Epoch [5][340/3757] lr: 1.000e-02, eta: 2 days, 11:08:40, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6078, loss_cls: 2.8869, loss: 2.8869, grad_norm: 4.3798 2021-01-29 05:23:37,524 - mmaction - INFO - Epoch [5][360/3757] lr: 1.000e-02, eta: 2 days, 11:05:36, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6586, loss_cls: 2.7715, loss: 2.7715, grad_norm: 4.4791 2021-01-29 05:23:41,801 - mmaction - INFO - Epoch [5][380/3757] lr: 1.000e-02, eta: 2 days, 11:02:28, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.7765, loss: 2.7765, grad_norm: 4.5721 2021-01-29 05:23:46,272 - mmaction - INFO - Epoch [5][400/3757] lr: 1.000e-02, eta: 2 days, 10:59:25, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.3508, top5_acc: 0.6234, loss_cls: 2.9183, loss: 2.9183, grad_norm: 4.4983 2021-01-29 05:23:50,571 - mmaction - INFO - Epoch [5][420/3757] lr: 1.000e-02, eta: 2 days, 10:56:19, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.3367, top5_acc: 0.6070, loss_cls: 2.9727, loss: 2.9727, grad_norm: 4.4455 2021-01-29 05:23:54,847 - mmaction - INFO - Epoch [5][440/3757] lr: 1.000e-02, eta: 2 days, 10:53:12, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6430, loss_cls: 2.7684, loss: 2.7684, grad_norm: 4.4301 2021-01-29 05:23:59,226 - mmaction - INFO - Epoch [5][460/3757] lr: 1.000e-02, eta: 2 days, 10:50:09, time: 0.219, data_time: 0.002, memory: 3385, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 2.9907, loss: 2.9907, grad_norm: 4.5261 2021-01-29 05:24:03,713 - mmaction - INFO - Epoch [5][480/3757] lr: 1.000e-02, eta: 2 days, 10:47:08, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6234, loss_cls: 2.8017, loss: 2.8017, grad_norm: 4.4820 2021-01-29 05:24:08,493 - mmaction - INFO - Epoch [5][500/3757] lr: 1.000e-02, eta: 2 days, 10:44:15, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6289, loss_cls: 2.8975, loss: 2.8975, grad_norm: 4.4026 2021-01-29 05:24:13,060 - mmaction - INFO - Epoch [5][520/3757] lr: 1.000e-02, eta: 2 days, 10:41:17, time: 0.228, data_time: 0.002, memory: 3385, top1_acc: 0.3695, top5_acc: 0.6008, loss_cls: 2.9095, loss: 2.9095, grad_norm: 4.7138 2021-01-29 05:24:17,792 - mmaction - INFO - Epoch [5][540/3757] lr: 1.000e-02, eta: 2 days, 10:38:23, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.3516, top5_acc: 0.6078, loss_cls: 2.9632, loss: 2.9632, grad_norm: 4.6120 2021-01-29 05:24:22,183 - mmaction - INFO - Epoch [5][560/3757] lr: 1.000e-02, eta: 2 days, 10:35:22, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.3539, top5_acc: 0.6055, loss_cls: 2.9729, loss: 2.9729, grad_norm: 4.4014 2021-01-29 05:24:27,631 - mmaction - INFO - Epoch [5][580/3757] lr: 1.000e-02, eta: 2 days, 10:32:46, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.3656, top5_acc: 0.6258, loss_cls: 2.8477, loss: 2.8477, grad_norm: 4.4407 2021-01-29 05:24:32,140 - mmaction - INFO - Epoch [5][600/3757] lr: 1.000e-02, eta: 2 days, 10:29:48, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6305, loss_cls: 2.8547, loss: 2.8547, grad_norm: 4.4856 2021-01-29 05:24:37,082 - mmaction - INFO - Epoch [5][620/3757] lr: 1.000e-02, eta: 2 days, 10:27:01, time: 0.248, data_time: 0.002, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6172, loss_cls: 2.8794, loss: 2.8794, grad_norm: 4.5812 2021-01-29 05:24:42,308 - mmaction - INFO - Epoch [5][640/3757] lr: 1.000e-02, eta: 2 days, 10:24:21, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.3664, top5_acc: 0.6188, loss_cls: 2.8714, loss: 2.8714, grad_norm: 4.3929 2021-01-29 05:24:46,971 - mmaction - INFO - Epoch [5][660/3757] lr: 1.000e-02, eta: 2 days, 10:21:28, time: 0.233, data_time: 0.001, memory: 3385, top1_acc: 0.3492, top5_acc: 0.6234, loss_cls: 2.8595, loss: 2.8595, grad_norm: 4.3754 2021-01-29 05:24:53,050 - mmaction - INFO - Epoch [5][680/3757] lr: 1.000e-02, eta: 2 days, 10:19:08, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6445, loss_cls: 2.8063, loss: 2.8063, grad_norm: 4.4408 2021-01-29 05:24:57,811 - mmaction - INFO - Epoch [5][700/3757] lr: 1.000e-02, eta: 2 days, 10:16:19, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.3750, top5_acc: 0.6258, loss_cls: 2.8359, loss: 2.8359, grad_norm: 4.3640 2021-01-29 05:25:03,093 - mmaction - INFO - Epoch [5][720/3757] lr: 1.000e-02, eta: 2 days, 10:13:41, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6391, loss_cls: 2.7732, loss: 2.7732, grad_norm: 4.3638 2021-01-29 05:25:08,256 - mmaction - INFO - Epoch [5][740/3757] lr: 1.000e-02, eta: 2 days, 10:11:01, time: 0.258, data_time: 0.003, memory: 3385, top1_acc: 0.3453, top5_acc: 0.6266, loss_cls: 2.9094, loss: 2.9094, grad_norm: 5.1979 2021-01-29 05:25:14,007 - mmaction - INFO - Epoch [5][760/3757] lr: 1.000e-02, eta: 2 days, 10:08:36, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.3539, top5_acc: 0.5883, loss_cls: 2.9752, loss: 2.9752, grad_norm: 4.4779 2021-01-29 05:25:19,008 - mmaction - INFO - Epoch [5][780/3757] lr: 1.000e-02, eta: 2 days, 10:05:53, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.7697, loss: 2.7697, grad_norm: 4.3238 2021-01-29 05:25:24,222 - mmaction - INFO - Epoch [5][800/3757] lr: 1.000e-02, eta: 2 days, 10:03:16, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.3625, top5_acc: 0.6102, loss_cls: 2.9125, loss: 2.9125, grad_norm: 4.3510 2021-01-29 05:25:29,575 - mmaction - INFO - Epoch [5][820/3757] lr: 1.000e-02, eta: 2 days, 10:00:42, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.3617, top5_acc: 0.6211, loss_cls: 2.8386, loss: 2.8386, grad_norm: 4.3824 2021-01-29 05:25:34,508 - mmaction - INFO - Epoch [5][840/3757] lr: 1.000e-02, eta: 2 days, 9:57:59, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.3516, top5_acc: 0.6195, loss_cls: 2.8575, loss: 2.8575, grad_norm: 4.5641 2021-01-29 05:25:39,409 - mmaction - INFO - Epoch [5][860/3757] lr: 1.000e-02, eta: 2 days, 9:55:16, time: 0.245, data_time: 0.002, memory: 3385, top1_acc: 0.3727, top5_acc: 0.6336, loss_cls: 2.8096, loss: 2.8096, grad_norm: 4.4674 2021-01-29 05:25:44,520 - mmaction - INFO - Epoch [5][880/3757] lr: 1.000e-02, eta: 2 days, 9:52:37, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.3648, top5_acc: 0.6188, loss_cls: 2.9499, loss: 2.9499, grad_norm: 4.4834 2021-01-29 05:25:49,633 - mmaction - INFO - Epoch [5][900/3757] lr: 1.000e-02, eta: 2 days, 9:50:00, time: 0.256, data_time: 0.003, memory: 3385, top1_acc: 0.3586, top5_acc: 0.6258, loss_cls: 2.8486, loss: 2.8486, grad_norm: 4.6047 2021-01-29 05:25:54,707 - mmaction - INFO - Epoch [5][920/3757] lr: 1.000e-02, eta: 2 days, 9:47:22, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.3484, top5_acc: 0.6125, loss_cls: 2.8981, loss: 2.8981, grad_norm: 4.4087 2021-01-29 05:26:00,327 - mmaction - INFO - Epoch [5][940/3757] lr: 1.000e-02, eta: 2 days, 9:44:56, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.3523, top5_acc: 0.6078, loss_cls: 2.9203, loss: 2.9203, grad_norm: 4.4663 2021-01-29 05:26:05,415 - mmaction - INFO - Epoch [5][960/3757] lr: 1.000e-02, eta: 2 days, 9:42:19, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6281, loss_cls: 2.7810, loss: 2.7810, grad_norm: 4.5416 2021-01-29 05:26:11,263 - mmaction - INFO - Epoch [5][980/3757] lr: 1.000e-02, eta: 2 days, 9:39:59, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3461, top5_acc: 0.6016, loss_cls: 2.8869, loss: 2.8869, grad_norm: 4.3918 2021-01-29 05:26:16,083 - mmaction - INFO - Epoch [5][1000/3757] lr: 1.000e-02, eta: 2 days, 9:37:17, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6359, loss_cls: 2.7992, loss: 2.7992, grad_norm: 4.6687 2021-01-29 05:26:21,940 - mmaction - INFO - Epoch [5][1020/3757] lr: 1.000e-02, eta: 2 days, 9:34:58, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.3695, top5_acc: 0.6133, loss_cls: 2.8706, loss: 2.8706, grad_norm: 4.3006 2021-01-29 05:26:27,431 - mmaction - INFO - Epoch [5][1040/3757] lr: 1.000e-02, eta: 2 days, 9:32:31, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.3422, top5_acc: 0.6094, loss_cls: 2.9240, loss: 2.9240, grad_norm: 4.4508 2021-01-29 05:26:32,939 - mmaction - INFO - Epoch [5][1060/3757] lr: 1.000e-02, eta: 2 days, 9:30:06, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.3570, top5_acc: 0.6070, loss_cls: 2.8719, loss: 2.8719, grad_norm: 4.5284 2021-01-29 05:26:38,333 - mmaction - INFO - Epoch [5][1080/3757] lr: 1.000e-02, eta: 2 days, 9:27:38, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.3539, top5_acc: 0.6219, loss_cls: 2.8415, loss: 2.8415, grad_norm: 4.2919 2021-01-29 05:26:43,879 - mmaction - INFO - Epoch [5][1100/3757] lr: 1.000e-02, eta: 2 days, 9:25:13, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.3711, top5_acc: 0.6305, loss_cls: 2.8553, loss: 2.8553, grad_norm: 4.6510 2021-01-29 05:26:50,103 - mmaction - INFO - Epoch [5][1120/3757] lr: 1.000e-02, eta: 2 days, 9:23:04, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.3602, top5_acc: 0.6133, loss_cls: 2.9257, loss: 2.9257, grad_norm: 4.5172 2021-01-29 05:26:55,238 - mmaction - INFO - Epoch [5][1140/3757] lr: 1.000e-02, eta: 2 days, 9:20:31, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.3719, top5_acc: 0.6391, loss_cls: 2.8520, loss: 2.8520, grad_norm: 4.7012 2021-01-29 05:27:00,871 - mmaction - INFO - Epoch [5][1160/3757] lr: 1.000e-02, eta: 2 days, 9:18:10, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6320, loss_cls: 2.8332, loss: 2.8332, grad_norm: 4.4366 2021-01-29 05:27:06,567 - mmaction - INFO - Epoch [5][1180/3757] lr: 1.000e-02, eta: 2 days, 9:15:50, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.3633, top5_acc: 0.6148, loss_cls: 2.9439, loss: 2.9439, grad_norm: 4.3145 2021-01-29 05:27:12,577 - mmaction - INFO - Epoch [5][1200/3757] lr: 1.000e-02, eta: 2 days, 9:13:38, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.3867, top5_acc: 0.6297, loss_cls: 2.7783, loss: 2.7783, grad_norm: 4.4518 2021-01-29 05:27:17,947 - mmaction - INFO - Epoch [5][1220/3757] lr: 1.000e-02, eta: 2 days, 9:11:11, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.3555, top5_acc: 0.6016, loss_cls: 2.9747, loss: 2.9747, grad_norm: 4.4408 2021-01-29 05:27:23,086 - mmaction - INFO - Epoch [5][1240/3757] lr: 1.000e-02, eta: 2 days, 9:08:41, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.3641, top5_acc: 0.6188, loss_cls: 2.8748, loss: 2.8748, grad_norm: 4.4482 2021-01-29 05:27:29,299 - mmaction - INFO - Epoch [5][1260/3757] lr: 1.000e-02, eta: 2 days, 9:06:34, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.3875, top5_acc: 0.6516, loss_cls: 2.7521, loss: 2.7521, grad_norm: 4.3786 2021-01-29 05:27:35,051 - mmaction - INFO - Epoch [5][1280/3757] lr: 1.000e-02, eta: 2 days, 9:04:17, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.3937, top5_acc: 0.6359, loss_cls: 2.7901, loss: 2.7901, grad_norm: 4.4195 2021-01-29 05:27:40,685 - mmaction - INFO - Epoch [5][1300/3757] lr: 1.000e-02, eta: 2 days, 9:01:58, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.3680, top5_acc: 0.6359, loss_cls: 2.8193, loss: 2.8193, grad_norm: 4.4824 2021-01-29 05:27:45,966 - mmaction - INFO - Epoch [5][1320/3757] lr: 1.000e-02, eta: 2 days, 8:59:31, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.3906, top5_acc: 0.6438, loss_cls: 2.7547, loss: 2.7547, grad_norm: 4.3215 2021-01-29 05:27:51,743 - mmaction - INFO - Epoch [5][1340/3757] lr: 1.000e-02, eta: 2 days, 8:57:16, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.8719, loss: 2.8719, grad_norm: 4.5980 2021-01-29 05:27:57,269 - mmaction - INFO - Epoch [5][1360/3757] lr: 1.000e-02, eta: 2 days, 8:54:55, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.3656, top5_acc: 0.6320, loss_cls: 2.8609, loss: 2.8609, grad_norm: 4.2916 2021-01-29 05:28:02,553 - mmaction - INFO - Epoch [5][1380/3757] lr: 1.000e-02, eta: 2 days, 8:52:30, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6352, loss_cls: 2.8407, loss: 2.8407, grad_norm: 4.4458 2021-01-29 05:28:07,931 - mmaction - INFO - Epoch [5][1400/3757] lr: 1.000e-02, eta: 2 days, 8:50:07, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6242, loss_cls: 2.8296, loss: 2.8296, grad_norm: 4.3654 2021-01-29 05:28:14,240 - mmaction - INFO - Epoch [5][1420/3757] lr: 1.000e-02, eta: 2 days, 8:48:05, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.3742, top5_acc: 0.6102, loss_cls: 2.8386, loss: 2.8386, grad_norm: 4.5109 2021-01-29 05:28:19,928 - mmaction - INFO - Epoch [5][1440/3757] lr: 1.000e-02, eta: 2 days, 8:45:49, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.3430, top5_acc: 0.6164, loss_cls: 2.9193, loss: 2.9193, grad_norm: 4.4953 2021-01-29 05:28:25,706 - mmaction - INFO - Epoch [5][1460/3757] lr: 1.000e-02, eta: 2 days, 8:43:36, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.3781, top5_acc: 0.6461, loss_cls: 2.7960, loss: 2.7960, grad_norm: 4.6066 2021-01-29 05:28:30,873 - mmaction - INFO - Epoch [5][1480/3757] lr: 1.000e-02, eta: 2 days, 8:41:09, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.3758, top5_acc: 0.6227, loss_cls: 2.9141, loss: 2.9141, grad_norm: 4.3641 2021-01-29 05:28:37,484 - mmaction - INFO - Epoch [5][1500/3757] lr: 1.000e-02, eta: 2 days, 8:39:15, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.3680, top5_acc: 0.6250, loss_cls: 2.8643, loss: 2.8643, grad_norm: 4.3211 2021-01-29 05:28:43,304 - mmaction - INFO - Epoch [5][1520/3757] lr: 1.000e-02, eta: 2 days, 8:37:03, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.3539, top5_acc: 0.6180, loss_cls: 2.8682, loss: 2.8682, grad_norm: 4.4000 2021-01-29 05:28:49,135 - mmaction - INFO - Epoch [5][1540/3757] lr: 1.000e-02, eta: 2 days, 8:34:52, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3734, top5_acc: 0.6156, loss_cls: 2.8694, loss: 2.8694, grad_norm: 4.4403 2021-01-29 05:28:54,497 - mmaction - INFO - Epoch [5][1560/3757] lr: 1.000e-02, eta: 2 days, 8:32:31, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.3539, top5_acc: 0.6188, loss_cls: 2.9288, loss: 2.9288, grad_norm: 4.3372 2021-01-29 05:29:00,334 - mmaction - INFO - Epoch [5][1580/3757] lr: 1.000e-02, eta: 2 days, 8:30:21, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.3773, top5_acc: 0.6578, loss_cls: 2.7532, loss: 2.7532, grad_norm: 4.5762 2021-01-29 05:29:05,552 - mmaction - INFO - Epoch [5][1600/3757] lr: 1.000e-02, eta: 2 days, 8:27:58, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.3648, top5_acc: 0.6297, loss_cls: 2.8434, loss: 2.8434, grad_norm: 4.3841 2021-01-29 05:29:12,044 - mmaction - INFO - Epoch [5][1620/3757] lr: 1.000e-02, eta: 2 days, 8:26:02, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.7918, loss: 2.7918, grad_norm: 4.4840 2021-01-29 05:29:17,885 - mmaction - INFO - Epoch [5][1640/3757] lr: 1.000e-02, eta: 2 days, 8:23:53, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6391, loss_cls: 2.7943, loss: 2.7943, grad_norm: 4.4407 2021-01-29 05:29:22,867 - mmaction - INFO - Epoch [5][1660/3757] lr: 1.000e-02, eta: 2 days, 8:21:26, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.3578, top5_acc: 0.6250, loss_cls: 2.8765, loss: 2.8765, grad_norm: 4.4671 2021-01-29 05:29:28,027 - mmaction - INFO - Epoch [5][1680/3757] lr: 1.000e-02, eta: 2 days, 8:19:02, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.3469, top5_acc: 0.5984, loss_cls: 2.9075, loss: 2.9075, grad_norm: 4.2886 2021-01-29 05:29:33,804 - mmaction - INFO - Epoch [5][1700/3757] lr: 1.000e-02, eta: 2 days, 8:16:52, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.8596, loss: 2.8596, grad_norm: 4.2555 2021-01-29 05:29:39,936 - mmaction - INFO - Epoch [5][1720/3757] lr: 1.000e-02, eta: 2 days, 8:14:51, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6281, loss_cls: 2.8782, loss: 2.8782, grad_norm: 4.4989 2021-01-29 05:29:45,194 - mmaction - INFO - Epoch [5][1740/3757] lr: 1.000e-02, eta: 2 days, 8:12:30, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6227, loss_cls: 2.8733, loss: 2.8733, grad_norm: 4.3619 2021-01-29 05:29:51,558 - mmaction - INFO - Epoch [5][1760/3757] lr: 1.000e-02, eta: 2 days, 8:10:34, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.8700, loss: 2.8700, grad_norm: 4.3776 2021-01-29 05:29:56,871 - mmaction - INFO - Epoch [5][1780/3757] lr: 1.000e-02, eta: 2 days, 8:08:16, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6336, loss_cls: 2.8241, loss: 2.8241, grad_norm: 4.4657 2021-01-29 05:30:03,018 - mmaction - INFO - Epoch [5][1800/3757] lr: 1.000e-02, eta: 2 days, 8:06:15, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.3555, top5_acc: 0.5961, loss_cls: 3.0107, loss: 3.0107, grad_norm: 4.2582 2021-01-29 05:30:08,592 - mmaction - INFO - Epoch [5][1820/3757] lr: 1.000e-02, eta: 2 days, 8:04:03, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.3516, top5_acc: 0.6320, loss_cls: 2.8369, loss: 2.8369, grad_norm: 4.4499 2021-01-29 05:30:14,187 - mmaction - INFO - Epoch [5][1840/3757] lr: 1.000e-02, eta: 2 days, 8:01:52, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.3844, top5_acc: 0.6305, loss_cls: 2.7282, loss: 2.7282, grad_norm: 4.3614 2021-01-29 05:30:19,977 - mmaction - INFO - Epoch [5][1860/3757] lr: 1.000e-02, eta: 2 days, 7:59:44, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.3531, top5_acc: 0.6148, loss_cls: 2.9038, loss: 2.9038, grad_norm: 4.2923 2021-01-29 05:30:25,220 - mmaction - INFO - Epoch [5][1880/3757] lr: 1.000e-02, eta: 2 days, 7:57:26, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.3602, top5_acc: 0.6352, loss_cls: 2.8467, loss: 2.8467, grad_norm: 4.5505 2021-01-29 05:30:30,904 - mmaction - INFO - Epoch [5][1900/3757] lr: 1.000e-02, eta: 2 days, 7:55:17, time: 0.284, data_time: 0.005, memory: 3385, top1_acc: 0.3773, top5_acc: 0.6531, loss_cls: 2.7439, loss: 2.7439, grad_norm: 4.4018 2021-01-29 05:30:36,508 - mmaction - INFO - Epoch [5][1920/3757] lr: 1.000e-02, eta: 2 days, 7:53:07, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.3586, top5_acc: 0.6227, loss_cls: 2.9117, loss: 2.9117, grad_norm: 4.4308 2021-01-29 05:30:42,018 - mmaction - INFO - Epoch [5][1940/3757] lr: 1.000e-02, eta: 2 days, 7:50:55, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.3578, top5_acc: 0.6109, loss_cls: 2.9247, loss: 2.9247, grad_norm: 4.4922 2021-01-29 05:30:47,412 - mmaction - INFO - Epoch [5][1960/3757] lr: 1.000e-02, eta: 2 days, 7:48:41, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.3586, top5_acc: 0.6234, loss_cls: 2.8591, loss: 2.8591, grad_norm: 4.3822 2021-01-29 05:30:53,012 - mmaction - INFO - Epoch [5][1980/3757] lr: 1.000e-02, eta: 2 days, 7:46:32, time: 0.280, data_time: 0.005, memory: 3385, top1_acc: 0.3758, top5_acc: 0.6391, loss_cls: 2.7678, loss: 2.7678, grad_norm: 4.4481 2021-01-29 05:30:59,201 - mmaction - INFO - Epoch [5][2000/3757] lr: 1.000e-02, eta: 2 days, 7:44:35, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.3891, top5_acc: 0.6477, loss_cls: 2.8022, loss: 2.8022, grad_norm: 4.3931 2021-01-29 05:31:04,458 - mmaction - INFO - Epoch [5][2020/3757] lr: 1.000e-02, eta: 2 days, 7:42:19, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.3641, top5_acc: 0.6070, loss_cls: 2.8770, loss: 2.8770, grad_norm: 4.5453 2021-01-29 05:31:10,419 - mmaction - INFO - Epoch [5][2040/3757] lr: 1.000e-02, eta: 2 days, 7:40:18, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.3656, top5_acc: 0.6242, loss_cls: 2.8863, loss: 2.8863, grad_norm: 4.5496 2021-01-29 05:31:16,506 - mmaction - INFO - Epoch [5][2060/3757] lr: 1.000e-02, eta: 2 days, 7:38:20, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.3477, top5_acc: 0.5938, loss_cls: 2.9441, loss: 2.9441, grad_norm: 4.3351 2021-01-29 05:31:21,865 - mmaction - INFO - Epoch [5][2080/3757] lr: 1.000e-02, eta: 2 days, 7:36:07, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.3672, top5_acc: 0.6102, loss_cls: 2.9006, loss: 2.9006, grad_norm: 4.3988 2021-01-29 05:31:27,369 - mmaction - INFO - Epoch [5][2100/3757] lr: 1.000e-02, eta: 2 days, 7:33:58, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6250, loss_cls: 2.7952, loss: 2.7952, grad_norm: 4.4918 2021-01-29 05:31:33,175 - mmaction - INFO - Epoch [5][2120/3757] lr: 1.000e-02, eta: 2 days, 7:31:55, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.8588, loss: 2.8588, grad_norm: 4.4155 2021-01-29 05:31:38,953 - mmaction - INFO - Epoch [5][2140/3757] lr: 1.000e-02, eta: 2 days, 7:29:50, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.3539, top5_acc: 0.6180, loss_cls: 2.7970, loss: 2.7970, grad_norm: 4.5253 2021-01-29 05:31:44,032 - mmaction - INFO - Epoch [5][2160/3757] lr: 1.000e-02, eta: 2 days, 7:27:33, time: 0.256, data_time: 0.004, memory: 3385, top1_acc: 0.3430, top5_acc: 0.6172, loss_cls: 2.9383, loss: 2.9383, grad_norm: 4.5557 2021-01-29 05:31:49,495 - mmaction - INFO - Epoch [5][2180/3757] lr: 1.000e-02, eta: 2 days, 7:25:24, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.3758, top5_acc: 0.6242, loss_cls: 2.8007, loss: 2.8007, grad_norm: 4.5050 2021-01-29 05:31:54,976 - mmaction - INFO - Epoch [5][2200/3757] lr: 1.000e-02, eta: 2 days, 7:23:15, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.3617, top5_acc: 0.6258, loss_cls: 2.8697, loss: 2.8697, grad_norm: 4.5109 2021-01-29 05:32:00,730 - mmaction - INFO - Epoch [5][2220/3757] lr: 1.000e-02, eta: 2 days, 7:21:13, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6289, loss_cls: 2.8784, loss: 2.8784, grad_norm: 4.4328 2021-01-29 05:32:06,679 - mmaction - INFO - Epoch [5][2240/3757] lr: 1.000e-02, eta: 2 days, 7:19:14, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6375, loss_cls: 2.8080, loss: 2.8080, grad_norm: 4.4668 2021-01-29 05:32:12,584 - mmaction - INFO - Epoch [5][2260/3757] lr: 1.000e-02, eta: 2 days, 7:17:15, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6461, loss_cls: 2.7626, loss: 2.7626, grad_norm: 4.4702 2021-01-29 05:32:17,974 - mmaction - INFO - Epoch [5][2280/3757] lr: 1.000e-02, eta: 2 days, 7:15:06, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6414, loss_cls: 2.7908, loss: 2.7908, grad_norm: 4.3554 2021-01-29 05:32:23,674 - mmaction - INFO - Epoch [5][2300/3757] lr: 1.000e-02, eta: 2 days, 7:13:03, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.3547, top5_acc: 0.6078, loss_cls: 2.8887, loss: 2.8887, grad_norm: 4.3599 2021-01-29 05:32:29,074 - mmaction - INFO - Epoch [5][2320/3757] lr: 1.000e-02, eta: 2 days, 7:10:54, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.3594, top5_acc: 0.6195, loss_cls: 2.8409, loss: 2.8409, grad_norm: 4.3836 2021-01-29 05:32:34,954 - mmaction - INFO - Epoch [5][2340/3757] lr: 1.000e-02, eta: 2 days, 7:08:55, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.3508, top5_acc: 0.5984, loss_cls: 2.9254, loss: 2.9254, grad_norm: 4.5099 2021-01-29 05:32:40,330 - mmaction - INFO - Epoch [5][2360/3757] lr: 1.000e-02, eta: 2 days, 7:06:47, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.3789, top5_acc: 0.6227, loss_cls: 2.8258, loss: 2.8258, grad_norm: 4.3835 2021-01-29 05:32:45,851 - mmaction - INFO - Epoch [5][2380/3757] lr: 1.000e-02, eta: 2 days, 7:04:42, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6305, loss_cls: 2.8141, loss: 2.8141, grad_norm: 4.3194 2021-01-29 05:32:52,431 - mmaction - INFO - Epoch [5][2400/3757] lr: 1.000e-02, eta: 2 days, 7:02:58, time: 0.329, data_time: 0.003, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6406, loss_cls: 2.7856, loss: 2.7856, grad_norm: 4.4673 2021-01-29 05:32:58,103 - mmaction - INFO - Epoch [5][2420/3757] lr: 1.000e-02, eta: 2 days, 7:00:57, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.3812, top5_acc: 0.6359, loss_cls: 2.7262, loss: 2.7262, grad_norm: 4.5037 2021-01-29 05:33:03,238 - mmaction - INFO - Epoch [5][2440/3757] lr: 1.000e-02, eta: 2 days, 6:58:44, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.3797, top5_acc: 0.6305, loss_cls: 2.7590, loss: 2.7590, grad_norm: 4.4045 2021-01-29 05:33:08,734 - mmaction - INFO - Epoch [5][2460/3757] lr: 1.000e-02, eta: 2 days, 6:56:39, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6359, loss_cls: 2.8345, loss: 2.8345, grad_norm: 4.4964 2021-01-29 05:33:14,311 - mmaction - INFO - Epoch [5][2480/3757] lr: 1.000e-02, eta: 2 days, 6:54:36, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.3789, top5_acc: 0.6406, loss_cls: 2.7762, loss: 2.7762, grad_norm: 5.0342 2021-01-29 05:33:19,993 - mmaction - INFO - Epoch [5][2500/3757] lr: 1.000e-02, eta: 2 days, 6:52:36, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6203, loss_cls: 2.8504, loss: 2.8504, grad_norm: 4.4420 2021-01-29 05:33:25,776 - mmaction - INFO - Epoch [5][2520/3757] lr: 1.000e-02, eta: 2 days, 6:50:38, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6227, loss_cls: 2.8494, loss: 2.8494, grad_norm: 4.3979 2021-01-29 05:33:31,352 - mmaction - INFO - Epoch [5][2540/3757] lr: 1.000e-02, eta: 2 days, 6:48:36, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6109, loss_cls: 2.8783, loss: 2.8783, grad_norm: 4.4120 2021-01-29 05:33:37,047 - mmaction - INFO - Epoch [5][2560/3757] lr: 1.000e-02, eta: 2 days, 6:46:36, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.3656, top5_acc: 0.6383, loss_cls: 2.7812, loss: 2.7812, grad_norm: 4.4462 2021-01-29 05:33:43,110 - mmaction - INFO - Epoch [5][2580/3757] lr: 1.000e-02, eta: 2 days, 6:44:44, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.3680, top5_acc: 0.6219, loss_cls: 2.8830, loss: 2.8830, grad_norm: 4.4021 2021-01-29 05:33:48,153 - mmaction - INFO - Epoch [5][2600/3757] lr: 1.000e-02, eta: 2 days, 6:42:32, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.3578, top5_acc: 0.6312, loss_cls: 2.8147, loss: 2.8147, grad_norm: 4.3962 2021-01-29 05:33:54,786 - mmaction - INFO - Epoch [5][2620/3757] lr: 1.000e-02, eta: 2 days, 6:40:53, time: 0.332, data_time: 0.037, memory: 3385, top1_acc: 0.3719, top5_acc: 0.6273, loss_cls: 2.7102, loss: 2.7102, grad_norm: 4.3487 2021-01-29 05:33:59,744 - mmaction - INFO - Epoch [5][2640/3757] lr: 1.000e-02, eta: 2 days, 6:38:39, time: 0.247, data_time: 0.000, memory: 3385, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8740, loss: 2.8740, grad_norm: 4.4119 2021-01-29 05:34:05,466 - mmaction - INFO - Epoch [5][2660/3757] lr: 1.000e-02, eta: 2 days, 6:36:42, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.3547, top5_acc: 0.5891, loss_cls: 2.9545, loss: 2.9545, grad_norm: 4.2499 2021-01-29 05:34:11,573 - mmaction - INFO - Epoch [5][2680/3757] lr: 1.000e-02, eta: 2 days, 6:34:52, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.3781, top5_acc: 0.6305, loss_cls: 2.8088, loss: 2.8088, grad_norm: 4.4028 2021-01-29 05:34:17,425 - mmaction - INFO - Epoch [5][2700/3757] lr: 1.000e-02, eta: 2 days, 6:32:58, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6211, loss_cls: 2.8805, loss: 2.8805, grad_norm: 4.3233 2021-01-29 05:34:23,219 - mmaction - INFO - Epoch [5][2720/3757] lr: 1.000e-02, eta: 2 days, 6:31:02, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6445, loss_cls: 2.7946, loss: 2.7946, grad_norm: 4.5023 2021-01-29 05:34:28,752 - mmaction - INFO - Epoch [5][2740/3757] lr: 1.000e-02, eta: 2 days, 6:29:02, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.3719, top5_acc: 0.6508, loss_cls: 2.7505, loss: 2.7505, grad_norm: 4.3338 2021-01-29 05:34:34,244 - mmaction - INFO - Epoch [5][2760/3757] lr: 1.000e-02, eta: 2 days, 6:27:01, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.3672, top5_acc: 0.6133, loss_cls: 2.8669, loss: 2.8669, grad_norm: 4.5123 2021-01-29 05:34:40,607 - mmaction - INFO - Epoch [5][2780/3757] lr: 1.000e-02, eta: 2 days, 6:25:18, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.3625, top5_acc: 0.6102, loss_cls: 2.8995, loss: 2.8995, grad_norm: 4.3762 2021-01-29 05:34:45,792 - mmaction - INFO - Epoch [5][2800/3757] lr: 1.000e-02, eta: 2 days, 6:23:11, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.3758, top5_acc: 0.6305, loss_cls: 2.8215, loss: 2.8215, grad_norm: 4.4126 2021-01-29 05:34:51,428 - mmaction - INFO - Epoch [5][2820/3757] lr: 1.000e-02, eta: 2 days, 6:21:14, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6484, loss_cls: 2.7576, loss: 2.7576, grad_norm: 4.4834 2021-01-29 05:34:56,660 - mmaction - INFO - Epoch [5][2840/3757] lr: 1.000e-02, eta: 2 days, 6:19:08, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.3641, top5_acc: 0.6359, loss_cls: 2.8338, loss: 2.8338, grad_norm: 4.4782 2021-01-29 05:35:02,646 - mmaction - INFO - Epoch [5][2860/3757] lr: 1.000e-02, eta: 2 days, 6:17:19, time: 0.300, data_time: 0.003, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6406, loss_cls: 2.7721, loss: 2.7721, grad_norm: 4.3770 2021-01-29 05:35:08,006 - mmaction - INFO - Epoch [5][2880/3757] lr: 1.000e-02, eta: 2 days, 6:15:17, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.9279, loss: 2.9279, grad_norm: 4.3317 2021-01-29 05:35:13,868 - mmaction - INFO - Epoch [5][2900/3757] lr: 1.000e-02, eta: 2 days, 6:13:25, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6328, loss_cls: 2.8193, loss: 2.8193, grad_norm: 4.3875 2021-01-29 05:35:19,439 - mmaction - INFO - Epoch [5][2920/3757] lr: 1.000e-02, eta: 2 days, 6:11:28, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6188, loss_cls: 2.8766, loss: 2.8766, grad_norm: 4.3331 2021-01-29 05:35:25,171 - mmaction - INFO - Epoch [5][2940/3757] lr: 1.000e-02, eta: 2 days, 6:09:33, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7342, loss: 2.7342, grad_norm: 4.9543 2021-01-29 05:35:30,877 - mmaction - INFO - Epoch [5][2960/3757] lr: 1.000e-02, eta: 2 days, 6:07:39, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.3492, top5_acc: 0.6148, loss_cls: 2.9099, loss: 2.9099, grad_norm: 4.4472 2021-01-29 05:35:36,627 - mmaction - INFO - Epoch [5][2980/3757] lr: 1.000e-02, eta: 2 days, 6:05:46, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.3430, top5_acc: 0.5813, loss_cls: 3.0117, loss: 3.0117, grad_norm: 4.4186 2021-01-29 05:35:42,347 - mmaction - INFO - Epoch [5][3000/3757] lr: 1.000e-02, eta: 2 days, 6:03:53, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.3594, top5_acc: 0.6398, loss_cls: 2.8333, loss: 2.8333, grad_norm: 4.2761 2021-01-29 05:35:48,629 - mmaction - INFO - Epoch [5][3020/3757] lr: 1.000e-02, eta: 2 days, 6:02:11, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.3664, top5_acc: 0.6148, loss_cls: 2.8590, loss: 2.8590, grad_norm: 4.3630 2021-01-29 05:35:54,309 - mmaction - INFO - Epoch [5][3040/3757] lr: 1.000e-02, eta: 2 days, 6:00:17, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6328, loss_cls: 2.7626, loss: 2.7626, grad_norm: 4.3126 2021-01-29 05:35:59,902 - mmaction - INFO - Epoch [5][3060/3757] lr: 1.000e-02, eta: 2 days, 5:58:22, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.3797, top5_acc: 0.6234, loss_cls: 2.8043, loss: 2.8043, grad_norm: 4.3924 2021-01-29 05:36:06,084 - mmaction - INFO - Epoch [5][3080/3757] lr: 1.000e-02, eta: 2 days, 5:56:38, time: 0.309, data_time: 0.004, memory: 3385, top1_acc: 0.3695, top5_acc: 0.6297, loss_cls: 2.8712, loss: 2.8712, grad_norm: 4.2318 2021-01-29 05:36:11,723 - mmaction - INFO - Epoch [5][3100/3757] lr: 1.000e-02, eta: 2 days, 5:54:44, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.3797, top5_acc: 0.6305, loss_cls: 2.7616, loss: 2.7616, grad_norm: 4.4659 2021-01-29 05:36:17,152 - mmaction - INFO - Epoch [5][3120/3757] lr: 1.000e-02, eta: 2 days, 5:52:47, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6336, loss_cls: 2.7794, loss: 2.7794, grad_norm: 4.4092 2021-01-29 05:36:22,934 - mmaction - INFO - Epoch [5][3140/3757] lr: 1.000e-02, eta: 2 days, 5:50:56, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.8579, loss: 2.8579, grad_norm: 4.4936 2021-01-29 05:36:28,761 - mmaction - INFO - Epoch [5][3160/3757] lr: 1.000e-02, eta: 2 days, 5:49:07, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.3734, top5_acc: 0.6281, loss_cls: 2.8626, loss: 2.8626, grad_norm: 4.6208 2021-01-29 05:36:34,211 - mmaction - INFO - Epoch [5][3180/3757] lr: 1.000e-02, eta: 2 days, 5:47:10, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.3633, top5_acc: 0.6047, loss_cls: 2.8480, loss: 2.8480, grad_norm: 4.3515 2021-01-29 05:36:40,102 - mmaction - INFO - Epoch [5][3200/3757] lr: 1.000e-02, eta: 2 days, 5:45:22, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.3508, top5_acc: 0.6133, loss_cls: 2.9217, loss: 2.9217, grad_norm: 4.3097 2021-01-29 05:36:45,577 - mmaction - INFO - Epoch [5][3220/3757] lr: 1.000e-02, eta: 2 days, 5:43:27, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.3602, top5_acc: 0.6055, loss_cls: 2.9041, loss: 2.9041, grad_norm: 4.3627 2021-01-29 05:36:51,553 - mmaction - INFO - Epoch [5][3240/3757] lr: 1.000e-02, eta: 2 days, 5:41:41, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.3617, top5_acc: 0.6297, loss_cls: 2.8415, loss: 2.8415, grad_norm: 4.4661 2021-01-29 05:36:57,151 - mmaction - INFO - Epoch [5][3260/3757] lr: 1.000e-02, eta: 2 days, 5:39:48, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.3672, top5_acc: 0.6414, loss_cls: 2.7840, loss: 2.7840, grad_norm: 4.3072 2021-01-29 05:37:03,047 - mmaction - INFO - Epoch [5][3280/3757] lr: 1.000e-02, eta: 2 days, 5:38:01, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.3563, top5_acc: 0.6266, loss_cls: 2.8505, loss: 2.8505, grad_norm: 4.3341 2021-01-29 05:37:08,753 - mmaction - INFO - Epoch [5][3300/3757] lr: 1.000e-02, eta: 2 days, 5:36:11, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.3672, top5_acc: 0.6367, loss_cls: 2.7632, loss: 2.7632, grad_norm: 4.4161 2021-01-29 05:37:14,619 - mmaction - INFO - Epoch [5][3320/3757] lr: 1.000e-02, eta: 2 days, 5:34:24, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.3555, top5_acc: 0.6133, loss_cls: 2.8932, loss: 2.8932, grad_norm: 4.4075 2021-01-29 05:37:20,205 - mmaction - INFO - Epoch [5][3340/3757] lr: 1.000e-02, eta: 2 days, 5:32:32, time: 0.279, data_time: 0.006, memory: 3385, top1_acc: 0.3695, top5_acc: 0.6336, loss_cls: 2.7587, loss: 2.7587, grad_norm: 4.5233 2021-01-29 05:37:26,087 - mmaction - INFO - Epoch [5][3360/3757] lr: 1.000e-02, eta: 2 days, 5:30:46, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.3727, top5_acc: 0.6297, loss_cls: 2.8094, loss: 2.8094, grad_norm: 4.4655 2021-01-29 05:37:32,187 - mmaction - INFO - Epoch [5][3380/3757] lr: 1.000e-02, eta: 2 days, 5:29:04, time: 0.305, data_time: 0.005, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6211, loss_cls: 2.8429, loss: 2.8429, grad_norm: 4.2963 2021-01-29 05:37:37,680 - mmaction - INFO - Epoch [5][3400/3757] lr: 1.000e-02, eta: 2 days, 5:27:11, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.3547, top5_acc: 0.6180, loss_cls: 2.8730, loss: 2.8730, grad_norm: 4.3666 2021-01-29 05:37:43,494 - mmaction - INFO - Epoch [5][3420/3757] lr: 1.000e-02, eta: 2 days, 5:25:24, time: 0.291, data_time: 0.006, memory: 3385, top1_acc: 0.3680, top5_acc: 0.6359, loss_cls: 2.8004, loss: 2.8004, grad_norm: 4.2767 2021-01-29 05:37:49,202 - mmaction - INFO - Epoch [5][3440/3757] lr: 1.000e-02, eta: 2 days, 5:23:36, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6281, loss_cls: 2.8160, loss: 2.8160, grad_norm: 4.4719 2021-01-29 05:37:54,660 - mmaction - INFO - Epoch [5][3460/3757] lr: 1.000e-02, eta: 2 days, 5:21:42, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6414, loss_cls: 2.7800, loss: 2.7800, grad_norm: 4.3796 2021-01-29 05:38:00,416 - mmaction - INFO - Epoch [5][3480/3757] lr: 1.000e-02, eta: 2 days, 5:19:55, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.3852, top5_acc: 0.6133, loss_cls: 2.8642, loss: 2.8642, grad_norm: 4.3254 2021-01-29 05:38:06,640 - mmaction - INFO - Epoch [5][3500/3757] lr: 1.000e-02, eta: 2 days, 5:18:17, time: 0.311, data_time: 0.005, memory: 3385, top1_acc: 0.3578, top5_acc: 0.6188, loss_cls: 2.9084, loss: 2.9084, grad_norm: 4.2115 2021-01-29 05:38:12,063 - mmaction - INFO - Epoch [5][3520/3757] lr: 1.000e-02, eta: 2 days, 5:16:24, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6500, loss_cls: 2.7733, loss: 2.7733, grad_norm: 4.4385 2021-01-29 05:38:17,545 - mmaction - INFO - Epoch [5][3540/3757] lr: 1.000e-02, eta: 2 days, 5:14:32, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.3586, top5_acc: 0.6297, loss_cls: 2.8433, loss: 2.8433, grad_norm: 4.4384 2021-01-29 05:38:23,846 - mmaction - INFO - Epoch [5][3560/3757] lr: 1.000e-02, eta: 2 days, 5:12:56, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.3594, top5_acc: 0.6297, loss_cls: 2.8159, loss: 2.8159, grad_norm: 4.2487 2021-01-29 05:38:29,126 - mmaction - INFO - Epoch [5][3580/3757] lr: 1.000e-02, eta: 2 days, 5:11:01, time: 0.264, data_time: 0.004, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6227, loss_cls: 2.8272, loss: 2.8272, grad_norm: 4.5002 2021-01-29 05:38:34,695 - mmaction - INFO - Epoch [5][3600/3757] lr: 1.000e-02, eta: 2 days, 5:09:11, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.3570, top5_acc: 0.6289, loss_cls: 2.8223, loss: 2.8223, grad_norm: 4.4834 2021-01-29 05:38:40,376 - mmaction - INFO - Epoch [5][3620/3757] lr: 1.000e-02, eta: 2 days, 5:07:24, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.3516, top5_acc: 0.6156, loss_cls: 2.8812, loss: 2.8812, grad_norm: 4.1945 2021-01-29 05:38:46,938 - mmaction - INFO - Epoch [5][3640/3757] lr: 1.000e-02, eta: 2 days, 5:05:54, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.3508, top5_acc: 0.6305, loss_cls: 2.8759, loss: 2.8759, grad_norm: 4.4388 2021-01-29 05:38:52,477 - mmaction - INFO - Epoch [5][3660/3757] lr: 1.000e-02, eta: 2 days, 5:04:04, time: 0.276, data_time: 0.004, memory: 3385, top1_acc: 0.3727, top5_acc: 0.6195, loss_cls: 2.8981, loss: 2.8981, grad_norm: 4.4295 2021-01-29 05:38:57,986 - mmaction - INFO - Epoch [5][3680/3757] lr: 1.000e-02, eta: 2 days, 5:02:15, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.3680, top5_acc: 0.6109, loss_cls: 2.8690, loss: 2.8690, grad_norm: 4.2841 2021-01-29 05:39:03,826 - mmaction - INFO - Epoch [5][3700/3757] lr: 1.000e-02, eta: 2 days, 5:00:32, time: 0.292, data_time: 0.005, memory: 3385, top1_acc: 0.3633, top5_acc: 0.6383, loss_cls: 2.7741, loss: 2.7741, grad_norm: 4.2640 2021-01-29 05:39:09,883 - mmaction - INFO - Epoch [5][3720/3757] lr: 1.000e-02, eta: 2 days, 4:58:52, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6094, loss_cls: 2.9078, loss: 2.9078, grad_norm: 5.8980 2021-01-29 05:39:15,186 - mmaction - INFO - Epoch [5][3740/3757] lr: 1.000e-02, eta: 2 days, 4:57:00, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.3539, top5_acc: 0.6156, loss_cls: 2.9833, loss: 2.9833, grad_norm: 4.4447 2021-01-29 05:39:39,818 - mmaction - INFO - Saving checkpoint at 5 epochs 2021-01-29 05:54:42,389 - mmaction - INFO - Epoch [6][20/3757] lr: 1.000e-02, eta: 2 days, 9:35:26, time: 45.053, data_time: 44.280, memory: 3385, top1_acc: 0.3750, top5_acc: 0.6406, loss_cls: 2.8096, loss: 2.8096, grad_norm: 4.4351 2021-01-29 05:54:46,596 - mmaction - INFO - Epoch [6][40/3757] lr: 1.000e-02, eta: 2 days, 9:32:58, time: 0.223, data_time: 0.015, memory: 3385, top1_acc: 0.3859, top5_acc: 0.6547, loss_cls: 2.7527, loss: 2.7527, grad_norm: 4.1684 2021-01-29 05:54:50,788 - mmaction - INFO - Epoch [6][60/3757] lr: 1.000e-02, eta: 2 days, 9:30:26, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6258, loss_cls: 2.8202, loss: 2.8202, grad_norm: 4.3983 2021-01-29 05:54:55,046 - mmaction - INFO - Epoch [6][80/3757] lr: 1.000e-02, eta: 2 days, 9:27:56, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6594, loss_cls: 2.7038, loss: 2.7038, grad_norm: 4.4392 2021-01-29 05:54:59,257 - mmaction - INFO - Epoch [6][100/3757] lr: 1.000e-02, eta: 2 days, 9:25:25, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.3625, top5_acc: 0.6344, loss_cls: 2.8564, loss: 2.8564, grad_norm: 4.4076 2021-01-29 05:55:03,491 - mmaction - INFO - Epoch [6][120/3757] lr: 1.000e-02, eta: 2 days, 9:22:54, time: 0.212, data_time: 0.003, memory: 3385, top1_acc: 0.3578, top5_acc: 0.6242, loss_cls: 2.8588, loss: 2.8588, grad_norm: 4.3664 2021-01-29 05:55:07,654 - mmaction - INFO - Epoch [6][140/3757] lr: 1.000e-02, eta: 2 days, 9:20:23, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.3711, top5_acc: 0.6195, loss_cls: 2.8231, loss: 2.8231, grad_norm: 5.1349 2021-01-29 05:55:11,835 - mmaction - INFO - Epoch [6][160/3757] lr: 1.000e-02, eta: 2 days, 9:17:52, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.3453, top5_acc: 0.6227, loss_cls: 2.8675, loss: 2.8675, grad_norm: 4.4300 2021-01-29 05:55:16,130 - mmaction - INFO - Epoch [6][180/3757] lr: 1.000e-02, eta: 2 days, 9:15:24, time: 0.215, data_time: 0.003, memory: 3385, top1_acc: 0.3750, top5_acc: 0.6109, loss_cls: 2.9183, loss: 2.9183, grad_norm: 4.4119 2021-01-29 05:55:20,249 - mmaction - INFO - Epoch [6][200/3757] lr: 1.000e-02, eta: 2 days, 9:12:53, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.3852, top5_acc: 0.6445, loss_cls: 2.6776, loss: 2.6776, grad_norm: 4.3835 2021-01-29 05:55:24,520 - mmaction - INFO - Epoch [6][220/3757] lr: 1.000e-02, eta: 2 days, 9:10:24, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.3875, top5_acc: 0.6242, loss_cls: 2.7890, loss: 2.7890, grad_norm: 4.3853 2021-01-29 05:55:28,671 - mmaction - INFO - Epoch [6][240/3757] lr: 1.000e-02, eta: 2 days, 9:07:54, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.3812, top5_acc: 0.6539, loss_cls: 2.7521, loss: 2.7521, grad_norm: 4.3996 2021-01-29 05:55:32,827 - mmaction - INFO - Epoch [6][260/3757] lr: 1.000e-02, eta: 2 days, 9:05:25, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6344, loss_cls: 2.8108, loss: 2.8108, grad_norm: 4.9190 2021-01-29 05:55:37,136 - mmaction - INFO - Epoch [6][280/3757] lr: 1.000e-02, eta: 2 days, 9:02:58, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.8545, loss: 2.8545, grad_norm: 4.4185 2021-01-29 05:55:41,324 - mmaction - INFO - Epoch [6][300/3757] lr: 1.000e-02, eta: 2 days, 9:00:30, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.3781, top5_acc: 0.6328, loss_cls: 2.7903, loss: 2.7903, grad_norm: 4.4146 2021-01-29 05:55:45,721 - mmaction - INFO - Epoch [6][320/3757] lr: 1.000e-02, eta: 2 days, 8:58:05, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.3563, top5_acc: 0.6133, loss_cls: 2.8803, loss: 2.8803, grad_norm: 4.3948 2021-01-29 05:55:49,941 - mmaction - INFO - Epoch [6][340/3757] lr: 1.000e-02, eta: 2 days, 8:55:38, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6328, loss_cls: 2.7661, loss: 2.7661, grad_norm: 4.4553 2021-01-29 05:55:54,303 - mmaction - INFO - Epoch [6][360/3757] lr: 1.000e-02, eta: 2 days, 8:53:14, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.3664, top5_acc: 0.6273, loss_cls: 2.8219, loss: 2.8219, grad_norm: 4.2842 2021-01-29 05:55:58,626 - mmaction - INFO - Epoch [6][380/3757] lr: 1.000e-02, eta: 2 days, 8:50:49, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6570, loss_cls: 2.6562, loss: 2.6562, grad_norm: 4.5075 2021-01-29 05:56:02,833 - mmaction - INFO - Epoch [6][400/3757] lr: 1.000e-02, eta: 2 days, 8:48:22, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6586, loss_cls: 2.6916, loss: 2.6916, grad_norm: 4.4022 2021-01-29 05:56:07,277 - mmaction - INFO - Epoch [6][420/3757] lr: 1.000e-02, eta: 2 days, 8:46:00, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6500, loss_cls: 2.7044, loss: 2.7044, grad_norm: 4.4801 2021-01-29 05:56:11,855 - mmaction - INFO - Epoch [6][440/3757] lr: 1.000e-02, eta: 2 days, 8:43:41, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.3695, top5_acc: 0.6320, loss_cls: 2.8027, loss: 2.8027, grad_norm: 4.2289 2021-01-29 05:56:16,280 - mmaction - INFO - Epoch [6][460/3757] lr: 1.000e-02, eta: 2 days, 8:41:20, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.3578, top5_acc: 0.6383, loss_cls: 2.7654, loss: 2.7654, grad_norm: 4.4670 2021-01-29 05:56:20,601 - mmaction - INFO - Epoch [6][480/3757] lr: 1.000e-02, eta: 2 days, 8:38:56, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.3711, top5_acc: 0.6328, loss_cls: 2.7945, loss: 2.7945, grad_norm: 4.4262 2021-01-29 05:56:25,133 - mmaction - INFO - Epoch [6][500/3757] lr: 1.000e-02, eta: 2 days, 8:36:37, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.3789, top5_acc: 0.6414, loss_cls: 2.7568, loss: 2.7568, grad_norm: 4.3251 2021-01-29 05:56:29,801 - mmaction - INFO - Epoch [6][520/3757] lr: 1.000e-02, eta: 2 days, 8:34:21, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.3789, top5_acc: 0.6156, loss_cls: 2.8583, loss: 2.8583, grad_norm: 4.4119 2021-01-29 05:56:34,231 - mmaction - INFO - Epoch [6][540/3757] lr: 1.000e-02, eta: 2 days, 8:32:00, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.3727, top5_acc: 0.6367, loss_cls: 2.7863, loss: 2.7863, grad_norm: 4.3400 2021-01-29 05:56:38,796 - mmaction - INFO - Epoch [6][560/3757] lr: 1.000e-02, eta: 2 days, 8:29:42, time: 0.228, data_time: 0.000, memory: 3385, top1_acc: 0.3789, top5_acc: 0.6398, loss_cls: 2.8385, loss: 2.8385, grad_norm: 4.5035 2021-01-29 05:56:43,689 - mmaction - INFO - Epoch [6][580/3757] lr: 1.000e-02, eta: 2 days, 8:27:31, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.6753, loss: 2.6753, grad_norm: 4.3693 2021-01-29 05:56:48,298 - mmaction - INFO - Epoch [6][600/3757] lr: 1.000e-02, eta: 2 days, 8:25:15, time: 0.231, data_time: 0.002, memory: 3385, top1_acc: 0.3883, top5_acc: 0.6516, loss_cls: 2.7150, loss: 2.7150, grad_norm: 4.3678 2021-01-29 05:56:52,963 - mmaction - INFO - Epoch [6][620/3757] lr: 1.000e-02, eta: 2 days, 8:23:00, time: 0.233, data_time: 0.002, memory: 3385, top1_acc: 0.3680, top5_acc: 0.6086, loss_cls: 2.9092, loss: 2.9092, grad_norm: 4.3006 2021-01-29 05:56:57,720 - mmaction - INFO - Epoch [6][640/3757] lr: 1.000e-02, eta: 2 days, 8:20:46, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.3617, top5_acc: 0.6289, loss_cls: 2.8699, loss: 2.8699, grad_norm: 4.4530 2021-01-29 05:57:03,061 - mmaction - INFO - Epoch [6][660/3757] lr: 1.000e-02, eta: 2 days, 8:18:44, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6477, loss_cls: 2.7532, loss: 2.7532, grad_norm: 4.3721 2021-01-29 05:57:08,389 - mmaction - INFO - Epoch [6][680/3757] lr: 1.000e-02, eta: 2 days, 8:16:42, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6289, loss_cls: 2.7882, loss: 2.7882, grad_norm: 4.5132 2021-01-29 05:57:13,027 - mmaction - INFO - Epoch [6][700/3757] lr: 1.000e-02, eta: 2 days, 8:14:28, time: 0.232, data_time: 0.002, memory: 3385, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.7239, loss: 2.7239, grad_norm: 4.4514 2021-01-29 05:57:18,437 - mmaction - INFO - Epoch [6][720/3757] lr: 1.000e-02, eta: 2 days, 8:12:27, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.3898, top5_acc: 0.6273, loss_cls: 2.7612, loss: 2.7612, grad_norm: 4.2877 2021-01-29 05:57:23,652 - mmaction - INFO - Epoch [6][740/3757] lr: 1.000e-02, eta: 2 days, 8:10:24, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6359, loss_cls: 2.7783, loss: 2.7783, grad_norm: 4.4454 2021-01-29 05:57:28,452 - mmaction - INFO - Epoch [6][760/3757] lr: 1.000e-02, eta: 2 days, 8:08:13, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.3625, top5_acc: 0.6328, loss_cls: 2.8045, loss: 2.8045, grad_norm: 4.4016 2021-01-29 05:57:34,311 - mmaction - INFO - Epoch [6][780/3757] lr: 1.000e-02, eta: 2 days, 8:06:22, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.3773, top5_acc: 0.6375, loss_cls: 2.7606, loss: 2.7606, grad_norm: 4.5379 2021-01-29 05:57:39,842 - mmaction - INFO - Epoch [6][800/3757] lr: 1.000e-02, eta: 2 days, 8:04:25, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.3758, top5_acc: 0.6359, loss_cls: 2.8069, loss: 2.8069, grad_norm: 4.3457 2021-01-29 05:57:44,792 - mmaction - INFO - Epoch [6][820/3757] lr: 1.000e-02, eta: 2 days, 8:02:18, time: 0.248, data_time: 0.002, memory: 3385, top1_acc: 0.3680, top5_acc: 0.6250, loss_cls: 2.8601, loss: 2.8601, grad_norm: 4.3012 2021-01-29 05:57:50,491 - mmaction - INFO - Epoch [6][840/3757] lr: 1.000e-02, eta: 2 days, 8:00:24, time: 0.285, data_time: 0.000, memory: 3385, top1_acc: 0.3930, top5_acc: 0.6344, loss_cls: 2.7261, loss: 2.7261, grad_norm: 4.2102 2021-01-29 05:57:56,031 - mmaction - INFO - Epoch [6][860/3757] lr: 1.000e-02, eta: 2 days, 7:58:28, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.3820, top5_acc: 0.6234, loss_cls: 2.7953, loss: 2.7953, grad_norm: 4.3434 2021-01-29 05:58:01,570 - mmaction - INFO - Epoch [6][880/3757] lr: 1.000e-02, eta: 2 days, 7:56:32, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.3648, top5_acc: 0.6344, loss_cls: 2.7878, loss: 2.7878, grad_norm: 4.4679 2021-01-29 05:58:06,975 - mmaction - INFO - Epoch [6][900/3757] lr: 1.000e-02, eta: 2 days, 7:54:34, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.3734, top5_acc: 0.6234, loss_cls: 2.8182, loss: 2.8182, grad_norm: 4.3237 2021-01-29 05:58:12,844 - mmaction - INFO - Epoch [6][920/3757] lr: 1.000e-02, eta: 2 days, 7:52:44, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.3586, top5_acc: 0.6211, loss_cls: 2.8406, loss: 2.8406, grad_norm: 4.3301 2021-01-29 05:58:18,572 - mmaction - INFO - Epoch [6][940/3757] lr: 1.000e-02, eta: 2 days, 7:50:52, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.3789, top5_acc: 0.6305, loss_cls: 2.7728, loss: 2.7728, grad_norm: 4.2510 2021-01-29 05:58:24,473 - mmaction - INFO - Epoch [6][960/3757] lr: 1.000e-02, eta: 2 days, 7:49:04, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.3773, top5_acc: 0.6484, loss_cls: 2.7294, loss: 2.7294, grad_norm: 4.4887 2021-01-29 05:58:30,628 - mmaction - INFO - Epoch [6][980/3757] lr: 1.000e-02, eta: 2 days, 7:47:20, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6422, loss_cls: 2.7116, loss: 2.7116, grad_norm: 4.3771 2021-01-29 05:58:35,965 - mmaction - INFO - Epoch [6][1000/3757] lr: 1.000e-02, eta: 2 days, 7:45:21, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.3867, top5_acc: 0.6234, loss_cls: 2.7967, loss: 2.7967, grad_norm: 4.1259 2021-01-29 05:58:41,049 - mmaction - INFO - Epoch [6][1020/3757] lr: 1.000e-02, eta: 2 days, 7:43:19, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.3758, top5_acc: 0.6328, loss_cls: 2.7937, loss: 2.7937, grad_norm: 4.6319 2021-01-29 05:58:46,955 - mmaction - INFO - Epoch [6][1040/3757] lr: 1.000e-02, eta: 2 days, 7:41:31, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6406, loss_cls: 2.7198, loss: 2.7198, grad_norm: 4.4499 2021-01-29 05:58:51,587 - mmaction - INFO - Epoch [6][1060/3757] lr: 1.000e-02, eta: 2 days, 7:39:21, time: 0.231, data_time: 0.002, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6438, loss_cls: 2.7406, loss: 2.7406, grad_norm: 4.2643 2021-01-29 05:58:57,354 - mmaction - INFO - Epoch [6][1080/3757] lr: 1.000e-02, eta: 2 days, 7:37:31, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.3617, top5_acc: 0.6188, loss_cls: 2.8656, loss: 2.8656, grad_norm: 4.2363 2021-01-29 05:59:02,413 - mmaction - INFO - Epoch [6][1100/3757] lr: 1.000e-02, eta: 2 days, 7:35:29, time: 0.253, data_time: 0.003, memory: 3385, top1_acc: 0.3695, top5_acc: 0.6539, loss_cls: 2.7453, loss: 2.7453, grad_norm: 4.4990 2021-01-29 05:59:07,564 - mmaction - INFO - Epoch [6][1120/3757] lr: 1.000e-02, eta: 2 days, 7:33:29, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.3906, top5_acc: 0.6602, loss_cls: 2.6961, loss: 2.6961, grad_norm: 4.2250 2021-01-29 05:59:12,925 - mmaction - INFO - Epoch [6][1140/3757] lr: 1.000e-02, eta: 2 days, 7:31:33, time: 0.268, data_time: 0.004, memory: 3385, top1_acc: 0.4031, top5_acc: 0.6445, loss_cls: 2.7409, loss: 2.7409, grad_norm: 4.3041 2021-01-29 05:59:18,432 - mmaction - INFO - Epoch [6][1160/3757] lr: 1.000e-02, eta: 2 days, 7:29:39, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6258, loss_cls: 2.8153, loss: 2.8153, grad_norm: 4.3219 2021-01-29 05:59:23,896 - mmaction - INFO - Epoch [6][1180/3757] lr: 1.000e-02, eta: 2 days, 7:27:45, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.3617, top5_acc: 0.6320, loss_cls: 2.7756, loss: 2.7756, grad_norm: 4.2694 2021-01-29 05:59:29,328 - mmaction - INFO - Epoch [6][1200/3757] lr: 1.000e-02, eta: 2 days, 7:25:51, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.3672, top5_acc: 0.6281, loss_cls: 2.8335, loss: 2.8335, grad_norm: 4.4124 2021-01-29 05:59:34,606 - mmaction - INFO - Epoch [6][1220/3757] lr: 1.000e-02, eta: 2 days, 7:23:54, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.5391, loss: 2.5391, grad_norm: 4.4070 2021-01-29 05:59:39,722 - mmaction - INFO - Epoch [6][1240/3757] lr: 1.000e-02, eta: 2 days, 7:21:55, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7665, loss: 2.7665, grad_norm: 4.3982 2021-01-29 05:59:45,399 - mmaction - INFO - Epoch [6][1260/3757] lr: 1.000e-02, eta: 2 days, 7:20:05, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.3883, top5_acc: 0.6211, loss_cls: 2.7972, loss: 2.7972, grad_norm: 4.3753 2021-01-29 05:59:51,227 - mmaction - INFO - Epoch [6][1280/3757] lr: 1.000e-02, eta: 2 days, 7:18:19, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6398, loss_cls: 2.7982, loss: 2.7982, grad_norm: 4.3794 2021-01-29 05:59:56,682 - mmaction - INFO - Epoch [6][1300/3757] lr: 1.000e-02, eta: 2 days, 7:16:26, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.3641, top5_acc: 0.6328, loss_cls: 2.8322, loss: 2.8322, grad_norm: 4.1962 2021-01-29 06:00:02,499 - mmaction - INFO - Epoch [6][1320/3757] lr: 1.000e-02, eta: 2 days, 7:14:32, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6438, loss_cls: 2.6873, loss: 2.6873, grad_norm: 4.4457 2021-01-29 06:00:10,605 - mmaction - INFO - Epoch [6][1340/3757] lr: 1.000e-02, eta: 2 days, 7:13:28, time: 0.412, data_time: 0.036, memory: 3385, top1_acc: 0.3734, top5_acc: 0.6586, loss_cls: 2.7539, loss: 2.7539, grad_norm: 4.7421 2021-01-29 06:00:15,726 - mmaction - INFO - Epoch [6][1360/3757] lr: 1.000e-02, eta: 2 days, 7:11:36, time: 0.272, data_time: 0.024, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6531, loss_cls: 2.7389, loss: 2.7389, grad_norm: 4.3872 2021-01-29 06:00:21,248 - mmaction - INFO - Epoch [6][1380/3757] lr: 1.000e-02, eta: 2 days, 7:09:45, time: 0.276, data_time: 0.007, memory: 3385, top1_acc: 0.3781, top5_acc: 0.6203, loss_cls: 2.9172, loss: 2.9172, grad_norm: 4.2605 2021-01-29 06:00:26,485 - mmaction - INFO - Epoch [6][1400/3757] lr: 1.000e-02, eta: 2 days, 7:07:49, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.3906, top5_acc: 0.6445, loss_cls: 2.7788, loss: 2.7788, grad_norm: 4.2856 2021-01-29 06:00:31,357 - mmaction - INFO - Epoch [6][1420/3757] lr: 1.000e-02, eta: 2 days, 7:05:47, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6273, loss_cls: 2.8363, loss: 2.8363, grad_norm: 4.2667 2021-01-29 06:00:37,333 - mmaction - INFO - Epoch [6][1440/3757] lr: 1.000e-02, eta: 2 days, 7:04:05, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6227, loss_cls: 2.7846, loss: 2.7846, grad_norm: 4.3645 2021-01-29 06:00:42,400 - mmaction - INFO - Epoch [6][1460/3757] lr: 1.000e-02, eta: 2 days, 7:02:07, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6328, loss_cls: 2.7641, loss: 2.7641, grad_norm: 4.4431 2021-01-29 06:00:48,055 - mmaction - INFO - Epoch [6][1480/3757] lr: 1.000e-02, eta: 2 days, 7:00:20, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4008, top5_acc: 0.6516, loss_cls: 2.7592, loss: 2.7592, grad_norm: 4.3600 2021-01-29 06:00:53,644 - mmaction - INFO - Epoch [6][1500/3757] lr: 1.000e-02, eta: 2 days, 6:58:31, time: 0.280, data_time: 0.005, memory: 3385, top1_acc: 0.3727, top5_acc: 0.6086, loss_cls: 2.8377, loss: 2.8377, grad_norm: 4.3434 2021-01-29 06:00:59,247 - mmaction - INFO - Epoch [6][1520/3757] lr: 1.000e-02, eta: 2 days, 6:56:43, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.3953, top5_acc: 0.6430, loss_cls: 2.7534, loss: 2.7534, grad_norm: 4.8240 2021-01-29 06:01:04,931 - mmaction - INFO - Epoch [6][1540/3757] lr: 1.000e-02, eta: 2 days, 6:54:57, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.3836, top5_acc: 0.6477, loss_cls: 2.7064, loss: 2.7064, grad_norm: 4.3108 2021-01-29 06:01:10,327 - mmaction - INFO - Epoch [6][1560/3757] lr: 1.000e-02, eta: 2 days, 6:53:06, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.3633, top5_acc: 0.6328, loss_cls: 2.8048, loss: 2.8048, grad_norm: 4.3581 2021-01-29 06:01:15,967 - mmaction - INFO - Epoch [6][1580/3757] lr: 1.000e-02, eta: 2 days, 6:51:19, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.3742, top5_acc: 0.6336, loss_cls: 2.8006, loss: 2.8006, grad_norm: 4.2558 2021-01-29 06:01:21,317 - mmaction - INFO - Epoch [6][1600/3757] lr: 1.000e-02, eta: 2 days, 6:49:27, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6320, loss_cls: 2.8290, loss: 2.8290, grad_norm: 4.2520 2021-01-29 06:01:27,156 - mmaction - INFO - Epoch [6][1620/3757] lr: 1.000e-02, eta: 2 days, 6:47:44, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3711, top5_acc: 0.6359, loss_cls: 2.8639, loss: 2.8639, grad_norm: 4.3125 2021-01-29 06:01:33,158 - mmaction - INFO - Epoch [6][1640/3757] lr: 1.000e-02, eta: 2 days, 6:46:04, time: 0.300, data_time: 0.000, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6492, loss_cls: 2.7465, loss: 2.7465, grad_norm: 4.3156 2021-01-29 06:01:38,867 - mmaction - INFO - Epoch [6][1660/3757] lr: 1.000e-02, eta: 2 days, 6:44:20, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.3820, top5_acc: 0.6383, loss_cls: 2.7775, loss: 2.7775, grad_norm: 4.1173 2021-01-29 06:01:44,656 - mmaction - INFO - Epoch [6][1680/3757] lr: 1.000e-02, eta: 2 days, 6:42:37, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.3773, top5_acc: 0.6398, loss_cls: 2.7758, loss: 2.7758, grad_norm: 4.2106 2021-01-29 06:01:49,772 - mmaction - INFO - Epoch [6][1700/3757] lr: 1.000e-02, eta: 2 days, 6:40:42, time: 0.256, data_time: 0.004, memory: 3385, top1_acc: 0.3734, top5_acc: 0.6320, loss_cls: 2.8002, loss: 2.8002, grad_norm: 4.2090 2021-01-29 06:01:55,770 - mmaction - INFO - Epoch [6][1720/3757] lr: 1.000e-02, eta: 2 days, 6:39:03, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.3820, top5_acc: 0.6438, loss_cls: 2.7084, loss: 2.7084, grad_norm: 4.3509 2021-01-29 06:02:01,270 - mmaction - INFO - Epoch [6][1740/3757] lr: 1.000e-02, eta: 2 days, 6:37:15, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6617, loss_cls: 2.6315, loss: 2.6315, grad_norm: 4.2754 2021-01-29 06:02:07,522 - mmaction - INFO - Epoch [6][1760/3757] lr: 1.000e-02, eta: 2 days, 6:35:41, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.3602, top5_acc: 0.6016, loss_cls: 2.9087, loss: 2.9087, grad_norm: 4.3579 2021-01-29 06:02:12,932 - mmaction - INFO - Epoch [6][1780/3757] lr: 1.000e-02, eta: 2 days, 6:33:52, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.3937, top5_acc: 0.6461, loss_cls: 2.7960, loss: 2.7960, grad_norm: 4.2616 2021-01-29 06:02:18,094 - mmaction - INFO - Epoch [6][1800/3757] lr: 1.000e-02, eta: 2 days, 6:31:59, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.3742, top5_acc: 0.6266, loss_cls: 2.8363, loss: 2.8363, grad_norm: 4.2938 2021-01-29 06:02:23,569 - mmaction - INFO - Epoch [6][1820/3757] lr: 1.000e-02, eta: 2 days, 6:30:12, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6383, loss_cls: 2.7416, loss: 2.7416, grad_norm: 4.3275 2021-01-29 06:02:29,171 - mmaction - INFO - Epoch [6][1840/3757] lr: 1.000e-02, eta: 2 days, 6:28:27, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.3836, top5_acc: 0.6281, loss_cls: 2.7440, loss: 2.7440, grad_norm: 4.3703 2021-01-29 06:02:35,528 - mmaction - INFO - Epoch [6][1860/3757] lr: 1.000e-02, eta: 2 days, 6:26:55, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.3797, top5_acc: 0.6414, loss_cls: 2.7855, loss: 2.7855, grad_norm: 4.2843 2021-01-29 06:02:41,072 - mmaction - INFO - Epoch [6][1880/3757] lr: 1.000e-02, eta: 2 days, 6:25:10, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6594, loss_cls: 2.7594, loss: 2.7594, grad_norm: 4.3392 2021-01-29 06:02:46,851 - mmaction - INFO - Epoch [6][1900/3757] lr: 1.000e-02, eta: 2 days, 6:23:28, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.3852, top5_acc: 0.6453, loss_cls: 2.6895, loss: 2.6895, grad_norm: 4.2920 2021-01-29 06:02:52,354 - mmaction - INFO - Epoch [6][1920/3757] lr: 1.000e-02, eta: 2 days, 6:21:43, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6539, loss_cls: 2.6725, loss: 2.6725, grad_norm: 4.3425 2021-01-29 06:02:58,426 - mmaction - INFO - Epoch [6][1940/3757] lr: 1.000e-02, eta: 2 days, 6:20:07, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.3930, top5_acc: 0.6672, loss_cls: 2.7084, loss: 2.7084, grad_norm: 4.5332 2021-01-29 06:03:03,759 - mmaction - INFO - Epoch [6][1960/3757] lr: 1.000e-02, eta: 2 days, 6:18:18, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6602, loss_cls: 2.6122, loss: 2.6122, grad_norm: 4.4397 2021-01-29 06:03:09,620 - mmaction - INFO - Epoch [6][1980/3757] lr: 1.000e-02, eta: 2 days, 6:16:39, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6383, loss_cls: 2.7773, loss: 2.7773, grad_norm: 4.3908 2021-01-29 06:03:15,331 - mmaction - INFO - Epoch [6][2000/3757] lr: 1.000e-02, eta: 2 days, 6:14:58, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.3680, top5_acc: 0.6195, loss_cls: 2.7876, loss: 2.7876, grad_norm: 4.3125 2021-01-29 06:03:21,005 - mmaction - INFO - Epoch [6][2020/3757] lr: 1.000e-02, eta: 2 days, 6:13:16, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.3750, top5_acc: 0.6391, loss_cls: 2.8171, loss: 2.8171, grad_norm: 4.2663 2021-01-29 06:03:26,936 - mmaction - INFO - Epoch [6][2040/3757] lr: 1.000e-02, eta: 2 days, 6:11:38, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6633, loss_cls: 2.6664, loss: 2.6664, grad_norm: 4.2421 2021-01-29 06:03:32,939 - mmaction - INFO - Epoch [6][2060/3757] lr: 1.000e-02, eta: 2 days, 6:10:03, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.3664, top5_acc: 0.6516, loss_cls: 2.7702, loss: 2.7702, grad_norm: 4.4685 2021-01-29 06:03:38,487 - mmaction - INFO - Epoch [6][2080/3757] lr: 1.000e-02, eta: 2 days, 6:08:19, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.3633, top5_acc: 0.6234, loss_cls: 2.8327, loss: 2.8327, grad_norm: 4.1845 2021-01-29 06:03:44,212 - mmaction - INFO - Epoch [6][2100/3757] lr: 1.000e-02, eta: 2 days, 6:06:39, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.3961, top5_acc: 0.6492, loss_cls: 2.7035, loss: 2.7035, grad_norm: 4.3519 2021-01-29 06:03:50,149 - mmaction - INFO - Epoch [6][2120/3757] lr: 1.000e-02, eta: 2 days, 6:05:02, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6680, loss_cls: 2.6122, loss: 2.6122, grad_norm: 4.2126 2021-01-29 06:03:55,763 - mmaction - INFO - Epoch [6][2140/3757] lr: 1.000e-02, eta: 2 days, 6:03:20, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6531, loss_cls: 2.7934, loss: 2.7934, grad_norm: 4.5227 2021-01-29 06:04:01,352 - mmaction - INFO - Epoch [6][2160/3757] lr: 1.000e-02, eta: 2 days, 6:01:38, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.6685, loss: 2.6685, grad_norm: 4.4889 2021-01-29 06:04:07,045 - mmaction - INFO - Epoch [6][2180/3757] lr: 1.000e-02, eta: 2 days, 5:59:58, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.3578, top5_acc: 0.6148, loss_cls: 2.8255, loss: 2.8255, grad_norm: 4.3233 2021-01-29 06:04:12,761 - mmaction - INFO - Epoch [6][2200/3757] lr: 1.000e-02, eta: 2 days, 5:58:18, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.3672, top5_acc: 0.6312, loss_cls: 2.8286, loss: 2.8286, grad_norm: 4.6200 2021-01-29 06:04:18,469 - mmaction - INFO - Epoch [6][2220/3757] lr: 1.000e-02, eta: 2 days, 5:56:38, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.3797, top5_acc: 0.6188, loss_cls: 2.7878, loss: 2.7878, grad_norm: 4.5504 2021-01-29 06:04:24,810 - mmaction - INFO - Epoch [6][2240/3757] lr: 1.000e-02, eta: 2 days, 5:55:10, time: 0.318, data_time: 0.003, memory: 3385, top1_acc: 0.3789, top5_acc: 0.6156, loss_cls: 2.8296, loss: 2.8296, grad_norm: 4.3231 2021-01-29 06:04:29,870 - mmaction - INFO - Epoch [6][2260/3757] lr: 1.000e-02, eta: 2 days, 5:53:20, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.3672, top5_acc: 0.6406, loss_cls: 2.7586, loss: 2.7586, grad_norm: 4.3365 2021-01-29 06:04:35,700 - mmaction - INFO - Epoch [6][2280/3757] lr: 1.000e-02, eta: 2 days, 5:51:43, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6609, loss_cls: 2.7419, loss: 2.7419, grad_norm: 4.4656 2021-01-29 06:04:42,010 - mmaction - INFO - Epoch [6][2300/3757] lr: 1.000e-02, eta: 2 days, 5:50:14, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.3820, top5_acc: 0.6328, loss_cls: 2.7669, loss: 2.7669, grad_norm: 4.2416 2021-01-29 06:04:47,229 - mmaction - INFO - Epoch [6][2320/3757] lr: 1.000e-02, eta: 2 days, 5:48:27, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.7794, loss: 2.7794, grad_norm: 4.3927 2021-01-29 06:04:52,979 - mmaction - INFO - Epoch [6][2340/3757] lr: 1.000e-02, eta: 2 days, 5:46:49, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.3820, top5_acc: 0.6312, loss_cls: 2.7967, loss: 2.7967, grad_norm: 4.4331 2021-01-29 06:04:58,003 - mmaction - INFO - Epoch [6][2360/3757] lr: 1.000e-02, eta: 2 days, 5:45:00, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.3711, top5_acc: 0.6391, loss_cls: 2.7501, loss: 2.7501, grad_norm: 4.3827 2021-01-29 06:05:04,399 - mmaction - INFO - Epoch [6][2380/3757] lr: 1.000e-02, eta: 2 days, 5:43:33, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6305, loss_cls: 2.8552, loss: 2.8552, grad_norm: 4.3638 2021-01-29 06:05:10,432 - mmaction - INFO - Epoch [6][2400/3757] lr: 1.000e-02, eta: 2 days, 5:42:00, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6617, loss_cls: 2.7146, loss: 2.7146, grad_norm: 4.2925 2021-01-29 06:05:15,926 - mmaction - INFO - Epoch [6][2420/3757] lr: 1.000e-02, eta: 2 days, 5:40:19, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.7613, loss: 2.7613, grad_norm: 4.2964 2021-01-29 06:05:21,007 - mmaction - INFO - Epoch [6][2440/3757] lr: 1.000e-02, eta: 2 days, 5:38:31, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6539, loss_cls: 2.7025, loss: 2.7025, grad_norm: 4.3774 2021-01-29 06:05:26,804 - mmaction - INFO - Epoch [6][2460/3757] lr: 1.000e-02, eta: 2 days, 5:36:55, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.3531, top5_acc: 0.6195, loss_cls: 2.8710, loss: 2.8710, grad_norm: 4.2791 2021-01-29 06:05:32,758 - mmaction - INFO - Epoch [6][2480/3757] lr: 1.000e-02, eta: 2 days, 5:35:22, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.3773, top5_acc: 0.6523, loss_cls: 2.8077, loss: 2.8077, grad_norm: 5.7898 2021-01-29 06:05:38,718 - mmaction - INFO - Epoch [6][2500/3757] lr: 1.000e-02, eta: 2 days, 5:33:49, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.3609, top5_acc: 0.6109, loss_cls: 2.8552, loss: 2.8552, grad_norm: 4.4244 2021-01-29 06:05:44,040 - mmaction - INFO - Epoch [6][2520/3757] lr: 1.000e-02, eta: 2 days, 5:32:05, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6383, loss_cls: 2.7749, loss: 2.7749, grad_norm: 4.3756 2021-01-29 06:05:49,642 - mmaction - INFO - Epoch [6][2540/3757] lr: 1.000e-02, eta: 2 days, 5:30:27, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.3625, top5_acc: 0.6258, loss_cls: 2.8348, loss: 2.8348, grad_norm: 4.5048 2021-01-29 06:05:55,526 - mmaction - INFO - Epoch [6][2560/3757] lr: 1.000e-02, eta: 2 days, 5:28:53, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.3781, top5_acc: 0.6414, loss_cls: 2.7655, loss: 2.7655, grad_norm: 4.3546 2021-01-29 06:06:01,104 - mmaction - INFO - Epoch [6][2580/3757] lr: 1.000e-02, eta: 2 days, 5:27:15, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.3891, top5_acc: 0.6461, loss_cls: 2.7184, loss: 2.7184, grad_norm: 4.3755 2021-01-29 06:06:07,014 - mmaction - INFO - Epoch [6][2600/3757] lr: 1.000e-02, eta: 2 days, 5:25:42, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.3578, top5_acc: 0.6094, loss_cls: 2.8517, loss: 2.8517, grad_norm: 4.3092 2021-01-29 06:06:12,809 - mmaction - INFO - Epoch [6][2620/3757] lr: 1.000e-02, eta: 2 days, 5:24:07, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.3820, top5_acc: 0.6430, loss_cls: 2.7769, loss: 2.7769, grad_norm: 4.3317 2021-01-29 06:06:18,791 - mmaction - INFO - Epoch [6][2640/3757] lr: 1.000e-02, eta: 2 days, 5:22:36, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6320, loss_cls: 2.8099, loss: 2.8099, grad_norm: 4.3070 2021-01-29 06:06:24,472 - mmaction - INFO - Epoch [6][2660/3757] lr: 1.000e-02, eta: 2 days, 5:20:59, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.3789, top5_acc: 0.6430, loss_cls: 2.7653, loss: 2.7653, grad_norm: 4.1034 2021-01-29 06:06:30,447 - mmaction - INFO - Epoch [6][2680/3757] lr: 1.000e-02, eta: 2 days, 5:19:28, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.3930, top5_acc: 0.6297, loss_cls: 2.7271, loss: 2.7271, grad_norm: 4.3618 2021-01-29 06:06:35,712 - mmaction - INFO - Epoch [6][2700/3757] lr: 1.000e-02, eta: 2 days, 5:17:46, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.3812, top5_acc: 0.6484, loss_cls: 2.7478, loss: 2.7478, grad_norm: 4.4509 2021-01-29 06:06:42,008 - mmaction - INFO - Epoch [6][2720/3757] lr: 1.000e-02, eta: 2 days, 5:16:20, time: 0.315, data_time: 0.000, memory: 3385, top1_acc: 0.3836, top5_acc: 0.6477, loss_cls: 2.7219, loss: 2.7219, grad_norm: 4.3066 2021-01-29 06:06:47,982 - mmaction - INFO - Epoch [6][2740/3757] lr: 1.000e-02, eta: 2 days, 5:14:49, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6500, loss_cls: 2.6950, loss: 2.6950, grad_norm: 4.2580 2021-01-29 06:06:53,679 - mmaction - INFO - Epoch [6][2760/3757] lr: 1.000e-02, eta: 2 days, 5:13:14, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.3695, top5_acc: 0.6180, loss_cls: 2.8194, loss: 2.8194, grad_norm: 4.3240 2021-01-29 06:06:58,953 - mmaction - INFO - Epoch [6][2780/3757] lr: 1.000e-02, eta: 2 days, 5:11:32, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6383, loss_cls: 2.7925, loss: 2.7925, grad_norm: 4.3236 2021-01-29 06:07:05,431 - mmaction - INFO - Epoch [6][2800/3757] lr: 1.000e-02, eta: 2 days, 5:10:10, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.3867, top5_acc: 0.6281, loss_cls: 2.7877, loss: 2.7877, grad_norm: 4.3687 2021-01-29 06:07:10,931 - mmaction - INFO - Epoch [6][2820/3757] lr: 1.000e-02, eta: 2 days, 5:08:33, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.3781, top5_acc: 0.6492, loss_cls: 2.7366, loss: 2.7366, grad_norm: 4.5138 2021-01-29 06:07:16,741 - mmaction - INFO - Epoch [6][2840/3757] lr: 1.000e-02, eta: 2 days, 5:07:00, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.3812, top5_acc: 0.6195, loss_cls: 2.8164, loss: 2.8164, grad_norm: 4.3226 2021-01-29 06:07:22,185 - mmaction - INFO - Epoch [6][2860/3757] lr: 1.000e-02, eta: 2 days, 5:05:22, time: 0.272, data_time: 0.004, memory: 3385, top1_acc: 0.3820, top5_acc: 0.6406, loss_cls: 2.7277, loss: 2.7277, grad_norm: 4.2825 2021-01-29 06:07:27,809 - mmaction - INFO - Epoch [6][2880/3757] lr: 1.000e-02, eta: 2 days, 5:03:46, time: 0.281, data_time: 0.000, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6500, loss_cls: 2.7357, loss: 2.7357, grad_norm: 4.5151 2021-01-29 06:07:33,045 - mmaction - INFO - Epoch [6][2900/3757] lr: 1.000e-02, eta: 2 days, 5:02:05, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.3742, top5_acc: 0.6375, loss_cls: 2.7911, loss: 2.7911, grad_norm: 4.3000 2021-01-29 06:07:39,062 - mmaction - INFO - Epoch [6][2920/3757] lr: 1.000e-02, eta: 2 days, 5:00:36, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.3656, top5_acc: 0.6273, loss_cls: 2.8418, loss: 2.8418, grad_norm: 4.2354 2021-01-29 06:07:45,075 - mmaction - INFO - Epoch [6][2940/3757] lr: 1.000e-02, eta: 2 days, 4:59:08, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.3758, top5_acc: 0.6492, loss_cls: 2.7499, loss: 2.7499, grad_norm: 4.3189 2021-01-29 06:07:51,078 - mmaction - INFO - Epoch [6][2960/3757] lr: 1.000e-02, eta: 2 days, 4:57:39, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.3672, top5_acc: 0.6273, loss_cls: 2.7708, loss: 2.7708, grad_norm: 4.3161 2021-01-29 06:07:56,793 - mmaction - INFO - Epoch [6][2980/3757] lr: 1.000e-02, eta: 2 days, 4:56:06, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.3906, top5_acc: 0.6477, loss_cls: 2.7216, loss: 2.7216, grad_norm: 4.2629 2021-01-29 06:08:02,313 - mmaction - INFO - Epoch [6][3000/3757] lr: 1.000e-02, eta: 2 days, 4:54:30, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6414, loss_cls: 2.8002, loss: 2.8002, grad_norm: 4.3314 2021-01-29 06:08:08,214 - mmaction - INFO - Epoch [6][3020/3757] lr: 1.000e-02, eta: 2 days, 4:53:01, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6391, loss_cls: 2.7383, loss: 2.7383, grad_norm: 4.1809 2021-01-29 06:08:14,290 - mmaction - INFO - Epoch [6][3040/3757] lr: 1.000e-02, eta: 2 days, 4:51:34, time: 0.304, data_time: 0.004, memory: 3385, top1_acc: 0.3594, top5_acc: 0.6172, loss_cls: 2.8976, loss: 2.8976, grad_norm: 4.3223 2021-01-29 06:08:19,931 - mmaction - INFO - Epoch [6][3060/3757] lr: 1.000e-02, eta: 2 days, 4:50:00, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.3727, top5_acc: 0.6180, loss_cls: 2.7928, loss: 2.7928, grad_norm: 4.4752 2021-01-29 06:08:25,663 - mmaction - INFO - Epoch [6][3080/3757] lr: 1.000e-02, eta: 2 days, 4:48:28, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.3820, top5_acc: 0.6508, loss_cls: 2.7564, loss: 2.7564, grad_norm: 4.2235 2021-01-29 06:08:31,598 - mmaction - INFO - Epoch [6][3100/3757] lr: 1.000e-02, eta: 2 days, 4:47:00, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.3898, top5_acc: 0.6430, loss_cls: 2.7342, loss: 2.7342, grad_norm: 4.3654 2021-01-29 06:08:37,601 - mmaction - INFO - Epoch [6][3120/3757] lr: 1.000e-02, eta: 2 days, 4:45:32, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.3633, top5_acc: 0.6242, loss_cls: 2.8243, loss: 2.8243, grad_norm: 4.2760 2021-01-29 06:08:43,444 - mmaction - INFO - Epoch [6][3140/3757] lr: 1.000e-02, eta: 2 days, 4:44:03, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3656, top5_acc: 0.6414, loss_cls: 2.7432, loss: 2.7432, grad_norm: 4.3939 2021-01-29 06:08:48,441 - mmaction - INFO - Epoch [6][3160/3757] lr: 1.000e-02, eta: 2 days, 4:42:20, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.3719, top5_acc: 0.6148, loss_cls: 2.8825, loss: 2.8825, grad_norm: 4.2685 2021-01-29 06:08:54,464 - mmaction - INFO - Epoch [6][3180/3757] lr: 1.000e-02, eta: 2 days, 4:40:53, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.3820, top5_acc: 0.6172, loss_cls: 2.8138, loss: 2.8138, grad_norm: 4.2450 2021-01-29 06:08:59,908 - mmaction - INFO - Epoch [6][3200/3757] lr: 1.000e-02, eta: 2 days, 4:39:17, time: 0.272, data_time: 0.003, memory: 3385, top1_acc: 0.3930, top5_acc: 0.6359, loss_cls: 2.7574, loss: 2.7574, grad_norm: 4.2341 2021-01-29 06:09:06,211 - mmaction - INFO - Epoch [6][3220/3757] lr: 1.000e-02, eta: 2 days, 4:37:56, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6461, loss_cls: 2.8197, loss: 2.8197, grad_norm: 4.2562 2021-01-29 06:09:12,327 - mmaction - INFO - Epoch [6][3240/3757] lr: 1.000e-02, eta: 2 days, 4:36:31, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6250, loss_cls: 2.7542, loss: 2.7542, grad_norm: 4.3323 2021-01-29 06:09:18,343 - mmaction - INFO - Epoch [6][3260/3757] lr: 1.000e-02, eta: 2 days, 4:35:05, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.3883, top5_acc: 0.6430, loss_cls: 2.7198, loss: 2.7198, grad_norm: 4.2333 2021-01-29 06:09:24,169 - mmaction - INFO - Epoch [6][3280/3757] lr: 1.000e-02, eta: 2 days, 4:33:36, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6586, loss_cls: 2.6477, loss: 2.6477, grad_norm: 4.3463 2021-01-29 06:09:29,229 - mmaction - INFO - Epoch [6][3300/3757] lr: 1.000e-02, eta: 2 days, 4:31:54, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6477, loss_cls: 2.7825, loss: 2.7825, grad_norm: 4.3172 2021-01-29 06:09:35,739 - mmaction - INFO - Epoch [6][3320/3757] lr: 1.000e-02, eta: 2 days, 4:30:38, time: 0.328, data_time: 0.005, memory: 3385, top1_acc: 0.3680, top5_acc: 0.6398, loss_cls: 2.7853, loss: 2.7853, grad_norm: 4.3294 2021-01-29 06:09:41,831 - mmaction - INFO - Epoch [6][3340/3757] lr: 1.000e-02, eta: 2 days, 4:29:13, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6641, loss_cls: 2.6770, loss: 2.6770, grad_norm: 4.3184 2021-01-29 06:09:47,565 - mmaction - INFO - Epoch [6][3360/3757] lr: 1.000e-02, eta: 2 days, 4:27:43, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.3633, top5_acc: 0.6305, loss_cls: 2.7812, loss: 2.7812, grad_norm: 4.3354 2021-01-29 06:09:52,910 - mmaction - INFO - Epoch [6][3380/3757] lr: 1.000e-02, eta: 2 days, 4:26:08, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.3867, top5_acc: 0.6383, loss_cls: 2.8096, loss: 2.8096, grad_norm: 4.2306 2021-01-29 06:09:58,980 - mmaction - INFO - Epoch [6][3400/3757] lr: 1.000e-02, eta: 2 days, 4:24:43, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.3930, top5_acc: 0.6477, loss_cls: 2.7421, loss: 2.7421, grad_norm: 4.1753 2021-01-29 06:10:04,446 - mmaction - INFO - Epoch [6][3420/3757] lr: 1.000e-02, eta: 2 days, 4:23:10, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6465, loss: 2.6465, grad_norm: 4.3958 2021-01-29 06:10:09,535 - mmaction - INFO - Epoch [6][3440/3757] lr: 1.000e-02, eta: 2 days, 4:21:30, time: 0.255, data_time: 0.004, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6641, loss_cls: 2.6148, loss: 2.6148, grad_norm: 4.3557 2021-01-29 06:10:15,440 - mmaction - INFO - Epoch [6][3460/3757] lr: 1.000e-02, eta: 2 days, 4:20:04, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6625, loss_cls: 2.6673, loss: 2.6673, grad_norm: 4.7892 2021-01-29 06:10:21,336 - mmaction - INFO - Epoch [6][3480/3757] lr: 1.000e-02, eta: 2 days, 4:18:38, time: 0.295, data_time: 0.004, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6461, loss_cls: 2.7892, loss: 2.7892, grad_norm: 4.3687 2021-01-29 06:10:27,077 - mmaction - INFO - Epoch [6][3500/3757] lr: 1.000e-02, eta: 2 days, 4:17:09, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6539, loss_cls: 2.6438, loss: 2.6438, grad_norm: 4.4069 2021-01-29 06:10:32,843 - mmaction - INFO - Epoch [6][3520/3757] lr: 1.000e-02, eta: 2 days, 4:15:41, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6477, loss_cls: 2.6652, loss: 2.6652, grad_norm: 4.2622 2021-01-29 06:10:38,894 - mmaction - INFO - Epoch [6][3540/3757] lr: 1.000e-02, eta: 2 days, 4:14:18, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6367, loss_cls: 2.8087, loss: 2.8087, grad_norm: 4.4892 2021-01-29 06:10:44,082 - mmaction - INFO - Epoch [6][3560/3757] lr: 1.000e-02, eta: 2 days, 4:12:41, time: 0.259, data_time: 0.004, memory: 3385, top1_acc: 0.3648, top5_acc: 0.6328, loss_cls: 2.7858, loss: 2.7858, grad_norm: 4.2175 2021-01-29 06:10:49,477 - mmaction - INFO - Epoch [6][3580/3757] lr: 1.000e-02, eta: 2 days, 4:11:07, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.3844, top5_acc: 0.6211, loss_cls: 2.7854, loss: 2.7854, grad_norm: 4.3381 2021-01-29 06:10:54,319 - mmaction - INFO - Epoch [6][3600/3757] lr: 1.000e-02, eta: 2 days, 4:09:25, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.3820, top5_acc: 0.6320, loss_cls: 2.8102, loss: 2.8102, grad_norm: 4.2043 2021-01-29 06:10:59,624 - mmaction - INFO - Epoch [6][3620/3757] lr: 1.000e-02, eta: 2 days, 4:07:51, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.3656, top5_acc: 0.6352, loss_cls: 2.8042, loss: 2.8042, grad_norm: 4.4200 2021-01-29 06:11:05,461 - mmaction - INFO - Epoch [6][3640/3757] lr: 1.000e-02, eta: 2 days, 4:06:25, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3570, top5_acc: 0.6320, loss_cls: 2.8266, loss: 2.8266, grad_norm: 4.4106 2021-01-29 06:11:10,563 - mmaction - INFO - Epoch [6][3660/3757] lr: 1.000e-02, eta: 2 days, 4:04:47, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.3633, top5_acc: 0.6484, loss_cls: 2.7824, loss: 2.7824, grad_norm: 4.4680 2021-01-29 06:11:16,677 - mmaction - INFO - Epoch [6][3680/3757] lr: 1.000e-02, eta: 2 days, 4:03:26, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6461, loss_cls: 2.7772, loss: 2.7772, grad_norm: 4.2642 2021-01-29 06:11:22,414 - mmaction - INFO - Epoch [6][3700/3757] lr: 1.000e-02, eta: 2 days, 4:01:59, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.3750, top5_acc: 0.6305, loss_cls: 2.8246, loss: 2.8246, grad_norm: 4.2508 2021-01-29 06:11:27,987 - mmaction - INFO - Epoch [6][3720/3757] lr: 1.000e-02, eta: 2 days, 4:00:29, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.3719, top5_acc: 0.6211, loss_cls: 2.8939, loss: 2.8939, grad_norm: 4.2861 2021-01-29 06:11:33,369 - mmaction - INFO - Epoch [6][3740/3757] lr: 1.000e-02, eta: 2 days, 3:58:56, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.3898, top5_acc: 0.6578, loss_cls: 2.6727, loss: 2.6727, grad_norm: 4.3137 2021-01-29 06:12:02,108 - mmaction - INFO - Saving checkpoint at 6 epochs 2021-01-29 06:26:52,882 - mmaction - INFO - Epoch [7][20/3757] lr: 1.000e-02, eta: 2 days, 7:45:45, time: 44.514, data_time: 43.910, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6344, loss_cls: 2.7814, loss: 2.7814, grad_norm: 4.4535 2021-01-29 06:26:57,068 - mmaction - INFO - Epoch [7][40/3757] lr: 1.000e-02, eta: 2 days, 7:43:43, time: 0.216, data_time: 0.009, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6414, loss_cls: 2.7644, loss: 2.7644, grad_norm: 4.0687 2021-01-29 06:27:01,199 - mmaction - INFO - Epoch [7][60/3757] lr: 1.000e-02, eta: 2 days, 7:41:38, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.3867, top5_acc: 0.6195, loss_cls: 2.7992, loss: 2.7992, grad_norm: 4.2970 2021-01-29 06:27:05,482 - mmaction - INFO - Epoch [7][80/3757] lr: 1.000e-02, eta: 2 days, 7:39:37, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.3617, top5_acc: 0.6391, loss_cls: 2.7611, loss: 2.7611, grad_norm: 4.3022 2021-01-29 06:27:09,642 - mmaction - INFO - Epoch [7][100/3757] lr: 1.000e-02, eta: 2 days, 7:37:33, time: 0.208, data_time: 0.003, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6430, loss_cls: 2.7354, loss: 2.7354, grad_norm: 4.3907 2021-01-29 06:27:13,903 - mmaction - INFO - Epoch [7][120/3757] lr: 1.000e-02, eta: 2 days, 7:35:32, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6422, loss_cls: 2.7590, loss: 2.7590, grad_norm: 4.1513 2021-01-29 06:27:18,074 - mmaction - INFO - Epoch [7][140/3757] lr: 1.000e-02, eta: 2 days, 7:33:29, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6672, loss_cls: 2.6264, loss: 2.6264, grad_norm: 4.3069 2021-01-29 06:27:22,255 - mmaction - INFO - Epoch [7][160/3757] lr: 1.000e-02, eta: 2 days, 7:31:26, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6672, loss_cls: 2.6533, loss: 2.6533, grad_norm: 4.5069 2021-01-29 06:27:26,588 - mmaction - INFO - Epoch [7][180/3757] lr: 1.000e-02, eta: 2 days, 7:29:26, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.3953, top5_acc: 0.6430, loss_cls: 2.7352, loss: 2.7352, grad_norm: 4.3749 2021-01-29 06:27:30,770 - mmaction - INFO - Epoch [7][200/3757] lr: 1.000e-02, eta: 2 days, 7:27:24, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6367, loss_cls: 2.7681, loss: 2.7681, grad_norm: 4.5580 2021-01-29 06:27:35,007 - mmaction - INFO - Epoch [7][220/3757] lr: 1.000e-02, eta: 2 days, 7:25:23, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6422, loss_cls: 2.7240, loss: 2.7240, grad_norm: 4.4150 2021-01-29 06:27:39,138 - mmaction - INFO - Epoch [7][240/3757] lr: 1.000e-02, eta: 2 days, 7:23:21, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.3617, top5_acc: 0.6234, loss_cls: 2.8198, loss: 2.8198, grad_norm: 4.3399 2021-01-29 06:27:43,481 - mmaction - INFO - Epoch [7][260/3757] lr: 1.000e-02, eta: 2 days, 7:21:22, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.3867, top5_acc: 0.6539, loss_cls: 2.7154, loss: 2.7154, grad_norm: 4.4911 2021-01-29 06:27:47,640 - mmaction - INFO - Epoch [7][280/3757] lr: 1.000e-02, eta: 2 days, 7:19:20, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.3883, top5_acc: 0.6578, loss_cls: 2.7069, loss: 2.7069, grad_norm: 4.4017 2021-01-29 06:27:51,769 - mmaction - INFO - Epoch [7][300/3757] lr: 1.000e-02, eta: 2 days, 7:17:18, time: 0.206, data_time: 0.000, memory: 3385, top1_acc: 0.3727, top5_acc: 0.6312, loss_cls: 2.8072, loss: 2.8072, grad_norm: 4.2339 2021-01-29 06:27:56,077 - mmaction - INFO - Epoch [7][320/3757] lr: 1.000e-02, eta: 2 days, 7:15:19, time: 0.215, data_time: 0.003, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6148, loss_cls: 2.8032, loss: 2.8032, grad_norm: 4.2751 2021-01-29 06:28:00,235 - mmaction - INFO - Epoch [7][340/3757] lr: 1.000e-02, eta: 2 days, 7:13:18, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6430, loss_cls: 2.6871, loss: 2.6871, grad_norm: 4.2714 2021-01-29 06:28:04,501 - mmaction - INFO - Epoch [7][360/3757] lr: 1.000e-02, eta: 2 days, 7:11:19, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4016, top5_acc: 0.6516, loss_cls: 2.6677, loss: 2.6677, grad_norm: 4.3911 2021-01-29 06:28:08,794 - mmaction - INFO - Epoch [7][380/3757] lr: 1.000e-02, eta: 2 days, 7:09:21, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6602, loss_cls: 2.6780, loss: 2.6780, grad_norm: 4.3023 2021-01-29 06:28:13,180 - mmaction - INFO - Epoch [7][400/3757] lr: 1.000e-02, eta: 2 days, 7:07:23, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.3734, top5_acc: 0.6328, loss_cls: 2.8067, loss: 2.8067, grad_norm: 4.2194 2021-01-29 06:28:17,519 - mmaction - INFO - Epoch [7][420/3757] lr: 1.000e-02, eta: 2 days, 7:05:26, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6328, loss_cls: 2.7220, loss: 2.7220, grad_norm: 4.3087 2021-01-29 06:28:22,265 - mmaction - INFO - Epoch [7][440/3757] lr: 1.000e-02, eta: 2 days, 7:03:35, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.3961, top5_acc: 0.6562, loss_cls: 2.6584, loss: 2.6584, grad_norm: 4.3827 2021-01-29 06:28:27,009 - mmaction - INFO - Epoch [7][460/3757] lr: 1.000e-02, eta: 2 days, 7:01:44, time: 0.237, data_time: 0.002, memory: 3385, top1_acc: 0.3906, top5_acc: 0.6570, loss_cls: 2.6781, loss: 2.6781, grad_norm: 4.2191 2021-01-29 06:28:31,326 - mmaction - INFO - Epoch [7][480/3757] lr: 1.000e-02, eta: 2 days, 6:59:47, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6484, loss_cls: 2.6736, loss: 2.6736, grad_norm: 4.9056 2021-01-29 06:28:35,811 - mmaction - INFO - Epoch [7][500/3757] lr: 1.000e-02, eta: 2 days, 6:57:53, time: 0.224, data_time: 0.000, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6344, loss_cls: 2.7413, loss: 2.7413, grad_norm: 4.4411 2021-01-29 06:28:40,289 - mmaction - INFO - Epoch [7][520/3757] lr: 1.000e-02, eta: 2 days, 6:55:58, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6609, loss_cls: 2.6545, loss: 2.6545, grad_norm: 4.2591 2021-01-29 06:28:45,011 - mmaction - INFO - Epoch [7][540/3757] lr: 1.000e-02, eta: 2 days, 6:54:08, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.3930, top5_acc: 0.6680, loss_cls: 2.6473, loss: 2.6473, grad_norm: 4.4663 2021-01-29 06:28:49,985 - mmaction - INFO - Epoch [7][560/3757] lr: 1.000e-02, eta: 2 days, 6:52:22, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6664, loss_cls: 2.6331, loss: 2.6331, grad_norm: 4.3058 2021-01-29 06:28:55,466 - mmaction - INFO - Epoch [7][580/3757] lr: 1.000e-02, eta: 2 days, 6:50:43, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.3875, top5_acc: 0.6492, loss_cls: 2.7091, loss: 2.7091, grad_norm: 4.2727 2021-01-29 06:29:00,302 - mmaction - INFO - Epoch [7][600/3757] lr: 1.000e-02, eta: 2 days, 6:48:55, time: 0.242, data_time: 0.002, memory: 3385, top1_acc: 0.3781, top5_acc: 0.6586, loss_cls: 2.7057, loss: 2.7057, grad_norm: 4.4699 2021-01-29 06:29:05,603 - mmaction - INFO - Epoch [7][620/3757] lr: 1.000e-02, eta: 2 days, 6:47:14, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6336, loss_cls: 2.7489, loss: 2.7489, grad_norm: 4.5397 2021-01-29 06:29:10,516 - mmaction - INFO - Epoch [7][640/3757] lr: 1.000e-02, eta: 2 days, 6:45:27, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6422, loss_cls: 2.7722, loss: 2.7722, grad_norm: 4.3519 2021-01-29 06:29:15,235 - mmaction - INFO - Epoch [7][660/3757] lr: 1.000e-02, eta: 2 days, 6:43:38, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6430, loss_cls: 2.7661, loss: 2.7661, grad_norm: 4.2411 2021-01-29 06:29:20,696 - mmaction - INFO - Epoch [7][680/3757] lr: 1.000e-02, eta: 2 days, 6:42:00, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.3852, top5_acc: 0.6430, loss_cls: 2.7271, loss: 2.7271, grad_norm: 4.3222 2021-01-29 06:29:26,265 - mmaction - INFO - Epoch [7][700/3757] lr: 1.000e-02, eta: 2 days, 6:40:24, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6469, loss_cls: 2.6910, loss: 2.6910, grad_norm: 4.2867 2021-01-29 06:29:32,542 - mmaction - INFO - Epoch [7][720/3757] lr: 1.000e-02, eta: 2 days, 6:38:59, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6742, loss_cls: 2.6866, loss: 2.6866, grad_norm: 4.5163 2021-01-29 06:29:37,850 - mmaction - INFO - Epoch [7][740/3757] lr: 1.000e-02, eta: 2 days, 6:37:19, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.3773, top5_acc: 0.6297, loss_cls: 2.7872, loss: 2.7872, grad_norm: 4.3854 2021-01-29 06:29:43,208 - mmaction - INFO - Epoch [7][760/3757] lr: 1.000e-02, eta: 2 days, 6:35:40, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6461, loss_cls: 2.7229, loss: 2.7229, grad_norm: 4.3968 2021-01-29 06:29:48,752 - mmaction - INFO - Epoch [7][780/3757] lr: 1.000e-02, eta: 2 days, 6:34:04, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6516, loss_cls: 2.6781, loss: 2.6781, grad_norm: 4.3452 2021-01-29 06:29:53,512 - mmaction - INFO - Epoch [7][800/3757] lr: 1.000e-02, eta: 2 days, 6:32:16, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6609, loss_cls: 2.7020, loss: 2.7020, grad_norm: 4.4886 2021-01-29 06:29:59,085 - mmaction - INFO - Epoch [7][820/3757] lr: 1.000e-02, eta: 2 days, 6:30:41, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.3750, top5_acc: 0.6359, loss_cls: 2.7646, loss: 2.7646, grad_norm: 5.1687 2021-01-29 06:30:04,879 - mmaction - INFO - Epoch [7][840/3757] lr: 1.000e-02, eta: 2 days, 6:29:09, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6227, loss_cls: 2.8563, loss: 2.8563, grad_norm: 4.4083 2021-01-29 06:30:09,927 - mmaction - INFO - Epoch [7][860/3757] lr: 1.000e-02, eta: 2 days, 6:27:27, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.3758, top5_acc: 0.6375, loss_cls: 2.7822, loss: 2.7822, grad_norm: 4.2943 2021-01-29 06:30:16,180 - mmaction - INFO - Epoch [7][880/3757] lr: 1.000e-02, eta: 2 days, 6:26:02, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.3680, top5_acc: 0.6484, loss_cls: 2.7444, loss: 2.7444, grad_norm: 4.2606 2021-01-29 06:30:21,495 - mmaction - INFO - Epoch [7][900/3757] lr: 1.000e-02, eta: 2 days, 6:24:24, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.3867, top5_acc: 0.6398, loss_cls: 2.7496, loss: 2.7496, grad_norm: 4.2876 2021-01-29 06:30:26,542 - mmaction - INFO - Epoch [7][920/3757] lr: 1.000e-02, eta: 2 days, 6:22:42, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.3898, top5_acc: 0.6320, loss_cls: 2.6959, loss: 2.6959, grad_norm: 4.1984 2021-01-29 06:30:32,503 - mmaction - INFO - Epoch [7][940/3757] lr: 1.000e-02, eta: 2 days, 6:21:13, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.3937, top5_acc: 0.6570, loss_cls: 2.6567, loss: 2.6567, grad_norm: 4.4601 2021-01-29 06:30:38,158 - mmaction - INFO - Epoch [7][960/3757] lr: 1.000e-02, eta: 2 days, 6:19:40, time: 0.282, data_time: 0.000, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6461, loss_cls: 2.7053, loss: 2.7053, grad_norm: 4.2955 2021-01-29 06:30:43,821 - mmaction - INFO - Epoch [7][980/3757] lr: 1.000e-02, eta: 2 days, 6:18:07, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6516, loss_cls: 2.6995, loss: 2.6995, grad_norm: 4.3940 2021-01-29 06:30:49,269 - mmaction - INFO - Epoch [7][1000/3757] lr: 1.000e-02, eta: 2 days, 6:16:32, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.3633, top5_acc: 0.6461, loss_cls: 2.7694, loss: 2.7694, grad_norm: 4.3350 2021-01-29 06:30:55,250 - mmaction - INFO - Epoch [7][1020/3757] lr: 1.000e-02, eta: 2 days, 6:15:04, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.3758, top5_acc: 0.6477, loss_cls: 2.7223, loss: 2.7223, grad_norm: 4.2348 2021-01-29 06:31:00,601 - mmaction - INFO - Epoch [7][1040/3757] lr: 1.000e-02, eta: 2 days, 6:13:27, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.3742, top5_acc: 0.6336, loss_cls: 2.7774, loss: 2.7774, grad_norm: 4.3027 2021-01-29 06:31:06,170 - mmaction - INFO - Epoch [7][1060/3757] lr: 1.000e-02, eta: 2 days, 6:11:54, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6320, loss_cls: 2.7489, loss: 2.7489, grad_norm: 4.3049 2021-01-29 06:31:12,176 - mmaction - INFO - Epoch [7][1080/3757] lr: 1.000e-02, eta: 2 days, 6:10:27, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6672, loss_cls: 2.6347, loss: 2.6347, grad_norm: 4.2944 2021-01-29 06:31:17,725 - mmaction - INFO - Epoch [7][1100/3757] lr: 1.000e-02, eta: 2 days, 6:08:54, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6406, loss_cls: 2.7790, loss: 2.7790, grad_norm: 4.3088 2021-01-29 06:31:24,024 - mmaction - INFO - Epoch [7][1120/3757] lr: 1.000e-02, eta: 2 days, 6:07:32, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.3773, top5_acc: 0.6430, loss_cls: 2.7077, loss: 2.7077, grad_norm: 4.3549 2021-01-29 06:31:29,209 - mmaction - INFO - Epoch [7][1140/3757] lr: 1.000e-02, eta: 2 days, 6:05:53, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6492, loss_cls: 2.6685, loss: 2.6685, grad_norm: 4.4413 2021-01-29 06:31:35,092 - mmaction - INFO - Epoch [7][1160/3757] lr: 1.000e-02, eta: 2 days, 6:04:25, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.3898, top5_acc: 0.6648, loss_cls: 2.6269, loss: 2.6269, grad_norm: 4.4185 2021-01-29 06:31:40,735 - mmaction - INFO - Epoch [7][1180/3757] lr: 1.000e-02, eta: 2 days, 6:02:54, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.6513, loss: 2.6513, grad_norm: 4.3820 2021-01-29 06:31:46,204 - mmaction - INFO - Epoch [7][1200/3757] lr: 1.000e-02, eta: 2 days, 6:01:20, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.3891, top5_acc: 0.6320, loss_cls: 2.7459, loss: 2.7459, grad_norm: 4.3523 2021-01-29 06:31:51,972 - mmaction - INFO - Epoch [7][1220/3757] lr: 1.000e-02, eta: 2 days, 5:59:51, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6391, loss_cls: 2.6891, loss: 2.6891, grad_norm: 4.2253 2021-01-29 06:31:57,958 - mmaction - INFO - Epoch [7][1240/3757] lr: 1.000e-02, eta: 2 days, 5:58:24, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.3758, top5_acc: 0.6242, loss_cls: 2.8538, loss: 2.8538, grad_norm: 4.1379 2021-01-29 06:32:04,344 - mmaction - INFO - Epoch [7][1260/3757] lr: 1.000e-02, eta: 2 days, 5:57:05, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6312, loss_cls: 2.7437, loss: 2.7437, grad_norm: 4.3358 2021-01-29 06:32:09,510 - mmaction - INFO - Epoch [7][1280/3757] lr: 1.000e-02, eta: 2 days, 5:55:27, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.3797, top5_acc: 0.6531, loss_cls: 2.6639, loss: 2.6639, grad_norm: 4.3483 2021-01-29 06:32:15,602 - mmaction - INFO - Epoch [7][1300/3757] lr: 1.000e-02, eta: 2 days, 5:54:03, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.3859, top5_acc: 0.6398, loss_cls: 2.7175, loss: 2.7175, grad_norm: 4.3591 2021-01-29 06:32:22,053 - mmaction - INFO - Epoch [7][1320/3757] lr: 1.000e-02, eta: 2 days, 5:52:45, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6406, loss_cls: 2.6967, loss: 2.6967, grad_norm: 4.3118 2021-01-29 06:32:28,008 - mmaction - INFO - Epoch [7][1340/3757] lr: 1.000e-02, eta: 2 days, 5:51:19, time: 0.297, data_time: 0.004, memory: 3385, top1_acc: 0.3695, top5_acc: 0.6125, loss_cls: 2.8567, loss: 2.8567, grad_norm: 4.3282 2021-01-29 06:32:33,584 - mmaction - INFO - Epoch [7][1360/3757] lr: 1.000e-02, eta: 2 days, 5:49:48, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.3891, top5_acc: 0.6484, loss_cls: 2.7510, loss: 2.7510, grad_norm: 4.4205 2021-01-29 06:32:39,069 - mmaction - INFO - Epoch [7][1380/3757] lr: 1.000e-02, eta: 2 days, 5:48:15, time: 0.274, data_time: 0.005, memory: 3385, top1_acc: 0.3844, top5_acc: 0.6453, loss_cls: 2.7303, loss: 2.7303, grad_norm: 4.2614 2021-01-29 06:32:45,601 - mmaction - INFO - Epoch [7][1400/3757] lr: 1.000e-02, eta: 2 days, 5:46:58, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.4125, top5_acc: 0.6602, loss_cls: 2.6484, loss: 2.6484, grad_norm: 4.4572 2021-01-29 06:32:51,404 - mmaction - INFO - Epoch [7][1420/3757] lr: 1.000e-02, eta: 2 days, 5:45:31, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4000, top5_acc: 0.6609, loss_cls: 2.7497, loss: 2.7497, grad_norm: 4.4663 2021-01-29 06:32:56,830 - mmaction - INFO - Epoch [7][1440/3757] lr: 1.000e-02, eta: 2 days, 5:43:58, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.3961, top5_acc: 0.6492, loss_cls: 2.7427, loss: 2.7427, grad_norm: 4.3222 2021-01-29 06:33:02,947 - mmaction - INFO - Epoch [7][1460/3757] lr: 1.000e-02, eta: 2 days, 5:42:36, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6617, loss_cls: 2.6413, loss: 2.6413, grad_norm: 4.2754 2021-01-29 06:33:08,321 - mmaction - INFO - Epoch [7][1480/3757] lr: 1.000e-02, eta: 2 days, 5:41:02, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6430, loss_cls: 2.7243, loss: 2.7243, grad_norm: 4.4074 2021-01-29 06:33:14,439 - mmaction - INFO - Epoch [7][1500/3757] lr: 1.000e-02, eta: 2 days, 5:39:40, time: 0.307, data_time: 0.003, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6406, loss_cls: 2.7060, loss: 2.7060, grad_norm: 4.4188 2021-01-29 06:33:20,378 - mmaction - INFO - Epoch [7][1520/3757] lr: 1.000e-02, eta: 2 days, 5:38:15, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.3711, top5_acc: 0.6320, loss_cls: 2.7812, loss: 2.7812, grad_norm: 4.4267 2021-01-29 06:33:26,749 - mmaction - INFO - Epoch [7][1540/3757] lr: 1.000e-02, eta: 2 days, 5:36:57, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6570, loss_cls: 2.6548, loss: 2.6548, grad_norm: 4.4274 2021-01-29 06:33:32,462 - mmaction - INFO - Epoch [7][1560/3757] lr: 1.000e-02, eta: 2 days, 5:35:29, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.3859, top5_acc: 0.6578, loss_cls: 2.7290, loss: 2.7290, grad_norm: 4.2662 2021-01-29 06:33:38,367 - mmaction - INFO - Epoch [7][1580/3757] lr: 1.000e-02, eta: 2 days, 5:34:04, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.7488, loss: 2.7488, grad_norm: 4.1116 2021-01-29 06:33:44,375 - mmaction - INFO - Epoch [7][1600/3757] lr: 1.000e-02, eta: 2 days, 5:32:41, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.3859, top5_acc: 0.6648, loss_cls: 2.6632, loss: 2.6632, grad_norm: 4.3163 2021-01-29 06:33:50,641 - mmaction - INFO - Epoch [7][1620/3757] lr: 1.000e-02, eta: 2 days, 5:31:22, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.3961, top5_acc: 0.6711, loss_cls: 2.6403, loss: 2.6403, grad_norm: 4.2749 2021-01-29 06:33:55,795 - mmaction - INFO - Epoch [7][1640/3757] lr: 1.000e-02, eta: 2 days, 5:29:46, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.3812, top5_acc: 0.6570, loss_cls: 2.7337, loss: 2.7337, grad_norm: 4.5308 2021-01-29 06:34:01,924 - mmaction - INFO - Epoch [7][1660/3757] lr: 1.000e-02, eta: 2 days, 5:28:25, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.3648, top5_acc: 0.6125, loss_cls: 2.8177, loss: 2.8177, grad_norm: 4.4082 2021-01-29 06:34:07,909 - mmaction - INFO - Epoch [7][1680/3757] lr: 1.000e-02, eta: 2 days, 5:27:02, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.3961, top5_acc: 0.6648, loss_cls: 2.6603, loss: 2.6603, grad_norm: 4.4592 2021-01-29 06:34:14,412 - mmaction - INFO - Epoch [7][1700/3757] lr: 1.000e-02, eta: 2 days, 5:25:47, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.3742, top5_acc: 0.6234, loss_cls: 2.8187, loss: 2.8187, grad_norm: 4.3611 2021-01-29 06:34:19,941 - mmaction - INFO - Epoch [7][1720/3757] lr: 1.000e-02, eta: 2 days, 5:24:17, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.3937, top5_acc: 0.6383, loss_cls: 2.7092, loss: 2.7092, grad_norm: 4.4061 2021-01-29 06:34:26,222 - mmaction - INFO - Epoch [7][1740/3757] lr: 1.000e-02, eta: 2 days, 5:22:59, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6422, loss_cls: 2.7086, loss: 2.7086, grad_norm: 4.2533 2021-01-29 06:34:32,073 - mmaction - INFO - Epoch [7][1760/3757] lr: 1.000e-02, eta: 2 days, 5:21:34, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6445, loss_cls: 2.7026, loss: 2.7026, grad_norm: 4.5740 2021-01-29 06:34:38,041 - mmaction - INFO - Epoch [7][1780/3757] lr: 1.000e-02, eta: 2 days, 5:20:12, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.3953, top5_acc: 0.6398, loss_cls: 2.6872, loss: 2.6872, grad_norm: 4.2160 2021-01-29 06:34:43,654 - mmaction - INFO - Epoch [7][1800/3757] lr: 1.000e-02, eta: 2 days, 5:18:44, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.3859, top5_acc: 0.6398, loss_cls: 2.7676, loss: 2.7676, grad_norm: 4.2571 2021-01-29 06:34:49,606 - mmaction - INFO - Epoch [7][1820/3757] lr: 1.000e-02, eta: 2 days, 5:17:21, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6625, loss_cls: 2.6052, loss: 2.6052, grad_norm: 4.3084 2021-01-29 06:34:55,791 - mmaction - INFO - Epoch [7][1840/3757] lr: 1.000e-02, eta: 2 days, 5:16:02, time: 0.310, data_time: 0.004, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6258, loss_cls: 2.7790, loss: 2.7790, grad_norm: 4.2944 2021-01-29 06:35:01,881 - mmaction - INFO - Epoch [7][1860/3757] lr: 1.000e-02, eta: 2 days, 5:14:42, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6617, loss_cls: 2.6986, loss: 2.6986, grad_norm: 4.3250 2021-01-29 06:35:07,737 - mmaction - INFO - Epoch [7][1880/3757] lr: 1.000e-02, eta: 2 days, 5:13:18, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.3742, top5_acc: 0.6469, loss_cls: 2.7128, loss: 2.7128, grad_norm: 4.4533 2021-01-29 06:35:13,681 - mmaction - INFO - Epoch [7][1900/3757] lr: 1.000e-02, eta: 2 days, 5:11:56, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.3789, top5_acc: 0.6477, loss_cls: 2.7412, loss: 2.7412, grad_norm: 4.2928 2021-01-29 06:35:19,805 - mmaction - INFO - Epoch [7][1920/3757] lr: 1.000e-02, eta: 2 days, 5:10:37, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6477, loss_cls: 2.6909, loss: 2.6909, grad_norm: 4.2208 2021-01-29 06:35:25,552 - mmaction - INFO - Epoch [7][1940/3757] lr: 1.000e-02, eta: 2 days, 5:09:11, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6586, loss_cls: 2.6967, loss: 2.6967, grad_norm: 4.3011 2021-01-29 06:35:31,332 - mmaction - INFO - Epoch [7][1960/3757] lr: 1.000e-02, eta: 2 days, 5:07:47, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6555, loss_cls: 2.7066, loss: 2.7066, grad_norm: 4.2525 2021-01-29 06:35:37,788 - mmaction - INFO - Epoch [7][1980/3757] lr: 1.000e-02, eta: 2 days, 5:06:33, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6578, loss_cls: 2.6099, loss: 2.6099, grad_norm: 4.2152 2021-01-29 06:35:43,382 - mmaction - INFO - Epoch [7][2000/3757] lr: 1.000e-02, eta: 2 days, 5:05:06, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.3898, top5_acc: 0.6656, loss_cls: 2.6217, loss: 2.6217, grad_norm: 4.3032 2021-01-29 06:35:49,116 - mmaction - INFO - Epoch [7][2020/3757] lr: 1.000e-02, eta: 2 days, 5:03:42, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.3617, top5_acc: 0.6516, loss_cls: 2.7677, loss: 2.7677, grad_norm: 4.2468 2021-01-29 06:35:54,790 - mmaction - INFO - Epoch [7][2040/3757] lr: 1.000e-02, eta: 2 days, 5:02:17, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.3844, top5_acc: 0.6586, loss_cls: 2.6758, loss: 2.6758, grad_norm: 4.2640 2021-01-29 06:36:01,150 - mmaction - INFO - Epoch [7][2060/3757] lr: 1.000e-02, eta: 2 days, 5:01:01, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.3859, top5_acc: 0.6445, loss_cls: 2.6927, loss: 2.6927, grad_norm: 4.5417 2021-01-29 06:36:07,774 - mmaction - INFO - Epoch [7][2080/3757] lr: 1.000e-02, eta: 2 days, 4:59:50, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.3719, top5_acc: 0.6383, loss_cls: 2.7766, loss: 2.7766, grad_norm: 4.3482 2021-01-29 06:36:13,464 - mmaction - INFO - Epoch [7][2100/3757] lr: 1.000e-02, eta: 2 days, 4:58:25, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.3641, top5_acc: 0.6367, loss_cls: 2.7977, loss: 2.7977, grad_norm: 4.4243 2021-01-29 06:36:19,724 - mmaction - INFO - Epoch [7][2120/3757] lr: 1.000e-02, eta: 2 days, 4:57:09, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.3773, top5_acc: 0.6430, loss_cls: 2.7543, loss: 2.7543, grad_norm: 4.1675 2021-01-29 06:36:25,677 - mmaction - INFO - Epoch [7][2140/3757] lr: 1.000e-02, eta: 2 days, 4:55:48, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6484, loss_cls: 2.6476, loss: 2.6476, grad_norm: 4.2362 2021-01-29 06:36:31,791 - mmaction - INFO - Epoch [7][2160/3757] lr: 1.000e-02, eta: 2 days, 4:54:30, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4031, top5_acc: 0.6477, loss_cls: 2.7110, loss: 2.7110, grad_norm: 4.4227 2021-01-29 06:36:38,990 - mmaction - INFO - Epoch [7][2180/3757] lr: 1.000e-02, eta: 2 days, 4:53:27, time: 0.360, data_time: 0.001, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6359, loss_cls: 2.8111, loss: 2.8111, grad_norm: 4.3130 2021-01-29 06:36:44,308 - mmaction - INFO - Epoch [7][2200/3757] lr: 1.000e-02, eta: 2 days, 4:51:58, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6695, loss_cls: 2.6323, loss: 2.6323, grad_norm: 4.4218 2021-01-29 06:36:50,073 - mmaction - INFO - Epoch [7][2220/3757] lr: 1.000e-02, eta: 2 days, 4:50:35, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.3789, top5_acc: 0.6398, loss_cls: 2.7269, loss: 2.7269, grad_norm: 4.2683 2021-01-29 06:36:56,220 - mmaction - INFO - Epoch [7][2240/3757] lr: 1.000e-02, eta: 2 days, 4:49:18, time: 0.307, data_time: 0.003, memory: 3385, top1_acc: 0.3867, top5_acc: 0.6445, loss_cls: 2.7500, loss: 2.7500, grad_norm: 4.1371 2021-01-29 06:37:01,908 - mmaction - INFO - Epoch [7][2260/3757] lr: 1.000e-02, eta: 2 days, 4:47:54, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.3656, top5_acc: 0.6352, loss_cls: 2.7285, loss: 2.7285, grad_norm: 4.4452 2021-01-29 06:37:07,497 - mmaction - INFO - Epoch [7][2280/3757] lr: 1.000e-02, eta: 2 days, 4:46:29, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.3836, top5_acc: 0.6414, loss_cls: 2.7359, loss: 2.7359, grad_norm: 4.2932 2021-01-29 06:37:13,550 - mmaction - INFO - Epoch [7][2300/3757] lr: 1.000e-02, eta: 2 days, 4:45:11, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.6495, loss: 2.6495, grad_norm: 4.3172 2021-01-29 06:37:20,231 - mmaction - INFO - Epoch [7][2320/3757] lr: 1.000e-02, eta: 2 days, 4:44:01, time: 0.334, data_time: 0.004, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6852, loss_cls: 2.5282, loss: 2.5282, grad_norm: 4.4358 2021-01-29 06:37:25,986 - mmaction - INFO - Epoch [7][2340/3757] lr: 1.000e-02, eta: 2 days, 4:42:39, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.6902, loss: 2.6902, grad_norm: 4.0749 2021-01-29 06:37:31,976 - mmaction - INFO - Epoch [7][2360/3757] lr: 1.000e-02, eta: 2 days, 4:41:20, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.3836, top5_acc: 0.6438, loss_cls: 2.8067, loss: 2.8067, grad_norm: 4.3117 2021-01-29 06:37:37,800 - mmaction - INFO - Epoch [7][2380/3757] lr: 1.000e-02, eta: 2 days, 4:39:59, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6477, loss_cls: 2.7237, loss: 2.7237, grad_norm: 4.3386 2021-01-29 06:37:43,938 - mmaction - INFO - Epoch [7][2400/3757] lr: 1.000e-02, eta: 2 days, 4:38:43, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6430, loss_cls: 2.7045, loss: 2.7045, grad_norm: 4.2247 2021-01-29 06:37:50,372 - mmaction - INFO - Epoch [7][2420/3757] lr: 1.000e-02, eta: 2 days, 4:37:30, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.3797, top5_acc: 0.6367, loss_cls: 2.7446, loss: 2.7446, grad_norm: 4.2690 2021-01-29 06:37:57,117 - mmaction - INFO - Epoch [7][2440/3757] lr: 1.000e-02, eta: 2 days, 4:36:23, time: 0.337, data_time: 0.000, memory: 3385, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.6643, loss: 2.6643, grad_norm: 4.2743 2021-01-29 06:38:03,267 - mmaction - INFO - Epoch [7][2460/3757] lr: 1.000e-02, eta: 2 days, 4:35:06, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.3875, top5_acc: 0.6492, loss_cls: 2.7323, loss: 2.7323, grad_norm: 4.3581 2021-01-29 06:38:10,024 - mmaction - INFO - Epoch [7][2480/3757] lr: 1.000e-02, eta: 2 days, 4:33:59, time: 0.339, data_time: 0.001, memory: 3385, top1_acc: 0.3664, top5_acc: 0.6289, loss_cls: 2.8505, loss: 2.8505, grad_norm: 4.2433 2021-01-29 06:38:15,548 - mmaction - INFO - Epoch [7][2500/3757] lr: 1.000e-02, eta: 2 days, 4:32:35, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6383, loss_cls: 2.7174, loss: 2.7174, grad_norm: 4.2193 2021-01-29 06:38:21,159 - mmaction - INFO - Epoch [7][2520/3757] lr: 1.000e-02, eta: 2 days, 4:31:11, time: 0.281, data_time: 0.000, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.6366, loss: 2.6366, grad_norm: 4.1488 2021-01-29 06:38:27,470 - mmaction - INFO - Epoch [7][2540/3757] lr: 1.000e-02, eta: 2 days, 4:29:58, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6391, loss_cls: 2.6719, loss: 2.6719, grad_norm: 4.1791 2021-01-29 06:38:33,997 - mmaction - INFO - Epoch [7][2560/3757] lr: 1.000e-02, eta: 2 days, 4:28:48, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.3898, top5_acc: 0.6680, loss_cls: 2.7091, loss: 2.7091, grad_norm: 4.3931 2021-01-29 06:38:39,886 - mmaction - INFO - Epoch [7][2580/3757] lr: 1.000e-02, eta: 2 days, 4:27:29, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6570, loss_cls: 2.7039, loss: 2.7039, grad_norm: 4.5121 2021-01-29 06:38:45,745 - mmaction - INFO - Epoch [7][2600/3757] lr: 1.000e-02, eta: 2 days, 4:26:10, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.3930, top5_acc: 0.6352, loss_cls: 2.7182, loss: 2.7182, grad_norm: 4.1910 2021-01-29 06:38:51,704 - mmaction - INFO - Epoch [7][2620/3757] lr: 1.000e-02, eta: 2 days, 4:24:52, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6461, loss_cls: 2.6139, loss: 2.6139, grad_norm: 4.3089 2021-01-29 06:38:57,494 - mmaction - INFO - Epoch [7][2640/3757] lr: 1.000e-02, eta: 2 days, 4:23:32, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6664, loss_cls: 2.7048, loss: 2.7048, grad_norm: 4.3196 2021-01-29 06:39:03,299 - mmaction - INFO - Epoch [7][2660/3757] lr: 1.000e-02, eta: 2 days, 4:22:12, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.3953, top5_acc: 0.6203, loss_cls: 2.7296, loss: 2.7296, grad_norm: 4.3275 2021-01-29 06:39:09,923 - mmaction - INFO - Epoch [7][2680/3757] lr: 1.000e-02, eta: 2 days, 4:21:04, time: 0.332, data_time: 0.003, memory: 3385, top1_acc: 0.3812, top5_acc: 0.6336, loss_cls: 2.7790, loss: 2.7790, grad_norm: 4.3186 2021-01-29 06:39:16,004 - mmaction - INFO - Epoch [7][2700/3757] lr: 1.000e-02, eta: 2 days, 4:19:48, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6586, loss_cls: 2.6325, loss: 2.6325, grad_norm: 4.2746 2021-01-29 06:39:22,076 - mmaction - INFO - Epoch [7][2720/3757] lr: 1.000e-02, eta: 2 days, 4:18:32, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6375, loss_cls: 2.7508, loss: 2.7508, grad_norm: 4.2163 2021-01-29 06:39:27,993 - mmaction - INFO - Epoch [7][2740/3757] lr: 1.000e-02, eta: 2 days, 4:17:15, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6633, loss_cls: 2.5914, loss: 2.5914, grad_norm: 4.3570 2021-01-29 06:39:34,234 - mmaction - INFO - Epoch [7][2760/3757] lr: 1.000e-02, eta: 2 days, 4:16:02, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6594, loss_cls: 2.6445, loss: 2.6445, grad_norm: 4.3710 2021-01-29 06:39:40,424 - mmaction - INFO - Epoch [7][2780/3757] lr: 1.000e-02, eta: 2 days, 4:14:48, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.3953, top5_acc: 0.6477, loss_cls: 2.7288, loss: 2.7288, grad_norm: 4.2194 2021-01-29 06:39:46,741 - mmaction - INFO - Epoch [7][2800/3757] lr: 1.000e-02, eta: 2 days, 4:13:36, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.3906, top5_acc: 0.6453, loss_cls: 2.7213, loss: 2.7213, grad_norm: 4.3117 2021-01-29 06:39:52,422 - mmaction - INFO - Epoch [7][2820/3757] lr: 1.000e-02, eta: 2 days, 4:12:16, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6398, loss_cls: 2.6731, loss: 2.6731, grad_norm: 4.3580 2021-01-29 06:39:59,541 - mmaction - INFO - Epoch [7][2840/3757] lr: 1.000e-02, eta: 2 days, 4:11:15, time: 0.356, data_time: 0.001, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6609, loss_cls: 2.6143, loss: 2.6143, grad_norm: 4.3362 2021-01-29 06:40:05,629 - mmaction - INFO - Epoch [7][2860/3757] lr: 1.000e-02, eta: 2 days, 4:10:00, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6547, loss_cls: 2.6251, loss: 2.6251, grad_norm: 4.1587 2021-01-29 06:40:11,671 - mmaction - INFO - Epoch [7][2880/3757] lr: 1.000e-02, eta: 2 days, 4:08:45, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6477, loss_cls: 2.7206, loss: 2.7206, grad_norm: 4.2168 2021-01-29 06:40:18,022 - mmaction - INFO - Epoch [7][2900/3757] lr: 1.000e-02, eta: 2 days, 4:07:34, time: 0.318, data_time: 0.003, memory: 3385, top1_acc: 0.3820, top5_acc: 0.6375, loss_cls: 2.7598, loss: 2.7598, grad_norm: 4.3382 2021-01-29 06:40:23,720 - mmaction - INFO - Epoch [7][2920/3757] lr: 1.000e-02, eta: 2 days, 4:06:15, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.3906, top5_acc: 0.6328, loss_cls: 2.7879, loss: 2.7879, grad_norm: 4.2610 2021-01-29 06:40:29,915 - mmaction - INFO - Epoch [7][2940/3757] lr: 1.000e-02, eta: 2 days, 4:05:02, time: 0.310, data_time: 0.004, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6453, loss_cls: 2.6786, loss: 2.6786, grad_norm: 4.2483 2021-01-29 06:40:36,845 - mmaction - INFO - Epoch [7][2960/3757] lr: 1.000e-02, eta: 2 days, 4:03:59, time: 0.346, data_time: 0.001, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6391, loss_cls: 2.7647, loss: 2.7647, grad_norm: 4.2919 2021-01-29 06:40:42,760 - mmaction - INFO - Epoch [7][2980/3757] lr: 1.000e-02, eta: 2 days, 4:02:43, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.3656, top5_acc: 0.6484, loss_cls: 2.7123, loss: 2.7123, grad_norm: 4.2890 2021-01-29 06:40:48,799 - mmaction - INFO - Epoch [7][3000/3757] lr: 1.000e-02, eta: 2 days, 4:01:28, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6391, loss_cls: 2.7040, loss: 2.7040, grad_norm: 4.2550 2021-01-29 06:40:54,842 - mmaction - INFO - Epoch [7][3020/3757] lr: 1.000e-02, eta: 2 days, 4:00:14, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6867, loss_cls: 2.5878, loss: 2.5878, grad_norm: 4.3703 2021-01-29 06:41:00,802 - mmaction - INFO - Epoch [7][3040/3757] lr: 1.000e-02, eta: 2 days, 3:58:58, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6727, loss_cls: 2.5979, loss: 2.5979, grad_norm: 4.2414 2021-01-29 06:41:07,045 - mmaction - INFO - Epoch [7][3060/3757] lr: 1.000e-02, eta: 2 days, 3:57:47, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6617, loss_cls: 2.6465, loss: 2.6465, grad_norm: 4.3278 2021-01-29 06:41:13,240 - mmaction - INFO - Epoch [7][3080/3757] lr: 1.000e-02, eta: 2 days, 3:56:35, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6750, loss_cls: 2.6195, loss: 2.6195, grad_norm: 4.2644 2021-01-29 06:41:19,398 - mmaction - INFO - Epoch [7][3100/3757] lr: 1.000e-02, eta: 2 days, 3:55:22, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6602, loss_cls: 2.7041, loss: 2.7041, grad_norm: 4.2891 2021-01-29 06:41:25,530 - mmaction - INFO - Epoch [7][3120/3757] lr: 1.000e-02, eta: 2 days, 3:54:10, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.3734, top5_acc: 0.6320, loss_cls: 2.8070, loss: 2.8070, grad_norm: 4.2582 2021-01-29 06:41:32,083 - mmaction - INFO - Epoch [7][3140/3757] lr: 1.000e-02, eta: 2 days, 3:53:03, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6703, loss_cls: 2.6035, loss: 2.6035, grad_norm: 4.3961 2021-01-29 06:41:38,749 - mmaction - INFO - Epoch [7][3160/3757] lr: 1.000e-02, eta: 2 days, 3:51:58, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.3953, top5_acc: 0.6406, loss_cls: 2.7163, loss: 2.7163, grad_norm: 4.3957 2021-01-29 06:41:45,021 - mmaction - INFO - Epoch [7][3180/3757] lr: 1.000e-02, eta: 2 days, 3:50:47, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.3883, top5_acc: 0.6469, loss_cls: 2.7191, loss: 2.7191, grad_norm: 4.4651 2021-01-29 06:41:51,600 - mmaction - INFO - Epoch [7][3200/3757] lr: 1.000e-02, eta: 2 days, 3:49:41, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6750, loss_cls: 2.5905, loss: 2.5905, grad_norm: 4.2431 2021-01-29 06:41:57,463 - mmaction - INFO - Epoch [7][3220/3757] lr: 1.000e-02, eta: 2 days, 3:48:25, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3937, top5_acc: 0.6445, loss_cls: 2.7729, loss: 2.7729, grad_norm: 4.2659 2021-01-29 06:42:03,555 - mmaction - INFO - Epoch [7][3240/3757] lr: 1.000e-02, eta: 2 days, 3:47:12, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6453, loss_cls: 2.7006, loss: 2.7006, grad_norm: 4.2936 2021-01-29 06:42:09,388 - mmaction - INFO - Epoch [7][3260/3757] lr: 1.000e-02, eta: 2 days, 3:45:56, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3930, top5_acc: 0.6602, loss_cls: 2.7007, loss: 2.7007, grad_norm: 4.3936 2021-01-29 06:42:15,225 - mmaction - INFO - Epoch [7][3280/3757] lr: 1.000e-02, eta: 2 days, 3:44:40, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6461, loss_cls: 2.7055, loss: 2.7055, grad_norm: 4.3259 2021-01-29 06:42:21,864 - mmaction - INFO - Epoch [7][3300/3757] lr: 1.000e-02, eta: 2 days, 3:43:35, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6617, loss_cls: 2.5936, loss: 2.5936, grad_norm: 4.2425 2021-01-29 06:42:27,639 - mmaction - INFO - Epoch [7][3320/3757] lr: 1.000e-02, eta: 2 days, 3:42:19, time: 0.288, data_time: 0.004, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6904, loss: 2.6904, grad_norm: 4.4131 2021-01-29 06:42:33,954 - mmaction - INFO - Epoch [7][3340/3757] lr: 1.000e-02, eta: 2 days, 3:41:10, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.4031, top5_acc: 0.6672, loss_cls: 2.6307, loss: 2.6307, grad_norm: 4.2940 2021-01-29 06:42:40,119 - mmaction - INFO - Epoch [7][3360/3757] lr: 1.000e-02, eta: 2 days, 3:39:59, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.3773, top5_acc: 0.6359, loss_cls: 2.7509, loss: 2.7509, grad_norm: 4.3062 2021-01-29 06:42:46,093 - mmaction - INFO - Epoch [7][3380/3757] lr: 1.000e-02, eta: 2 days, 3:38:45, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.3766, top5_acc: 0.6578, loss_cls: 2.7204, loss: 2.7204, grad_norm: 4.4259 2021-01-29 06:42:52,260 - mmaction - INFO - Epoch [7][3400/3757] lr: 1.000e-02, eta: 2 days, 3:37:34, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.6717, loss: 2.6717, grad_norm: 4.3290 2021-01-29 06:42:59,110 - mmaction - INFO - Epoch [7][3420/3757] lr: 1.000e-02, eta: 2 days, 3:36:33, time: 0.342, data_time: 0.001, memory: 3385, top1_acc: 0.3937, top5_acc: 0.6305, loss_cls: 2.7542, loss: 2.7542, grad_norm: 4.1829 2021-01-29 06:43:05,568 - mmaction - INFO - Epoch [7][3440/3757] lr: 1.000e-02, eta: 2 days, 3:35:26, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6703, loss_cls: 2.5788, loss: 2.5788, grad_norm: 4.3411 2021-01-29 06:43:11,834 - mmaction - INFO - Epoch [7][3460/3757] lr: 1.000e-02, eta: 2 days, 3:34:17, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.3891, top5_acc: 0.6500, loss_cls: 2.6854, loss: 2.6854, grad_norm: 4.1247 2021-01-29 06:43:17,832 - mmaction - INFO - Epoch [7][3480/3757] lr: 1.000e-02, eta: 2 days, 3:33:04, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6570, loss_cls: 2.6726, loss: 2.6726, grad_norm: 4.2765 2021-01-29 06:43:23,561 - mmaction - INFO - Epoch [7][3500/3757] lr: 1.000e-02, eta: 2 days, 3:31:48, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.3727, top5_acc: 0.6438, loss_cls: 2.7681, loss: 2.7681, grad_norm: 4.3036 2021-01-29 06:43:29,645 - mmaction - INFO - Epoch [7][3520/3757] lr: 1.000e-02, eta: 2 days, 3:30:37, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6352, loss_cls: 2.6765, loss: 2.6765, grad_norm: 4.4301 2021-01-29 06:43:35,835 - mmaction - INFO - Epoch [7][3540/3757] lr: 1.000e-02, eta: 2 days, 3:29:27, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6516, loss_cls: 2.7400, loss: 2.7400, grad_norm: 4.2139 2021-01-29 06:43:42,565 - mmaction - INFO - Epoch [7][3560/3757] lr: 1.000e-02, eta: 2 days, 3:28:24, time: 0.337, data_time: 0.002, memory: 3385, top1_acc: 0.3773, top5_acc: 0.6562, loss_cls: 2.7282, loss: 2.7282, grad_norm: 4.4218 2021-01-29 06:43:48,221 - mmaction - INFO - Epoch [7][3580/3757] lr: 1.000e-02, eta: 2 days, 3:27:07, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6625, loss_cls: 2.6945, loss: 2.6945, grad_norm: 4.2358 2021-01-29 06:43:54,797 - mmaction - INFO - Epoch [7][3600/3757] lr: 1.000e-02, eta: 2 days, 3:26:03, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.3836, top5_acc: 0.6516, loss_cls: 2.7397, loss: 2.7397, grad_norm: 4.3282 2021-01-29 06:44:00,260 - mmaction - INFO - Epoch [7][3620/3757] lr: 1.000e-02, eta: 2 days, 3:24:44, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6547, loss_cls: 2.6402, loss: 2.6402, grad_norm: 4.1333 2021-01-29 06:44:06,573 - mmaction - INFO - Epoch [7][3640/3757] lr: 1.000e-02, eta: 2 days, 3:23:36, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.3961, top5_acc: 0.6484, loss_cls: 2.7344, loss: 2.7344, grad_norm: 4.3723 2021-01-29 06:44:12,928 - mmaction - INFO - Epoch [7][3660/3757] lr: 1.000e-02, eta: 2 days, 3:22:29, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6813, loss_cls: 2.5961, loss: 2.5961, grad_norm: 4.2982 2021-01-29 06:44:19,304 - mmaction - INFO - Epoch [7][3680/3757] lr: 1.000e-02, eta: 2 days, 3:21:23, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6539, loss_cls: 2.6712, loss: 2.6712, grad_norm: 4.1818 2021-01-29 06:44:25,604 - mmaction - INFO - Epoch [7][3700/3757] lr: 1.000e-02, eta: 2 days, 3:20:15, time: 0.315, data_time: 0.003, memory: 3385, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7812, loss: 2.7812, grad_norm: 4.1552 2021-01-29 06:44:32,560 - mmaction - INFO - Epoch [7][3720/3757] lr: 1.000e-02, eta: 2 days, 3:19:16, time: 0.348, data_time: 0.002, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6734, loss_cls: 2.5832, loss: 2.5832, grad_norm: 4.1898 2021-01-29 06:44:39,103 - mmaction - INFO - Epoch [7][3740/3757] lr: 1.000e-02, eta: 2 days, 3:18:12, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.3867, top5_acc: 0.6711, loss_cls: 2.5854, loss: 2.5854, grad_norm: 4.5029 2021-01-29 06:45:10,876 - mmaction - INFO - Saving checkpoint at 7 epochs 2021-01-29 07:01:48,745 - mmaction - INFO - Epoch [8][20/3757] lr: 1.000e-02, eta: 2 days, 6:54:10, time: 49.859, data_time: 49.169, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6656, loss_cls: 2.6892, loss: 2.6892, grad_norm: 4.1913 2021-01-29 07:01:52,930 - mmaction - INFO - Epoch [8][40/3757] lr: 1.000e-02, eta: 2 days, 6:52:26, time: 0.217, data_time: 0.010, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6719, loss_cls: 2.6388, loss: 2.6388, grad_norm: 4.3602 2021-01-29 07:01:57,030 - mmaction - INFO - Epoch [8][60/3757] lr: 1.000e-02, eta: 2 days, 6:50:40, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6664, loss_cls: 2.6135, loss: 2.6135, grad_norm: 4.1878 2021-01-29 07:02:01,240 - mmaction - INFO - Epoch [8][80/3757] lr: 1.000e-02, eta: 2 days, 6:48:54, time: 0.210, data_time: 0.003, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6648, loss_cls: 2.6204, loss: 2.6204, grad_norm: 4.3439 2021-01-29 07:02:05,357 - mmaction - INFO - Epoch [8][100/3757] lr: 1.000e-02, eta: 2 days, 6:47:08, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6445, loss_cls: 2.6837, loss: 2.6837, grad_norm: 4.3253 2021-01-29 07:02:09,492 - mmaction - INFO - Epoch [8][120/3757] lr: 1.000e-02, eta: 2 days, 6:45:22, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6734, loss_cls: 2.5841, loss: 2.5841, grad_norm: 4.2093 2021-01-29 07:02:13,700 - mmaction - INFO - Epoch [8][140/3757] lr: 1.000e-02, eta: 2 days, 6:43:37, time: 0.210, data_time: 0.003, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6867, loss_cls: 2.5324, loss: 2.5324, grad_norm: 4.3112 2021-01-29 07:02:17,805 - mmaction - INFO - Epoch [8][160/3757] lr: 1.000e-02, eta: 2 days, 6:41:51, time: 0.205, data_time: 0.002, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6602, loss_cls: 2.6705, loss: 2.6705, grad_norm: 4.2987 2021-01-29 07:02:22,012 - mmaction - INFO - Epoch [8][180/3757] lr: 1.000e-02, eta: 2 days, 6:40:07, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.3891, top5_acc: 0.6562, loss_cls: 2.7120, loss: 2.7120, grad_norm: 4.0957 2021-01-29 07:02:26,127 - mmaction - INFO - Epoch [8][200/3757] lr: 1.000e-02, eta: 2 days, 6:38:21, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.3906, top5_acc: 0.6602, loss_cls: 2.7345, loss: 2.7345, grad_norm: 4.3337 2021-01-29 07:02:30,283 - mmaction - INFO - Epoch [8][220/3757] lr: 1.000e-02, eta: 2 days, 6:36:36, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.3859, top5_acc: 0.6344, loss_cls: 2.7213, loss: 2.7213, grad_norm: 4.2739 2021-01-29 07:02:34,505 - mmaction - INFO - Epoch [8][240/3757] lr: 1.000e-02, eta: 2 days, 6:34:52, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6641, loss_cls: 2.6197, loss: 2.6197, grad_norm: 4.2589 2021-01-29 07:02:38,790 - mmaction - INFO - Epoch [8][260/3757] lr: 1.000e-02, eta: 2 days, 6:33:09, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6625, loss_cls: 2.5954, loss: 2.5954, grad_norm: 4.2181 2021-01-29 07:02:43,073 - mmaction - INFO - Epoch [8][280/3757] lr: 1.000e-02, eta: 2 days, 6:31:27, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6711, loss_cls: 2.5567, loss: 2.5567, grad_norm: 4.4267 2021-01-29 07:02:47,245 - mmaction - INFO - Epoch [8][300/3757] lr: 1.000e-02, eta: 2 days, 6:29:43, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6664, loss_cls: 2.6364, loss: 2.6364, grad_norm: 4.3872 2021-01-29 07:02:51,524 - mmaction - INFO - Epoch [8][320/3757] lr: 1.000e-02, eta: 2 days, 6:28:00, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.3891, top5_acc: 0.6461, loss_cls: 2.7054, loss: 2.7054, grad_norm: 4.2606 2021-01-29 07:02:55,824 - mmaction - INFO - Epoch [8][340/3757] lr: 1.000e-02, eta: 2 days, 6:26:18, time: 0.215, data_time: 0.003, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6297, loss_cls: 2.7924, loss: 2.7924, grad_norm: 4.2609 2021-01-29 07:03:00,075 - mmaction - INFO - Epoch [8][360/3757] lr: 1.000e-02, eta: 2 days, 6:24:36, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4008, top5_acc: 0.6656, loss_cls: 2.6232, loss: 2.6232, grad_norm: 4.2939 2021-01-29 07:03:04,357 - mmaction - INFO - Epoch [8][380/3757] lr: 1.000e-02, eta: 2 days, 6:22:53, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.3867, top5_acc: 0.6766, loss_cls: 2.6370, loss: 2.6370, grad_norm: 4.3626 2021-01-29 07:03:08,590 - mmaction - INFO - Epoch [8][400/3757] lr: 1.000e-02, eta: 2 days, 6:21:11, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6719, loss_cls: 2.5971, loss: 2.5971, grad_norm: 4.4102 2021-01-29 07:03:12,949 - mmaction - INFO - Epoch [8][420/3757] lr: 1.000e-02, eta: 2 days, 6:19:30, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6742, loss_cls: 2.6097, loss: 2.6097, grad_norm: 4.2649 2021-01-29 07:03:17,561 - mmaction - INFO - Epoch [8][440/3757] lr: 1.000e-02, eta: 2 days, 6:17:53, time: 0.231, data_time: 0.015, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6508, loss_cls: 2.6512, loss: 2.6512, grad_norm: 4.7584 2021-01-29 07:03:21,839 - mmaction - INFO - Epoch [8][460/3757] lr: 1.000e-02, eta: 2 days, 6:16:11, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.3953, top5_acc: 0.6508, loss_cls: 2.7096, loss: 2.7096, grad_norm: 4.3406 2021-01-29 07:03:26,417 - mmaction - INFO - Epoch [8][480/3757] lr: 1.000e-02, eta: 2 days, 6:14:34, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6438, loss_cls: 2.6747, loss: 2.6747, grad_norm: 4.3573 2021-01-29 07:03:30,772 - mmaction - INFO - Epoch [8][500/3757] lr: 1.000e-02, eta: 2 days, 6:12:54, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.3797, top5_acc: 0.6406, loss_cls: 2.6941, loss: 2.6941, grad_norm: 4.2844 2021-01-29 07:03:35,201 - mmaction - INFO - Epoch [8][520/3757] lr: 1.000e-02, eta: 2 days, 6:11:15, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6547, loss_cls: 2.6657, loss: 2.6657, grad_norm: 4.3682 2021-01-29 07:03:40,181 - mmaction - INFO - Epoch [8][540/3757] lr: 1.000e-02, eta: 2 days, 6:09:43, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.3875, top5_acc: 0.6508, loss_cls: 2.6781, loss: 2.6781, grad_norm: 4.2931 2021-01-29 07:03:45,099 - mmaction - INFO - Epoch [8][560/3757] lr: 1.000e-02, eta: 2 days, 6:08:10, time: 0.245, data_time: 0.002, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6578, loss_cls: 2.6729, loss: 2.6729, grad_norm: 4.3855 2021-01-29 07:03:49,747 - mmaction - INFO - Epoch [8][580/3757] lr: 1.000e-02, eta: 2 days, 6:06:34, time: 0.233, data_time: 0.002, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6609, loss_cls: 2.6484, loss: 2.6484, grad_norm: 4.3576 2021-01-29 07:03:54,271 - mmaction - INFO - Epoch [8][600/3757] lr: 1.000e-02, eta: 2 days, 6:04:57, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.3695, top5_acc: 0.6266, loss_cls: 2.8234, loss: 2.8234, grad_norm: 4.4369 2021-01-29 07:03:59,065 - mmaction - INFO - Epoch [8][620/3757] lr: 1.000e-02, eta: 2 days, 6:03:23, time: 0.240, data_time: 0.002, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6922, loss_cls: 2.5601, loss: 2.5601, grad_norm: 4.3139 2021-01-29 07:04:04,190 - mmaction - INFO - Epoch [8][640/3757] lr: 1.000e-02, eta: 2 days, 6:01:54, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6656, loss_cls: 2.5792, loss: 2.5792, grad_norm: 4.2410 2021-01-29 07:04:09,366 - mmaction - INFO - Epoch [8][660/3757] lr: 1.000e-02, eta: 2 days, 6:00:26, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.7328, loss: 2.7328, grad_norm: 4.2210 2021-01-29 07:04:14,808 - mmaction - INFO - Epoch [8][680/3757] lr: 1.000e-02, eta: 2 days, 5:59:01, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6656, loss_cls: 2.6532, loss: 2.6532, grad_norm: 4.2700 2021-01-29 07:04:19,812 - mmaction - INFO - Epoch [8][700/3757] lr: 1.000e-02, eta: 2 days, 5:57:30, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6727, loss_cls: 2.5781, loss: 2.5781, grad_norm: 4.3575 2021-01-29 07:04:24,812 - mmaction - INFO - Epoch [8][720/3757] lr: 1.000e-02, eta: 2 days, 5:56:00, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6680, loss_cls: 2.6209, loss: 2.6209, grad_norm: 4.4297 2021-01-29 07:04:29,974 - mmaction - INFO - Epoch [8][740/3757] lr: 1.000e-02, eta: 2 days, 5:54:32, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.6358, loss: 2.6358, grad_norm: 4.2179 2021-01-29 07:04:35,190 - mmaction - INFO - Epoch [8][760/3757] lr: 1.000e-02, eta: 2 days, 5:53:04, time: 0.261, data_time: 0.003, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6656, loss_cls: 2.5376, loss: 2.5376, grad_norm: 4.4078 2021-01-29 07:04:40,275 - mmaction - INFO - Epoch [8][780/3757] lr: 1.000e-02, eta: 2 days, 5:51:35, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6664, loss_cls: 2.6159, loss: 2.6159, grad_norm: 4.3641 2021-01-29 07:04:45,628 - mmaction - INFO - Epoch [8][800/3757] lr: 1.000e-02, eta: 2 days, 5:50:10, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6898, loss_cls: 2.5640, loss: 2.5640, grad_norm: 4.3208 2021-01-29 07:04:50,368 - mmaction - INFO - Epoch [8][820/3757] lr: 1.000e-02, eta: 2 days, 5:48:37, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.3703, top5_acc: 0.6539, loss_cls: 2.7456, loss: 2.7456, grad_norm: 4.2783 2021-01-29 07:04:56,229 - mmaction - INFO - Epoch [8][840/3757] lr: 1.000e-02, eta: 2 days, 5:47:18, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6969, loss_cls: 2.5457, loss: 2.5457, grad_norm: 4.4938 2021-01-29 07:05:01,405 - mmaction - INFO - Epoch [8][860/3757] lr: 1.000e-02, eta: 2 days, 5:45:51, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.3680, top5_acc: 0.6258, loss_cls: 2.7426, loss: 2.7426, grad_norm: 4.2282 2021-01-29 07:05:06,772 - mmaction - INFO - Epoch [8][880/3757] lr: 1.000e-02, eta: 2 days, 5:44:26, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6789, loss_cls: 2.5781, loss: 2.5781, grad_norm: 4.4137 2021-01-29 07:05:11,991 - mmaction - INFO - Epoch [8][900/3757] lr: 1.000e-02, eta: 2 days, 5:43:00, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6758, loss_cls: 2.5456, loss: 2.5456, grad_norm: 4.3471 2021-01-29 07:05:17,216 - mmaction - INFO - Epoch [8][920/3757] lr: 1.000e-02, eta: 2 days, 5:41:33, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6734, loss_cls: 2.5983, loss: 2.5983, grad_norm: 4.3293 2021-01-29 07:05:22,372 - mmaction - INFO - Epoch [8][940/3757] lr: 1.000e-02, eta: 2 days, 5:40:06, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6461, loss_cls: 2.7141, loss: 2.7141, grad_norm: 4.3531 2021-01-29 07:05:27,365 - mmaction - INFO - Epoch [8][960/3757] lr: 1.000e-02, eta: 2 days, 5:38:37, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6438, loss_cls: 2.7092, loss: 2.7092, grad_norm: 4.2932 2021-01-29 07:05:32,736 - mmaction - INFO - Epoch [8][980/3757] lr: 1.000e-02, eta: 2 days, 5:37:13, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6508, loss_cls: 2.6160, loss: 2.6160, grad_norm: 4.4623 2021-01-29 07:05:38,929 - mmaction - INFO - Epoch [8][1000/3757] lr: 1.000e-02, eta: 2 days, 5:36:00, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6695, loss_cls: 2.5636, loss: 2.5636, grad_norm: 4.6026 2021-01-29 07:05:43,859 - mmaction - INFO - Epoch [8][1020/3757] lr: 1.000e-02, eta: 2 days, 5:34:31, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.3961, top5_acc: 0.6844, loss_cls: 2.5841, loss: 2.5841, grad_norm: 4.5337 2021-01-29 07:05:49,141 - mmaction - INFO - Epoch [8][1040/3757] lr: 1.000e-02, eta: 2 days, 5:33:06, time: 0.264, data_time: 0.004, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6516, loss_cls: 2.6461, loss: 2.6461, grad_norm: 4.0911 2021-01-29 07:05:54,814 - mmaction - INFO - Epoch [8][1060/3757] lr: 1.000e-02, eta: 2 days, 5:31:46, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6672, loss_cls: 2.6354, loss: 2.6354, grad_norm: 4.3485 2021-01-29 07:06:00,178 - mmaction - INFO - Epoch [8][1080/3757] lr: 1.000e-02, eta: 2 days, 5:30:22, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.3898, top5_acc: 0.6648, loss_cls: 2.6438, loss: 2.6438, grad_norm: 4.5385 2021-01-29 07:06:06,273 - mmaction - INFO - Epoch [8][1100/3757] lr: 1.000e-02, eta: 2 days, 5:29:08, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6711, loss_cls: 2.6257, loss: 2.6257, grad_norm: 4.5250 2021-01-29 07:06:11,948 - mmaction - INFO - Epoch [8][1120/3757] lr: 1.000e-02, eta: 2 days, 5:27:49, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6805, loss_cls: 2.5450, loss: 2.5450, grad_norm: 4.2755 2021-01-29 07:06:17,209 - mmaction - INFO - Epoch [8][1140/3757] lr: 1.000e-02, eta: 2 days, 5:26:24, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.3961, top5_acc: 0.6234, loss_cls: 2.7748, loss: 2.7748, grad_norm: 4.1405 2021-01-29 07:06:22,366 - mmaction - INFO - Epoch [8][1160/3757] lr: 1.000e-02, eta: 2 days, 5:24:58, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6609, loss_cls: 2.6724, loss: 2.6724, grad_norm: 4.1849 2021-01-29 07:06:27,807 - mmaction - INFO - Epoch [8][1180/3757] lr: 1.000e-02, eta: 2 days, 5:23:36, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.3883, top5_acc: 0.6617, loss_cls: 2.6948, loss: 2.6948, grad_norm: 4.3798 2021-01-29 07:06:32,944 - mmaction - INFO - Epoch [8][1200/3757] lr: 1.000e-02, eta: 2 days, 5:22:11, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6586, loss_cls: 2.6673, loss: 2.6673, grad_norm: 4.2439 2021-01-29 07:06:39,278 - mmaction - INFO - Epoch [8][1220/3757] lr: 1.000e-02, eta: 2 days, 5:21:00, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6523, loss_cls: 2.6383, loss: 2.6383, grad_norm: 4.3385 2021-01-29 07:06:45,689 - mmaction - INFO - Epoch [8][1240/3757] lr: 1.000e-02, eta: 2 days, 5:19:50, time: 0.321, data_time: 0.003, memory: 3385, top1_acc: 0.3852, top5_acc: 0.6602, loss_cls: 2.6612, loss: 2.6612, grad_norm: 4.2894 2021-01-29 07:06:51,118 - mmaction - INFO - Epoch [8][1260/3757] lr: 1.000e-02, eta: 2 days, 5:18:29, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6813, loss_cls: 2.6024, loss: 2.6024, grad_norm: 4.3449 2021-01-29 07:06:56,931 - mmaction - INFO - Epoch [8][1280/3757] lr: 1.000e-02, eta: 2 days, 5:17:12, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6562, loss_cls: 2.6794, loss: 2.6794, grad_norm: 4.1480 2021-01-29 07:07:02,568 - mmaction - INFO - Epoch [8][1300/3757] lr: 1.000e-02, eta: 2 days, 5:15:53, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6531, loss_cls: 2.7164, loss: 2.7164, grad_norm: 4.2465 2021-01-29 07:07:08,393 - mmaction - INFO - Epoch [8][1320/3757] lr: 1.000e-02, eta: 2 days, 5:14:37, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6719, loss_cls: 2.6109, loss: 2.6109, grad_norm: 4.2347 2021-01-29 07:07:13,644 - mmaction - INFO - Epoch [8][1340/3757] lr: 1.000e-02, eta: 2 days, 5:13:13, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.3898, top5_acc: 0.6586, loss_cls: 2.7013, loss: 2.7013, grad_norm: 4.3520 2021-01-29 07:07:19,092 - mmaction - INFO - Epoch [8][1360/3757] lr: 1.000e-02, eta: 2 days, 5:11:52, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6461, loss_cls: 2.6999, loss: 2.6999, grad_norm: 4.1504 2021-01-29 07:07:24,434 - mmaction - INFO - Epoch [8][1380/3757] lr: 1.000e-02, eta: 2 days, 5:10:30, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6656, loss_cls: 2.6149, loss: 2.6149, grad_norm: 4.2563 2021-01-29 07:07:30,237 - mmaction - INFO - Epoch [8][1400/3757] lr: 1.000e-02, eta: 2 days, 5:09:13, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6703, loss_cls: 2.6076, loss: 2.6076, grad_norm: 4.2798 2021-01-29 07:07:36,147 - mmaction - INFO - Epoch [8][1420/3757] lr: 1.000e-02, eta: 2 days, 5:07:59, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6578, loss_cls: 2.7045, loss: 2.7045, grad_norm: 4.3965 2021-01-29 07:07:41,413 - mmaction - INFO - Epoch [8][1440/3757] lr: 1.000e-02, eta: 2 days, 5:06:36, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6617, loss_cls: 2.5978, loss: 2.5978, grad_norm: 4.4045 2021-01-29 07:07:46,956 - mmaction - INFO - Epoch [8][1460/3757] lr: 1.000e-02, eta: 2 days, 5:05:17, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.3852, top5_acc: 0.6414, loss_cls: 2.7650, loss: 2.7650, grad_norm: 4.1486 2021-01-29 07:07:52,791 - mmaction - INFO - Epoch [8][1480/3757] lr: 1.000e-02, eta: 2 days, 5:04:01, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6453, loss_cls: 2.7181, loss: 2.7181, grad_norm: 4.2412 2021-01-29 07:07:58,677 - mmaction - INFO - Epoch [8][1500/3757] lr: 1.000e-02, eta: 2 days, 5:02:46, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.3836, top5_acc: 0.6469, loss_cls: 2.6691, loss: 2.6691, grad_norm: 4.2054 2021-01-29 07:08:03,685 - mmaction - INFO - Epoch [8][1520/3757] lr: 1.000e-02, eta: 2 days, 5:01:20, time: 0.249, data_time: 0.003, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6641, loss_cls: 2.5804, loss: 2.5804, grad_norm: 4.1886 2021-01-29 07:08:09,518 - mmaction - INFO - Epoch [8][1540/3757] lr: 1.000e-02, eta: 2 days, 5:00:05, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6484, loss_cls: 2.6595, loss: 2.6595, grad_norm: 4.2544 2021-01-29 07:08:14,644 - mmaction - INFO - Epoch [8][1560/3757] lr: 1.000e-02, eta: 2 days, 4:58:41, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.3898, top5_acc: 0.6750, loss_cls: 2.6319, loss: 2.6319, grad_norm: 4.3935 2021-01-29 07:08:20,964 - mmaction - INFO - Epoch [8][1580/3757] lr: 1.000e-02, eta: 2 days, 4:57:33, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6398, loss_cls: 2.6521, loss: 2.6521, grad_norm: 4.2136 2021-01-29 07:08:26,674 - mmaction - INFO - Epoch [8][1600/3757] lr: 1.000e-02, eta: 2 days, 4:56:16, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6687, loss_cls: 2.6308, loss: 2.6308, grad_norm: 4.3233 2021-01-29 07:08:32,162 - mmaction - INFO - Epoch [8][1620/3757] lr: 1.000e-02, eta: 2 days, 4:54:57, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6516, loss_cls: 2.6655, loss: 2.6655, grad_norm: 4.2443 2021-01-29 07:08:38,053 - mmaction - INFO - Epoch [8][1640/3757] lr: 1.000e-02, eta: 2 days, 4:53:43, time: 0.295, data_time: 0.005, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6054, loss: 2.6054, grad_norm: 4.3146 2021-01-29 07:08:43,419 - mmaction - INFO - Epoch [8][1660/3757] lr: 1.000e-02, eta: 2 days, 4:52:22, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6648, loss_cls: 2.6439, loss: 2.6439, grad_norm: 4.2631 2021-01-29 07:08:49,395 - mmaction - INFO - Epoch [8][1680/3757] lr: 1.000e-02, eta: 2 days, 4:51:10, time: 0.299, data_time: 0.005, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6750, loss_cls: 2.5621, loss: 2.5621, grad_norm: 4.3481 2021-01-29 07:08:55,734 - mmaction - INFO - Epoch [8][1700/3757] lr: 1.000e-02, eta: 2 days, 4:50:02, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.5025, loss: 2.5025, grad_norm: 4.2970 2021-01-29 07:09:00,935 - mmaction - INFO - Epoch [8][1720/3757] lr: 1.000e-02, eta: 2 days, 4:48:40, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.3898, top5_acc: 0.6469, loss_cls: 2.6734, loss: 2.6734, grad_norm: 4.3641 2021-01-29 07:09:06,526 - mmaction - INFO - Epoch [8][1740/3757] lr: 1.000e-02, eta: 2 days, 4:47:22, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6719, loss_cls: 2.6354, loss: 2.6354, grad_norm: 4.3802 2021-01-29 07:09:12,214 - mmaction - INFO - Epoch [8][1760/3757] lr: 1.000e-02, eta: 2 days, 4:46:06, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.3891, top5_acc: 0.6453, loss_cls: 2.6975, loss: 2.6975, grad_norm: 4.3226 2021-01-29 07:09:18,033 - mmaction - INFO - Epoch [8][1780/3757] lr: 1.000e-02, eta: 2 days, 4:44:52, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6453, loss_cls: 2.7013, loss: 2.7013, grad_norm: 4.3178 2021-01-29 07:09:23,958 - mmaction - INFO - Epoch [8][1800/3757] lr: 1.000e-02, eta: 2 days, 4:43:39, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4031, top5_acc: 0.6547, loss_cls: 2.6735, loss: 2.6735, grad_norm: 4.3558 2021-01-29 07:09:29,224 - mmaction - INFO - Epoch [8][1820/3757] lr: 1.000e-02, eta: 2 days, 4:42:19, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6273, loss_cls: 2.7249, loss: 2.7249, grad_norm: 4.1941 2021-01-29 07:09:34,802 - mmaction - INFO - Epoch [8][1840/3757] lr: 1.000e-02, eta: 2 days, 4:41:02, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6609, loss_cls: 2.7107, loss: 2.7107, grad_norm: 4.2816 2021-01-29 07:09:41,116 - mmaction - INFO - Epoch [8][1860/3757] lr: 1.000e-02, eta: 2 days, 4:39:54, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6578, loss_cls: 2.7128, loss: 2.7128, grad_norm: 4.1343 2021-01-29 07:09:47,238 - mmaction - INFO - Epoch [8][1880/3757] lr: 1.000e-02, eta: 2 days, 4:38:44, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6742, loss_cls: 2.5682, loss: 2.5682, grad_norm: 4.1739 2021-01-29 07:09:52,559 - mmaction - INFO - Epoch [8][1900/3757] lr: 1.000e-02, eta: 2 days, 4:37:24, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6633, loss_cls: 2.6166, loss: 2.6166, grad_norm: 4.2652 2021-01-29 07:09:57,951 - mmaction - INFO - Epoch [8][1920/3757] lr: 1.000e-02, eta: 2 days, 4:36:05, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6586, loss_cls: 2.6230, loss: 2.6230, grad_norm: 4.2405 2021-01-29 07:10:03,719 - mmaction - INFO - Epoch [8][1940/3757] lr: 1.000e-02, eta: 2 days, 4:34:52, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6641, loss_cls: 2.6111, loss: 2.6111, grad_norm: 4.2578 2021-01-29 07:10:09,173 - mmaction - INFO - Epoch [8][1960/3757] lr: 1.000e-02, eta: 2 days, 4:33:34, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6672, loss_cls: 2.6831, loss: 2.6831, grad_norm: 4.1509 2021-01-29 07:10:15,194 - mmaction - INFO - Epoch [8][1980/3757] lr: 1.000e-02, eta: 2 days, 4:32:23, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6469, loss_cls: 2.6554, loss: 2.6554, grad_norm: 4.2332 2021-01-29 07:10:21,294 - mmaction - INFO - Epoch [8][2000/3757] lr: 1.000e-02, eta: 2 days, 4:31:13, time: 0.305, data_time: 0.004, memory: 3385, top1_acc: 0.3961, top5_acc: 0.6492, loss_cls: 2.6813, loss: 2.6813, grad_norm: 4.2517 2021-01-29 07:10:26,917 - mmaction - INFO - Epoch [8][2020/3757] lr: 1.000e-02, eta: 2 days, 4:29:58, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6398, loss_cls: 2.7212, loss: 2.7212, grad_norm: 4.1503 2021-01-29 07:10:32,642 - mmaction - INFO - Epoch [8][2040/3757] lr: 1.000e-02, eta: 2 days, 4:28:44, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.3852, top5_acc: 0.6586, loss_cls: 2.7001, loss: 2.7001, grad_norm: 4.2127 2021-01-29 07:10:38,222 - mmaction - INFO - Epoch [8][2060/3757] lr: 1.000e-02, eta: 2 days, 4:27:28, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6406, loss_cls: 2.7319, loss: 2.7319, grad_norm: 4.4033 2021-01-29 07:10:43,885 - mmaction - INFO - Epoch [8][2080/3757] lr: 1.000e-02, eta: 2 days, 4:26:13, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6641, loss_cls: 2.5985, loss: 2.5985, grad_norm: 4.6902 2021-01-29 07:10:49,768 - mmaction - INFO - Epoch [8][2100/3757] lr: 1.000e-02, eta: 2 days, 4:25:01, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.3688, top5_acc: 0.6352, loss_cls: 2.8169, loss: 2.8169, grad_norm: 5.4050 2021-01-29 07:10:55,545 - mmaction - INFO - Epoch [8][2120/3757] lr: 1.000e-02, eta: 2 days, 4:23:48, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4000, top5_acc: 0.6539, loss_cls: 2.7157, loss: 2.7157, grad_norm: 4.4278 2021-01-29 07:11:01,647 - mmaction - INFO - Epoch [8][2140/3757] lr: 1.000e-02, eta: 2 days, 4:22:39, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.5751, loss: 2.5751, grad_norm: 4.4160 2021-01-29 07:11:06,938 - mmaction - INFO - Epoch [8][2160/3757] lr: 1.000e-02, eta: 2 days, 4:21:21, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.3930, top5_acc: 0.6656, loss_cls: 2.6695, loss: 2.6695, grad_norm: 4.2171 2021-01-29 07:11:12,494 - mmaction - INFO - Epoch [8][2180/3757] lr: 1.000e-02, eta: 2 days, 4:20:05, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6586, loss_cls: 2.6670, loss: 2.6670, grad_norm: 4.1721 2021-01-29 07:11:18,136 - mmaction - INFO - Epoch [8][2200/3757] lr: 1.000e-02, eta: 2 days, 4:18:51, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6578, loss_cls: 2.6363, loss: 2.6363, grad_norm: 4.4050 2021-01-29 07:11:23,593 - mmaction - INFO - Epoch [8][2220/3757] lr: 1.000e-02, eta: 2 days, 4:17:34, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6391, loss_cls: 2.6959, loss: 2.6959, grad_norm: 4.1618 2021-01-29 07:11:29,521 - mmaction - INFO - Epoch [8][2240/3757] lr: 1.000e-02, eta: 2 days, 4:16:24, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6438, loss_cls: 2.6923, loss: 2.6923, grad_norm: 4.1657 2021-01-29 07:11:35,553 - mmaction - INFO - Epoch [8][2260/3757] lr: 1.000e-02, eta: 2 days, 4:15:14, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6594, loss_cls: 2.6291, loss: 2.6291, grad_norm: 4.3010 2021-01-29 07:11:41,640 - mmaction - INFO - Epoch [8][2280/3757] lr: 1.000e-02, eta: 2 days, 4:14:06, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6547, loss_cls: 2.6519, loss: 2.6519, grad_norm: 4.2613 2021-01-29 07:11:46,721 - mmaction - INFO - Epoch [8][2300/3757] lr: 1.000e-02, eta: 2 days, 4:12:45, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6727, loss_cls: 2.5678, loss: 2.5678, grad_norm: 4.2837 2021-01-29 07:11:52,256 - mmaction - INFO - Epoch [8][2320/3757] lr: 1.000e-02, eta: 2 days, 4:11:30, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4016, top5_acc: 0.6523, loss_cls: 2.6708, loss: 2.6708, grad_norm: 4.2385 2021-01-29 07:11:58,276 - mmaction - INFO - Epoch [8][2340/3757] lr: 1.000e-02, eta: 2 days, 4:10:21, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4016, top5_acc: 0.6742, loss_cls: 2.5579, loss: 2.5579, grad_norm: 4.2649 2021-01-29 07:12:03,985 - mmaction - INFO - Epoch [8][2360/3757] lr: 1.000e-02, eta: 2 days, 4:09:08, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6492, loss_cls: 2.6872, loss: 2.6872, grad_norm: 4.6521 2021-01-29 07:12:09,654 - mmaction - INFO - Epoch [8][2380/3757] lr: 1.000e-02, eta: 2 days, 4:07:55, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.3742, top5_acc: 0.6352, loss_cls: 2.7494, loss: 2.7494, grad_norm: 4.1350 2021-01-29 07:12:15,612 - mmaction - INFO - Epoch [8][2400/3757] lr: 1.000e-02, eta: 2 days, 4:06:45, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.6907, loss: 2.6907, grad_norm: 4.3285 2021-01-29 07:12:21,197 - mmaction - INFO - Epoch [8][2420/3757] lr: 1.000e-02, eta: 2 days, 4:05:32, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4016, top5_acc: 0.6531, loss_cls: 2.6768, loss: 2.6768, grad_norm: 4.0494 2021-01-29 07:12:27,354 - mmaction - INFO - Epoch [8][2440/3757] lr: 1.000e-02, eta: 2 days, 4:04:25, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6734, loss_cls: 2.5920, loss: 2.5920, grad_norm: 4.2956 2021-01-29 07:12:32,387 - mmaction - INFO - Epoch [8][2460/3757] lr: 1.000e-02, eta: 2 days, 4:03:04, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6898, loss_cls: 2.5469, loss: 2.5469, grad_norm: 4.2838 2021-01-29 07:12:38,384 - mmaction - INFO - Epoch [8][2480/3757] lr: 1.000e-02, eta: 2 days, 4:01:55, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6492, loss_cls: 2.6370, loss: 2.6370, grad_norm: 4.2524 2021-01-29 07:12:44,043 - mmaction - INFO - Epoch [8][2500/3757] lr: 1.000e-02, eta: 2 days, 4:00:43, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.3891, top5_acc: 0.6562, loss_cls: 2.7522, loss: 2.7522, grad_norm: 4.3210 2021-01-29 07:12:49,572 - mmaction - INFO - Epoch [8][2520/3757] lr: 1.000e-02, eta: 2 days, 3:59:29, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.4008, top5_acc: 0.6539, loss_cls: 2.6754, loss: 2.6754, grad_norm: 4.2746 2021-01-29 07:12:55,515 - mmaction - INFO - Epoch [8][2540/3757] lr: 1.000e-02, eta: 2 days, 3:58:19, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6438, loss_cls: 2.7516, loss: 2.7516, grad_norm: 4.3176 2021-01-29 07:13:00,847 - mmaction - INFO - Epoch [8][2560/3757] lr: 1.000e-02, eta: 2 days, 3:57:03, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.3867, top5_acc: 0.6492, loss_cls: 2.7000, loss: 2.7000, grad_norm: 4.4405 2021-01-29 07:13:06,982 - mmaction - INFO - Epoch [8][2580/3757] lr: 1.000e-02, eta: 2 days, 3:55:56, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4000, top5_acc: 0.6445, loss_cls: 2.6690, loss: 2.6690, grad_norm: 4.1493 2021-01-29 07:13:12,044 - mmaction - INFO - Epoch [8][2600/3757] lr: 1.000e-02, eta: 2 days, 3:54:37, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6539, loss_cls: 2.6070, loss: 2.6070, grad_norm: 4.4183 2021-01-29 07:13:17,945 - mmaction - INFO - Epoch [8][2620/3757] lr: 1.000e-02, eta: 2 days, 3:53:28, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6617, loss_cls: 2.5641, loss: 2.5641, grad_norm: 4.4197 2021-01-29 07:13:23,773 - mmaction - INFO - Epoch [8][2640/3757] lr: 1.000e-02, eta: 2 days, 3:52:18, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.3937, top5_acc: 0.6711, loss_cls: 2.6304, loss: 2.6304, grad_norm: 4.4831 2021-01-29 07:13:29,330 - mmaction - INFO - Epoch [8][2660/3757] lr: 1.000e-02, eta: 2 days, 3:51:04, time: 0.278, data_time: 0.000, memory: 3385, top1_acc: 0.3937, top5_acc: 0.6555, loss_cls: 2.7037, loss: 2.7037, grad_norm: 4.3821 2021-01-29 07:13:35,258 - mmaction - INFO - Epoch [8][2680/3757] lr: 1.000e-02, eta: 2 days, 3:49:56, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.3961, top5_acc: 0.6578, loss_cls: 2.6579, loss: 2.6579, grad_norm: 4.1984 2021-01-29 07:13:41,218 - mmaction - INFO - Epoch [8][2700/3757] lr: 1.000e-02, eta: 2 days, 3:48:48, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.6132, loss: 2.6132, grad_norm: 4.1963 2021-01-29 07:13:46,732 - mmaction - INFO - Epoch [8][2720/3757] lr: 1.000e-02, eta: 2 days, 3:47:34, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.3930, top5_acc: 0.6539, loss_cls: 2.6504, loss: 2.6504, grad_norm: 4.2830 2021-01-29 07:13:52,688 - mmaction - INFO - Epoch [8][2740/3757] lr: 1.000e-02, eta: 2 days, 3:46:26, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6508, loss_cls: 2.6545, loss: 2.6545, grad_norm: 4.1597 2021-01-29 07:13:58,550 - mmaction - INFO - Epoch [8][2760/3757] lr: 1.000e-02, eta: 2 days, 3:45:17, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.3742, top5_acc: 0.6234, loss_cls: 2.7801, loss: 2.7801, grad_norm: 4.0916 2021-01-29 07:14:04,552 - mmaction - INFO - Epoch [8][2780/3757] lr: 1.000e-02, eta: 2 days, 3:44:10, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.3844, top5_acc: 0.6445, loss_cls: 2.6757, loss: 2.6757, grad_norm: 4.1725 2021-01-29 07:14:10,274 - mmaction - INFO - Epoch [8][2800/3757] lr: 1.000e-02, eta: 2 days, 3:42:59, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6508, loss_cls: 2.6562, loss: 2.6562, grad_norm: 4.1658 2021-01-29 07:14:16,526 - mmaction - INFO - Epoch [8][2820/3757] lr: 1.000e-02, eta: 2 days, 3:41:55, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6883, loss_cls: 2.5174, loss: 2.5174, grad_norm: 4.1874 2021-01-29 07:14:21,769 - mmaction - INFO - Epoch [8][2840/3757] lr: 1.000e-02, eta: 2 days, 3:40:39, time: 0.263, data_time: 0.004, memory: 3385, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.7804, loss: 2.7804, grad_norm: 5.3190 2021-01-29 07:14:27,104 - mmaction - INFO - Epoch [8][2860/3757] lr: 1.000e-02, eta: 2 days, 3:39:24, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.3859, top5_acc: 0.6555, loss_cls: 2.7558, loss: 2.7558, grad_norm: 4.2475 2021-01-29 07:14:33,832 - mmaction - INFO - Epoch [8][2880/3757] lr: 1.000e-02, eta: 2 days, 3:38:26, time: 0.336, data_time: 0.002, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6398, loss_cls: 2.7275, loss: 2.7275, grad_norm: 4.2850 2021-01-29 07:14:39,111 - mmaction - INFO - Epoch [8][2900/3757] lr: 1.000e-02, eta: 2 days, 3:37:10, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6758, loss_cls: 2.5865, loss: 2.5865, grad_norm: 4.3463 2021-01-29 07:14:44,854 - mmaction - INFO - Epoch [8][2920/3757] lr: 1.000e-02, eta: 2 days, 3:36:00, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4227, top5_acc: 0.6547, loss_cls: 2.5855, loss: 2.5855, grad_norm: 4.2217 2021-01-29 07:14:50,642 - mmaction - INFO - Epoch [8][2940/3757] lr: 1.000e-02, eta: 2 days, 3:34:51, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6555, loss_cls: 2.5945, loss: 2.5945, grad_norm: 4.2198 2021-01-29 07:14:56,181 - mmaction - INFO - Epoch [8][2960/3757] lr: 1.000e-02, eta: 2 days, 3:33:39, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.3883, top5_acc: 0.6398, loss_cls: 2.6985, loss: 2.6985, grad_norm: 4.2689 2021-01-29 07:15:01,930 - mmaction - INFO - Epoch [8][2980/3757] lr: 1.000e-02, eta: 2 days, 3:32:30, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4008, top5_acc: 0.6586, loss_cls: 2.6673, loss: 2.6673, grad_norm: 4.1898 2021-01-29 07:15:07,835 - mmaction - INFO - Epoch [8][3000/3757] lr: 1.000e-02, eta: 2 days, 3:31:22, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.3836, top5_acc: 0.6430, loss_cls: 2.7527, loss: 2.7527, grad_norm: 4.2495 2021-01-29 07:15:13,383 - mmaction - INFO - Epoch [8][3020/3757] lr: 1.000e-02, eta: 2 days, 3:30:10, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4016, top5_acc: 0.6828, loss_cls: 2.6489, loss: 2.6489, grad_norm: 4.2768 2021-01-29 07:15:19,561 - mmaction - INFO - Epoch [8][3040/3757] lr: 1.000e-02, eta: 2 days, 3:29:06, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6781, loss_cls: 2.5547, loss: 2.5547, grad_norm: 4.2633 2021-01-29 07:15:25,088 - mmaction - INFO - Epoch [8][3060/3757] lr: 1.000e-02, eta: 2 days, 3:27:54, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.3953, top5_acc: 0.6453, loss_cls: 2.7561, loss: 2.7561, grad_norm: 4.1109 2021-01-29 07:15:31,030 - mmaction - INFO - Epoch [8][3080/3757] lr: 1.000e-02, eta: 2 days, 3:26:48, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6695, loss_cls: 2.6391, loss: 2.6391, grad_norm: 4.2180 2021-01-29 07:15:36,702 - mmaction - INFO - Epoch [8][3100/3757] lr: 1.000e-02, eta: 2 days, 3:25:38, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6352, loss_cls: 2.7654, loss: 2.7654, grad_norm: 4.1995 2021-01-29 07:15:42,065 - mmaction - INFO - Epoch [8][3120/3757] lr: 1.000e-02, eta: 2 days, 3:24:24, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.5642, loss: 2.5642, grad_norm: 4.2212 2021-01-29 07:15:47,422 - mmaction - INFO - Epoch [8][3140/3757] lr: 1.000e-02, eta: 2 days, 3:23:11, time: 0.268, data_time: 0.004, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6672, loss_cls: 2.5508, loss: 2.5508, grad_norm: 4.1177 2021-01-29 07:15:52,951 - mmaction - INFO - Epoch [8][3160/3757] lr: 1.000e-02, eta: 2 days, 3:22:00, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.3937, top5_acc: 0.6578, loss_cls: 2.6550, loss: 2.6550, grad_norm: 4.2167 2021-01-29 07:15:58,478 - mmaction - INFO - Epoch [8][3180/3757] lr: 1.000e-02, eta: 2 days, 3:20:48, time: 0.276, data_time: 0.004, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6680, loss_cls: 2.5705, loss: 2.5705, grad_norm: 4.2219 2021-01-29 07:16:04,528 - mmaction - INFO - Epoch [8][3200/3757] lr: 1.000e-02, eta: 2 days, 3:19:43, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6414, loss: 2.6414, grad_norm: 4.1962 2021-01-29 07:16:10,329 - mmaction - INFO - Epoch [8][3220/3757] lr: 1.000e-02, eta: 2 days, 3:18:36, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6430, loss_cls: 2.6894, loss: 2.6894, grad_norm: 4.3261 2021-01-29 07:16:15,566 - mmaction - INFO - Epoch [8][3240/3757] lr: 1.000e-02, eta: 2 days, 3:17:21, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6617, loss_cls: 2.5956, loss: 2.5956, grad_norm: 4.2756 2021-01-29 07:16:21,527 - mmaction - INFO - Epoch [8][3260/3757] lr: 1.000e-02, eta: 2 days, 3:16:15, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6523, loss_cls: 2.6592, loss: 2.6592, grad_norm: 4.2606 2021-01-29 07:16:27,336 - mmaction - INFO - Epoch [8][3280/3757] lr: 1.000e-02, eta: 2 days, 3:15:08, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6562, loss_cls: 2.6723, loss: 2.6723, grad_norm: 4.1967 2021-01-29 07:16:32,256 - mmaction - INFO - Epoch [8][3300/3757] lr: 1.000e-02, eta: 2 days, 3:13:50, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6586, loss_cls: 2.6192, loss: 2.6192, grad_norm: 4.1775 2021-01-29 07:16:38,195 - mmaction - INFO - Epoch [8][3320/3757] lr: 1.000e-02, eta: 2 days, 3:12:44, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6680, loss_cls: 2.5586, loss: 2.5586, grad_norm: 4.2981 2021-01-29 07:16:44,017 - mmaction - INFO - Epoch [8][3340/3757] lr: 1.000e-02, eta: 2 days, 3:11:37, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6687, loss_cls: 2.5890, loss: 2.5890, grad_norm: 4.2544 2021-01-29 07:16:49,626 - mmaction - INFO - Epoch [8][3360/3757] lr: 1.000e-02, eta: 2 days, 3:10:28, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6789, loss_cls: 2.5913, loss: 2.5913, grad_norm: 4.4451 2021-01-29 07:16:55,137 - mmaction - INFO - Epoch [8][3380/3757] lr: 1.000e-02, eta: 2 days, 3:09:17, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6578, loss_cls: 2.6593, loss: 2.6593, grad_norm: 4.1171 2021-01-29 07:17:00,732 - mmaction - INFO - Epoch [8][3400/3757] lr: 1.000e-02, eta: 2 days, 3:08:08, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6602, loss_cls: 2.5825, loss: 2.5825, grad_norm: 4.2307 2021-01-29 07:17:06,510 - mmaction - INFO - Epoch [8][3420/3757] lr: 1.000e-02, eta: 2 days, 3:07:01, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6609, loss_cls: 2.6790, loss: 2.6790, grad_norm: 4.2278 2021-01-29 07:17:11,890 - mmaction - INFO - Epoch [8][3440/3757] lr: 1.000e-02, eta: 2 days, 3:05:49, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6727, loss_cls: 2.6108, loss: 2.6108, grad_norm: 4.0878 2021-01-29 07:17:17,224 - mmaction - INFO - Epoch [8][3460/3757] lr: 1.000e-02, eta: 2 days, 3:04:36, time: 0.266, data_time: 0.004, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6820, loss_cls: 2.5124, loss: 2.5124, grad_norm: 4.2272 2021-01-29 07:17:22,506 - mmaction - INFO - Epoch [8][3480/3757] lr: 1.000e-02, eta: 2 days, 3:03:24, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.3898, top5_acc: 0.6555, loss_cls: 2.6807, loss: 2.6807, grad_norm: 4.2626 2021-01-29 07:17:28,532 - mmaction - INFO - Epoch [8][3500/3757] lr: 1.000e-02, eta: 2 days, 3:02:20, time: 0.301, data_time: 0.004, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6711, loss_cls: 2.6132, loss: 2.6132, grad_norm: 4.1811 2021-01-29 07:17:34,280 - mmaction - INFO - Epoch [8][3520/3757] lr: 1.000e-02, eta: 2 days, 3:01:13, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.3859, top5_acc: 0.6555, loss_cls: 2.6815, loss: 2.6815, grad_norm: 4.3253 2021-01-29 07:17:40,142 - mmaction - INFO - Epoch [8][3540/3757] lr: 1.000e-02, eta: 2 days, 3:00:07, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6594, loss_cls: 2.6227, loss: 2.6227, grad_norm: 4.2426 2021-01-29 07:17:45,725 - mmaction - INFO - Epoch [8][3560/3757] lr: 1.000e-02, eta: 2 days, 2:58:58, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4016, top5_acc: 0.6625, loss_cls: 2.6453, loss: 2.6453, grad_norm: 4.0321 2021-01-29 07:17:51,708 - mmaction - INFO - Epoch [8][3580/3757] lr: 1.000e-02, eta: 2 days, 2:57:54, time: 0.299, data_time: 0.004, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6773, loss_cls: 2.5623, loss: 2.5623, grad_norm: 4.1598 2021-01-29 07:17:57,630 - mmaction - INFO - Epoch [8][3600/3757] lr: 1.000e-02, eta: 2 days, 2:56:49, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6602, loss_cls: 2.6662, loss: 2.6662, grad_norm: 4.1431 2021-01-29 07:18:03,722 - mmaction - INFO - Epoch [8][3620/3757] lr: 1.000e-02, eta: 2 days, 2:55:46, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6703, loss_cls: 2.5732, loss: 2.5732, grad_norm: 4.1171 2021-01-29 07:18:09,868 - mmaction - INFO - Epoch [8][3640/3757] lr: 1.000e-02, eta: 2 days, 2:54:44, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6687, loss_cls: 2.6673, loss: 2.6673, grad_norm: 4.2682 2021-01-29 07:18:15,364 - mmaction - INFO - Epoch [8][3660/3757] lr: 1.000e-02, eta: 2 days, 2:53:34, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4125, top5_acc: 0.6578, loss_cls: 2.6184, loss: 2.6184, grad_norm: 4.1703 2021-01-29 07:18:20,815 - mmaction - INFO - Epoch [8][3680/3757] lr: 1.000e-02, eta: 2 days, 2:52:24, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6672, loss_cls: 2.6261, loss: 2.6261, grad_norm: 4.1556 2021-01-29 07:18:26,441 - mmaction - INFO - Epoch [8][3700/3757] lr: 1.000e-02, eta: 2 days, 2:51:16, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6602, loss_cls: 2.5791, loss: 2.5791, grad_norm: 4.1674 2021-01-29 07:18:31,711 - mmaction - INFO - Epoch [8][3720/3757] lr: 1.000e-02, eta: 2 days, 2:50:05, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4031, top5_acc: 0.6547, loss_cls: 2.6668, loss: 2.6668, grad_norm: 4.0963 2021-01-29 07:18:37,177 - mmaction - INFO - Epoch [8][3740/3757] lr: 1.000e-02, eta: 2 days, 2:48:55, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6711, loss_cls: 2.5950, loss: 2.5950, grad_norm: 4.2516 2021-01-29 07:19:05,260 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-01-29 07:34:00,897 - mmaction - INFO - Epoch [9][20/3757] lr: 1.000e-02, eta: 2 days, 5:36:01, time: 44.689, data_time: 43.972, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.5842, loss: 2.5842, grad_norm: 4.2558 2021-01-29 07:34:05,117 - mmaction - INFO - Epoch [9][40/3757] lr: 1.000e-02, eta: 2 days, 5:34:47, time: 0.284, data_time: 0.075, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6672, loss_cls: 2.6417, loss: 2.6417, grad_norm: 4.3699 2021-01-29 07:34:09,260 - mmaction - INFO - Epoch [9][60/3757] lr: 1.000e-02, eta: 2 days, 5:33:16, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6602, loss_cls: 2.5807, loss: 2.5807, grad_norm: 4.1421 2021-01-29 07:34:13,394 - mmaction - INFO - Epoch [9][80/3757] lr: 1.000e-02, eta: 2 days, 5:31:44, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4453, top5_acc: 0.6852, loss_cls: 2.5049, loss: 2.5049, grad_norm: 4.3081 2021-01-29 07:34:17,604 - mmaction - INFO - Epoch [9][100/3757] lr: 1.000e-02, eta: 2 days, 5:30:13, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.4031, top5_acc: 0.6719, loss_cls: 2.6291, loss: 2.6291, grad_norm: 4.2237 2021-01-29 07:34:21,842 - mmaction - INFO - Epoch [9][120/3757] lr: 1.000e-02, eta: 2 days, 5:28:43, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6648, loss_cls: 2.5895, loss: 2.5895, grad_norm: 4.2296 2021-01-29 07:34:25,974 - mmaction - INFO - Epoch [9][140/3757] lr: 1.000e-02, eta: 2 days, 5:27:11, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6656, loss_cls: 2.6192, loss: 2.6192, grad_norm: 4.1899 2021-01-29 07:34:30,200 - mmaction - INFO - Epoch [9][160/3757] lr: 1.000e-02, eta: 2 days, 5:25:41, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6664, loss_cls: 2.6767, loss: 2.6767, grad_norm: 4.3369 2021-01-29 07:34:34,499 - mmaction - INFO - Epoch [9][180/3757] lr: 1.000e-02, eta: 2 days, 5:24:12, time: 0.216, data_time: 0.005, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6602, loss_cls: 2.6431, loss: 2.6431, grad_norm: 4.2453 2021-01-29 07:34:38,684 - mmaction - INFO - Epoch [9][200/3757] lr: 1.000e-02, eta: 2 days, 5:22:42, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6805, loss_cls: 2.5595, loss: 2.5595, grad_norm: 4.2110 2021-01-29 07:34:42,976 - mmaction - INFO - Epoch [9][220/3757] lr: 1.000e-02, eta: 2 days, 5:21:13, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6930, loss_cls: 2.4650, loss: 2.4650, grad_norm: 4.3454 2021-01-29 07:34:47,156 - mmaction - INFO - Epoch [9][240/3757] lr: 1.000e-02, eta: 2 days, 5:19:42, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6891, loss_cls: 2.5471, loss: 2.5471, grad_norm: 4.1208 2021-01-29 07:34:51,386 - mmaction - INFO - Epoch [9][260/3757] lr: 1.000e-02, eta: 2 days, 5:18:13, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6578, loss_cls: 2.6506, loss: 2.6506, grad_norm: 4.1822 2021-01-29 07:34:55,586 - mmaction - INFO - Epoch [9][280/3757] lr: 1.000e-02, eta: 2 days, 5:16:43, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6867, loss_cls: 2.5673, loss: 2.5673, grad_norm: 4.2723 2021-01-29 07:34:59,724 - mmaction - INFO - Epoch [9][300/3757] lr: 1.000e-02, eta: 2 days, 5:15:12, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.6875, loss_cls: 2.4696, loss: 2.4696, grad_norm: 4.2746 2021-01-29 07:35:04,068 - mmaction - INFO - Epoch [9][320/3757] lr: 1.000e-02, eta: 2 days, 5:13:44, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6617, loss_cls: 2.6327, loss: 2.6327, grad_norm: 4.2706 2021-01-29 07:35:08,358 - mmaction - INFO - Epoch [9][340/3757] lr: 1.000e-02, eta: 2 days, 5:12:16, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6836, loss_cls: 2.4935, loss: 2.4935, grad_norm: 4.3644 2021-01-29 07:35:12,607 - mmaction - INFO - Epoch [9][360/3757] lr: 1.000e-02, eta: 2 days, 5:10:47, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6438, loss_cls: 2.6929, loss: 2.6929, grad_norm: 4.0410 2021-01-29 07:35:16,826 - mmaction - INFO - Epoch [9][380/3757] lr: 1.000e-02, eta: 2 days, 5:09:18, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6805, loss_cls: 2.5123, loss: 2.5123, grad_norm: 4.3124 2021-01-29 07:35:21,130 - mmaction - INFO - Epoch [9][400/3757] lr: 1.000e-02, eta: 2 days, 5:07:50, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.3797, top5_acc: 0.6516, loss_cls: 2.6885, loss: 2.6885, grad_norm: 4.3702 2021-01-29 07:35:25,417 - mmaction - INFO - Epoch [9][420/3757] lr: 1.000e-02, eta: 2 days, 5:06:22, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6578, loss_cls: 2.6312, loss: 2.6312, grad_norm: 4.4028 2021-01-29 07:35:29,725 - mmaction - INFO - Epoch [9][440/3757] lr: 1.000e-02, eta: 2 days, 5:04:55, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6664, loss_cls: 2.6399, loss: 2.6399, grad_norm: 4.2806 2021-01-29 07:35:34,231 - mmaction - INFO - Epoch [9][460/3757] lr: 1.000e-02, eta: 2 days, 5:03:29, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6664, loss_cls: 2.5820, loss: 2.5820, grad_norm: 4.1634 2021-01-29 07:35:38,658 - mmaction - INFO - Epoch [9][480/3757] lr: 1.000e-02, eta: 2 days, 5:02:03, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6852, loss_cls: 2.5535, loss: 2.5535, grad_norm: 4.1643 2021-01-29 07:35:43,039 - mmaction - INFO - Epoch [9][500/3757] lr: 1.000e-02, eta: 2 days, 5:00:37, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6648, loss_cls: 2.6766, loss: 2.6766, grad_norm: 4.2156 2021-01-29 07:35:47,762 - mmaction - INFO - Epoch [9][520/3757] lr: 1.000e-02, eta: 2 days, 4:59:14, time: 0.236, data_time: 0.002, memory: 3385, top1_acc: 0.3961, top5_acc: 0.6672, loss_cls: 2.6480, loss: 2.6480, grad_norm: 4.3941 2021-01-29 07:35:52,597 - mmaction - INFO - Epoch [9][540/3757] lr: 1.000e-02, eta: 2 days, 4:57:53, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6711, loss_cls: 2.5548, loss: 2.5548, grad_norm: 4.2870 2021-01-29 07:35:56,985 - mmaction - INFO - Epoch [9][560/3757] lr: 1.000e-02, eta: 2 days, 4:56:27, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.4016, top5_acc: 0.6594, loss_cls: 2.6653, loss: 2.6653, grad_norm: 4.3551 2021-01-29 07:36:01,834 - mmaction - INFO - Epoch [9][580/3757] lr: 1.000e-02, eta: 2 days, 4:55:06, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6781, loss_cls: 2.5756, loss: 2.5756, grad_norm: 4.2516 2021-01-29 07:36:06,369 - mmaction - INFO - Epoch [9][600/3757] lr: 1.000e-02, eta: 2 days, 4:53:41, time: 0.226, data_time: 0.003, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6617, loss_cls: 2.5775, loss: 2.5775, grad_norm: 4.2519 2021-01-29 07:36:10,867 - mmaction - INFO - Epoch [9][620/3757] lr: 1.000e-02, eta: 2 days, 4:52:17, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6586, loss_cls: 2.6111, loss: 2.6111, grad_norm: 4.2812 2021-01-29 07:36:15,634 - mmaction - INFO - Epoch [9][640/3757] lr: 1.000e-02, eta: 2 days, 4:50:56, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6828, loss_cls: 2.5571, loss: 2.5571, grad_norm: 4.3157 2021-01-29 07:36:20,850 - mmaction - INFO - Epoch [9][660/3757] lr: 1.000e-02, eta: 2 days, 4:49:39, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6555, loss_cls: 2.7040, loss: 2.7040, grad_norm: 4.2237 2021-01-29 07:36:26,109 - mmaction - INFO - Epoch [9][680/3757] lr: 1.000e-02, eta: 2 days, 4:48:23, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6641, loss_cls: 2.6193, loss: 2.6193, grad_norm: 4.3736 2021-01-29 07:36:30,751 - mmaction - INFO - Epoch [9][700/3757] lr: 1.000e-02, eta: 2 days, 4:47:01, time: 0.232, data_time: 0.008, memory: 3385, top1_acc: 0.4008, top5_acc: 0.6742, loss_cls: 2.6304, loss: 2.6304, grad_norm: 4.2997 2021-01-29 07:36:36,329 - mmaction - INFO - Epoch [9][720/3757] lr: 1.000e-02, eta: 2 days, 4:45:49, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6766, loss_cls: 2.5654, loss: 2.5654, grad_norm: 4.1702 2021-01-29 07:36:40,919 - mmaction - INFO - Epoch [9][740/3757] lr: 1.000e-02, eta: 2 days, 4:44:26, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.4031, top5_acc: 0.6578, loss_cls: 2.6439, loss: 2.6439, grad_norm: 4.3261 2021-01-29 07:36:45,769 - mmaction - INFO - Epoch [9][760/3757] lr: 1.000e-02, eta: 2 days, 4:43:06, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6664, loss_cls: 2.6257, loss: 2.6257, grad_norm: 4.2011 2021-01-29 07:36:50,783 - mmaction - INFO - Epoch [9][780/3757] lr: 1.000e-02, eta: 2 days, 4:41:48, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6781, loss_cls: 2.5815, loss: 2.5815, grad_norm: 4.1809 2021-01-29 07:36:56,412 - mmaction - INFO - Epoch [9][800/3757] lr: 1.000e-02, eta: 2 days, 4:40:37, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.5852, loss: 2.5852, grad_norm: 4.1103 2021-01-29 07:37:01,291 - mmaction - INFO - Epoch [9][820/3757] lr: 1.000e-02, eta: 2 days, 4:39:18, time: 0.244, data_time: 0.004, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6617, loss_cls: 2.6041, loss: 2.6041, grad_norm: 4.2104 2021-01-29 07:37:06,996 - mmaction - INFO - Epoch [9][840/3757] lr: 1.000e-02, eta: 2 days, 4:38:07, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6766, loss_cls: 2.4894, loss: 2.4894, grad_norm: 4.3449 2021-01-29 07:37:12,109 - mmaction - INFO - Epoch [9][860/3757] lr: 1.000e-02, eta: 2 days, 4:36:51, time: 0.257, data_time: 0.004, memory: 3385, top1_acc: 0.3883, top5_acc: 0.6695, loss_cls: 2.6841, loss: 2.6841, grad_norm: 4.4442 2021-01-29 07:37:17,439 - mmaction - INFO - Epoch [9][880/3757] lr: 1.000e-02, eta: 2 days, 4:35:37, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6852, loss_cls: 2.5545, loss: 2.5545, grad_norm: 4.2935 2021-01-29 07:37:22,938 - mmaction - INFO - Epoch [9][900/3757] lr: 1.000e-02, eta: 2 days, 4:34:25, time: 0.275, data_time: 0.004, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6844, loss_cls: 2.6016, loss: 2.6016, grad_norm: 4.2889 2021-01-29 07:37:28,491 - mmaction - INFO - Epoch [9][920/3757] lr: 1.000e-02, eta: 2 days, 4:33:14, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.3914, top5_acc: 0.6609, loss_cls: 2.6204, loss: 2.6204, grad_norm: 4.0952 2021-01-29 07:37:34,107 - mmaction - INFO - Epoch [9][940/3757] lr: 1.000e-02, eta: 2 days, 4:32:03, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6547, loss_cls: 2.6287, loss: 2.6287, grad_norm: 4.2503 2021-01-29 07:37:39,280 - mmaction - INFO - Epoch [9][960/3757] lr: 1.000e-02, eta: 2 days, 4:30:47, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4227, top5_acc: 0.6773, loss_cls: 2.5466, loss: 2.5466, grad_norm: 4.2273 2021-01-29 07:37:44,322 - mmaction - INFO - Epoch [9][980/3757] lr: 1.000e-02, eta: 2 days, 4:29:31, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6813, loss_cls: 2.5542, loss: 2.5542, grad_norm: 4.1630 2021-01-29 07:37:49,646 - mmaction - INFO - Epoch [9][1000/3757] lr: 1.000e-02, eta: 2 days, 4:28:17, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6562, loss_cls: 2.6237, loss: 2.6237, grad_norm: 4.2909 2021-01-29 07:37:54,958 - mmaction - INFO - Epoch [9][1020/3757] lr: 1.000e-02, eta: 2 days, 4:27:03, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6734, loss_cls: 2.6033, loss: 2.6033, grad_norm: 4.2075 2021-01-29 07:38:00,168 - mmaction - INFO - Epoch [9][1040/3757] lr: 1.000e-02, eta: 2 days, 4:25:49, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6719, loss_cls: 2.6464, loss: 2.6464, grad_norm: 4.2975 2021-01-29 07:38:05,335 - mmaction - INFO - Epoch [9][1060/3757] lr: 1.000e-02, eta: 2 days, 4:24:34, time: 0.258, data_time: 0.003, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6789, loss_cls: 2.5425, loss: 2.5425, grad_norm: 4.1482 2021-01-29 07:38:10,843 - mmaction - INFO - Epoch [9][1080/3757] lr: 1.000e-02, eta: 2 days, 4:23:23, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6727, loss_cls: 2.5614, loss: 2.5614, grad_norm: 4.4167 2021-01-29 07:38:15,709 - mmaction - INFO - Epoch [9][1100/3757] lr: 1.000e-02, eta: 2 days, 4:22:04, time: 0.243, data_time: 0.003, memory: 3385, top1_acc: 0.3844, top5_acc: 0.6422, loss_cls: 2.6953, loss: 2.6953, grad_norm: 4.4061 2021-01-29 07:38:21,720 - mmaction - INFO - Epoch [9][1120/3757] lr: 1.000e-02, eta: 2 days, 4:20:59, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6695, loss_cls: 2.5492, loss: 2.5492, grad_norm: 4.1953 2021-01-29 07:38:26,499 - mmaction - INFO - Epoch [9][1140/3757] lr: 1.000e-02, eta: 2 days, 4:19:40, time: 0.239, data_time: 0.005, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6797, loss_cls: 2.5124, loss: 2.5124, grad_norm: 4.2239 2021-01-29 07:38:31,845 - mmaction - INFO - Epoch [9][1160/3757] lr: 1.000e-02, eta: 2 days, 4:18:27, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6672, loss_cls: 2.5927, loss: 2.5927, grad_norm: 4.2460 2021-01-29 07:38:37,553 - mmaction - INFO - Epoch [9][1180/3757] lr: 1.000e-02, eta: 2 days, 4:17:19, time: 0.286, data_time: 0.005, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6523, loss_cls: 2.6544, loss: 2.6544, grad_norm: 4.2602 2021-01-29 07:38:42,819 - mmaction - INFO - Epoch [9][1200/3757] lr: 1.000e-02, eta: 2 days, 4:16:05, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.3953, top5_acc: 0.6469, loss_cls: 2.6852, loss: 2.6852, grad_norm: 4.3756 2021-01-29 07:38:48,687 - mmaction - INFO - Epoch [9][1220/3757] lr: 1.000e-02, eta: 2 days, 4:14:59, time: 0.293, data_time: 0.004, memory: 3385, top1_acc: 0.4016, top5_acc: 0.6531, loss_cls: 2.6752, loss: 2.6752, grad_norm: 4.1614 2021-01-29 07:38:54,693 - mmaction - INFO - Epoch [9][1240/3757] lr: 1.000e-02, eta: 2 days, 4:13:54, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6727, loss_cls: 2.5930, loss: 2.5930, grad_norm: 4.2932 2021-01-29 07:39:00,105 - mmaction - INFO - Epoch [9][1260/3757] lr: 1.000e-02, eta: 2 days, 4:12:42, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6742, loss_cls: 2.5593, loss: 2.5593, grad_norm: 4.3829 2021-01-29 07:39:05,258 - mmaction - INFO - Epoch [9][1280/3757] lr: 1.000e-02, eta: 2 days, 4:11:28, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6570, loss_cls: 2.6918, loss: 2.6918, grad_norm: 4.2297 2021-01-29 07:39:10,324 - mmaction - INFO - Epoch [9][1300/3757] lr: 1.000e-02, eta: 2 days, 4:10:13, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6789, loss_cls: 2.6021, loss: 2.6021, grad_norm: 4.1301 2021-01-29 07:39:15,734 - mmaction - INFO - Epoch [9][1320/3757] lr: 1.000e-02, eta: 2 days, 4:09:02, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.7072, loss: 2.7072, grad_norm: 4.1846 2021-01-29 07:39:21,921 - mmaction - INFO - Epoch [9][1340/3757] lr: 1.000e-02, eta: 2 days, 4:07:59, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6711, loss_cls: 2.6392, loss: 2.6392, grad_norm: 4.0892 2021-01-29 07:39:27,847 - mmaction - INFO - Epoch [9][1360/3757] lr: 1.000e-02, eta: 2 days, 4:06:54, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6570, loss_cls: 2.6115, loss: 2.6115, grad_norm: 4.2437 2021-01-29 07:39:33,476 - mmaction - INFO - Epoch [9][1380/3757] lr: 1.000e-02, eta: 2 days, 4:05:45, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6742, loss_cls: 2.5114, loss: 2.5114, grad_norm: 4.2035 2021-01-29 07:39:38,832 - mmaction - INFO - Epoch [9][1400/3757] lr: 1.000e-02, eta: 2 days, 4:04:33, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6766, loss_cls: 2.5576, loss: 2.5576, grad_norm: 4.2708 2021-01-29 07:39:43,884 - mmaction - INFO - Epoch [9][1420/3757] lr: 1.000e-02, eta: 2 days, 4:03:19, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6648, loss_cls: 2.5847, loss: 2.5847, grad_norm: 4.3111 2021-01-29 07:39:49,602 - mmaction - INFO - Epoch [9][1440/3757] lr: 1.000e-02, eta: 2 days, 4:02:11, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6453, loss_cls: 2.6962, loss: 2.6962, grad_norm: 4.2338 2021-01-29 07:39:54,983 - mmaction - INFO - Epoch [9][1460/3757] lr: 1.000e-02, eta: 2 days, 4:01:00, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4016, top5_acc: 0.6562, loss_cls: 2.7246, loss: 2.7246, grad_norm: 4.1976 2021-01-29 07:40:00,437 - mmaction - INFO - Epoch [9][1480/3757] lr: 1.000e-02, eta: 2 days, 3:59:50, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.3742, top5_acc: 0.6367, loss_cls: 2.7541, loss: 2.7541, grad_norm: 4.2600 2021-01-29 07:40:06,162 - mmaction - INFO - Epoch [9][1500/3757] lr: 1.000e-02, eta: 2 days, 3:58:43, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6734, loss_cls: 2.5804, loss: 2.5804, grad_norm: 4.1642 2021-01-29 07:40:11,397 - mmaction - INFO - Epoch [9][1520/3757] lr: 1.000e-02, eta: 2 days, 3:57:31, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6355, loss: 2.6355, grad_norm: 4.1276 2021-01-29 07:40:17,225 - mmaction - INFO - Epoch [9][1540/3757] lr: 1.000e-02, eta: 2 days, 3:56:25, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.3953, top5_acc: 0.6328, loss_cls: 2.6996, loss: 2.6996, grad_norm: 4.2410 2021-01-29 07:40:22,762 - mmaction - INFO - Epoch [9][1560/3757] lr: 1.000e-02, eta: 2 days, 3:55:16, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6758, loss_cls: 2.4949, loss: 2.4949, grad_norm: 4.0930 2021-01-29 07:40:28,541 - mmaction - INFO - Epoch [9][1580/3757] lr: 1.000e-02, eta: 2 days, 3:54:10, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6695, loss_cls: 2.5815, loss: 2.5815, grad_norm: 4.1246 2021-01-29 07:40:34,266 - mmaction - INFO - Epoch [9][1600/3757] lr: 1.000e-02, eta: 2 days, 3:53:03, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6516, loss_cls: 2.7036, loss: 2.7036, grad_norm: 4.2447 2021-01-29 07:40:40,039 - mmaction - INFO - Epoch [9][1620/3757] lr: 1.000e-02, eta: 2 days, 3:51:57, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.6349, loss: 2.6349, grad_norm: 4.1251 2021-01-29 07:40:45,698 - mmaction - INFO - Epoch [9][1640/3757] lr: 1.000e-02, eta: 2 days, 3:50:50, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4961, loss: 2.4961, grad_norm: 4.1477 2021-01-29 07:40:50,859 - mmaction - INFO - Epoch [9][1660/3757] lr: 1.000e-02, eta: 2 days, 3:49:37, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6399, loss: 2.6399, grad_norm: 4.3338 2021-01-29 07:40:56,796 - mmaction - INFO - Epoch [9][1680/3757] lr: 1.000e-02, eta: 2 days, 3:48:33, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6852, loss_cls: 2.5586, loss: 2.5586, grad_norm: 4.2492 2021-01-29 07:41:02,339 - mmaction - INFO - Epoch [9][1700/3757] lr: 1.000e-02, eta: 2 days, 3:47:25, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6758, loss_cls: 2.5828, loss: 2.5828, grad_norm: 4.1908 2021-01-29 07:41:08,232 - mmaction - INFO - Epoch [9][1720/3757] lr: 1.000e-02, eta: 2 days, 3:46:21, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6547, loss_cls: 2.6340, loss: 2.6340, grad_norm: 4.2024 2021-01-29 07:41:14,125 - mmaction - INFO - Epoch [9][1740/3757] lr: 1.000e-02, eta: 2 days, 3:45:16, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6687, loss_cls: 2.6083, loss: 2.6083, grad_norm: 4.1848 2021-01-29 07:41:19,885 - mmaction - INFO - Epoch [9][1760/3757] lr: 1.000e-02, eta: 2 days, 3:44:11, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6602, loss_cls: 2.6657, loss: 2.6657, grad_norm: 5.3772 2021-01-29 07:41:25,057 - mmaction - INFO - Epoch [9][1780/3757] lr: 1.000e-02, eta: 2 days, 3:42:59, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.3906, top5_acc: 0.6430, loss_cls: 2.6549, loss: 2.6549, grad_norm: 4.4820 2021-01-29 07:41:31,209 - mmaction - INFO - Epoch [9][1800/3757] lr: 1.000e-02, eta: 2 days, 3:41:57, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4227, top5_acc: 0.6844, loss_cls: 2.5544, loss: 2.5544, grad_norm: 4.2090 2021-01-29 07:41:36,684 - mmaction - INFO - Epoch [9][1820/3757] lr: 1.000e-02, eta: 2 days, 3:40:49, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6859, loss_cls: 2.4971, loss: 2.4971, grad_norm: 4.2757 2021-01-29 07:41:42,355 - mmaction - INFO - Epoch [9][1840/3757] lr: 1.000e-02, eta: 2 days, 3:39:42, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.3898, top5_acc: 0.6539, loss_cls: 2.6630, loss: 2.6630, grad_norm: 4.2472 2021-01-29 07:41:48,116 - mmaction - INFO - Epoch [9][1860/3757] lr: 1.000e-02, eta: 2 days, 3:38:37, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6813, loss_cls: 2.5842, loss: 2.5842, grad_norm: 4.3569 2021-01-29 07:41:54,285 - mmaction - INFO - Epoch [9][1880/3757] lr: 1.000e-02, eta: 2 days, 3:37:36, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6852, loss_cls: 2.5952, loss: 2.5952, grad_norm: 4.2918 2021-01-29 07:41:59,395 - mmaction - INFO - Epoch [9][1900/3757] lr: 1.000e-02, eta: 2 days, 3:36:24, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5308, loss: 2.5308, grad_norm: 4.1500 2021-01-29 07:42:05,707 - mmaction - INFO - Epoch [9][1920/3757] lr: 1.000e-02, eta: 2 days, 3:35:25, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6680, loss_cls: 2.6075, loss: 2.6075, grad_norm: 4.2383 2021-01-29 07:42:10,503 - mmaction - INFO - Epoch [9][1940/3757] lr: 1.000e-02, eta: 2 days, 3:34:10, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6789, loss_cls: 2.5656, loss: 2.5656, grad_norm: 4.2833 2021-01-29 07:42:15,837 - mmaction - INFO - Epoch [9][1960/3757] lr: 1.000e-02, eta: 2 days, 3:33:00, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6547, loss_cls: 2.6324, loss: 2.6324, grad_norm: 4.0283 2021-01-29 07:42:22,289 - mmaction - INFO - Epoch [9][1980/3757] lr: 1.000e-02, eta: 2 days, 3:32:03, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6867, loss_cls: 2.5036, loss: 2.5036, grad_norm: 4.2930 2021-01-29 07:42:27,968 - mmaction - INFO - Epoch [9][2000/3757] lr: 1.000e-02, eta: 2 days, 3:30:57, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6609, loss_cls: 2.6430, loss: 2.6430, grad_norm: 4.1683 2021-01-29 07:42:33,814 - mmaction - INFO - Epoch [9][2020/3757] lr: 1.000e-02, eta: 2 days, 3:29:53, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.3891, top5_acc: 0.6430, loss_cls: 2.7197, loss: 2.7197, grad_norm: 4.2960 2021-01-29 07:42:39,246 - mmaction - INFO - Epoch [9][2040/3757] lr: 1.000e-02, eta: 2 days, 3:28:45, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6805, loss_cls: 2.5749, loss: 2.5749, grad_norm: 4.2971 2021-01-29 07:42:44,532 - mmaction - INFO - Epoch [9][2060/3757] lr: 1.000e-02, eta: 2 days, 3:27:35, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6742, loss_cls: 2.5267, loss: 2.5267, grad_norm: 4.3318 2021-01-29 07:42:50,200 - mmaction - INFO - Epoch [9][2080/3757] lr: 1.000e-02, eta: 2 days, 3:26:30, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6742, loss_cls: 2.5457, loss: 2.5457, grad_norm: 4.1092 2021-01-29 07:42:55,583 - mmaction - INFO - Epoch [9][2100/3757] lr: 1.000e-02, eta: 2 days, 3:25:21, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6813, loss_cls: 2.6016, loss: 2.6016, grad_norm: 4.2499 2021-01-29 07:43:01,591 - mmaction - INFO - Epoch [9][2120/3757] lr: 1.000e-02, eta: 2 days, 3:24:20, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6813, loss_cls: 2.5398, loss: 2.5398, grad_norm: 4.1117 2021-01-29 07:43:06,978 - mmaction - INFO - Epoch [9][2140/3757] lr: 1.000e-02, eta: 2 days, 3:23:11, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6617, loss_cls: 2.6565, loss: 2.6565, grad_norm: 4.1881 2021-01-29 07:43:12,942 - mmaction - INFO - Epoch [9][2160/3757] lr: 1.000e-02, eta: 2 days, 3:22:09, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6438, loss_cls: 2.6398, loss: 2.6398, grad_norm: 4.3627 2021-01-29 07:43:17,977 - mmaction - INFO - Epoch [9][2180/3757] lr: 1.000e-02, eta: 2 days, 3:20:58, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6836, loss_cls: 2.5604, loss: 2.5604, grad_norm: 4.2222 2021-01-29 07:43:24,770 - mmaction - INFO - Epoch [9][2200/3757] lr: 1.000e-02, eta: 2 days, 3:20:05, time: 0.340, data_time: 0.002, memory: 3385, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.6712, loss: 2.6712, grad_norm: 4.3089 2021-01-29 07:43:29,962 - mmaction - INFO - Epoch [9][2220/3757] lr: 1.000e-02, eta: 2 days, 3:18:55, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.3797, top5_acc: 0.6398, loss_cls: 2.7333, loss: 2.7333, grad_norm: 4.3278 2021-01-29 07:43:35,832 - mmaction - INFO - Epoch [9][2240/3757] lr: 1.000e-02, eta: 2 days, 3:17:52, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6883, loss_cls: 2.5452, loss: 2.5452, grad_norm: 4.0300 2021-01-29 07:43:41,300 - mmaction - INFO - Epoch [9][2260/3757] lr: 1.000e-02, eta: 2 days, 3:16:45, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.3867, top5_acc: 0.6523, loss_cls: 2.7185, loss: 2.7185, grad_norm: 4.2453 2021-01-29 07:43:47,681 - mmaction - INFO - Epoch [9][2280/3757] lr: 1.000e-02, eta: 2 days, 3:15:48, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6820, loss_cls: 2.5612, loss: 2.5612, grad_norm: 4.2224 2021-01-29 07:43:52,943 - mmaction - INFO - Epoch [9][2300/3757] lr: 1.000e-02, eta: 2 days, 3:14:39, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.4031, top5_acc: 0.6664, loss_cls: 2.6227, loss: 2.6227, grad_norm: 4.4790 2021-01-29 07:43:58,846 - mmaction - INFO - Epoch [9][2320/3757] lr: 1.000e-02, eta: 2 days, 3:13:37, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6609, loss_cls: 2.6060, loss: 2.6060, grad_norm: 4.2766 2021-01-29 07:44:04,591 - mmaction - INFO - Epoch [9][2340/3757] lr: 1.000e-02, eta: 2 days, 3:12:33, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6500, loss_cls: 2.6355, loss: 2.6355, grad_norm: 4.2755 2021-01-29 07:44:10,415 - mmaction - INFO - Epoch [9][2360/3757] lr: 1.000e-02, eta: 2 days, 3:11:30, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6750, loss_cls: 2.5624, loss: 2.5624, grad_norm: 4.2302 2021-01-29 07:44:15,705 - mmaction - INFO - Epoch [9][2380/3757] lr: 1.000e-02, eta: 2 days, 3:10:22, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6391, loss_cls: 2.6556, loss: 2.6556, grad_norm: 4.2107 2021-01-29 07:44:21,673 - mmaction - INFO - Epoch [9][2400/3757] lr: 1.000e-02, eta: 2 days, 3:09:21, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6477, loss_cls: 2.6643, loss: 2.6643, grad_norm: 4.2984 2021-01-29 07:44:27,065 - mmaction - INFO - Epoch [9][2420/3757] lr: 1.000e-02, eta: 2 days, 3:08:13, time: 0.270, data_time: 0.004, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6828, loss_cls: 2.5112, loss: 2.5112, grad_norm: 4.3424 2021-01-29 07:44:32,743 - mmaction - INFO - Epoch [9][2440/3757] lr: 1.000e-02, eta: 2 days, 3:07:09, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6719, loss_cls: 2.6080, loss: 2.6080, grad_norm: 4.2886 2021-01-29 07:44:38,574 - mmaction - INFO - Epoch [9][2460/3757] lr: 1.000e-02, eta: 2 days, 3:06:07, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6750, loss_cls: 2.6051, loss: 2.6051, grad_norm: 4.0493 2021-01-29 07:44:44,291 - mmaction - INFO - Epoch [9][2480/3757] lr: 1.000e-02, eta: 2 days, 3:05:03, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6805, loss_cls: 2.5250, loss: 2.5250, grad_norm: 4.3260 2021-01-29 07:44:50,083 - mmaction - INFO - Epoch [9][2500/3757] lr: 1.000e-02, eta: 2 days, 3:04:01, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.3883, top5_acc: 0.6531, loss_cls: 2.6864, loss: 2.6864, grad_norm: 4.1558 2021-01-29 07:44:55,902 - mmaction - INFO - Epoch [9][2520/3757] lr: 1.000e-02, eta: 2 days, 3:02:59, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6984, loss_cls: 2.5153, loss: 2.5153, grad_norm: 4.2990 2021-01-29 07:45:01,849 - mmaction - INFO - Epoch [9][2540/3757] lr: 1.000e-02, eta: 2 days, 3:01:58, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6898, loss_cls: 2.5051, loss: 2.5051, grad_norm: 4.2176 2021-01-29 07:45:07,403 - mmaction - INFO - Epoch [9][2560/3757] lr: 1.000e-02, eta: 2 days, 3:00:53, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6766, loss_cls: 2.4962, loss: 2.4962, grad_norm: 4.2742 2021-01-29 07:45:13,392 - mmaction - INFO - Epoch [9][2580/3757] lr: 1.000e-02, eta: 2 days, 2:59:52, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6570, loss_cls: 2.6720, loss: 2.6720, grad_norm: 4.0995 2021-01-29 07:45:19,104 - mmaction - INFO - Epoch [9][2600/3757] lr: 1.000e-02, eta: 2 days, 2:58:49, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6914, loss_cls: 2.5557, loss: 2.5557, grad_norm: 4.2057 2021-01-29 07:45:24,559 - mmaction - INFO - Epoch [9][2620/3757] lr: 1.000e-02, eta: 2 days, 2:57:44, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6516, loss_cls: 2.6496, loss: 2.6496, grad_norm: 4.2797 2021-01-29 07:45:30,180 - mmaction - INFO - Epoch [9][2640/3757] lr: 1.000e-02, eta: 2 days, 2:56:40, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6656, loss_cls: 2.6334, loss: 2.6334, grad_norm: 4.3087 2021-01-29 07:45:36,671 - mmaction - INFO - Epoch [9][2660/3757] lr: 1.000e-02, eta: 2 days, 2:55:45, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6820, loss_cls: 2.5609, loss: 2.5609, grad_norm: 4.0557 2021-01-29 07:45:41,886 - mmaction - INFO - Epoch [9][2680/3757] lr: 1.000e-02, eta: 2 days, 2:54:37, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6789, loss_cls: 2.5838, loss: 2.5838, grad_norm: 4.0812 2021-01-29 07:45:48,041 - mmaction - INFO - Epoch [9][2700/3757] lr: 1.000e-02, eta: 2 days, 2:53:39, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6680, loss_cls: 2.6349, loss: 2.6349, grad_norm: 4.2087 2021-01-29 07:45:53,408 - mmaction - INFO - Epoch [9][2720/3757] lr: 1.000e-02, eta: 2 days, 2:52:32, time: 0.268, data_time: 0.005, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6719, loss_cls: 2.5711, loss: 2.5711, grad_norm: 4.0871 2021-01-29 07:45:59,456 - mmaction - INFO - Epoch [9][2740/3757] lr: 1.000e-02, eta: 2 days, 2:51:33, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6664, loss_cls: 2.6624, loss: 2.6624, grad_norm: 4.3332 2021-01-29 07:46:05,367 - mmaction - INFO - Epoch [9][2760/3757] lr: 1.000e-02, eta: 2 days, 2:50:33, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6789, loss_cls: 2.5603, loss: 2.5603, grad_norm: 4.4286 2021-01-29 07:46:10,969 - mmaction - INFO - Epoch [9][2780/3757] lr: 1.000e-02, eta: 2 days, 2:49:29, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6656, loss_cls: 2.5866, loss: 2.5866, grad_norm: 4.2093 2021-01-29 07:46:16,645 - mmaction - INFO - Epoch [9][2800/3757] lr: 1.000e-02, eta: 2 days, 2:48:26, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.3867, top5_acc: 0.6492, loss_cls: 2.6951, loss: 2.6951, grad_norm: 4.3504 2021-01-29 07:46:22,664 - mmaction - INFO - Epoch [9][2820/3757] lr: 1.000e-02, eta: 2 days, 2:47:27, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6625, loss_cls: 2.6504, loss: 2.6504, grad_norm: 4.1800 2021-01-29 07:46:28,216 - mmaction - INFO - Epoch [9][2840/3757] lr: 1.000e-02, eta: 2 days, 2:46:23, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6891, loss_cls: 2.4877, loss: 2.4877, grad_norm: 4.2971 2021-01-29 07:46:33,764 - mmaction - INFO - Epoch [9][2860/3757] lr: 1.000e-02, eta: 2 days, 2:45:19, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6398, loss_cls: 2.6875, loss: 2.6875, grad_norm: 4.4282 2021-01-29 07:46:39,750 - mmaction - INFO - Epoch [9][2880/3757] lr: 1.000e-02, eta: 2 days, 2:44:20, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6766, loss_cls: 2.5871, loss: 2.5871, grad_norm: 4.1088 2021-01-29 07:46:45,151 - mmaction - INFO - Epoch [9][2900/3757] lr: 1.000e-02, eta: 2 days, 2:43:15, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6727, loss_cls: 2.5961, loss: 2.5961, grad_norm: 4.3289 2021-01-29 07:46:51,496 - mmaction - INFO - Epoch [9][2920/3757] lr: 1.000e-02, eta: 2 days, 2:42:19, time: 0.317, data_time: 0.003, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6492, loss_cls: 2.6661, loss: 2.6661, grad_norm: 4.2670 2021-01-29 07:46:56,669 - mmaction - INFO - Epoch [9][2940/3757] lr: 1.000e-02, eta: 2 days, 2:41:11, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6680, loss_cls: 2.6218, loss: 2.6218, grad_norm: 4.3721 2021-01-29 07:47:02,630 - mmaction - INFO - Epoch [9][2960/3757] lr: 1.000e-02, eta: 2 days, 2:40:12, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6383, loss_cls: 2.7118, loss: 2.7118, grad_norm: 3.9702 2021-01-29 07:47:08,489 - mmaction - INFO - Epoch [9][2980/3757] lr: 1.000e-02, eta: 2 days, 2:39:12, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6648, loss_cls: 2.6081, loss: 2.6081, grad_norm: 4.0275 2021-01-29 07:47:14,067 - mmaction - INFO - Epoch [9][3000/3757] lr: 1.000e-02, eta: 2 days, 2:38:09, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6547, loss_cls: 2.6749, loss: 2.6749, grad_norm: 4.1686 2021-01-29 07:47:19,881 - mmaction - INFO - Epoch [9][3020/3757] lr: 1.000e-02, eta: 2 days, 2:37:08, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6695, loss_cls: 2.5660, loss: 2.5660, grad_norm: 4.2197 2021-01-29 07:47:26,383 - mmaction - INFO - Epoch [9][3040/3757] lr: 1.000e-02, eta: 2 days, 2:36:15, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6555, loss_cls: 2.6255, loss: 2.6255, grad_norm: 4.3240 2021-01-29 07:47:32,294 - mmaction - INFO - Epoch [9][3060/3757] lr: 1.000e-02, eta: 2 days, 2:35:15, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4125, top5_acc: 0.6539, loss_cls: 2.5991, loss: 2.5991, grad_norm: 4.2607 2021-01-29 07:47:37,901 - mmaction - INFO - Epoch [9][3080/3757] lr: 1.000e-02, eta: 2 days, 2:34:12, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4000, top5_acc: 0.6672, loss_cls: 2.5931, loss: 2.5931, grad_norm: 4.2107 2021-01-29 07:47:44,098 - mmaction - INFO - Epoch [9][3100/3757] lr: 1.000e-02, eta: 2 days, 2:33:16, time: 0.312, data_time: 0.004, memory: 3385, top1_acc: 0.4000, top5_acc: 0.6891, loss_cls: 2.5425, loss: 2.5425, grad_norm: 4.3571 2021-01-29 07:47:49,384 - mmaction - INFO - Epoch [9][3120/3757] lr: 1.000e-02, eta: 2 days, 2:32:10, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6828, loss_cls: 2.5358, loss: 2.5358, grad_norm: 4.3175 2021-01-29 07:47:55,170 - mmaction - INFO - Epoch [9][3140/3757] lr: 1.000e-02, eta: 2 days, 2:31:10, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6687, loss_cls: 2.6396, loss: 2.6396, grad_norm: 4.1897 2021-01-29 07:48:01,140 - mmaction - INFO - Epoch [9][3160/3757] lr: 1.000e-02, eta: 2 days, 2:30:11, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6742, loss_cls: 2.5233, loss: 2.5233, grad_norm: 4.1532 2021-01-29 07:48:07,113 - mmaction - INFO - Epoch [9][3180/3757] lr: 1.000e-02, eta: 2 days, 2:29:13, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6453, loss_cls: 2.7027, loss: 2.7027, grad_norm: 4.1415 2021-01-29 07:48:12,633 - mmaction - INFO - Epoch [9][3200/3757] lr: 1.000e-02, eta: 2 days, 2:28:10, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4391, top5_acc: 0.7039, loss_cls: 2.4739, loss: 2.4739, grad_norm: 4.2649 2021-01-29 07:48:18,250 - mmaction - INFO - Epoch [9][3220/3757] lr: 1.000e-02, eta: 2 days, 2:27:07, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6672, loss_cls: 2.5758, loss: 2.5758, grad_norm: 4.6786 2021-01-29 07:48:23,396 - mmaction - INFO - Epoch [9][3240/3757] lr: 1.000e-02, eta: 2 days, 2:26:01, time: 0.258, data_time: 0.003, memory: 3385, top1_acc: 0.4125, top5_acc: 0.6719, loss_cls: 2.6082, loss: 2.6082, grad_norm: 4.1751 2021-01-29 07:48:29,026 - mmaction - INFO - Epoch [9][3260/3757] lr: 1.000e-02, eta: 2 days, 2:24:59, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6680, loss_cls: 2.5748, loss: 2.5748, grad_norm: 4.0679 2021-01-29 07:48:35,398 - mmaction - INFO - Epoch [9][3280/3757] lr: 1.000e-02, eta: 2 days, 2:24:05, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6641, loss_cls: 2.6217, loss: 2.6217, grad_norm: 4.3123 2021-01-29 07:48:41,509 - mmaction - INFO - Epoch [9][3300/3757] lr: 1.000e-02, eta: 2 days, 2:23:08, time: 0.305, data_time: 0.000, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6789, loss_cls: 2.5950, loss: 2.5950, grad_norm: 4.2154 2021-01-29 07:48:47,182 - mmaction - INFO - Epoch [9][3320/3757] lr: 1.000e-02, eta: 2 days, 2:22:07, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6539, loss_cls: 2.6913, loss: 2.6913, grad_norm: 4.0761 2021-01-29 07:48:53,046 - mmaction - INFO - Epoch [9][3340/3757] lr: 1.000e-02, eta: 2 days, 2:21:08, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4125, top5_acc: 0.6570, loss_cls: 2.6754, loss: 2.6754, grad_norm: 4.2481 2021-01-29 07:48:58,921 - mmaction - INFO - Epoch [9][3360/3757] lr: 1.000e-02, eta: 2 days, 2:20:09, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6789, loss_cls: 2.6221, loss: 2.6221, grad_norm: 4.1517 2021-01-29 07:49:04,680 - mmaction - INFO - Epoch [9][3380/3757] lr: 1.000e-02, eta: 2 days, 2:19:09, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6742, loss_cls: 2.5467, loss: 2.5467, grad_norm: 4.2960 2021-01-29 07:49:09,720 - mmaction - INFO - Epoch [9][3400/3757] lr: 1.000e-02, eta: 2 days, 2:18:02, time: 0.252, data_time: 0.003, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6656, loss_cls: 2.6107, loss: 2.6107, grad_norm: 4.1417 2021-01-29 07:49:14,822 - mmaction - INFO - Epoch [9][3420/3757] lr: 1.000e-02, eta: 2 days, 2:16:55, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6680, loss_cls: 2.5635, loss: 2.5635, grad_norm: 4.2339 2021-01-29 07:49:20,548 - mmaction - INFO - Epoch [9][3440/3757] lr: 1.000e-02, eta: 2 days, 2:15:55, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6672, loss_cls: 2.5667, loss: 2.5667, grad_norm: 4.1714 2021-01-29 07:49:25,842 - mmaction - INFO - Epoch [9][3460/3757] lr: 1.000e-02, eta: 2 days, 2:14:51, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6562, loss_cls: 2.6792, loss: 2.6792, grad_norm: 4.0994 2021-01-29 07:49:31,798 - mmaction - INFO - Epoch [9][3480/3757] lr: 1.000e-02, eta: 2 days, 2:13:53, time: 0.297, data_time: 0.004, memory: 3385, top1_acc: 0.3984, top5_acc: 0.6484, loss_cls: 2.6259, loss: 2.6259, grad_norm: 4.1763 2021-01-29 07:49:37,263 - mmaction - INFO - Epoch [9][3500/3757] lr: 1.000e-02, eta: 2 days, 2:12:50, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6734, loss_cls: 2.5845, loss: 2.5845, grad_norm: 4.2080 2021-01-29 07:49:42,736 - mmaction - INFO - Epoch [9][3520/3757] lr: 1.000e-02, eta: 2 days, 2:11:48, time: 0.274, data_time: 0.004, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6945, loss_cls: 2.5513, loss: 2.5513, grad_norm: 4.1134 2021-01-29 07:49:48,740 - mmaction - INFO - Epoch [9][3540/3757] lr: 1.000e-02, eta: 2 days, 2:10:51, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6656, loss_cls: 2.5335, loss: 2.5335, grad_norm: 4.2992 2021-01-29 07:49:55,485 - mmaction - INFO - Epoch [9][3560/3757] lr: 1.000e-02, eta: 2 days, 2:10:02, time: 0.337, data_time: 0.002, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6742, loss_cls: 2.6098, loss: 2.6098, grad_norm: 5.3328 2021-01-29 07:50:01,088 - mmaction - INFO - Epoch [9][3580/3757] lr: 1.000e-02, eta: 2 days, 2:09:01, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.7712, loss: 2.7712, grad_norm: 4.3703 2021-01-29 07:50:07,369 - mmaction - INFO - Epoch [9][3600/3757] lr: 1.000e-02, eta: 2 days, 2:08:07, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6773, loss_cls: 2.5743, loss: 2.5743, grad_norm: 4.1146 2021-01-29 07:50:13,298 - mmaction - INFO - Epoch [9][3620/3757] lr: 1.000e-02, eta: 2 days, 2:07:09, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4000, top5_acc: 0.6273, loss_cls: 2.7434, loss: 2.7434, grad_norm: 4.0701 2021-01-29 07:50:19,255 - mmaction - INFO - Epoch [9][3640/3757] lr: 1.000e-02, eta: 2 days, 2:06:12, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6727, loss_cls: 2.6021, loss: 2.6021, grad_norm: 4.1624 2021-01-29 07:50:24,552 - mmaction - INFO - Epoch [9][3660/3757] lr: 1.000e-02, eta: 2 days, 2:05:08, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6891, loss_cls: 2.5898, loss: 2.5898, grad_norm: 4.2274 2021-01-29 07:50:30,598 - mmaction - INFO - Epoch [9][3680/3757] lr: 1.000e-02, eta: 2 days, 2:04:12, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6719, loss_cls: 2.6142, loss: 2.6142, grad_norm: 4.2024 2021-01-29 07:50:36,210 - mmaction - INFO - Epoch [9][3700/3757] lr: 1.000e-02, eta: 2 days, 2:03:12, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.6812, loss: 2.6812, grad_norm: 4.0770 2021-01-29 07:50:42,069 - mmaction - INFO - Epoch [9][3720/3757] lr: 1.000e-02, eta: 2 days, 2:02:14, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6797, loss_cls: 2.5215, loss: 2.5215, grad_norm: 4.1706 2021-01-29 07:50:47,685 - mmaction - INFO - Epoch [9][3740/3757] lr: 1.000e-02, eta: 2 days, 2:01:13, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6508, loss_cls: 2.6824, loss: 2.6824, grad_norm: 4.2183 2021-01-29 07:51:15,487 - mmaction - INFO - Saving checkpoint at 9 epochs 2021-01-29 08:06:41,245 - mmaction - INFO - Epoch [10][20/3757] lr: 1.000e-02, eta: 2 days, 4:33:26, time: 46.263, data_time: 45.647, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6633, loss_cls: 2.6154, loss: 2.6154, grad_norm: 4.1610 2021-01-29 08:06:45,377 - mmaction - INFO - Epoch [10][40/3757] lr: 1.000e-02, eta: 2 days, 4:32:07, time: 0.217, data_time: 0.012, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6758, loss_cls: 2.5670, loss: 2.5670, grad_norm: 4.0683 2021-01-29 08:06:49,560 - mmaction - INFO - Epoch [10][60/3757] lr: 1.000e-02, eta: 2 days, 4:30:47, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6859, loss_cls: 2.5526, loss: 2.5526, grad_norm: 4.2292 2021-01-29 08:06:53,771 - mmaction - INFO - Epoch [10][80/3757] lr: 1.000e-02, eta: 2 days, 4:29:27, time: 0.211, data_time: 0.004, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6734, loss_cls: 2.5413, loss: 2.5413, grad_norm: 4.3324 2021-01-29 08:06:57,995 - mmaction - INFO - Epoch [10][100/3757] lr: 1.000e-02, eta: 2 days, 4:28:07, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6766, loss_cls: 2.5676, loss: 2.5676, grad_norm: 4.1027 2021-01-29 08:07:02,329 - mmaction - INFO - Epoch [10][120/3757] lr: 1.000e-02, eta: 2 days, 4:26:48, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.5333, loss: 2.5333, grad_norm: 4.2165 2021-01-29 08:07:06,575 - mmaction - INFO - Epoch [10][140/3757] lr: 1.000e-02, eta: 2 days, 4:25:28, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6711, loss_cls: 2.5217, loss: 2.5217, grad_norm: 4.3188 2021-01-29 08:07:10,730 - mmaction - INFO - Epoch [10][160/3757] lr: 1.000e-02, eta: 2 days, 4:24:08, time: 0.211, data_time: 0.006, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6898, loss_cls: 2.4895, loss: 2.4895, grad_norm: 4.3957 2021-01-29 08:07:14,899 - mmaction - INFO - Epoch [10][180/3757] lr: 1.000e-02, eta: 2 days, 4:22:48, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4406, top5_acc: 0.7039, loss_cls: 2.4476, loss: 2.4476, grad_norm: 4.2277 2021-01-29 08:07:19,044 - mmaction - INFO - Epoch [10][200/3757] lr: 1.000e-02, eta: 2 days, 4:21:28, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6859, loss_cls: 2.5098, loss: 2.5098, grad_norm: 4.2315 2021-01-29 08:07:23,291 - mmaction - INFO - Epoch [10][220/3757] lr: 1.000e-02, eta: 2 days, 4:20:08, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4031, top5_acc: 0.6672, loss_cls: 2.6584, loss: 2.6584, grad_norm: 4.3378 2021-01-29 08:07:27,501 - mmaction - INFO - Epoch [10][240/3757] lr: 1.000e-02, eta: 2 days, 4:18:49, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6602, loss_cls: 2.6282, loss: 2.6282, grad_norm: 4.2508 2021-01-29 08:07:31,642 - mmaction - INFO - Epoch [10][260/3757] lr: 1.000e-02, eta: 2 days, 4:17:29, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6734, loss_cls: 2.5155, loss: 2.5155, grad_norm: 4.1791 2021-01-29 08:07:35,867 - mmaction - INFO - Epoch [10][280/3757] lr: 1.000e-02, eta: 2 days, 4:16:10, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6727, loss_cls: 2.6141, loss: 2.6141, grad_norm: 4.2239 2021-01-29 08:07:40,010 - mmaction - INFO - Epoch [10][300/3757] lr: 1.000e-02, eta: 2 days, 4:14:50, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.4000, top5_acc: 0.6805, loss_cls: 2.6090, loss: 2.6090, grad_norm: 4.1605 2021-01-29 08:07:44,285 - mmaction - INFO - Epoch [10][320/3757] lr: 1.000e-02, eta: 2 days, 4:13:32, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.5141, loss: 2.5141, grad_norm: 4.3048 2021-01-29 08:07:48,399 - mmaction - INFO - Epoch [10][340/3757] lr: 1.000e-02, eta: 2 days, 4:12:12, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6820, loss_cls: 2.5190, loss: 2.5190, grad_norm: 4.2734 2021-01-29 08:07:52,815 - mmaction - INFO - Epoch [10][360/3757] lr: 1.000e-02, eta: 2 days, 4:10:55, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6695, loss_cls: 2.5571, loss: 2.5571, grad_norm: 4.0702 2021-01-29 08:07:57,034 - mmaction - INFO - Epoch [10][380/3757] lr: 1.000e-02, eta: 2 days, 4:09:36, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6789, loss_cls: 2.5281, loss: 2.5281, grad_norm: 4.0585 2021-01-29 08:08:01,384 - mmaction - INFO - Epoch [10][400/3757] lr: 1.000e-02, eta: 2 days, 4:08:19, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6867, loss_cls: 2.4863, loss: 2.4863, grad_norm: 4.1320 2021-01-29 08:08:05,864 - mmaction - INFO - Epoch [10][420/3757] lr: 1.000e-02, eta: 2 days, 4:07:03, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6930, loss_cls: 2.4350, loss: 2.4350, grad_norm: 4.2401 2021-01-29 08:08:10,130 - mmaction - INFO - Epoch [10][440/3757] lr: 1.000e-02, eta: 2 days, 4:05:45, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4016, top5_acc: 0.6711, loss_cls: 2.5544, loss: 2.5544, grad_norm: 4.2682 2021-01-29 08:08:14,480 - mmaction - INFO - Epoch [10][460/3757] lr: 1.000e-02, eta: 2 days, 4:04:28, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6867, loss_cls: 2.5532, loss: 2.5532, grad_norm: 4.1810 2021-01-29 08:08:19,215 - mmaction - INFO - Epoch [10][480/3757] lr: 1.000e-02, eta: 2 days, 4:03:14, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6703, loss_cls: 2.6013, loss: 2.6013, grad_norm: 4.2701 2021-01-29 08:08:24,056 - mmaction - INFO - Epoch [10][500/3757] lr: 1.000e-02, eta: 2 days, 4:02:02, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6742, loss_cls: 2.5567, loss: 2.5567, grad_norm: 4.2984 2021-01-29 08:08:28,623 - mmaction - INFO - Epoch [10][520/3757] lr: 1.000e-02, eta: 2 days, 4:00:48, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6805, loss_cls: 2.4907, loss: 2.4907, grad_norm: 4.3087 2021-01-29 08:08:33,155 - mmaction - INFO - Epoch [10][540/3757] lr: 1.000e-02, eta: 2 days, 3:59:33, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6680, loss_cls: 2.5536, loss: 2.5536, grad_norm: 4.1596 2021-01-29 08:08:37,620 - mmaction - INFO - Epoch [10][560/3757] lr: 1.000e-02, eta: 2 days, 3:58:17, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6555, loss_cls: 2.6728, loss: 2.6728, grad_norm: 4.3105 2021-01-29 08:08:42,093 - mmaction - INFO - Epoch [10][580/3757] lr: 1.000e-02, eta: 2 days, 3:57:02, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6625, loss_cls: 2.5647, loss: 2.5647, grad_norm: 4.2570 2021-01-29 08:08:47,053 - mmaction - INFO - Epoch [10][600/3757] lr: 1.000e-02, eta: 2 days, 3:55:51, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6687, loss_cls: 2.5592, loss: 2.5592, grad_norm: 4.1472 2021-01-29 08:08:51,877 - mmaction - INFO - Epoch [10][620/3757] lr: 1.000e-02, eta: 2 days, 3:54:40, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6937, loss_cls: 2.5200, loss: 2.5200, grad_norm: 4.3217 2021-01-29 08:08:57,031 - mmaction - INFO - Epoch [10][640/3757] lr: 1.000e-02, eta: 2 days, 3:53:31, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6789, loss_cls: 2.5662, loss: 2.5662, grad_norm: 4.2508 2021-01-29 08:09:01,927 - mmaction - INFO - Epoch [10][660/3757] lr: 1.000e-02, eta: 2 days, 3:52:20, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6805, loss_cls: 2.5146, loss: 2.5146, grad_norm: 4.7673 2021-01-29 08:09:06,829 - mmaction - INFO - Epoch [10][680/3757] lr: 1.000e-02, eta: 2 days, 3:51:10, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6797, loss_cls: 2.5575, loss: 2.5575, grad_norm: 4.3008 2021-01-29 08:09:11,801 - mmaction - INFO - Epoch [10][700/3757] lr: 1.000e-02, eta: 2 days, 3:50:00, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6453, loss_cls: 2.7027, loss: 2.7027, grad_norm: 4.1574 2021-01-29 08:09:16,644 - mmaction - INFO - Epoch [10][720/3757] lr: 1.000e-02, eta: 2 days, 3:48:49, time: 0.243, data_time: 0.003, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6719, loss_cls: 2.6311, loss: 2.6311, grad_norm: 4.1188 2021-01-29 08:09:21,981 - mmaction - INFO - Epoch [10][740/3757] lr: 1.000e-02, eta: 2 days, 3:47:42, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6844, loss_cls: 2.5647, loss: 2.5647, grad_norm: 4.2584 2021-01-29 08:09:27,564 - mmaction - INFO - Epoch [10][760/3757] lr: 1.000e-02, eta: 2 days, 3:46:39, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6602, loss_cls: 2.5994, loss: 2.5994, grad_norm: 4.1570 2021-01-29 08:09:32,784 - mmaction - INFO - Epoch [10][780/3757] lr: 1.000e-02, eta: 2 days, 3:45:31, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6758, loss_cls: 2.5504, loss: 2.5504, grad_norm: 4.1404 2021-01-29 08:09:38,515 - mmaction - INFO - Epoch [10][800/3757] lr: 1.000e-02, eta: 2 days, 3:44:29, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6852, loss_cls: 2.5242, loss: 2.5242, grad_norm: 4.2752 2021-01-29 08:09:43,622 - mmaction - INFO - Epoch [10][820/3757] lr: 1.000e-02, eta: 2 days, 3:43:21, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6766, loss_cls: 2.4970, loss: 2.4970, grad_norm: 4.2870 2021-01-29 08:09:48,414 - mmaction - INFO - Epoch [10][840/3757] lr: 1.000e-02, eta: 2 days, 3:42:10, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6891, loss_cls: 2.5018, loss: 2.5018, grad_norm: 4.3894 2021-01-29 08:09:53,811 - mmaction - INFO - Epoch [10][860/3757] lr: 1.000e-02, eta: 2 days, 3:41:05, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6719, loss_cls: 2.5984, loss: 2.5984, grad_norm: 4.2230 2021-01-29 08:09:58,921 - mmaction - INFO - Epoch [10][880/3757] lr: 1.000e-02, eta: 2 days, 3:39:57, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.4305, top5_acc: 0.7000, loss_cls: 2.4975, loss: 2.4975, grad_norm: 4.1529 2021-01-29 08:10:04,055 - mmaction - INFO - Epoch [10][900/3757] lr: 1.000e-02, eta: 2 days, 3:38:49, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6664, loss_cls: 2.5693, loss: 2.5693, grad_norm: 4.3133 2021-01-29 08:10:09,622 - mmaction - INFO - Epoch [10][920/3757] lr: 1.000e-02, eta: 2 days, 3:37:46, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6641, loss_cls: 2.5143, loss: 2.5143, grad_norm: 4.2287 2021-01-29 08:10:15,220 - mmaction - INFO - Epoch [10][940/3757] lr: 1.000e-02, eta: 2 days, 3:36:43, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6875, loss_cls: 2.5063, loss: 2.5063, grad_norm: 4.3479 2021-01-29 08:10:20,385 - mmaction - INFO - Epoch [10][960/3757] lr: 1.000e-02, eta: 2 days, 3:35:36, time: 0.258, data_time: 0.004, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6742, loss_cls: 2.5348, loss: 2.5348, grad_norm: 4.2841 2021-01-29 08:10:26,061 - mmaction - INFO - Epoch [10][980/3757] lr: 1.000e-02, eta: 2 days, 3:34:34, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6781, loss_cls: 2.5340, loss: 2.5340, grad_norm: 4.1875 2021-01-29 08:10:31,500 - mmaction - INFO - Epoch [10][1000/3757] lr: 1.000e-02, eta: 2 days, 3:33:29, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6742, loss_cls: 2.5881, loss: 2.5881, grad_norm: 4.3224 2021-01-29 08:10:37,001 - mmaction - INFO - Epoch [10][1020/3757] lr: 1.000e-02, eta: 2 days, 3:32:26, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6687, loss_cls: 2.5818, loss: 2.5818, grad_norm: 4.0508 2021-01-29 08:10:41,921 - mmaction - INFO - Epoch [10][1040/3757] lr: 1.000e-02, eta: 2 days, 3:31:17, time: 0.246, data_time: 0.004, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6687, loss_cls: 2.6384, loss: 2.6384, grad_norm: 4.2586 2021-01-29 08:10:47,588 - mmaction - INFO - Epoch [10][1060/3757] lr: 1.000e-02, eta: 2 days, 3:30:15, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6781, loss_cls: 2.5440, loss: 2.5440, grad_norm: 4.2123 2021-01-29 08:10:53,205 - mmaction - INFO - Epoch [10][1080/3757] lr: 1.000e-02, eta: 2 days, 3:29:12, time: 0.281, data_time: 0.005, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6664, loss_cls: 2.5899, loss: 2.5899, grad_norm: 4.1815 2021-01-29 08:10:58,365 - mmaction - INFO - Epoch [10][1100/3757] lr: 1.000e-02, eta: 2 days, 3:28:06, time: 0.258, data_time: 0.005, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.6107, loss: 2.6107, grad_norm: 4.1439 2021-01-29 08:11:04,258 - mmaction - INFO - Epoch [10][1120/3757] lr: 1.000e-02, eta: 2 days, 3:27:06, time: 0.295, data_time: 0.005, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6758, loss_cls: 2.5451, loss: 2.5451, grad_norm: 4.2541 2021-01-29 08:11:09,831 - mmaction - INFO - Epoch [10][1140/3757] lr: 1.000e-02, eta: 2 days, 3:26:04, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4297, top5_acc: 0.7078, loss_cls: 2.4422, loss: 2.4422, grad_norm: 4.2692 2021-01-29 08:11:15,062 - mmaction - INFO - Epoch [10][1160/3757] lr: 1.000e-02, eta: 2 days, 3:24:58, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6609, loss_cls: 2.6569, loss: 2.6569, grad_norm: 4.0977 2021-01-29 08:11:20,864 - mmaction - INFO - Epoch [10][1180/3757] lr: 1.000e-02, eta: 2 days, 3:23:58, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.6091, loss: 2.6091, grad_norm: 4.2805 2021-01-29 08:11:26,561 - mmaction - INFO - Epoch [10][1200/3757] lr: 1.000e-02, eta: 2 days, 3:22:57, time: 0.285, data_time: 0.006, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6680, loss_cls: 2.6162, loss: 2.6162, grad_norm: 4.2075 2021-01-29 08:11:32,033 - mmaction - INFO - Epoch [10][1220/3757] lr: 1.000e-02, eta: 2 days, 3:21:53, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6648, loss_cls: 2.5855, loss: 2.5855, grad_norm: 4.2516 2021-01-29 08:11:37,993 - mmaction - INFO - Epoch [10][1240/3757] lr: 1.000e-02, eta: 2 days, 3:20:55, time: 0.298, data_time: 0.005, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6789, loss_cls: 2.5230, loss: 2.5230, grad_norm: 4.1359 2021-01-29 08:11:42,884 - mmaction - INFO - Epoch [10][1260/3757] lr: 1.000e-02, eta: 2 days, 3:19:46, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6781, loss_cls: 2.5944, loss: 2.5944, grad_norm: 4.3170 2021-01-29 08:11:47,909 - mmaction - INFO - Epoch [10][1280/3757] lr: 1.000e-02, eta: 2 days, 3:18:39, time: 0.251, data_time: 0.005, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6578, loss_cls: 2.6431, loss: 2.6431, grad_norm: 4.1737 2021-01-29 08:11:53,649 - mmaction - INFO - Epoch [10][1300/3757] lr: 1.000e-02, eta: 2 days, 3:17:39, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6789, loss_cls: 2.5466, loss: 2.5466, grad_norm: 4.0980 2021-01-29 08:11:58,822 - mmaction - INFO - Epoch [10][1320/3757] lr: 1.000e-02, eta: 2 days, 3:16:33, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6867, loss_cls: 2.4604, loss: 2.4604, grad_norm: 4.2416 2021-01-29 08:12:04,710 - mmaction - INFO - Epoch [10][1340/3757] lr: 1.000e-02, eta: 2 days, 3:15:34, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6828, loss_cls: 2.5189, loss: 2.5189, grad_norm: 4.2543 2021-01-29 08:12:10,524 - mmaction - INFO - Epoch [10][1360/3757] lr: 1.000e-02, eta: 2 days, 3:14:34, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.5183, loss: 2.5183, grad_norm: 4.1423 2021-01-29 08:12:16,092 - mmaction - INFO - Epoch [10][1380/3757] lr: 1.000e-02, eta: 2 days, 3:13:33, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6820, loss_cls: 2.5107, loss: 2.5107, grad_norm: 4.2142 2021-01-29 08:12:21,872 - mmaction - INFO - Epoch [10][1400/3757] lr: 1.000e-02, eta: 2 days, 3:12:33, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6766, loss_cls: 2.5609, loss: 2.5609, grad_norm: 4.3614 2021-01-29 08:12:27,327 - mmaction - INFO - Epoch [10][1420/3757] lr: 1.000e-02, eta: 2 days, 3:11:30, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4227, top5_acc: 0.6578, loss_cls: 2.5919, loss: 2.5919, grad_norm: 4.0440 2021-01-29 08:12:32,655 - mmaction - INFO - Epoch [10][1440/3757] lr: 1.000e-02, eta: 2 days, 3:10:26, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.3937, top5_acc: 0.6641, loss_cls: 2.6521, loss: 2.6521, grad_norm: 4.1489 2021-01-29 08:12:38,385 - mmaction - INFO - Epoch [10][1460/3757] lr: 1.000e-02, eta: 2 days, 3:09:26, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.6411, loss: 2.6411, grad_norm: 4.2957 2021-01-29 08:12:44,170 - mmaction - INFO - Epoch [10][1480/3757] lr: 1.000e-02, eta: 2 days, 3:08:27, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6703, loss_cls: 2.4977, loss: 2.4977, grad_norm: 4.5033 2021-01-29 08:12:49,804 - mmaction - INFO - Epoch [10][1500/3757] lr: 1.000e-02, eta: 2 days, 3:07:26, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6453, loss_cls: 2.7230, loss: 2.7230, grad_norm: 4.2209 2021-01-29 08:12:55,714 - mmaction - INFO - Epoch [10][1520/3757] lr: 1.000e-02, eta: 2 days, 3:06:28, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6797, loss_cls: 2.5040, loss: 2.5040, grad_norm: 4.4495 2021-01-29 08:13:01,278 - mmaction - INFO - Epoch [10][1540/3757] lr: 1.000e-02, eta: 2 days, 3:05:27, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6813, loss_cls: 2.5419, loss: 2.5419, grad_norm: 4.2269 2021-01-29 08:13:06,726 - mmaction - INFO - Epoch [10][1560/3757] lr: 1.000e-02, eta: 2 days, 3:04:24, time: 0.272, data_time: 0.004, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6633, loss_cls: 2.6103, loss: 2.6103, grad_norm: 4.1792 2021-01-29 08:13:12,425 - mmaction - INFO - Epoch [10][1580/3757] lr: 1.000e-02, eta: 2 days, 3:03:24, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6586, loss_cls: 2.5779, loss: 2.5779, grad_norm: 4.4424 2021-01-29 08:13:18,960 - mmaction - INFO - Epoch [10][1600/3757] lr: 1.000e-02, eta: 2 days, 3:02:33, time: 0.327, data_time: 0.003, memory: 3385, top1_acc: 0.3930, top5_acc: 0.6516, loss_cls: 2.7119, loss: 2.7119, grad_norm: 4.1713 2021-01-29 08:13:24,275 - mmaction - INFO - Epoch [10][1620/3757] lr: 1.000e-02, eta: 2 days, 3:01:29, time: 0.266, data_time: 0.004, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6727, loss_cls: 2.6002, loss: 2.6002, grad_norm: 4.1985 2021-01-29 08:13:29,899 - mmaction - INFO - Epoch [10][1640/3757] lr: 1.000e-02, eta: 2 days, 3:00:29, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6711, loss_cls: 2.5388, loss: 2.5388, grad_norm: 4.2346 2021-01-29 08:13:36,031 - mmaction - INFO - Epoch [10][1660/3757] lr: 1.000e-02, eta: 2 days, 2:59:33, time: 0.307, data_time: 0.003, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6344, loss_cls: 2.6851, loss: 2.6851, grad_norm: 4.2277 2021-01-29 08:13:41,484 - mmaction - INFO - Epoch [10][1680/3757] lr: 1.000e-02, eta: 2 days, 2:58:31, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6570, loss_cls: 2.6203, loss: 2.6203, grad_norm: 4.2565 2021-01-29 08:13:47,071 - mmaction - INFO - Epoch [10][1700/3757] lr: 1.000e-02, eta: 2 days, 2:57:31, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6570, loss_cls: 2.6230, loss: 2.6230, grad_norm: 4.1107 2021-01-29 08:13:52,237 - mmaction - INFO - Epoch [10][1720/3757] lr: 1.000e-02, eta: 2 days, 2:56:26, time: 0.258, data_time: 0.004, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6703, loss_cls: 2.5453, loss: 2.5453, grad_norm: 4.3679 2021-01-29 08:13:57,743 - mmaction - INFO - Epoch [10][1740/3757] lr: 1.000e-02, eta: 2 days, 2:55:25, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6641, loss_cls: 2.6610, loss: 2.6610, grad_norm: 4.1378 2021-01-29 08:14:03,647 - mmaction - INFO - Epoch [10][1760/3757] lr: 1.000e-02, eta: 2 days, 2:54:27, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6680, loss_cls: 2.5399, loss: 2.5399, grad_norm: 4.1298 2021-01-29 08:14:09,515 - mmaction - INFO - Epoch [10][1780/3757] lr: 1.000e-02, eta: 2 days, 2:53:30, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6922, loss_cls: 2.5843, loss: 2.5843, grad_norm: 4.3342 2021-01-29 08:14:15,525 - mmaction - INFO - Epoch [10][1800/3757] lr: 1.000e-02, eta: 2 days, 2:52:33, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6906, loss_cls: 2.4861, loss: 2.4861, grad_norm: 4.1012 2021-01-29 08:14:21,248 - mmaction - INFO - Epoch [10][1820/3757] lr: 1.000e-02, eta: 2 days, 2:51:34, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4031, top5_acc: 0.6766, loss_cls: 2.6042, loss: 2.6042, grad_norm: 4.2036 2021-01-29 08:14:26,666 - mmaction - INFO - Epoch [10][1840/3757] lr: 1.000e-02, eta: 2 days, 2:50:33, time: 0.271, data_time: 0.004, memory: 3385, top1_acc: 0.3922, top5_acc: 0.6523, loss_cls: 2.6934, loss: 2.6934, grad_norm: 4.1817 2021-01-29 08:14:32,079 - mmaction - INFO - Epoch [10][1860/3757] lr: 1.000e-02, eta: 2 days, 2:49:31, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.5245, loss: 2.5245, grad_norm: 4.2090 2021-01-29 08:14:37,678 - mmaction - INFO - Epoch [10][1880/3757] lr: 1.000e-02, eta: 2 days, 2:48:31, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6727, loss_cls: 2.5751, loss: 2.5751, grad_norm: 4.5161 2021-01-29 08:14:44,037 - mmaction - INFO - Epoch [10][1900/3757] lr: 1.000e-02, eta: 2 days, 2:47:38, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6766, loss_cls: 2.5958, loss: 2.5958, grad_norm: 4.2035 2021-01-29 08:14:49,200 - mmaction - INFO - Epoch [10][1920/3757] lr: 1.000e-02, eta: 2 days, 2:46:34, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6797, loss_cls: 2.5463, loss: 2.5463, grad_norm: 4.2013 2021-01-29 08:14:54,601 - mmaction - INFO - Epoch [10][1940/3757] lr: 1.000e-02, eta: 2 days, 2:45:33, time: 0.271, data_time: 0.003, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6672, loss_cls: 2.6676, loss: 2.6676, grad_norm: 5.0120 2021-01-29 08:15:00,533 - mmaction - INFO - Epoch [10][1960/3757] lr: 1.000e-02, eta: 2 days, 2:44:36, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4016, top5_acc: 0.6570, loss_cls: 2.6882, loss: 2.6882, grad_norm: 4.3140 2021-01-29 08:15:06,341 - mmaction - INFO - Epoch [10][1980/3757] lr: 1.000e-02, eta: 2 days, 2:43:39, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.6357, loss: 2.6357, grad_norm: 4.1984 2021-01-29 08:15:12,257 - mmaction - INFO - Epoch [10][2000/3757] lr: 1.000e-02, eta: 2 days, 2:42:42, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5466, loss: 2.5466, grad_norm: 4.2050 2021-01-29 08:15:17,758 - mmaction - INFO - Epoch [10][2020/3757] lr: 1.000e-02, eta: 2 days, 2:41:41, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6828, loss_cls: 2.5430, loss: 2.5430, grad_norm: 4.1137 2021-01-29 08:15:22,866 - mmaction - INFO - Epoch [10][2040/3757] lr: 1.000e-02, eta: 2 days, 2:40:37, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.3953, top5_acc: 0.6289, loss_cls: 2.7253, loss: 2.7253, grad_norm: 4.2183 2021-01-29 08:15:29,008 - mmaction - INFO - Epoch [10][2060/3757] lr: 1.000e-02, eta: 2 days, 2:39:43, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6711, loss_cls: 2.5960, loss: 2.5960, grad_norm: 4.1589 2021-01-29 08:15:35,019 - mmaction - INFO - Epoch [10][2080/3757] lr: 1.000e-02, eta: 2 days, 2:38:48, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6719, loss_cls: 2.6146, loss: 2.6146, grad_norm: 4.0067 2021-01-29 08:15:40,972 - mmaction - INFO - Epoch [10][2100/3757] lr: 1.000e-02, eta: 2 days, 2:37:52, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6508, loss_cls: 2.6195, loss: 2.6195, grad_norm: 4.2985 2021-01-29 08:15:46,264 - mmaction - INFO - Epoch [10][2120/3757] lr: 1.000e-02, eta: 2 days, 2:36:49, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.3891, top5_acc: 0.6484, loss_cls: 2.6814, loss: 2.6814, grad_norm: 4.2027 2021-01-29 08:15:52,313 - mmaction - INFO - Epoch [10][2140/3757] lr: 1.000e-02, eta: 2 days, 2:35:55, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6727, loss_cls: 2.5452, loss: 2.5452, grad_norm: 4.1043 2021-01-29 08:15:58,250 - mmaction - INFO - Epoch [10][2160/3757] lr: 1.000e-02, eta: 2 days, 2:34:59, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6695, loss_cls: 2.5673, loss: 2.5673, grad_norm: 4.1444 2021-01-29 08:16:03,558 - mmaction - INFO - Epoch [10][2180/3757] lr: 1.000e-02, eta: 2 days, 2:33:57, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6687, loss_cls: 2.5741, loss: 2.5741, grad_norm: 4.1842 2021-01-29 08:16:08,944 - mmaction - INFO - Epoch [10][2200/3757] lr: 1.000e-02, eta: 2 days, 2:32:56, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6680, loss_cls: 2.5619, loss: 2.5619, grad_norm: 4.0688 2021-01-29 08:16:14,467 - mmaction - INFO - Epoch [10][2220/3757] lr: 1.000e-02, eta: 2 days, 2:31:56, time: 0.275, data_time: 0.000, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.5925, loss: 2.5925, grad_norm: 4.1116 2021-01-29 08:16:19,954 - mmaction - INFO - Epoch [10][2240/3757] lr: 1.000e-02, eta: 2 days, 2:30:56, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6922, loss_cls: 2.4757, loss: 2.4757, grad_norm: 4.3665 2021-01-29 08:16:25,868 - mmaction - INFO - Epoch [10][2260/3757] lr: 1.000e-02, eta: 2 days, 2:30:00, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4008, top5_acc: 0.6539, loss_cls: 2.6348, loss: 2.6348, grad_norm: 4.2229 2021-01-29 08:16:31,430 - mmaction - INFO - Epoch [10][2280/3757] lr: 1.000e-02, eta: 2 days, 2:29:01, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6594, loss_cls: 2.6702, loss: 2.6702, grad_norm: 4.3280 2021-01-29 08:16:37,327 - mmaction - INFO - Epoch [10][2300/3757] lr: 1.000e-02, eta: 2 days, 2:28:05, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6883, loss_cls: 2.5178, loss: 2.5178, grad_norm: 3.9882 2021-01-29 08:16:42,705 - mmaction - INFO - Epoch [10][2320/3757] lr: 1.000e-02, eta: 2 days, 2:27:05, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6734, loss_cls: 2.5562, loss: 2.5562, grad_norm: 4.1174 2021-01-29 08:16:49,043 - mmaction - INFO - Epoch [10][2340/3757] lr: 1.000e-02, eta: 2 days, 2:26:13, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4000, top5_acc: 0.6547, loss_cls: 2.6455, loss: 2.6455, grad_norm: 4.1691 2021-01-29 08:16:54,677 - mmaction - INFO - Epoch [10][2360/3757] lr: 1.000e-02, eta: 2 days, 2:25:15, time: 0.281, data_time: 0.005, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6539, loss_cls: 2.5861, loss: 2.5861, grad_norm: 4.0110 2021-01-29 08:17:00,305 - mmaction - INFO - Epoch [10][2380/3757] lr: 1.000e-02, eta: 2 days, 2:24:17, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4125, top5_acc: 0.6836, loss_cls: 2.5371, loss: 2.5371, grad_norm: 4.3512 2021-01-29 08:17:05,559 - mmaction - INFO - Epoch [10][2400/3757] lr: 1.000e-02, eta: 2 days, 2:23:15, time: 0.263, data_time: 0.005, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6852, loss_cls: 2.5056, loss: 2.5056, grad_norm: 4.0355 2021-01-29 08:17:11,272 - mmaction - INFO - Epoch [10][2420/3757] lr: 1.000e-02, eta: 2 days, 2:22:18, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6836, loss_cls: 2.5316, loss: 2.5316, grad_norm: 4.0637 2021-01-29 08:17:17,025 - mmaction - INFO - Epoch [10][2440/3757] lr: 1.000e-02, eta: 2 days, 2:21:21, time: 0.288, data_time: 0.005, memory: 3385, top1_acc: 0.4031, top5_acc: 0.6742, loss_cls: 2.6216, loss: 2.6216, grad_norm: 4.2495 2021-01-29 08:17:22,356 - mmaction - INFO - Epoch [10][2460/3757] lr: 1.000e-02, eta: 2 days, 2:20:20, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.6984, loss_cls: 2.3895, loss: 2.3895, grad_norm: 4.1835 2021-01-29 08:17:28,102 - mmaction - INFO - Epoch [10][2480/3757] lr: 1.000e-02, eta: 2 days, 2:19:23, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6984, loss_cls: 2.4791, loss: 2.4791, grad_norm: 4.2789 2021-01-29 08:17:33,529 - mmaction - INFO - Epoch [10][2500/3757] lr: 1.000e-02, eta: 2 days, 2:18:24, time: 0.271, data_time: 0.000, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6609, loss_cls: 2.6000, loss: 2.6000, grad_norm: 4.1318 2021-01-29 08:17:39,033 - mmaction - INFO - Epoch [10][2520/3757] lr: 1.000e-02, eta: 2 days, 2:17:25, time: 0.275, data_time: 0.004, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6578, loss_cls: 2.6128, loss: 2.6128, grad_norm: 4.1850 2021-01-29 08:17:44,949 - mmaction - INFO - Epoch [10][2540/3757] lr: 1.000e-02, eta: 2 days, 2:16:30, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6836, loss_cls: 2.4694, loss: 2.4694, grad_norm: 4.1927 2021-01-29 08:17:50,292 - mmaction - INFO - Epoch [10][2560/3757] lr: 1.000e-02, eta: 2 days, 2:15:29, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6813, loss_cls: 2.4906, loss: 2.4906, grad_norm: 4.1264 2021-01-29 08:17:55,968 - mmaction - INFO - Epoch [10][2580/3757] lr: 1.000e-02, eta: 2 days, 2:14:32, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6828, loss_cls: 2.5000, loss: 2.5000, grad_norm: 4.0840 2021-01-29 08:18:01,238 - mmaction - INFO - Epoch [10][2600/3757] lr: 1.000e-02, eta: 2 days, 2:13:31, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6750, loss_cls: 2.5512, loss: 2.5512, grad_norm: 4.1560 2021-01-29 08:18:07,417 - mmaction - INFO - Epoch [10][2620/3757] lr: 1.000e-02, eta: 2 days, 2:12:39, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.3875, top5_acc: 0.6813, loss_cls: 2.5495, loss: 2.5495, grad_norm: 4.1736 2021-01-29 08:18:13,394 - mmaction - INFO - Epoch [10][2640/3757] lr: 1.000e-02, eta: 2 days, 2:11:45, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4000, top5_acc: 0.6547, loss_cls: 2.6498, loss: 2.6498, grad_norm: 4.2307 2021-01-29 08:18:19,013 - mmaction - INFO - Epoch [10][2660/3757] lr: 1.000e-02, eta: 2 days, 2:10:47, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.7094, loss_cls: 2.4482, loss: 2.4482, grad_norm: 4.0986 2021-01-29 08:18:24,815 - mmaction - INFO - Epoch [10][2680/3757] lr: 1.000e-02, eta: 2 days, 2:09:51, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6898, loss_cls: 2.5065, loss: 2.5065, grad_norm: 4.3174 2021-01-29 08:18:30,012 - mmaction - INFO - Epoch [10][2700/3757] lr: 1.000e-02, eta: 2 days, 2:08:50, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6711, loss_cls: 2.5699, loss: 2.5699, grad_norm: 4.3667 2021-01-29 08:18:35,845 - mmaction - INFO - Epoch [10][2720/3757] lr: 1.000e-02, eta: 2 days, 2:07:55, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6773, loss_cls: 2.5476, loss: 2.5476, grad_norm: 4.2229 2021-01-29 08:18:41,799 - mmaction - INFO - Epoch [10][2740/3757] lr: 1.000e-02, eta: 2 days, 2:07:01, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.3836, top5_acc: 0.6578, loss_cls: 2.6833, loss: 2.6833, grad_norm: 4.3929 2021-01-29 08:18:48,118 - mmaction - INFO - Epoch [10][2760/3757] lr: 1.000e-02, eta: 2 days, 2:06:10, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6727, loss_cls: 2.5770, loss: 2.5770, grad_norm: 3.9685 2021-01-29 08:18:53,342 - mmaction - INFO - Epoch [10][2780/3757] lr: 1.000e-02, eta: 2 days, 2:05:09, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6937, loss_cls: 2.4572, loss: 2.4572, grad_norm: 4.4020 2021-01-29 08:18:59,631 - mmaction - INFO - Epoch [10][2800/3757] lr: 1.000e-02, eta: 2 days, 2:04:18, time: 0.315, data_time: 0.003, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6828, loss_cls: 2.4805, loss: 2.4805, grad_norm: 4.1006 2021-01-29 08:19:05,174 - mmaction - INFO - Epoch [10][2820/3757] lr: 1.000e-02, eta: 2 days, 2:03:20, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6633, loss_cls: 2.6184, loss: 2.6184, grad_norm: 4.1266 2021-01-29 08:19:11,274 - mmaction - INFO - Epoch [10][2840/3757] lr: 1.000e-02, eta: 2 days, 2:02:28, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.6474, loss: 2.6474, grad_norm: 4.1426 2021-01-29 08:19:16,928 - mmaction - INFO - Epoch [10][2860/3757] lr: 1.000e-02, eta: 2 days, 2:01:31, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6703, loss_cls: 2.5690, loss: 2.5690, grad_norm: 4.1847 2021-01-29 08:19:22,955 - mmaction - INFO - Epoch [10][2880/3757] lr: 1.000e-02, eta: 2 days, 2:00:38, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4023, top5_acc: 0.6633, loss_cls: 2.6045, loss: 2.6045, grad_norm: 4.2523 2021-01-29 08:19:28,378 - mmaction - INFO - Epoch [10][2900/3757] lr: 1.000e-02, eta: 2 days, 1:59:40, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6820, loss_cls: 2.4683, loss: 2.4683, grad_norm: 4.1917 2021-01-29 08:19:33,610 - mmaction - INFO - Epoch [10][2920/3757] lr: 1.000e-02, eta: 2 days, 1:58:39, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.3828, top5_acc: 0.6602, loss_cls: 2.6484, loss: 2.6484, grad_norm: 4.2223 2021-01-29 08:19:39,243 - mmaction - INFO - Epoch [10][2940/3757] lr: 1.000e-02, eta: 2 days, 1:57:43, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6922, loss_cls: 2.5422, loss: 2.5422, grad_norm: 4.1725 2021-01-29 08:19:44,723 - mmaction - INFO - Epoch [10][2960/3757] lr: 1.000e-02, eta: 2 days, 1:56:45, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5503, loss: 2.5503, grad_norm: 4.3758 2021-01-29 08:19:50,192 - mmaction - INFO - Epoch [10][2980/3757] lr: 1.000e-02, eta: 2 days, 1:55:47, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.5290, loss: 2.5290, grad_norm: 4.2107 2021-01-29 08:19:56,006 - mmaction - INFO - Epoch [10][3000/3757] lr: 1.000e-02, eta: 2 days, 1:54:52, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6687, loss_cls: 2.5262, loss: 2.5262, grad_norm: 4.3228 2021-01-29 08:20:01,642 - mmaction - INFO - Epoch [10][3020/3757] lr: 1.000e-02, eta: 2 days, 1:53:56, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6922, loss_cls: 2.4600, loss: 2.4600, grad_norm: 4.2099 2021-01-29 08:20:07,003 - mmaction - INFO - Epoch [10][3040/3757] lr: 1.000e-02, eta: 2 days, 1:52:57, time: 0.269, data_time: 0.004, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6664, loss_cls: 2.5571, loss: 2.5571, grad_norm: 4.2998 2021-01-29 08:20:12,510 - mmaction - INFO - Epoch [10][3060/3757] lr: 1.000e-02, eta: 2 days, 1:52:00, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6789, loss_cls: 2.4980, loss: 2.4980, grad_norm: 4.2561 2021-01-29 08:20:18,299 - mmaction - INFO - Epoch [10][3080/3757] lr: 1.000e-02, eta: 2 days, 1:51:05, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6898, loss_cls: 2.5599, loss: 2.5599, grad_norm: 4.1036 2021-01-29 08:20:23,807 - mmaction - INFO - Epoch [10][3100/3757] lr: 1.000e-02, eta: 2 days, 1:50:08, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6781, loss_cls: 2.5883, loss: 2.5883, grad_norm: 4.3046 2021-01-29 08:20:29,708 - mmaction - INFO - Epoch [10][3120/3757] lr: 1.000e-02, eta: 2 days, 1:49:14, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4672, loss: 2.4672, grad_norm: 4.1338 2021-01-29 08:20:35,333 - mmaction - INFO - Epoch [10][3140/3757] lr: 1.000e-02, eta: 2 days, 1:48:18, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6781, loss_cls: 2.5283, loss: 2.5283, grad_norm: 4.3448 2021-01-29 08:20:41,164 - mmaction - INFO - Epoch [10][3160/3757] lr: 1.000e-02, eta: 2 days, 1:47:24, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6664, loss_cls: 2.5841, loss: 2.5841, grad_norm: 4.1663 2021-01-29 08:20:47,318 - mmaction - INFO - Epoch [10][3180/3757] lr: 1.000e-02, eta: 2 days, 1:46:33, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6836, loss_cls: 2.4974, loss: 2.4974, grad_norm: 4.1714 2021-01-29 08:20:52,299 - mmaction - INFO - Epoch [10][3200/3757] lr: 1.000e-02, eta: 2 days, 1:45:31, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6687, loss_cls: 2.5900, loss: 2.5900, grad_norm: 4.2162 2021-01-29 08:20:58,054 - mmaction - INFO - Epoch [10][3220/3757] lr: 1.000e-02, eta: 2 days, 1:44:36, time: 0.288, data_time: 0.004, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6891, loss_cls: 2.5214, loss: 2.5214, grad_norm: 4.0409 2021-01-29 08:21:04,009 - mmaction - INFO - Epoch [10][3240/3757] lr: 1.000e-02, eta: 2 days, 1:43:43, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4008, top5_acc: 0.6641, loss_cls: 2.6331, loss: 2.6331, grad_norm: 4.1689 2021-01-29 08:21:09,419 - mmaction - INFO - Epoch [10][3260/3757] lr: 1.000e-02, eta: 2 days, 1:42:46, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6906, loss_cls: 2.4872, loss: 2.4872, grad_norm: 4.4044 2021-01-29 08:21:15,023 - mmaction - INFO - Epoch [10][3280/3757] lr: 1.000e-02, eta: 2 days, 1:41:50, time: 0.280, data_time: 0.000, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6461, loss_cls: 2.6682, loss: 2.6682, grad_norm: 4.0512 2021-01-29 08:21:20,803 - mmaction - INFO - Epoch [10][3300/3757] lr: 1.000e-02, eta: 2 days, 1:40:56, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6687, loss_cls: 2.5740, loss: 2.5740, grad_norm: 4.2215 2021-01-29 08:21:26,689 - mmaction - INFO - Epoch [10][3320/3757] lr: 1.000e-02, eta: 2 days, 1:40:02, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6562, loss_cls: 2.6910, loss: 2.6910, grad_norm: 4.0841 2021-01-29 08:21:32,384 - mmaction - INFO - Epoch [10][3340/3757] lr: 1.000e-02, eta: 2 days, 1:39:07, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6844, loss_cls: 2.5117, loss: 2.5117, grad_norm: 4.1791 2021-01-29 08:21:38,290 - mmaction - INFO - Epoch [10][3360/3757] lr: 1.000e-02, eta: 2 days, 1:38:14, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6789, loss_cls: 2.5564, loss: 2.5564, grad_norm: 4.3127 2021-01-29 08:21:44,786 - mmaction - INFO - Epoch [10][3380/3757] lr: 1.000e-02, eta: 2 days, 1:37:27, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6687, loss_cls: 2.5433, loss: 2.5433, grad_norm: 4.1227 2021-01-29 08:21:50,174 - mmaction - INFO - Epoch [10][3400/3757] lr: 1.000e-02, eta: 2 days, 1:36:29, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6781, loss_cls: 2.5139, loss: 2.5139, grad_norm: 4.1726 2021-01-29 08:21:55,615 - mmaction - INFO - Epoch [10][3420/3757] lr: 1.000e-02, eta: 2 days, 1:35:32, time: 0.272, data_time: 0.003, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6766, loss_cls: 2.5050, loss: 2.5050, grad_norm: 4.0832 2021-01-29 08:22:01,064 - mmaction - INFO - Epoch [10][3440/3757] lr: 1.000e-02, eta: 2 days, 1:34:35, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6625, loss_cls: 2.6217, loss: 2.6217, grad_norm: 3.9868 2021-01-29 08:22:06,687 - mmaction - INFO - Epoch [10][3460/3757] lr: 1.000e-02, eta: 2 days, 1:33:40, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6711, loss_cls: 2.5604, loss: 2.5604, grad_norm: 4.2220 2021-01-29 08:22:12,660 - mmaction - INFO - Epoch [10][3480/3757] lr: 1.000e-02, eta: 2 days, 1:32:48, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6766, loss_cls: 2.5517, loss: 2.5517, grad_norm: 4.1029 2021-01-29 08:22:18,747 - mmaction - INFO - Epoch [10][3500/3757] lr: 1.000e-02, eta: 2 days, 1:31:57, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.4459, loss: 2.4459, grad_norm: 4.1425 2021-01-29 08:22:24,339 - mmaction - INFO - Epoch [10][3520/3757] lr: 1.000e-02, eta: 2 days, 1:31:02, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.6844, loss_cls: 2.4696, loss: 2.4696, grad_norm: 4.1227 2021-01-29 08:22:30,199 - mmaction - INFO - Epoch [10][3540/3757] lr: 1.000e-02, eta: 2 days, 1:30:09, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6672, loss_cls: 2.5562, loss: 2.5562, grad_norm: 4.2832 2021-01-29 08:22:35,768 - mmaction - INFO - Epoch [10][3560/3757] lr: 1.000e-02, eta: 2 days, 1:29:13, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6703, loss_cls: 2.6286, loss: 2.6286, grad_norm: 4.2896 2021-01-29 08:22:41,528 - mmaction - INFO - Epoch [10][3580/3757] lr: 1.000e-02, eta: 2 days, 1:28:20, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6703, loss_cls: 2.5666, loss: 2.5666, grad_norm: 4.2488 2021-01-29 08:22:46,938 - mmaction - INFO - Epoch [10][3600/3757] lr: 1.000e-02, eta: 2 days, 1:27:23, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6828, loss_cls: 2.5120, loss: 2.5120, grad_norm: 4.1834 2021-01-29 08:22:53,047 - mmaction - INFO - Epoch [10][3620/3757] lr: 1.000e-02, eta: 2 days, 1:26:32, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6750, loss_cls: 2.5122, loss: 2.5122, grad_norm: 4.1171 2021-01-29 08:22:58,733 - mmaction - INFO - Epoch [10][3640/3757] lr: 1.000e-02, eta: 2 days, 1:25:38, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6781, loss_cls: 2.5424, loss: 2.5424, grad_norm: 4.1726 2021-01-29 08:23:03,885 - mmaction - INFO - Epoch [10][3660/3757] lr: 1.000e-02, eta: 2 days, 1:24:39, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6891, loss_cls: 2.5077, loss: 2.5077, grad_norm: 4.2129 2021-01-29 08:23:09,433 - mmaction - INFO - Epoch [10][3680/3757] lr: 1.000e-02, eta: 2 days, 1:23:44, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6742, loss_cls: 2.5514, loss: 2.5514, grad_norm: 4.1437 2021-01-29 08:23:16,165 - mmaction - INFO - Epoch [10][3700/3757] lr: 1.000e-02, eta: 2 days, 1:22:59, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6703, loss_cls: 2.5903, loss: 2.5903, grad_norm: 5.3191 2021-01-29 08:23:21,327 - mmaction - INFO - Epoch [10][3720/3757] lr: 1.000e-02, eta: 2 days, 1:22:01, time: 0.258, data_time: 0.003, memory: 3385, top1_acc: 0.4055, top5_acc: 0.6695, loss_cls: 2.5938, loss: 2.5938, grad_norm: 4.3275 2021-01-29 08:23:27,379 - mmaction - INFO - Epoch [10][3740/3757] lr: 1.000e-02, eta: 2 days, 1:21:10, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6766, loss_cls: 2.5537, loss: 2.5537, grad_norm: 4.2858 2021-01-29 08:23:51,017 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-01-29 08:37:25,788 - mmaction - INFO - Epoch [11][20/3757] lr: 1.000e-02, eta: 2 days, 3:19:58, time: 40.706, data_time: 40.043, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6609, loss_cls: 2.5239, loss: 2.5239, grad_norm: 4.1457 2021-01-29 08:37:30,061 - mmaction - INFO - Epoch [11][40/3757] lr: 1.000e-02, eta: 2 days, 3:18:48, time: 0.219, data_time: 0.008, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5656, loss: 2.5656, grad_norm: 4.2217 2021-01-29 08:37:34,273 - mmaction - INFO - Epoch [11][60/3757] lr: 1.000e-02, eta: 2 days, 3:17:37, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.5319, loss: 2.5319, grad_norm: 4.2073 2021-01-29 08:37:38,497 - mmaction - INFO - Epoch [11][80/3757] lr: 1.000e-02, eta: 2 days, 3:16:26, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.4477, top5_acc: 0.6961, loss_cls: 2.4587, loss: 2.4587, grad_norm: 4.2037 2021-01-29 08:37:42,672 - mmaction - INFO - Epoch [11][100/3757] lr: 1.000e-02, eta: 2 days, 3:15:15, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.4701, loss: 2.4701, grad_norm: 4.1240 2021-01-29 08:37:46,835 - mmaction - INFO - Epoch [11][120/3757] lr: 1.000e-02, eta: 2 days, 3:14:03, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6586, loss_cls: 2.5843, loss: 2.5843, grad_norm: 4.0870 2021-01-29 08:37:51,110 - mmaction - INFO - Epoch [11][140/3757] lr: 1.000e-02, eta: 2 days, 3:12:53, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6844, loss_cls: 2.4856, loss: 2.4856, grad_norm: 4.1270 2021-01-29 08:37:55,262 - mmaction - INFO - Epoch [11][160/3757] lr: 1.000e-02, eta: 2 days, 3:11:41, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6898, loss_cls: 2.5109, loss: 2.5109, grad_norm: 4.2793 2021-01-29 08:37:59,478 - mmaction - INFO - Epoch [11][180/3757] lr: 1.000e-02, eta: 2 days, 3:10:30, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6805, loss_cls: 2.4754, loss: 2.4754, grad_norm: 4.1589 2021-01-29 08:38:03,645 - mmaction - INFO - Epoch [11][200/3757] lr: 1.000e-02, eta: 2 days, 3:09:19, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6961, loss_cls: 2.5196, loss: 2.5196, grad_norm: 4.1833 2021-01-29 08:38:07,748 - mmaction - INFO - Epoch [11][220/3757] lr: 1.000e-02, eta: 2 days, 3:08:08, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6602, loss_cls: 2.5701, loss: 2.5701, grad_norm: 4.1887 2021-01-29 08:38:12,021 - mmaction - INFO - Epoch [11][240/3757] lr: 1.000e-02, eta: 2 days, 3:06:58, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5583, loss: 2.5583, grad_norm: 4.1584 2021-01-29 08:38:16,150 - mmaction - INFO - Epoch [11][260/3757] lr: 1.000e-02, eta: 2 days, 3:05:46, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6867, loss_cls: 2.5447, loss: 2.5447, grad_norm: 4.2060 2021-01-29 08:38:20,467 - mmaction - INFO - Epoch [11][280/3757] lr: 1.000e-02, eta: 2 days, 3:04:37, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7039, loss_cls: 2.4077, loss: 2.4077, grad_norm: 4.1105 2021-01-29 08:38:24,664 - mmaction - INFO - Epoch [11][300/3757] lr: 1.000e-02, eta: 2 days, 3:03:26, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6727, loss_cls: 2.5186, loss: 2.5186, grad_norm: 4.4814 2021-01-29 08:38:28,862 - mmaction - INFO - Epoch [11][320/3757] lr: 1.000e-02, eta: 2 days, 3:02:16, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6773, loss_cls: 2.5885, loss: 2.5885, grad_norm: 4.2482 2021-01-29 08:38:33,126 - mmaction - INFO - Epoch [11][340/3757] lr: 1.000e-02, eta: 2 days, 3:01:06, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6945, loss_cls: 2.4979, loss: 2.4979, grad_norm: 4.3316 2021-01-29 08:38:37,233 - mmaction - INFO - Epoch [11][360/3757] lr: 1.000e-02, eta: 2 days, 2:59:55, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6859, loss_cls: 2.5152, loss: 2.5152, grad_norm: 4.0691 2021-01-29 08:38:41,673 - mmaction - INFO - Epoch [11][380/3757] lr: 1.000e-02, eta: 2 days, 2:58:47, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6687, loss_cls: 2.5560, loss: 2.5560, grad_norm: 4.2296 2021-01-29 08:38:46,018 - mmaction - INFO - Epoch [11][400/3757] lr: 1.000e-02, eta: 2 days, 2:57:38, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6969, loss_cls: 2.4303, loss: 2.4303, grad_norm: 4.2368 2021-01-29 08:38:50,364 - mmaction - INFO - Epoch [11][420/3757] lr: 1.000e-02, eta: 2 days, 2:56:29, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.6335, loss: 2.6335, grad_norm: 4.4666 2021-01-29 08:38:54,604 - mmaction - INFO - Epoch [11][440/3757] lr: 1.000e-02, eta: 2 days, 2:55:19, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6711, loss_cls: 2.6334, loss: 2.6334, grad_norm: 4.1743 2021-01-29 08:38:58,921 - mmaction - INFO - Epoch [11][460/3757] lr: 1.000e-02, eta: 2 days, 2:54:10, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6641, loss_cls: 2.5657, loss: 2.5657, grad_norm: 4.1755 2021-01-29 08:39:03,315 - mmaction - INFO - Epoch [11][480/3757] lr: 1.000e-02, eta: 2 days, 2:53:02, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.7008, loss_cls: 2.4133, loss: 2.4133, grad_norm: 4.1914 2021-01-29 08:39:07,643 - mmaction - INFO - Epoch [11][500/3757] lr: 1.000e-02, eta: 2 days, 2:51:53, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6867, loss_cls: 2.5096, loss: 2.5096, grad_norm: 4.1108 2021-01-29 08:39:12,431 - mmaction - INFO - Epoch [11][520/3757] lr: 1.000e-02, eta: 2 days, 2:50:49, time: 0.241, data_time: 0.003, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6766, loss_cls: 2.5455, loss: 2.5455, grad_norm: 4.1582 2021-01-29 08:39:17,203 - mmaction - INFO - Epoch [11][540/3757] lr: 1.000e-02, eta: 2 days, 2:49:44, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6734, loss_cls: 2.5445, loss: 2.5445, grad_norm: 4.0487 2021-01-29 08:39:22,035 - mmaction - INFO - Epoch [11][560/3757] lr: 1.000e-02, eta: 2 days, 2:48:40, time: 0.242, data_time: 0.002, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6617, loss_cls: 2.5496, loss: 2.5496, grad_norm: 4.3900 2021-01-29 08:39:26,538 - mmaction - INFO - Epoch [11][580/3757] lr: 1.000e-02, eta: 2 days, 2:47:33, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.7000, loss_cls: 2.4419, loss: 2.4419, grad_norm: 4.1029 2021-01-29 08:39:31,762 - mmaction - INFO - Epoch [11][600/3757] lr: 1.000e-02, eta: 2 days, 2:46:33, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6789, loss_cls: 2.5143, loss: 2.5143, grad_norm: 4.2547 2021-01-29 08:39:36,675 - mmaction - INFO - Epoch [11][620/3757] lr: 1.000e-02, eta: 2 days, 2:45:30, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6602, loss_cls: 2.6229, loss: 2.6229, grad_norm: 4.2747 2021-01-29 08:39:41,315 - mmaction - INFO - Epoch [11][640/3757] lr: 1.000e-02, eta: 2 days, 2:44:24, time: 0.232, data_time: 0.002, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6961, loss_cls: 2.4552, loss: 2.4552, grad_norm: 3.9119 2021-01-29 08:39:47,158 - mmaction - INFO - Epoch [11][660/3757] lr: 1.000e-02, eta: 2 days, 2:43:29, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6617, loss_cls: 2.5976, loss: 2.5976, grad_norm: 4.0996 2021-01-29 08:39:51,710 - mmaction - INFO - Epoch [11][680/3757] lr: 1.000e-02, eta: 2 days, 2:42:23, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6875, loss_cls: 2.5394, loss: 2.5394, grad_norm: 4.3575 2021-01-29 08:39:56,620 - mmaction - INFO - Epoch [11][700/3757] lr: 1.000e-02, eta: 2 days, 2:41:20, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6711, loss_cls: 2.5867, loss: 2.5867, grad_norm: 4.2095 2021-01-29 08:40:01,876 - mmaction - INFO - Epoch [11][720/3757] lr: 1.000e-02, eta: 2 days, 2:40:21, time: 0.263, data_time: 0.000, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6945, loss_cls: 2.4608, loss: 2.4608, grad_norm: 4.1671 2021-01-29 08:40:07,117 - mmaction - INFO - Epoch [11][740/3757] lr: 1.000e-02, eta: 2 days, 2:39:21, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6875, loss_cls: 2.4887, loss: 2.4887, grad_norm: 4.4471 2021-01-29 08:40:12,069 - mmaction - INFO - Epoch [11][760/3757] lr: 1.000e-02, eta: 2 days, 2:38:18, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6766, loss_cls: 2.4854, loss: 2.4854, grad_norm: 4.1009 2021-01-29 08:40:17,167 - mmaction - INFO - Epoch [11][780/3757] lr: 1.000e-02, eta: 2 days, 2:37:17, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6773, loss_cls: 2.5595, loss: 2.5595, grad_norm: 4.2866 2021-01-29 08:40:22,866 - mmaction - INFO - Epoch [11][800/3757] lr: 1.000e-02, eta: 2 days, 2:36:22, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6750, loss_cls: 2.5881, loss: 2.5881, grad_norm: 4.1945 2021-01-29 08:40:28,453 - mmaction - INFO - Epoch [11][820/3757] lr: 1.000e-02, eta: 2 days, 2:35:25, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6773, loss_cls: 2.5033, loss: 2.5033, grad_norm: 4.0591 2021-01-29 08:40:33,603 - mmaction - INFO - Epoch [11][840/3757] lr: 1.000e-02, eta: 2 days, 2:34:25, time: 0.257, data_time: 0.000, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6969, loss_cls: 2.5089, loss: 2.5089, grad_norm: 4.1612 2021-01-29 08:40:38,766 - mmaction - INFO - Epoch [11][860/3757] lr: 1.000e-02, eta: 2 days, 2:33:24, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6727, loss_cls: 2.5404, loss: 2.5404, grad_norm: 4.0834 2021-01-29 08:40:43,588 - mmaction - INFO - Epoch [11][880/3757] lr: 1.000e-02, eta: 2 days, 2:32:21, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7023, loss_cls: 2.4536, loss: 2.4536, grad_norm: 4.0408 2021-01-29 08:40:48,958 - mmaction - INFO - Epoch [11][900/3757] lr: 1.000e-02, eta: 2 days, 2:31:23, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7133, loss_cls: 2.3756, loss: 2.3756, grad_norm: 4.1850 2021-01-29 08:40:54,242 - mmaction - INFO - Epoch [11][920/3757] lr: 1.000e-02, eta: 2 days, 2:30:24, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6906, loss_cls: 2.4746, loss: 2.4746, grad_norm: 4.0150 2021-01-29 08:41:00,002 - mmaction - INFO - Epoch [11][940/3757] lr: 1.000e-02, eta: 2 days, 2:29:29, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.5098, loss: 2.5098, grad_norm: 4.2923 2021-01-29 08:41:05,139 - mmaction - INFO - Epoch [11][960/3757] lr: 1.000e-02, eta: 2 days, 2:28:29, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4016, top5_acc: 0.6516, loss_cls: 2.6755, loss: 2.6755, grad_norm: 4.0306 2021-01-29 08:41:10,353 - mmaction - INFO - Epoch [11][980/3757] lr: 1.000e-02, eta: 2 days, 2:27:29, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6820, loss_cls: 2.5291, loss: 2.5291, grad_norm: 4.1745 2021-01-29 08:41:15,920 - mmaction - INFO - Epoch [11][1000/3757] lr: 1.000e-02, eta: 2 days, 2:26:33, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6813, loss_cls: 2.4959, loss: 2.4959, grad_norm: 4.1092 2021-01-29 08:41:21,767 - mmaction - INFO - Epoch [11][1020/3757] lr: 1.000e-02, eta: 2 days, 2:25:39, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6797, loss_cls: 2.5118, loss: 2.5118, grad_norm: 4.1244 2021-01-29 08:41:26,526 - mmaction - INFO - Epoch [11][1040/3757] lr: 1.000e-02, eta: 2 days, 2:24:36, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6859, loss_cls: 2.4872, loss: 2.4872, grad_norm: 4.1083 2021-01-29 08:41:31,971 - mmaction - INFO - Epoch [11][1060/3757] lr: 1.000e-02, eta: 2 days, 2:23:39, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4313, top5_acc: 0.7008, loss_cls: 2.4648, loss: 2.4648, grad_norm: 4.1085 2021-01-29 08:41:37,464 - mmaction - INFO - Epoch [11][1080/3757] lr: 1.000e-02, eta: 2 days, 2:22:42, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6805, loss_cls: 2.5626, loss: 2.5626, grad_norm: 4.0645 2021-01-29 08:41:42,980 - mmaction - INFO - Epoch [11][1100/3757] lr: 1.000e-02, eta: 2 days, 2:21:46, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5946, loss: 2.5946, grad_norm: 4.2439 2021-01-29 08:41:47,742 - mmaction - INFO - Epoch [11][1120/3757] lr: 1.000e-02, eta: 2 days, 2:20:43, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6859, loss_cls: 2.5347, loss: 2.5347, grad_norm: 4.1504 2021-01-29 08:41:53,105 - mmaction - INFO - Epoch [11][1140/3757] lr: 1.000e-02, eta: 2 days, 2:19:45, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6789, loss_cls: 2.4993, loss: 2.4993, grad_norm: 3.9533 2021-01-29 08:41:59,547 - mmaction - INFO - Epoch [11][1160/3757] lr: 1.000e-02, eta: 2 days, 2:18:57, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.4148, top5_acc: 0.7023, loss_cls: 2.4510, loss: 2.4510, grad_norm: 4.4071 2021-01-29 08:42:04,986 - mmaction - INFO - Epoch [11][1180/3757] lr: 1.000e-02, eta: 2 days, 2:18:00, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6898, loss_cls: 2.5003, loss: 2.5003, grad_norm: 3.9855 2021-01-29 08:42:10,836 - mmaction - INFO - Epoch [11][1200/3757] lr: 1.000e-02, eta: 2 days, 2:17:06, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6984, loss_cls: 2.4745, loss: 2.4745, grad_norm: 4.2726 2021-01-29 08:42:15,992 - mmaction - INFO - Epoch [11][1220/3757] lr: 1.000e-02, eta: 2 days, 2:16:07, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6727, loss_cls: 2.6088, loss: 2.6088, grad_norm: 4.0962 2021-01-29 08:42:20,910 - mmaction - INFO - Epoch [11][1240/3757] lr: 1.000e-02, eta: 2 days, 2:15:06, time: 0.246, data_time: 0.004, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6539, loss_cls: 2.6299, loss: 2.6299, grad_norm: 4.0367 2021-01-29 08:42:26,189 - mmaction - INFO - Epoch [11][1260/3757] lr: 1.000e-02, eta: 2 days, 2:14:08, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6789, loss_cls: 2.5509, loss: 2.5509, grad_norm: 4.0172 2021-01-29 08:42:32,121 - mmaction - INFO - Epoch [11][1280/3757] lr: 1.000e-02, eta: 2 days, 2:13:15, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6898, loss_cls: 2.4781, loss: 2.4781, grad_norm: 4.1452 2021-01-29 08:42:37,894 - mmaction - INFO - Epoch [11][1300/3757] lr: 1.000e-02, eta: 2 days, 2:12:22, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6781, loss_cls: 2.4806, loss: 2.4806, grad_norm: 4.1816 2021-01-29 08:42:43,662 - mmaction - INFO - Epoch [11][1320/3757] lr: 1.000e-02, eta: 2 days, 2:11:28, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4453, top5_acc: 0.6937, loss_cls: 2.4340, loss: 2.4340, grad_norm: 4.3051 2021-01-29 08:42:49,194 - mmaction - INFO - Epoch [11][1340/3757] lr: 1.000e-02, eta: 2 days, 2:10:32, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6687, loss_cls: 2.4971, loss: 2.4971, grad_norm: 4.0688 2021-01-29 08:42:54,272 - mmaction - INFO - Epoch [11][1360/3757] lr: 1.000e-02, eta: 2 days, 2:09:33, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6727, loss_cls: 2.5562, loss: 2.5562, grad_norm: 4.2273 2021-01-29 08:42:59,250 - mmaction - INFO - Epoch [11][1380/3757] lr: 1.000e-02, eta: 2 days, 2:08:32, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4008, top5_acc: 0.6656, loss_cls: 2.6146, loss: 2.6146, grad_norm: 4.1830 2021-01-29 08:43:05,227 - mmaction - INFO - Epoch [11][1400/3757] lr: 1.000e-02, eta: 2 days, 2:07:41, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6711, loss_cls: 2.5554, loss: 2.5554, grad_norm: 4.0354 2021-01-29 08:43:10,383 - mmaction - INFO - Epoch [11][1420/3757] lr: 1.000e-02, eta: 2 days, 2:06:42, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4039, top5_acc: 0.6687, loss_cls: 2.5715, loss: 2.5715, grad_norm: 4.0683 2021-01-29 08:43:16,099 - mmaction - INFO - Epoch [11][1440/3757] lr: 1.000e-02, eta: 2 days, 2:05:48, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6813, loss_cls: 2.5567, loss: 2.5567, grad_norm: 4.1556 2021-01-29 08:43:21,800 - mmaction - INFO - Epoch [11][1460/3757] lr: 1.000e-02, eta: 2 days, 2:04:54, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6781, loss_cls: 2.5261, loss: 2.5261, grad_norm: 4.0147 2021-01-29 08:43:27,691 - mmaction - INFO - Epoch [11][1480/3757] lr: 1.000e-02, eta: 2 days, 2:04:02, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6727, loss_cls: 2.6135, loss: 2.6135, grad_norm: 4.1336 2021-01-29 08:43:33,671 - mmaction - INFO - Epoch [11][1500/3757] lr: 1.000e-02, eta: 2 days, 2:03:10, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.4094, top5_acc: 0.7055, loss_cls: 2.5134, loss: 2.5134, grad_norm: 4.2900 2021-01-29 08:43:39,454 - mmaction - INFO - Epoch [11][1520/3757] lr: 1.000e-02, eta: 2 days, 2:02:17, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6750, loss_cls: 2.5732, loss: 2.5732, grad_norm: 4.2440 2021-01-29 08:43:45,146 - mmaction - INFO - Epoch [11][1540/3757] lr: 1.000e-02, eta: 2 days, 2:01:23, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6844, loss_cls: 2.5333, loss: 2.5333, grad_norm: 4.0634 2021-01-29 08:43:50,792 - mmaction - INFO - Epoch [11][1560/3757] lr: 1.000e-02, eta: 2 days, 2:00:29, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6703, loss_cls: 2.5365, loss: 2.5365, grad_norm: 4.3284 2021-01-29 08:43:56,684 - mmaction - INFO - Epoch [11][1580/3757] lr: 1.000e-02, eta: 2 days, 1:59:37, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6805, loss_cls: 2.5400, loss: 2.5400, grad_norm: 4.0721 2021-01-29 08:44:01,835 - mmaction - INFO - Epoch [11][1600/3757] lr: 1.000e-02, eta: 2 days, 1:58:39, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.4969, loss: 2.4969, grad_norm: 4.0287 2021-01-29 08:44:07,708 - mmaction - INFO - Epoch [11][1620/3757] lr: 1.000e-02, eta: 2 days, 1:57:47, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6852, loss_cls: 2.4686, loss: 2.4686, grad_norm: 4.1638 2021-01-29 08:44:12,795 - mmaction - INFO - Epoch [11][1640/3757] lr: 1.000e-02, eta: 2 days, 1:56:48, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6820, loss_cls: 2.5385, loss: 2.5385, grad_norm: 4.1489 2021-01-29 08:44:18,940 - mmaction - INFO - Epoch [11][1660/3757] lr: 1.000e-02, eta: 2 days, 1:55:58, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.3945, top5_acc: 0.6555, loss_cls: 2.6842, loss: 2.6842, grad_norm: 4.1417 2021-01-29 08:44:24,276 - mmaction - INFO - Epoch [11][1680/3757] lr: 1.000e-02, eta: 2 days, 1:55:02, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6734, loss_cls: 2.4802, loss: 2.4802, grad_norm: 3.9964 2021-01-29 08:44:29,966 - mmaction - INFO - Epoch [11][1700/3757] lr: 1.000e-02, eta: 2 days, 1:54:08, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6758, loss_cls: 2.5237, loss: 2.5237, grad_norm: 4.0554 2021-01-29 08:44:36,346 - mmaction - INFO - Epoch [11][1720/3757] lr: 1.000e-02, eta: 2 days, 1:53:21, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4227, top5_acc: 0.6937, loss_cls: 2.5000, loss: 2.5000, grad_norm: 4.0787 2021-01-29 08:44:42,157 - mmaction - INFO - Epoch [11][1740/3757] lr: 1.000e-02, eta: 2 days, 1:52:28, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6891, loss_cls: 2.4709, loss: 2.4709, grad_norm: 4.1398 2021-01-29 08:44:47,772 - mmaction - INFO - Epoch [11][1760/3757] lr: 1.000e-02, eta: 2 days, 1:51:34, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6813, loss_cls: 2.5168, loss: 2.5168, grad_norm: 4.1532 2021-01-29 08:44:53,819 - mmaction - INFO - Epoch [11][1780/3757] lr: 1.000e-02, eta: 2 days, 1:50:44, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.4669, loss: 2.4669, grad_norm: 4.1685 2021-01-29 08:44:59,561 - mmaction - INFO - Epoch [11][1800/3757] lr: 1.000e-02, eta: 2 days, 1:49:51, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6922, loss_cls: 2.4626, loss: 2.4626, grad_norm: 4.2005 2021-01-29 08:45:05,137 - mmaction - INFO - Epoch [11][1820/3757] lr: 1.000e-02, eta: 2 days, 1:48:57, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6953, loss_cls: 2.4859, loss: 2.4859, grad_norm: 4.1937 2021-01-29 08:45:10,968 - mmaction - INFO - Epoch [11][1840/3757] lr: 1.000e-02, eta: 2 days, 1:48:06, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6773, loss_cls: 2.5387, loss: 2.5387, grad_norm: 4.1750 2021-01-29 08:45:16,366 - mmaction - INFO - Epoch [11][1860/3757] lr: 1.000e-02, eta: 2 days, 1:47:10, time: 0.270, data_time: 0.000, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.6175, loss: 2.6175, grad_norm: 4.0204 2021-01-29 08:45:22,215 - mmaction - INFO - Epoch [11][1880/3757] lr: 1.000e-02, eta: 2 days, 1:46:18, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6906, loss_cls: 2.5149, loss: 2.5149, grad_norm: 4.0252 2021-01-29 08:45:27,834 - mmaction - INFO - Epoch [11][1900/3757] lr: 1.000e-02, eta: 2 days, 1:45:25, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6727, loss_cls: 2.4980, loss: 2.4980, grad_norm: 4.0110 2021-01-29 08:45:33,704 - mmaction - INFO - Epoch [11][1920/3757] lr: 1.000e-02, eta: 2 days, 1:44:33, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6797, loss_cls: 2.5437, loss: 2.5437, grad_norm: 4.0618 2021-01-29 08:45:39,395 - mmaction - INFO - Epoch [11][1940/3757] lr: 1.000e-02, eta: 2 days, 1:43:40, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6828, loss_cls: 2.5492, loss: 2.5492, grad_norm: 4.1997 2021-01-29 08:45:44,832 - mmaction - INFO - Epoch [11][1960/3757] lr: 1.000e-02, eta: 2 days, 1:42:45, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6828, loss_cls: 2.5198, loss: 2.5198, grad_norm: 4.2208 2021-01-29 08:45:50,523 - mmaction - INFO - Epoch [11][1980/3757] lr: 1.000e-02, eta: 2 days, 1:41:53, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6797, loss_cls: 2.5269, loss: 2.5269, grad_norm: 4.1511 2021-01-29 08:45:55,627 - mmaction - INFO - Epoch [11][2000/3757] lr: 1.000e-02, eta: 2 days, 1:40:55, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6844, loss_cls: 2.5314, loss: 2.5314, grad_norm: 4.0109 2021-01-29 08:46:01,358 - mmaction - INFO - Epoch [11][2020/3757] lr: 1.000e-02, eta: 2 days, 1:40:03, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6594, loss_cls: 2.5518, loss: 2.5518, grad_norm: 4.5043 2021-01-29 08:46:06,638 - mmaction - INFO - Epoch [11][2040/3757] lr: 1.000e-02, eta: 2 days, 1:39:06, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6703, loss_cls: 2.5232, loss: 2.5232, grad_norm: 4.1324 2021-01-29 08:46:12,335 - mmaction - INFO - Epoch [11][2060/3757] lr: 1.000e-02, eta: 2 days, 1:38:14, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.3992, top5_acc: 0.6633, loss_cls: 2.6584, loss: 2.6584, grad_norm: 3.9881 2021-01-29 08:46:17,925 - mmaction - INFO - Epoch [11][2080/3757] lr: 1.000e-02, eta: 2 days, 1:37:20, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6828, loss_cls: 2.5050, loss: 2.5050, grad_norm: 4.2119 2021-01-29 08:46:24,083 - mmaction - INFO - Epoch [11][2100/3757] lr: 1.000e-02, eta: 2 days, 1:36:32, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6727, loss_cls: 2.5472, loss: 2.5472, grad_norm: 4.1846 2021-01-29 08:46:29,805 - mmaction - INFO - Epoch [11][2120/3757] lr: 1.000e-02, eta: 2 days, 1:35:40, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4508, top5_acc: 0.6844, loss_cls: 2.4663, loss: 2.4663, grad_norm: 4.0131 2021-01-29 08:46:35,262 - mmaction - INFO - Epoch [11][2140/3757] lr: 1.000e-02, eta: 2 days, 1:34:45, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6789, loss_cls: 2.5512, loss: 2.5512, grad_norm: 4.2167 2021-01-29 08:46:40,411 - mmaction - INFO - Epoch [11][2160/3757] lr: 1.000e-02, eta: 2 days, 1:33:49, time: 0.258, data_time: 0.003, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7117, loss_cls: 2.3476, loss: 2.3476, grad_norm: 4.0646 2021-01-29 08:46:46,107 - mmaction - INFO - Epoch [11][2180/3757] lr: 1.000e-02, eta: 2 days, 1:32:56, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6625, loss_cls: 2.6444, loss: 2.6444, grad_norm: 4.2289 2021-01-29 08:46:51,877 - mmaction - INFO - Epoch [11][2200/3757] lr: 1.000e-02, eta: 2 days, 1:32:05, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6914, loss_cls: 2.4778, loss: 2.4778, grad_norm: 4.1422 2021-01-29 08:46:57,545 - mmaction - INFO - Epoch [11][2220/3757] lr: 1.000e-02, eta: 2 days, 1:31:12, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6992, loss_cls: 2.4510, loss: 2.4510, grad_norm: 4.0384 2021-01-29 08:47:02,892 - mmaction - INFO - Epoch [11][2240/3757] lr: 1.000e-02, eta: 2 days, 1:30:17, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.6883, loss_cls: 2.4092, loss: 2.4092, grad_norm: 4.1288 2021-01-29 08:47:08,236 - mmaction - INFO - Epoch [11][2260/3757] lr: 1.000e-02, eta: 2 days, 1:29:22, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6773, loss_cls: 2.5154, loss: 2.5154, grad_norm: 4.1345 2021-01-29 08:47:14,469 - mmaction - INFO - Epoch [11][2280/3757] lr: 1.000e-02, eta: 2 days, 1:28:35, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6680, loss_cls: 2.5280, loss: 2.5280, grad_norm: 4.2039 2021-01-29 08:47:20,764 - mmaction - INFO - Epoch [11][2300/3757] lr: 1.000e-02, eta: 2 days, 1:27:48, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6828, loss_cls: 2.4533, loss: 2.4533, grad_norm: 4.1635 2021-01-29 08:47:26,430 - mmaction - INFO - Epoch [11][2320/3757] lr: 1.000e-02, eta: 2 days, 1:26:56, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6742, loss_cls: 2.5520, loss: 2.5520, grad_norm: 4.2775 2021-01-29 08:47:31,878 - mmaction - INFO - Epoch [11][2340/3757] lr: 1.000e-02, eta: 2 days, 1:26:02, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6734, loss_cls: 2.5972, loss: 2.5972, grad_norm: 4.1351 2021-01-29 08:47:37,314 - mmaction - INFO - Epoch [11][2360/3757] lr: 1.000e-02, eta: 2 days, 1:25:08, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6945, loss_cls: 2.4493, loss: 2.4493, grad_norm: 4.0533 2021-01-29 08:47:42,884 - mmaction - INFO - Epoch [11][2380/3757] lr: 1.000e-02, eta: 2 days, 1:24:15, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4070, top5_acc: 0.6898, loss_cls: 2.5214, loss: 2.5214, grad_norm: 4.2873 2021-01-29 08:47:48,018 - mmaction - INFO - Epoch [11][2400/3757] lr: 1.000e-02, eta: 2 days, 1:23:18, time: 0.257, data_time: 0.003, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6781, loss_cls: 2.5110, loss: 2.5110, grad_norm: 4.2404 2021-01-29 08:47:53,962 - mmaction - INFO - Epoch [11][2420/3757] lr: 1.000e-02, eta: 2 days, 1:22:29, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6789, loss_cls: 2.5157, loss: 2.5157, grad_norm: 4.1506 2021-01-29 08:47:59,457 - mmaction - INFO - Epoch [11][2440/3757] lr: 1.000e-02, eta: 2 days, 1:21:35, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.6953, loss: 2.6953, grad_norm: 4.2030 2021-01-29 08:48:05,047 - mmaction - INFO - Epoch [11][2460/3757] lr: 1.000e-02, eta: 2 days, 1:20:43, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6797, loss_cls: 2.5122, loss: 2.5122, grad_norm: 4.0707 2021-01-29 08:48:10,531 - mmaction - INFO - Epoch [11][2480/3757] lr: 1.000e-02, eta: 2 days, 1:19:50, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6844, loss_cls: 2.5287, loss: 2.5287, grad_norm: 4.0570 2021-01-29 08:48:16,688 - mmaction - INFO - Epoch [11][2500/3757] lr: 1.000e-02, eta: 2 days, 1:19:02, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4016, top5_acc: 0.6523, loss_cls: 2.6863, loss: 2.6863, grad_norm: 4.1274 2021-01-29 08:48:21,757 - mmaction - INFO - Epoch [11][2520/3757] lr: 1.000e-02, eta: 2 days, 1:18:05, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6789, loss_cls: 2.5360, loss: 2.5360, grad_norm: 3.9968 2021-01-29 08:48:28,044 - mmaction - INFO - Epoch [11][2540/3757] lr: 1.000e-02, eta: 2 days, 1:17:19, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6789, loss_cls: 2.5173, loss: 2.5173, grad_norm: 4.1850 2021-01-29 08:48:33,453 - mmaction - INFO - Epoch [11][2560/3757] lr: 1.000e-02, eta: 2 days, 1:16:25, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.5080, loss: 2.5080, grad_norm: 4.1261 2021-01-29 08:48:38,954 - mmaction - INFO - Epoch [11][2580/3757] lr: 1.000e-02, eta: 2 days, 1:15:32, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6836, loss_cls: 2.5390, loss: 2.5390, grad_norm: 4.0683 2021-01-29 08:48:44,118 - mmaction - INFO - Epoch [11][2600/3757] lr: 1.000e-02, eta: 2 days, 1:14:36, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.4477, top5_acc: 0.7031, loss_cls: 2.3886, loss: 2.3886, grad_norm: 4.1324 2021-01-29 08:48:49,510 - mmaction - INFO - Epoch [11][2620/3757] lr: 1.000e-02, eta: 2 days, 1:13:43, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6852, loss_cls: 2.5126, loss: 2.5126, grad_norm: 4.1279 2021-01-29 08:48:55,847 - mmaction - INFO - Epoch [11][2640/3757] lr: 1.000e-02, eta: 2 days, 1:12:57, time: 0.317, data_time: 0.003, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6836, loss_cls: 2.5157, loss: 2.5157, grad_norm: 4.2890 2021-01-29 08:49:01,553 - mmaction - INFO - Epoch [11][2660/3757] lr: 1.000e-02, eta: 2 days, 1:12:06, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4227, top5_acc: 0.6687, loss_cls: 2.5686, loss: 2.5686, grad_norm: 4.1987 2021-01-29 08:49:07,182 - mmaction - INFO - Epoch [11][2680/3757] lr: 1.000e-02, eta: 2 days, 1:11:14, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4359, top5_acc: 0.7023, loss_cls: 2.4369, loss: 2.4369, grad_norm: 4.2218 2021-01-29 08:49:12,820 - mmaction - INFO - Epoch [11][2700/3757] lr: 1.000e-02, eta: 2 days, 1:10:22, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4125, top5_acc: 0.6852, loss_cls: 2.4843, loss: 2.4843, grad_norm: 4.1405 2021-01-29 08:49:18,796 - mmaction - INFO - Epoch [11][2720/3757] lr: 1.000e-02, eta: 2 days, 1:09:34, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6672, loss_cls: 2.5894, loss: 2.5894, grad_norm: 4.1863 2021-01-29 08:49:24,336 - mmaction - INFO - Epoch [11][2740/3757] lr: 1.000e-02, eta: 2 days, 1:08:41, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6984, loss_cls: 2.4024, loss: 2.4024, grad_norm: 4.3409 2021-01-29 08:49:30,382 - mmaction - INFO - Epoch [11][2760/3757] lr: 1.000e-02, eta: 2 days, 1:07:54, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6727, loss_cls: 2.5564, loss: 2.5564, grad_norm: 4.0056 2021-01-29 08:49:35,893 - mmaction - INFO - Epoch [11][2780/3757] lr: 1.000e-02, eta: 2 days, 1:07:01, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5072, loss: 2.5072, grad_norm: 4.1383 2021-01-29 08:49:41,133 - mmaction - INFO - Epoch [11][2800/3757] lr: 1.000e-02, eta: 2 days, 1:06:06, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6961, loss_cls: 2.4341, loss: 2.4341, grad_norm: 4.1879 2021-01-29 08:49:46,647 - mmaction - INFO - Epoch [11][2820/3757] lr: 1.000e-02, eta: 2 days, 1:05:14, time: 0.276, data_time: 0.005, memory: 3385, top1_acc: 0.3961, top5_acc: 0.6547, loss_cls: 2.6625, loss: 2.6625, grad_norm: 4.1396 2021-01-29 08:49:52,503 - mmaction - INFO - Epoch [11][2840/3757] lr: 1.000e-02, eta: 2 days, 1:04:25, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6617, loss_cls: 2.5691, loss: 2.5691, grad_norm: 4.0028 2021-01-29 08:49:59,056 - mmaction - INFO - Epoch [11][2860/3757] lr: 1.000e-02, eta: 2 days, 1:03:41, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.4970, loss: 2.4970, grad_norm: 4.0672 2021-01-29 08:50:05,139 - mmaction - INFO - Epoch [11][2880/3757] lr: 1.000e-02, eta: 2 days, 1:02:54, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.5112, loss: 2.5112, grad_norm: 4.0665 2021-01-29 08:50:11,387 - mmaction - INFO - Epoch [11][2900/3757] lr: 1.000e-02, eta: 2 days, 1:02:08, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6773, loss_cls: 2.5035, loss: 2.5035, grad_norm: 4.0078 2021-01-29 08:50:16,489 - mmaction - INFO - Epoch [11][2920/3757] lr: 1.000e-02, eta: 2 days, 1:01:12, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6852, loss_cls: 2.5176, loss: 2.5176, grad_norm: 4.1171 2021-01-29 08:50:23,059 - mmaction - INFO - Epoch [11][2940/3757] lr: 1.000e-02, eta: 2 days, 1:00:29, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6703, loss_cls: 2.5833, loss: 2.5833, grad_norm: 4.0820 2021-01-29 08:50:28,894 - mmaction - INFO - Epoch [11][2960/3757] lr: 1.000e-02, eta: 2 days, 0:59:40, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6867, loss_cls: 2.5259, loss: 2.5259, grad_norm: 4.0303 2021-01-29 08:50:34,962 - mmaction - INFO - Epoch [11][2980/3757] lr: 1.000e-02, eta: 2 days, 0:58:52, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6633, loss_cls: 2.6478, loss: 2.6478, grad_norm: 4.2090 2021-01-29 08:50:40,586 - mmaction - INFO - Epoch [11][3000/3757] lr: 1.000e-02, eta: 2 days, 0:58:01, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6641, loss_cls: 2.5587, loss: 2.5587, grad_norm: 4.1213 2021-01-29 08:50:46,318 - mmaction - INFO - Epoch [11][3020/3757] lr: 1.000e-02, eta: 2 days, 0:57:11, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6602, loss_cls: 2.6157, loss: 2.6157, grad_norm: 3.8843 2021-01-29 08:50:51,958 - mmaction - INFO - Epoch [11][3040/3757] lr: 1.000e-02, eta: 2 days, 0:56:20, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6656, loss_cls: 2.5663, loss: 2.5663, grad_norm: 4.0406 2021-01-29 08:50:57,652 - mmaction - INFO - Epoch [11][3060/3757] lr: 1.000e-02, eta: 2 days, 0:55:30, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6766, loss_cls: 2.5432, loss: 2.5432, grad_norm: 4.0256 2021-01-29 08:51:03,083 - mmaction - INFO - Epoch [11][3080/3757] lr: 1.000e-02, eta: 2 days, 0:54:38, time: 0.272, data_time: 0.005, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6586, loss_cls: 2.5476, loss: 2.5476, grad_norm: 3.9652 2021-01-29 08:51:09,284 - mmaction - INFO - Epoch [11][3100/3757] lr: 1.000e-02, eta: 2 days, 0:53:52, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6789, loss_cls: 2.5110, loss: 2.5110, grad_norm: 4.1532 2021-01-29 08:51:15,185 - mmaction - INFO - Epoch [11][3120/3757] lr: 1.000e-02, eta: 2 days, 0:53:03, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6852, loss_cls: 2.5079, loss: 2.5079, grad_norm: 4.1039 2021-01-29 08:51:20,597 - mmaction - INFO - Epoch [11][3140/3757] lr: 1.000e-02, eta: 2 days, 0:52:11, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4227, top5_acc: 0.6586, loss_cls: 2.5655, loss: 2.5655, grad_norm: 4.0679 2021-01-29 08:51:25,716 - mmaction - INFO - Epoch [11][3160/3757] lr: 1.000e-02, eta: 2 days, 0:51:16, time: 0.256, data_time: 0.004, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6898, loss_cls: 2.5314, loss: 2.5314, grad_norm: 4.1344 2021-01-29 08:51:31,691 - mmaction - INFO - Epoch [11][3180/3757] lr: 1.000e-02, eta: 2 days, 0:50:28, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6758, loss_cls: 2.5169, loss: 2.5169, grad_norm: 4.0606 2021-01-29 08:51:37,427 - mmaction - INFO - Epoch [11][3200/3757] lr: 1.000e-02, eta: 2 days, 0:49:39, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6828, loss_cls: 2.4913, loss: 2.4913, grad_norm: 3.9984 2021-01-29 08:51:43,506 - mmaction - INFO - Epoch [11][3220/3757] lr: 1.000e-02, eta: 2 days, 0:48:52, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6594, loss_cls: 2.6108, loss: 2.6108, grad_norm: 4.0754 2021-01-29 08:51:49,022 - mmaction - INFO - Epoch [11][3240/3757] lr: 1.000e-02, eta: 2 days, 0:48:01, time: 0.276, data_time: 0.005, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7016, loss_cls: 2.4021, loss: 2.4021, grad_norm: 4.2108 2021-01-29 08:51:54,072 - mmaction - INFO - Epoch [11][3260/3757] lr: 1.000e-02, eta: 2 days, 0:47:06, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.6550, loss: 2.6550, grad_norm: 4.1931 2021-01-29 08:51:59,939 - mmaction - INFO - Epoch [11][3280/3757] lr: 1.000e-02, eta: 2 days, 0:46:17, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6680, loss_cls: 2.5393, loss: 2.5393, grad_norm: 4.0202 2021-01-29 08:52:05,753 - mmaction - INFO - Epoch [11][3300/3757] lr: 1.000e-02, eta: 2 days, 0:45:28, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6586, loss_cls: 2.6000, loss: 2.6000, grad_norm: 4.1778 2021-01-29 08:52:10,772 - mmaction - INFO - Epoch [11][3320/3757] lr: 1.000e-02, eta: 2 days, 0:44:33, time: 0.251, data_time: 0.002, memory: 3385, top1_acc: 0.4508, top5_acc: 0.6883, loss_cls: 2.4483, loss: 2.4483, grad_norm: 4.1164 2021-01-29 08:52:16,544 - mmaction - INFO - Epoch [11][3340/3757] lr: 1.000e-02, eta: 2 days, 0:43:44, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6797, loss_cls: 2.4818, loss: 2.4818, grad_norm: 4.0075 2021-01-29 08:52:22,804 - mmaction - INFO - Epoch [11][3360/3757] lr: 1.000e-02, eta: 2 days, 0:42:59, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6828, loss_cls: 2.4925, loss: 2.4925, grad_norm: 4.1921 2021-01-29 08:52:28,723 - mmaction - INFO - Epoch [11][3380/3757] lr: 1.000e-02, eta: 2 days, 0:42:11, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6758, loss_cls: 2.4995, loss: 2.4995, grad_norm: 3.9797 2021-01-29 08:52:34,473 - mmaction - INFO - Epoch [11][3400/3757] lr: 1.000e-02, eta: 2 days, 0:41:22, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6898, loss_cls: 2.4514, loss: 2.4514, grad_norm: 4.1935 2021-01-29 08:52:40,378 - mmaction - INFO - Epoch [11][3420/3757] lr: 1.000e-02, eta: 2 days, 0:40:34, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6836, loss_cls: 2.5307, loss: 2.5307, grad_norm: 4.0621 2021-01-29 08:52:45,588 - mmaction - INFO - Epoch [11][3440/3757] lr: 1.000e-02, eta: 2 days, 0:39:41, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6664, loss_cls: 2.5731, loss: 2.5731, grad_norm: 4.1304 2021-01-29 08:52:51,252 - mmaction - INFO - Epoch [11][3460/3757] lr: 1.000e-02, eta: 2 days, 0:38:51, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6570, loss_cls: 2.5382, loss: 2.5382, grad_norm: 4.0974 2021-01-29 08:52:57,440 - mmaction - INFO - Epoch [11][3480/3757] lr: 1.000e-02, eta: 2 days, 0:38:06, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.3959, loss: 2.3959, grad_norm: 4.1767 2021-01-29 08:53:03,051 - mmaction - INFO - Epoch [11][3500/3757] lr: 1.000e-02, eta: 2 days, 0:37:16, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6797, loss_cls: 2.5208, loss: 2.5208, grad_norm: 4.2063 2021-01-29 08:53:08,900 - mmaction - INFO - Epoch [11][3520/3757] lr: 1.000e-02, eta: 2 days, 0:36:28, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6859, loss_cls: 2.4953, loss: 2.4953, grad_norm: 4.3196 2021-01-29 08:53:14,244 - mmaction - INFO - Epoch [11][3540/3757] lr: 1.000e-02, eta: 2 days, 0:35:36, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6937, loss_cls: 2.4739, loss: 2.4739, grad_norm: 4.2626 2021-01-29 08:53:19,591 - mmaction - INFO - Epoch [11][3560/3757] lr: 1.000e-02, eta: 2 days, 0:34:44, time: 0.267, data_time: 0.005, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6961, loss_cls: 2.4570, loss: 2.4570, grad_norm: 4.0047 2021-01-29 08:53:25,088 - mmaction - INFO - Epoch [11][3580/3757] lr: 1.000e-02, eta: 2 days, 0:33:53, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6711, loss_cls: 2.5402, loss: 2.5402, grad_norm: 4.1540 2021-01-29 08:53:30,747 - mmaction - INFO - Epoch [11][3600/3757] lr: 1.000e-02, eta: 2 days, 0:33:04, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4047, top5_acc: 0.6648, loss_cls: 2.6309, loss: 2.6309, grad_norm: 4.3834 2021-01-29 08:53:36,781 - mmaction - INFO - Epoch [11][3620/3757] lr: 1.000e-02, eta: 2 days, 0:32:17, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6687, loss_cls: 2.5615, loss: 2.5615, grad_norm: 4.4800 2021-01-29 08:53:42,340 - mmaction - INFO - Epoch [11][3640/3757] lr: 1.000e-02, eta: 2 days, 0:31:27, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4508, top5_acc: 0.6906, loss_cls: 2.4151, loss: 2.4151, grad_norm: 4.4122 2021-01-29 08:53:48,662 - mmaction - INFO - Epoch [11][3660/3757] lr: 1.000e-02, eta: 2 days, 0:30:43, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6758, loss_cls: 2.5438, loss: 2.5438, grad_norm: 4.2638 2021-01-29 08:53:53,313 - mmaction - INFO - Epoch [11][3680/3757] lr: 1.000e-02, eta: 2 days, 0:29:46, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.6937, loss_cls: 2.4267, loss: 2.4267, grad_norm: 4.1102 2021-01-29 08:53:58,846 - mmaction - INFO - Epoch [11][3700/3757] lr: 1.000e-02, eta: 2 days, 0:28:56, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6984, loss_cls: 2.4491, loss: 2.4491, grad_norm: 4.3793 2021-01-29 08:54:04,144 - mmaction - INFO - Epoch [11][3720/3757] lr: 1.000e-02, eta: 2 days, 0:28:04, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6836, loss_cls: 2.5130, loss: 2.5130, grad_norm: 4.1924 2021-01-29 08:54:09,161 - mmaction - INFO - Epoch [11][3740/3757] lr: 1.000e-02, eta: 2 days, 0:27:09, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6844, loss_cls: 2.4439, loss: 2.4439, grad_norm: 4.2268 2021-01-29 08:54:32,935 - mmaction - INFO - Saving checkpoint at 11 epochs 2021-01-29 09:08:12,355 - mmaction - INFO - Epoch [12][20/3757] lr: 1.000e-02, eta: 2 days, 2:14:37, time: 40.951, data_time: 40.313, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6758, loss_cls: 2.5503, loss: 2.5503, grad_norm: 4.5294 2021-01-29 09:08:16,527 - mmaction - INFO - Epoch [12][40/3757] lr: 1.000e-02, eta: 2 days, 2:13:34, time: 0.219, data_time: 0.013, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6578, loss_cls: 2.5609, loss: 2.5609, grad_norm: 4.0964 2021-01-29 09:08:20,775 - mmaction - INFO - Epoch [12][60/3757] lr: 1.000e-02, eta: 2 days, 2:12:30, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.4492, top5_acc: 0.6898, loss_cls: 2.4503, loss: 2.4503, grad_norm: 4.0237 2021-01-29 09:08:25,000 - mmaction - INFO - Epoch [12][80/3757] lr: 1.000e-02, eta: 2 days, 2:11:26, time: 0.212, data_time: 0.004, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.4876, loss: 2.4876, grad_norm: 4.3491 2021-01-29 09:08:29,148 - mmaction - INFO - Epoch [12][100/3757] lr: 1.000e-02, eta: 2 days, 2:10:22, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.6898, loss_cls: 2.4056, loss: 2.4056, grad_norm: 3.9823 2021-01-29 09:08:33,284 - mmaction - INFO - Epoch [12][120/3757] lr: 1.000e-02, eta: 2 days, 2:09:17, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6906, loss_cls: 2.4348, loss: 2.4348, grad_norm: 4.2294 2021-01-29 09:08:37,541 - mmaction - INFO - Epoch [12][140/3757] lr: 1.000e-02, eta: 2 days, 2:08:14, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.4414, top5_acc: 0.7039, loss_cls: 2.4278, loss: 2.4278, grad_norm: 4.1468 2021-01-29 09:08:41,754 - mmaction - INFO - Epoch [12][160/3757] lr: 1.000e-02, eta: 2 days, 2:07:10, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6797, loss_cls: 2.4482, loss: 2.4482, grad_norm: 4.3262 2021-01-29 09:08:45,935 - mmaction - INFO - Epoch [12][180/3757] lr: 1.000e-02, eta: 2 days, 2:06:06, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6867, loss_cls: 2.5263, loss: 2.5263, grad_norm: 4.2300 2021-01-29 09:08:50,192 - mmaction - INFO - Epoch [12][200/3757] lr: 1.000e-02, eta: 2 days, 2:05:02, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6953, loss_cls: 2.4680, loss: 2.4680, grad_norm: 4.2146 2021-01-29 09:08:54,336 - mmaction - INFO - Epoch [12][220/3757] lr: 1.000e-02, eta: 2 days, 2:03:58, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6914, loss_cls: 2.4667, loss: 2.4667, grad_norm: 4.2775 2021-01-29 09:08:58,614 - mmaction - INFO - Epoch [12][240/3757] lr: 1.000e-02, eta: 2 days, 2:02:55, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6570, loss_cls: 2.5403, loss: 2.5403, grad_norm: 3.9803 2021-01-29 09:09:02,743 - mmaction - INFO - Epoch [12][260/3757] lr: 1.000e-02, eta: 2 days, 2:01:51, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6594, loss_cls: 2.4942, loss: 2.4942, grad_norm: 4.1769 2021-01-29 09:09:06,971 - mmaction - INFO - Epoch [12][280/3757] lr: 1.000e-02, eta: 2 days, 2:00:47, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6875, loss_cls: 2.4413, loss: 2.4413, grad_norm: 4.1661 2021-01-29 09:09:11,298 - mmaction - INFO - Epoch [12][300/3757] lr: 1.000e-02, eta: 2 days, 1:59:45, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6914, loss_cls: 2.4621, loss: 2.4621, grad_norm: 4.2444 2021-01-29 09:09:15,547 - mmaction - INFO - Epoch [12][320/3757] lr: 1.000e-02, eta: 2 days, 1:58:42, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6680, loss_cls: 2.5189, loss: 2.5189, grad_norm: 4.1971 2021-01-29 09:09:19,859 - mmaction - INFO - Epoch [12][340/3757] lr: 1.000e-02, eta: 2 days, 1:57:39, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4391, top5_acc: 0.7078, loss_cls: 2.3762, loss: 2.3762, grad_norm: 4.0902 2021-01-29 09:09:24,136 - mmaction - INFO - Epoch [12][360/3757] lr: 1.000e-02, eta: 2 days, 1:56:36, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.4555, top5_acc: 0.6945, loss_cls: 2.4122, loss: 2.4122, grad_norm: 4.1597 2021-01-29 09:09:28,435 - mmaction - INFO - Epoch [12][380/3757] lr: 1.000e-02, eta: 2 days, 1:55:34, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6891, loss_cls: 2.5266, loss: 2.5266, grad_norm: 4.1748 2021-01-29 09:09:32,626 - mmaction - INFO - Epoch [12][400/3757] lr: 1.000e-02, eta: 2 days, 1:54:30, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6797, loss_cls: 2.5854, loss: 2.5854, grad_norm: 4.2391 2021-01-29 09:09:37,004 - mmaction - INFO - Epoch [12][420/3757] lr: 1.000e-02, eta: 2 days, 1:53:29, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6633, loss_cls: 2.5612, loss: 2.5612, grad_norm: 4.1913 2021-01-29 09:09:41,400 - mmaction - INFO - Epoch [12][440/3757] lr: 1.000e-02, eta: 2 days, 1:52:27, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6789, loss_cls: 2.5434, loss: 2.5434, grad_norm: 4.2845 2021-01-29 09:09:46,179 - mmaction - INFO - Epoch [12][460/3757] lr: 1.000e-02, eta: 2 days, 1:51:28, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6813, loss_cls: 2.5470, loss: 2.5470, grad_norm: 4.1480 2021-01-29 09:09:50,653 - mmaction - INFO - Epoch [12][480/3757] lr: 1.000e-02, eta: 2 days, 1:50:28, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6820, loss_cls: 2.4840, loss: 2.4840, grad_norm: 4.1100 2021-01-29 09:09:55,403 - mmaction - INFO - Epoch [12][500/3757] lr: 1.000e-02, eta: 2 days, 1:49:29, time: 0.237, data_time: 0.002, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6719, loss_cls: 2.5765, loss: 2.5765, grad_norm: 4.1091 2021-01-29 09:09:59,821 - mmaction - INFO - Epoch [12][520/3757] lr: 1.000e-02, eta: 2 days, 1:48:28, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6719, loss_cls: 2.6118, loss: 2.6118, grad_norm: 4.2507 2021-01-29 09:10:04,257 - mmaction - INFO - Epoch [12][540/3757] lr: 1.000e-02, eta: 2 days, 1:47:27, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6727, loss_cls: 2.5113, loss: 2.5113, grad_norm: 4.2589 2021-01-29 09:10:08,963 - mmaction - INFO - Epoch [12][560/3757] lr: 1.000e-02, eta: 2 days, 1:46:28, time: 0.235, data_time: 0.002, memory: 3385, top1_acc: 0.4461, top5_acc: 0.7063, loss_cls: 2.4648, loss: 2.4648, grad_norm: 4.1475 2021-01-29 09:10:13,422 - mmaction - INFO - Epoch [12][580/3757] lr: 1.000e-02, eta: 2 days, 1:45:27, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6805, loss_cls: 2.5227, loss: 2.5227, grad_norm: 4.1373 2021-01-29 09:10:18,568 - mmaction - INFO - Epoch [12][600/3757] lr: 1.000e-02, eta: 2 days, 1:44:32, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6891, loss_cls: 2.4742, loss: 2.4742, grad_norm: 4.7318 2021-01-29 09:10:23,051 - mmaction - INFO - Epoch [12][620/3757] lr: 1.000e-02, eta: 2 days, 1:43:32, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6789, loss_cls: 2.5340, loss: 2.5340, grad_norm: 4.2969 2021-01-29 09:10:28,294 - mmaction - INFO - Epoch [12][640/3757] lr: 1.000e-02, eta: 2 days, 1:42:37, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6922, loss_cls: 2.5085, loss: 2.5085, grad_norm: 4.1275 2021-01-29 09:10:33,331 - mmaction - INFO - Epoch [12][660/3757] lr: 1.000e-02, eta: 2 days, 1:41:41, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6695, loss_cls: 2.6455, loss: 2.6455, grad_norm: 4.0638 2021-01-29 09:10:37,884 - mmaction - INFO - Epoch [12][680/3757] lr: 1.000e-02, eta: 2 days, 1:40:42, time: 0.228, data_time: 0.002, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6789, loss_cls: 2.5097, loss: 2.5097, grad_norm: 4.0781 2021-01-29 09:10:43,238 - mmaction - INFO - Epoch [12][700/3757] lr: 1.000e-02, eta: 2 days, 1:39:48, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6641, loss_cls: 2.5770, loss: 2.5770, grad_norm: 4.2385 2021-01-29 09:10:47,893 - mmaction - INFO - Epoch [12][720/3757] lr: 1.000e-02, eta: 2 days, 1:38:49, time: 0.233, data_time: 0.001, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6711, loss_cls: 2.5241, loss: 2.5241, grad_norm: 4.2364 2021-01-29 09:10:53,212 - mmaction - INFO - Epoch [12][740/3757] lr: 1.000e-02, eta: 2 days, 1:37:56, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6719, loss_cls: 2.6186, loss: 2.6186, grad_norm: 4.1104 2021-01-29 09:10:58,713 - mmaction - INFO - Epoch [12][760/3757] lr: 1.000e-02, eta: 2 days, 1:37:04, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6820, loss_cls: 2.4782, loss: 2.4782, grad_norm: 4.0344 2021-01-29 09:11:03,409 - mmaction - INFO - Epoch [12][780/3757] lr: 1.000e-02, eta: 2 days, 1:36:06, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6766, loss_cls: 2.5228, loss: 2.5228, grad_norm: 4.1523 2021-01-29 09:11:08,526 - mmaction - INFO - Epoch [12][800/3757] lr: 1.000e-02, eta: 2 days, 1:35:10, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6852, loss_cls: 2.4633, loss: 2.4633, grad_norm: 4.1270 2021-01-29 09:11:13,206 - mmaction - INFO - Epoch [12][820/3757] lr: 1.000e-02, eta: 2 days, 1:34:12, time: 0.234, data_time: 0.003, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6750, loss_cls: 2.5900, loss: 2.5900, grad_norm: 4.2648 2021-01-29 09:11:18,884 - mmaction - INFO - Epoch [12][840/3757] lr: 1.000e-02, eta: 2 days, 1:33:22, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6898, loss_cls: 2.4566, loss: 2.4566, grad_norm: 4.0910 2021-01-29 09:11:23,919 - mmaction - INFO - Epoch [12][860/3757] lr: 1.000e-02, eta: 2 days, 1:32:26, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6977, loss_cls: 2.4068, loss: 2.4068, grad_norm: 4.2400 2021-01-29 09:11:29,399 - mmaction - INFO - Epoch [12][880/3757] lr: 1.000e-02, eta: 2 days, 1:31:34, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6992, loss_cls: 2.3750, loss: 2.3750, grad_norm: 4.1716 2021-01-29 09:11:34,690 - mmaction - INFO - Epoch [12][900/3757] lr: 1.000e-02, eta: 2 days, 1:30:41, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6656, loss_cls: 2.5818, loss: 2.5818, grad_norm: 4.1233 2021-01-29 09:11:40,511 - mmaction - INFO - Epoch [12][920/3757] lr: 1.000e-02, eta: 2 days, 1:29:52, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3369, loss: 2.3369, grad_norm: 4.0795 2021-01-29 09:11:45,784 - mmaction - INFO - Epoch [12][940/3757] lr: 1.000e-02, eta: 2 days, 1:28:58, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6734, loss_cls: 2.5897, loss: 2.5897, grad_norm: 4.1184 2021-01-29 09:11:51,066 - mmaction - INFO - Epoch [12][960/3757] lr: 1.000e-02, eta: 2 days, 1:28:05, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6695, loss_cls: 2.4694, loss: 2.4694, grad_norm: 4.1327 2021-01-29 09:11:56,332 - mmaction - INFO - Epoch [12][980/3757] lr: 1.000e-02, eta: 2 days, 1:27:12, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.6852, loss_cls: 2.5067, loss: 2.5067, grad_norm: 4.0742 2021-01-29 09:12:02,146 - mmaction - INFO - Epoch [12][1000/3757] lr: 1.000e-02, eta: 2 days, 1:26:23, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6734, loss_cls: 2.5838, loss: 2.5838, grad_norm: 4.1853 2021-01-29 09:12:07,392 - mmaction - INFO - Epoch [12][1020/3757] lr: 1.000e-02, eta: 2 days, 1:25:29, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7102, loss_cls: 2.3378, loss: 2.3378, grad_norm: 4.0575 2021-01-29 09:12:13,058 - mmaction - INFO - Epoch [12][1040/3757] lr: 1.000e-02, eta: 2 days, 1:24:39, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.7031, loss_cls: 2.4179, loss: 2.4179, grad_norm: 4.0752 2021-01-29 09:12:17,746 - mmaction - INFO - Epoch [12][1060/3757] lr: 1.000e-02, eta: 2 days, 1:23:41, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.3977, top5_acc: 0.6594, loss_cls: 2.6419, loss: 2.6419, grad_norm: 4.2032 2021-01-29 09:12:23,263 - mmaction - INFO - Epoch [12][1080/3757] lr: 1.000e-02, eta: 2 days, 1:22:50, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6773, loss_cls: 2.5531, loss: 2.5531, grad_norm: 4.0207 2021-01-29 09:12:28,577 - mmaction - INFO - Epoch [12][1100/3757] lr: 1.000e-02, eta: 2 days, 1:21:58, time: 0.266, data_time: 0.003, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 2.4540, loss: 2.4540, grad_norm: 4.1227 2021-01-29 09:12:34,049 - mmaction - INFO - Epoch [12][1120/3757] lr: 1.000e-02, eta: 2 days, 1:21:06, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6867, loss_cls: 2.4547, loss: 2.4547, grad_norm: 4.2034 2021-01-29 09:12:39,330 - mmaction - INFO - Epoch [12][1140/3757] lr: 1.000e-02, eta: 2 days, 1:20:13, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6813, loss_cls: 2.5637, loss: 2.5637, grad_norm: 4.2453 2021-01-29 09:12:44,539 - mmaction - INFO - Epoch [12][1160/3757] lr: 1.000e-02, eta: 2 days, 1:19:20, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.6906, loss_cls: 2.4091, loss: 2.4091, grad_norm: 4.0744 2021-01-29 09:12:50,069 - mmaction - INFO - Epoch [12][1180/3757] lr: 1.000e-02, eta: 2 days, 1:18:29, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4344, top5_acc: 0.7039, loss_cls: 2.4558, loss: 2.4558, grad_norm: 4.2025 2021-01-29 09:12:55,627 - mmaction - INFO - Epoch [12][1200/3757] lr: 1.000e-02, eta: 2 days, 1:17:39, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6789, loss_cls: 2.5091, loss: 2.5091, grad_norm: 4.1465 2021-01-29 09:13:00,896 - mmaction - INFO - Epoch [12][1220/3757] lr: 1.000e-02, eta: 2 days, 1:16:46, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6891, loss_cls: 2.4775, loss: 2.4775, grad_norm: 4.3072 2021-01-29 09:13:06,227 - mmaction - INFO - Epoch [12][1240/3757] lr: 1.000e-02, eta: 2 days, 1:15:53, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4477, top5_acc: 0.6836, loss_cls: 2.4928, loss: 2.4928, grad_norm: 4.0576 2021-01-29 09:13:12,073 - mmaction - INFO - Epoch [12][1260/3757] lr: 1.000e-02, eta: 2 days, 1:15:05, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6820, loss_cls: 2.5359, loss: 2.5359, grad_norm: 4.2686 2021-01-29 09:13:17,655 - mmaction - INFO - Epoch [12][1280/3757] lr: 1.000e-02, eta: 2 days, 1:14:15, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6820, loss_cls: 2.5171, loss: 2.5171, grad_norm: 4.0857 2021-01-29 09:13:23,625 - mmaction - INFO - Epoch [12][1300/3757] lr: 1.000e-02, eta: 2 days, 1:13:28, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6711, loss_cls: 2.5893, loss: 2.5893, grad_norm: 4.1273 2021-01-29 09:13:28,963 - mmaction - INFO - Epoch [12][1320/3757] lr: 1.000e-02, eta: 2 days, 1:12:36, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6711, loss_cls: 2.5363, loss: 2.5363, grad_norm: 4.0724 2021-01-29 09:13:34,511 - mmaction - INFO - Epoch [12][1340/3757] lr: 1.000e-02, eta: 2 days, 1:11:45, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7102, loss_cls: 2.3882, loss: 2.3882, grad_norm: 4.2958 2021-01-29 09:13:39,513 - mmaction - INFO - Epoch [12][1360/3757] lr: 1.000e-02, eta: 2 days, 1:10:51, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.6984, loss_cls: 2.3945, loss: 2.3945, grad_norm: 4.1144 2021-01-29 09:13:44,980 - mmaction - INFO - Epoch [12][1380/3757] lr: 1.000e-02, eta: 2 days, 1:10:00, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6836, loss_cls: 2.5105, loss: 2.5105, grad_norm: 4.3853 2021-01-29 09:13:50,607 - mmaction - INFO - Epoch [12][1400/3757] lr: 1.000e-02, eta: 2 days, 1:09:10, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6805, loss_cls: 2.5227, loss: 2.5227, grad_norm: 4.1886 2021-01-29 09:13:55,588 - mmaction - INFO - Epoch [12][1420/3757] lr: 1.000e-02, eta: 2 days, 1:08:16, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.7008, loss_cls: 2.4167, loss: 2.4167, grad_norm: 4.1276 2021-01-29 09:14:01,350 - mmaction - INFO - Epoch [12][1440/3757] lr: 1.000e-02, eta: 2 days, 1:07:27, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4180, top5_acc: 0.7016, loss_cls: 2.4580, loss: 2.4580, grad_norm: 4.2319 2021-01-29 09:14:07,096 - mmaction - INFO - Epoch [12][1460/3757] lr: 1.000e-02, eta: 2 days, 1:06:38, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6789, loss_cls: 2.5644, loss: 2.5644, grad_norm: 4.1037 2021-01-29 09:14:13,326 - mmaction - INFO - Epoch [12][1480/3757] lr: 1.000e-02, eta: 2 days, 1:05:54, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6820, loss_cls: 2.4703, loss: 2.4703, grad_norm: 4.0346 2021-01-29 09:14:18,569 - mmaction - INFO - Epoch [12][1500/3757] lr: 1.000e-02, eta: 2 days, 1:05:01, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6891, loss_cls: 2.4978, loss: 2.4978, grad_norm: 4.1663 2021-01-29 09:14:24,294 - mmaction - INFO - Epoch [12][1520/3757] lr: 1.000e-02, eta: 2 days, 1:04:13, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6937, loss_cls: 2.5190, loss: 2.5190, grad_norm: 4.0472 2021-01-29 09:14:29,847 - mmaction - INFO - Epoch [12][1540/3757] lr: 1.000e-02, eta: 2 days, 1:03:23, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6836, loss_cls: 2.5155, loss: 2.5155, grad_norm: 4.1148 2021-01-29 09:14:35,436 - mmaction - INFO - Epoch [12][1560/3757] lr: 1.000e-02, eta: 2 days, 1:02:33, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6820, loss_cls: 2.5229, loss: 2.5229, grad_norm: 4.1389 2021-01-29 09:14:40,812 - mmaction - INFO - Epoch [12][1580/3757] lr: 1.000e-02, eta: 2 days, 1:01:42, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6859, loss_cls: 2.4897, loss: 2.4897, grad_norm: 4.1230 2021-01-29 09:14:46,246 - mmaction - INFO - Epoch [12][1600/3757] lr: 1.000e-02, eta: 2 days, 1:00:51, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6859, loss_cls: 2.4792, loss: 2.4792, grad_norm: 4.0065 2021-01-29 09:14:51,944 - mmaction - INFO - Epoch [12][1620/3757] lr: 1.000e-02, eta: 2 days, 1:00:03, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6633, loss_cls: 2.5741, loss: 2.5741, grad_norm: 4.0996 2021-01-29 09:14:57,424 - mmaction - INFO - Epoch [12][1640/3757] lr: 1.000e-02, eta: 2 days, 0:59:12, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6891, loss_cls: 2.5629, loss: 2.5629, grad_norm: 4.1302 2021-01-29 09:15:03,742 - mmaction - INFO - Epoch [12][1660/3757] lr: 1.000e-02, eta: 2 days, 0:58:29, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.6403, loss: 2.6403, grad_norm: 4.1043 2021-01-29 09:15:09,342 - mmaction - INFO - Epoch [12][1680/3757] lr: 1.000e-02, eta: 2 days, 0:57:39, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7055, loss_cls: 2.4271, loss: 2.4271, grad_norm: 4.1043 2021-01-29 09:15:14,654 - mmaction - INFO - Epoch [12][1700/3757] lr: 1.000e-02, eta: 2 days, 0:56:48, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.5946, loss: 2.5946, grad_norm: 4.1287 2021-01-29 09:15:20,118 - mmaction - INFO - Epoch [12][1720/3757] lr: 1.000e-02, eta: 2 days, 0:55:58, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4570, top5_acc: 0.6945, loss_cls: 2.5204, loss: 2.5204, grad_norm: 4.0592 2021-01-29 09:15:25,581 - mmaction - INFO - Epoch [12][1740/3757] lr: 1.000e-02, eta: 2 days, 0:55:07, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6719, loss_cls: 2.5122, loss: 2.5122, grad_norm: 4.0054 2021-01-29 09:15:31,036 - mmaction - INFO - Epoch [12][1760/3757] lr: 1.000e-02, eta: 2 days, 0:54:17, time: 0.273, data_time: 0.004, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6797, loss_cls: 2.5411, loss: 2.5411, grad_norm: 4.1117 2021-01-29 09:15:36,683 - mmaction - INFO - Epoch [12][1780/3757] lr: 1.000e-02, eta: 2 days, 0:53:29, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6703, loss_cls: 2.5734, loss: 2.5734, grad_norm: 4.1219 2021-01-29 09:15:41,846 - mmaction - INFO - Epoch [12][1800/3757] lr: 1.000e-02, eta: 2 days, 0:52:36, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6773, loss_cls: 2.5249, loss: 2.5249, grad_norm: 4.1659 2021-01-29 09:15:47,975 - mmaction - INFO - Epoch [12][1820/3757] lr: 1.000e-02, eta: 2 days, 0:51:51, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7078, loss_cls: 2.4173, loss: 2.4173, grad_norm: 4.2286 2021-01-29 09:15:52,976 - mmaction - INFO - Epoch [12][1840/3757] lr: 1.000e-02, eta: 2 days, 0:50:58, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.7000, loss_cls: 2.3953, loss: 2.3953, grad_norm: 4.0372 2021-01-29 09:15:58,918 - mmaction - INFO - Epoch [12][1860/3757] lr: 1.000e-02, eta: 2 days, 0:50:12, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6867, loss_cls: 2.4531, loss: 2.4531, grad_norm: 4.1929 2021-01-29 09:16:04,818 - mmaction - INFO - Epoch [12][1880/3757] lr: 1.000e-02, eta: 2 days, 0:49:25, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6758, loss_cls: 2.5494, loss: 2.5494, grad_norm: 4.1766 2021-01-29 09:16:09,996 - mmaction - INFO - Epoch [12][1900/3757] lr: 1.000e-02, eta: 2 days, 0:48:33, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.4781, loss: 2.4781, grad_norm: 4.1742 2021-01-29 09:16:15,407 - mmaction - INFO - Epoch [12][1920/3757] lr: 1.000e-02, eta: 2 days, 0:47:43, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6977, loss_cls: 2.4428, loss: 2.4428, grad_norm: 4.2532 2021-01-29 09:16:20,948 - mmaction - INFO - Epoch [12][1940/3757] lr: 1.000e-02, eta: 2 days, 0:46:54, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4305, top5_acc: 0.7078, loss_cls: 2.4876, loss: 2.4876, grad_norm: 4.2316 2021-01-29 09:16:26,408 - mmaction - INFO - Epoch [12][1960/3757] lr: 1.000e-02, eta: 2 days, 0:46:04, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6703, loss_cls: 2.5855, loss: 2.5855, grad_norm: 4.2678 2021-01-29 09:16:31,907 - mmaction - INFO - Epoch [12][1980/3757] lr: 1.000e-02, eta: 2 days, 0:45:14, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6914, loss_cls: 2.5152, loss: 2.5152, grad_norm: 4.1307 2021-01-29 09:16:37,879 - mmaction - INFO - Epoch [12][2000/3757] lr: 1.000e-02, eta: 2 days, 0:44:29, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6914, loss_cls: 2.4430, loss: 2.4430, grad_norm: 4.0059 2021-01-29 09:16:43,464 - mmaction - INFO - Epoch [12][2020/3757] lr: 1.000e-02, eta: 2 days, 0:43:40, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6758, loss_cls: 2.5091, loss: 2.5091, grad_norm: 4.1031 2021-01-29 09:16:49,190 - mmaction - INFO - Epoch [12][2040/3757] lr: 1.000e-02, eta: 2 days, 0:42:52, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5465, loss: 2.5465, grad_norm: 4.1752 2021-01-29 09:16:54,403 - mmaction - INFO - Epoch [12][2060/3757] lr: 1.000e-02, eta: 2 days, 0:42:01, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6727, loss_cls: 2.5433, loss: 2.5433, grad_norm: 3.9744 2021-01-29 09:16:59,557 - mmaction - INFO - Epoch [12][2080/3757] lr: 1.000e-02, eta: 2 days, 0:41:09, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6891, loss_cls: 2.5172, loss: 2.5172, grad_norm: 4.1510 2021-01-29 09:17:05,570 - mmaction - INFO - Epoch [12][2100/3757] lr: 1.000e-02, eta: 2 days, 0:40:24, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.6961, loss_cls: 2.3661, loss: 2.3661, grad_norm: 4.0598 2021-01-29 09:17:11,213 - mmaction - INFO - Epoch [12][2120/3757] lr: 1.000e-02, eta: 2 days, 0:39:36, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6805, loss_cls: 2.4815, loss: 2.4815, grad_norm: 4.1841 2021-01-29 09:17:17,076 - mmaction - INFO - Epoch [12][2140/3757] lr: 1.000e-02, eta: 2 days, 0:38:49, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.7039, loss_cls: 2.4404, loss: 2.4404, grad_norm: 4.1717 2021-01-29 09:17:23,071 - mmaction - INFO - Epoch [12][2160/3757] lr: 1.000e-02, eta: 2 days, 0:38:04, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6828, loss_cls: 2.5269, loss: 2.5269, grad_norm: 4.3756 2021-01-29 09:17:28,646 - mmaction - INFO - Epoch [12][2180/3757] lr: 1.000e-02, eta: 2 days, 0:37:15, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6813, loss_cls: 2.4924, loss: 2.4924, grad_norm: 4.0537 2021-01-29 09:17:34,453 - mmaction - INFO - Epoch [12][2200/3757] lr: 1.000e-02, eta: 2 days, 0:36:29, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6844, loss_cls: 2.4673, loss: 2.4673, grad_norm: 4.1300 2021-01-29 09:17:40,050 - mmaction - INFO - Epoch [12][2220/3757] lr: 1.000e-02, eta: 2 days, 0:35:41, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.4406, loss: 2.4406, grad_norm: 4.2193 2021-01-29 09:17:45,322 - mmaction - INFO - Epoch [12][2240/3757] lr: 1.000e-02, eta: 2 days, 0:34:50, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6570, loss_cls: 2.5721, loss: 2.5721, grad_norm: 4.0628 2021-01-29 09:17:51,096 - mmaction - INFO - Epoch [12][2260/3757] lr: 1.000e-02, eta: 2 days, 0:34:03, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6773, loss_cls: 2.4398, loss: 2.4398, grad_norm: 4.2573 2021-01-29 09:17:56,776 - mmaction - INFO - Epoch [12][2280/3757] lr: 1.000e-02, eta: 2 days, 0:33:16, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6836, loss_cls: 2.4960, loss: 2.4960, grad_norm: 4.0817 2021-01-29 09:18:01,987 - mmaction - INFO - Epoch [12][2300/3757] lr: 1.000e-02, eta: 2 days, 0:32:25, time: 0.260, data_time: 0.003, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6836, loss_cls: 2.5422, loss: 2.5422, grad_norm: 4.1622 2021-01-29 09:18:07,828 - mmaction - INFO - Epoch [12][2320/3757] lr: 1.000e-02, eta: 2 days, 0:31:39, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6844, loss_cls: 2.4652, loss: 2.4652, grad_norm: 4.0580 2021-01-29 09:18:14,179 - mmaction - INFO - Epoch [12][2340/3757] lr: 1.000e-02, eta: 2 days, 0:30:56, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.4477, top5_acc: 0.7063, loss_cls: 2.3856, loss: 2.3856, grad_norm: 4.0519 2021-01-29 09:18:19,467 - mmaction - INFO - Epoch [12][2360/3757] lr: 1.000e-02, eta: 2 days, 0:30:06, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7031, loss_cls: 2.3682, loss: 2.3682, grad_norm: 3.9982 2021-01-29 09:18:25,118 - mmaction - INFO - Epoch [12][2380/3757] lr: 1.000e-02, eta: 2 days, 0:29:19, time: 0.282, data_time: 0.004, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6648, loss_cls: 2.5669, loss: 2.5669, grad_norm: 4.1956 2021-01-29 09:18:30,304 - mmaction - INFO - Epoch [12][2400/3757] lr: 1.000e-02, eta: 2 days, 0:28:28, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.5925, loss: 2.5925, grad_norm: 4.1033 2021-01-29 09:18:36,124 - mmaction - INFO - Epoch [12][2420/3757] lr: 1.000e-02, eta: 2 days, 0:27:42, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4453, top5_acc: 0.6836, loss_cls: 2.4204, loss: 2.4204, grad_norm: 4.0077 2021-01-29 09:18:42,105 - mmaction - INFO - Epoch [12][2440/3757] lr: 1.000e-02, eta: 2 days, 0:26:57, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6828, loss_cls: 2.4978, loss: 2.4978, grad_norm: 4.1262 2021-01-29 09:18:47,649 - mmaction - INFO - Epoch [12][2460/3757] lr: 1.000e-02, eta: 2 days, 0:26:08, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6758, loss_cls: 2.5699, loss: 2.5699, grad_norm: 4.0985 2021-01-29 09:18:53,357 - mmaction - INFO - Epoch [12][2480/3757] lr: 1.000e-02, eta: 2 days, 0:25:22, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6695, loss_cls: 2.5424, loss: 2.5424, grad_norm: 4.1369 2021-01-29 09:18:58,562 - mmaction - INFO - Epoch [12][2500/3757] lr: 1.000e-02, eta: 2 days, 0:24:31, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.7078, loss_cls: 2.3956, loss: 2.3956, grad_norm: 4.2534 2021-01-29 09:19:04,451 - mmaction - INFO - Epoch [12][2520/3757] lr: 1.000e-02, eta: 2 days, 0:23:46, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6898, loss_cls: 2.5260, loss: 2.5260, grad_norm: 4.0943 2021-01-29 09:19:10,006 - mmaction - INFO - Epoch [12][2540/3757] lr: 1.000e-02, eta: 2 days, 0:22:58, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6672, loss_cls: 2.5698, loss: 2.5698, grad_norm: 4.2703 2021-01-29 09:19:15,626 - mmaction - INFO - Epoch [12][2560/3757] lr: 1.000e-02, eta: 2 days, 0:22:10, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6828, loss_cls: 2.4740, loss: 2.4740, grad_norm: 3.9672 2021-01-29 09:19:21,041 - mmaction - INFO - Epoch [12][2580/3757] lr: 1.000e-02, eta: 2 days, 0:21:21, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6937, loss_cls: 2.4544, loss: 2.4544, grad_norm: 4.1587 2021-01-29 09:19:27,064 - mmaction - INFO - Epoch [12][2600/3757] lr: 1.000e-02, eta: 2 days, 0:20:37, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6766, loss_cls: 2.5510, loss: 2.5510, grad_norm: 4.1235 2021-01-29 09:19:32,722 - mmaction - INFO - Epoch [12][2620/3757] lr: 1.000e-02, eta: 2 days, 0:19:50, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6711, loss_cls: 2.5829, loss: 2.5829, grad_norm: 4.1619 2021-01-29 09:19:38,061 - mmaction - INFO - Epoch [12][2640/3757] lr: 1.000e-02, eta: 2 days, 0:19:01, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7109, loss_cls: 2.3561, loss: 2.3561, grad_norm: 4.3419 2021-01-29 09:19:44,290 - mmaction - INFO - Epoch [12][2660/3757] lr: 1.000e-02, eta: 2 days, 0:18:18, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4477, top5_acc: 0.6969, loss_cls: 2.4811, loss: 2.4811, grad_norm: 4.2268 2021-01-29 09:19:49,678 - mmaction - INFO - Epoch [12][2680/3757] lr: 1.000e-02, eta: 2 days, 0:17:29, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4109, top5_acc: 0.6852, loss_cls: 2.5605, loss: 2.5605, grad_norm: 4.1328 2021-01-29 09:19:55,195 - mmaction - INFO - Epoch [12][2700/3757] lr: 1.000e-02, eta: 2 days, 0:16:41, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6914, loss_cls: 2.4414, loss: 2.4414, grad_norm: 5.8629 2021-01-29 09:20:00,766 - mmaction - INFO - Epoch [12][2720/3757] lr: 1.000e-02, eta: 2 days, 0:15:54, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6766, loss_cls: 2.5428, loss: 2.5428, grad_norm: 4.1730 2021-01-29 09:20:06,100 - mmaction - INFO - Epoch [12][2740/3757] lr: 1.000e-02, eta: 2 days, 0:15:05, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6867, loss_cls: 2.4888, loss: 2.4888, grad_norm: 4.2555 2021-01-29 09:20:11,468 - mmaction - INFO - Epoch [12][2760/3757] lr: 1.000e-02, eta: 2 days, 0:14:16, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6805, loss_cls: 2.5777, loss: 2.5777, grad_norm: 4.1586 2021-01-29 09:20:16,893 - mmaction - INFO - Epoch [12][2780/3757] lr: 1.000e-02, eta: 2 days, 0:13:27, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6961, loss_cls: 2.4436, loss: 2.4436, grad_norm: 4.1392 2021-01-29 09:20:22,651 - mmaction - INFO - Epoch [12][2800/3757] lr: 1.000e-02, eta: 2 days, 0:12:42, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6906, loss_cls: 2.5063, loss: 2.5063, grad_norm: 4.1060 2021-01-29 09:20:28,395 - mmaction - INFO - Epoch [12][2820/3757] lr: 1.000e-02, eta: 2 days, 0:11:56, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4062, top5_acc: 0.6664, loss_cls: 2.5888, loss: 2.5888, grad_norm: 4.1817 2021-01-29 09:20:34,141 - mmaction - INFO - Epoch [12][2840/3757] lr: 1.000e-02, eta: 2 days, 0:11:10, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6594, loss_cls: 2.6088, loss: 2.6088, grad_norm: 3.9979 2021-01-29 09:20:39,851 - mmaction - INFO - Epoch [12][2860/3757] lr: 1.000e-02, eta: 2 days, 0:10:24, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4125, top5_acc: 0.6758, loss_cls: 2.5149, loss: 2.5149, grad_norm: 4.1362 2021-01-29 09:20:45,198 - mmaction - INFO - Epoch [12][2880/3757] lr: 1.000e-02, eta: 2 days, 0:09:35, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6883, loss_cls: 2.4717, loss: 2.4717, grad_norm: 4.4651 2021-01-29 09:20:50,919 - mmaction - INFO - Epoch [12][2900/3757] lr: 1.000e-02, eta: 2 days, 0:08:49, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6781, loss_cls: 2.5701, loss: 2.5701, grad_norm: 4.1527 2021-01-29 09:20:56,703 - mmaction - INFO - Epoch [12][2920/3757] lr: 1.000e-02, eta: 2 days, 0:08:03, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6750, loss_cls: 2.5594, loss: 2.5594, grad_norm: 4.0654 2021-01-29 09:21:01,647 - mmaction - INFO - Epoch [12][2940/3757] lr: 1.000e-02, eta: 2 days, 0:07:12, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6828, loss_cls: 2.4753, loss: 2.4753, grad_norm: 4.2709 2021-01-29 09:21:06,870 - mmaction - INFO - Epoch [12][2960/3757] lr: 1.000e-02, eta: 2 days, 0:06:22, time: 0.261, data_time: 0.006, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6937, loss_cls: 2.4247, loss: 2.4247, grad_norm: 4.0935 2021-01-29 09:21:12,273 - mmaction - INFO - Epoch [12][2980/3757] lr: 1.000e-02, eta: 2 days, 0:05:34, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6797, loss_cls: 2.5219, loss: 2.5219, grad_norm: 4.0550 2021-01-29 09:21:18,380 - mmaction - INFO - Epoch [12][3000/3757] lr: 1.000e-02, eta: 2 days, 0:04:51, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6961, loss_cls: 2.4777, loss: 2.4777, grad_norm: 4.1354 2021-01-29 09:21:24,322 - mmaction - INFO - Epoch [12][3020/3757] lr: 1.000e-02, eta: 2 days, 0:04:07, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6781, loss_cls: 2.4996, loss: 2.4996, grad_norm: 4.1612 2021-01-29 09:21:29,295 - mmaction - INFO - Epoch [12][3040/3757] lr: 1.000e-02, eta: 2 days, 0:03:15, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6672, loss_cls: 2.5654, loss: 2.5654, grad_norm: 4.1145 2021-01-29 09:21:35,746 - mmaction - INFO - Epoch [12][3060/3757] lr: 1.000e-02, eta: 2 days, 0:02:35, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6680, loss_cls: 2.5417, loss: 2.5417, grad_norm: 4.1290 2021-01-29 09:21:41,168 - mmaction - INFO - Epoch [12][3080/3757] lr: 1.000e-02, eta: 2 days, 0:01:47, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4125, top5_acc: 0.6586, loss_cls: 2.6108, loss: 2.6108, grad_norm: 4.1514 2021-01-29 09:21:46,557 - mmaction - INFO - Epoch [12][3100/3757] lr: 1.000e-02, eta: 2 days, 0:00:59, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6898, loss_cls: 2.4736, loss: 2.4736, grad_norm: 4.2540 2021-01-29 09:21:51,833 - mmaction - INFO - Epoch [12][3120/3757] lr: 1.000e-02, eta: 2 days, 0:00:10, time: 0.264, data_time: 0.004, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6805, loss_cls: 2.5869, loss: 2.5869, grad_norm: 3.9520 2021-01-29 09:21:57,496 - mmaction - INFO - Epoch [12][3140/3757] lr: 1.000e-02, eta: 1 day, 23:59:24, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6547, loss_cls: 2.6099, loss: 2.6099, grad_norm: 4.1607 2021-01-29 09:22:02,999 - mmaction - INFO - Epoch [12][3160/3757] lr: 1.000e-02, eta: 1 day, 23:58:37, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7008, loss_cls: 2.3744, loss: 2.3744, grad_norm: 4.1578 2021-01-29 09:22:08,413 - mmaction - INFO - Epoch [12][3180/3757] lr: 1.000e-02, eta: 1 day, 23:57:49, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.4706, loss: 2.4706, grad_norm: 3.9090 2021-01-29 09:22:14,287 - mmaction - INFO - Epoch [12][3200/3757] lr: 1.000e-02, eta: 1 day, 23:57:05, time: 0.294, data_time: 0.005, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6828, loss_cls: 2.4885, loss: 2.4885, grad_norm: 4.2123 2021-01-29 09:22:19,792 - mmaction - INFO - Epoch [12][3220/3757] lr: 1.000e-02, eta: 1 day, 23:56:18, time: 0.275, data_time: 0.000, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.4905, loss: 2.4905, grad_norm: 4.0897 2021-01-29 09:22:25,145 - mmaction - INFO - Epoch [12][3240/3757] lr: 1.000e-02, eta: 1 day, 23:55:30, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6898, loss_cls: 2.4587, loss: 2.4587, grad_norm: 4.0187 2021-01-29 09:22:31,027 - mmaction - INFO - Epoch [12][3260/3757] lr: 1.000e-02, eta: 1 day, 23:54:45, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6867, loss_cls: 2.4574, loss: 2.4574, grad_norm: 4.0728 2021-01-29 09:22:36,614 - mmaction - INFO - Epoch [12][3280/3757] lr: 1.000e-02, eta: 1 day, 23:54:00, time: 0.282, data_time: 0.006, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5493, loss: 2.5493, grad_norm: 4.1759 2021-01-29 09:22:42,447 - mmaction - INFO - Epoch [12][3300/3757] lr: 1.000e-02, eta: 1 day, 23:53:15, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.7227, loss_cls: 2.3487, loss: 2.3487, grad_norm: 4.1735 2021-01-29 09:22:48,478 - mmaction - INFO - Epoch [12][3320/3757] lr: 1.000e-02, eta: 1 day, 23:52:32, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6672, loss_cls: 2.5871, loss: 2.5871, grad_norm: 4.0842 2021-01-29 09:22:53,845 - mmaction - INFO - Epoch [12][3340/3757] lr: 1.000e-02, eta: 1 day, 23:51:45, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.5514, loss: 2.5514, grad_norm: 4.1424 2021-01-29 09:22:58,989 - mmaction - INFO - Epoch [12][3360/3757] lr: 1.000e-02, eta: 1 day, 23:50:55, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.4891, loss: 2.4891, grad_norm: 4.0187 2021-01-29 09:23:04,941 - mmaction - INFO - Epoch [12][3380/3757] lr: 1.000e-02, eta: 1 day, 23:50:12, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6992, loss_cls: 2.4258, loss: 2.4258, grad_norm: 3.9668 2021-01-29 09:23:10,558 - mmaction - INFO - Epoch [12][3400/3757] lr: 1.000e-02, eta: 1 day, 23:49:26, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.6922, loss_cls: 2.3980, loss: 2.3980, grad_norm: 4.0454 2021-01-29 09:23:16,169 - mmaction - INFO - Epoch [12][3420/3757] lr: 1.000e-02, eta: 1 day, 23:48:40, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6648, loss_cls: 2.5745, loss: 2.5745, grad_norm: 4.1596 2021-01-29 09:23:21,584 - mmaction - INFO - Epoch [12][3440/3757] lr: 1.000e-02, eta: 1 day, 23:47:53, time: 0.271, data_time: 0.003, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6883, loss_cls: 2.4807, loss: 2.4807, grad_norm: 4.1184 2021-01-29 09:23:27,089 - mmaction - INFO - Epoch [12][3460/3757] lr: 1.000e-02, eta: 1 day, 23:47:06, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7031, loss_cls: 2.4045, loss: 2.4045, grad_norm: 4.1255 2021-01-29 09:23:32,910 - mmaction - INFO - Epoch [12][3480/3757] lr: 1.000e-02, eta: 1 day, 23:46:22, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6734, loss_cls: 2.5910, loss: 2.5910, grad_norm: 4.0766 2021-01-29 09:23:38,364 - mmaction - INFO - Epoch [12][3500/3757] lr: 1.000e-02, eta: 1 day, 23:45:35, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6875, loss_cls: 2.5157, loss: 2.5157, grad_norm: 4.1547 2021-01-29 09:23:44,394 - mmaction - INFO - Epoch [12][3520/3757] lr: 1.000e-02, eta: 1 day, 23:44:53, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6820, loss_cls: 2.5637, loss: 2.5637, grad_norm: 4.0257 2021-01-29 09:23:50,231 - mmaction - INFO - Epoch [12][3540/3757] lr: 1.000e-02, eta: 1 day, 23:44:09, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7055, loss_cls: 2.3638, loss: 2.3638, grad_norm: 4.1356 2021-01-29 09:23:55,804 - mmaction - INFO - Epoch [12][3560/3757] lr: 1.000e-02, eta: 1 day, 23:43:23, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.7086, loss_cls: 2.4209, loss: 2.4209, grad_norm: 4.0866 2021-01-29 09:24:01,421 - mmaction - INFO - Epoch [12][3580/3757] lr: 1.000e-02, eta: 1 day, 23:42:37, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.5615, loss: 2.5615, grad_norm: 4.0967 2021-01-29 09:24:06,729 - mmaction - INFO - Epoch [12][3600/3757] lr: 1.000e-02, eta: 1 day, 23:41:49, time: 0.265, data_time: 0.004, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6852, loss_cls: 2.4907, loss: 2.4907, grad_norm: 4.0796 2021-01-29 09:24:12,747 - mmaction - INFO - Epoch [12][3620/3757] lr: 1.000e-02, eta: 1 day, 23:41:07, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.4411, loss: 2.4411, grad_norm: 4.0236 2021-01-29 09:24:18,031 - mmaction - INFO - Epoch [12][3640/3757] lr: 1.000e-02, eta: 1 day, 23:40:19, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6820, loss_cls: 2.5291, loss: 2.5291, grad_norm: 4.0922 2021-01-29 09:24:23,485 - mmaction - INFO - Epoch [12][3660/3757] lr: 1.000e-02, eta: 1 day, 23:39:33, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.5182, loss: 2.5182, grad_norm: 4.1053 2021-01-29 09:24:29,545 - mmaction - INFO - Epoch [12][3680/3757] lr: 1.000e-02, eta: 1 day, 23:38:50, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.3923, loss: 2.3923, grad_norm: 4.1440 2021-01-29 09:24:34,597 - mmaction - INFO - Epoch [12][3700/3757] lr: 1.000e-02, eta: 1 day, 23:38:01, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3651, loss: 2.3651, grad_norm: 4.0840 2021-01-29 09:24:40,897 - mmaction - INFO - Epoch [12][3720/3757] lr: 1.000e-02, eta: 1 day, 23:37:21, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6727, loss_cls: 2.5370, loss: 2.5370, grad_norm: 3.9939 2021-01-29 09:24:47,220 - mmaction - INFO - Epoch [12][3740/3757] lr: 1.000e-02, eta: 1 day, 23:36:41, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6734, loss_cls: 2.5705, loss: 2.5705, grad_norm: 4.1071 2021-01-29 09:25:12,773 - mmaction - INFO - Saving checkpoint at 12 epochs 2021-01-29 09:40:30,026 - mmaction - INFO - Epoch [13][20/3757] lr: 1.000e-02, eta: 2 days, 1:26:00, time: 45.834, data_time: 45.206, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7000, loss_cls: 2.3918, loss: 2.3918, grad_norm: 4.1132 2021-01-29 09:40:34,189 - mmaction - INFO - Epoch [13][40/3757] lr: 1.000e-02, eta: 2 days, 1:25:02, time: 0.216, data_time: 0.010, memory: 3385, top1_acc: 0.4586, top5_acc: 0.6953, loss_cls: 2.4323, loss: 2.4323, grad_norm: 4.0619 2021-01-29 09:40:38,482 - mmaction - INFO - Epoch [13][60/3757] lr: 1.000e-02, eta: 2 days, 1:24:04, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6883, loss_cls: 2.4912, loss: 2.4912, grad_norm: 4.2146 2021-01-29 09:40:42,585 - mmaction - INFO - Epoch [13][80/3757] lr: 1.000e-02, eta: 2 days, 1:23:04, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4313, top5_acc: 0.7016, loss_cls: 2.4346, loss: 2.4346, grad_norm: 4.1236 2021-01-29 09:40:46,753 - mmaction - INFO - Epoch [13][100/3757] lr: 1.000e-02, eta: 2 days, 1:22:05, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.7039, loss_cls: 2.4100, loss: 2.4100, grad_norm: 4.0899 2021-01-29 09:40:50,992 - mmaction - INFO - Epoch [13][120/3757] lr: 1.000e-02, eta: 2 days, 1:21:07, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4453, top5_acc: 0.6922, loss_cls: 2.4184, loss: 2.4184, grad_norm: 4.2023 2021-01-29 09:40:55,191 - mmaction - INFO - Epoch [13][140/3757] lr: 1.000e-02, eta: 2 days, 1:20:08, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6805, loss_cls: 2.4843, loss: 2.4843, grad_norm: 4.0134 2021-01-29 09:40:59,440 - mmaction - INFO - Epoch [13][160/3757] lr: 1.000e-02, eta: 2 days, 1:19:10, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6977, loss_cls: 2.4933, loss: 2.4933, grad_norm: 4.1628 2021-01-29 09:41:03,621 - mmaction - INFO - Epoch [13][180/3757] lr: 1.000e-02, eta: 2 days, 1:18:11, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6797, loss_cls: 2.5470, loss: 2.5470, grad_norm: 3.9445 2021-01-29 09:41:07,944 - mmaction - INFO - Epoch [13][200/3757] lr: 1.000e-02, eta: 2 days, 1:17:14, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6828, loss_cls: 2.4853, loss: 2.4853, grad_norm: 4.0979 2021-01-29 09:41:12,113 - mmaction - INFO - Epoch [13][220/3757] lr: 1.000e-02, eta: 2 days, 1:16:15, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6937, loss_cls: 2.4585, loss: 2.4585, grad_norm: 4.0836 2021-01-29 09:41:16,303 - mmaction - INFO - Epoch [13][240/3757] lr: 1.000e-02, eta: 2 days, 1:15:17, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.4060, loss: 2.4060, grad_norm: 3.9684 2021-01-29 09:41:20,459 - mmaction - INFO - Epoch [13][260/3757] lr: 1.000e-02, eta: 2 days, 1:14:18, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.4313, loss: 2.4313, grad_norm: 4.3627 2021-01-29 09:41:24,686 - mmaction - INFO - Epoch [13][280/3757] lr: 1.000e-02, eta: 2 days, 1:13:20, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6617, loss_cls: 2.6011, loss: 2.6011, grad_norm: 4.0859 2021-01-29 09:41:29,088 - mmaction - INFO - Epoch [13][300/3757] lr: 1.000e-02, eta: 2 days, 1:12:23, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6703, loss_cls: 2.5560, loss: 2.5560, grad_norm: 4.0598 2021-01-29 09:41:33,435 - mmaction - INFO - Epoch [13][320/3757] lr: 1.000e-02, eta: 2 days, 1:11:26, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7070, loss_cls: 2.3191, loss: 2.3191, grad_norm: 4.1400 2021-01-29 09:41:37,764 - mmaction - INFO - Epoch [13][340/3757] lr: 1.000e-02, eta: 2 days, 1:10:29, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6828, loss_cls: 2.4494, loss: 2.4494, grad_norm: 4.0720 2021-01-29 09:41:41,949 - mmaction - INFO - Epoch [13][360/3757] lr: 1.000e-02, eta: 2 days, 1:09:31, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.7039, loss_cls: 2.3923, loss: 2.3923, grad_norm: 4.0424 2021-01-29 09:41:46,457 - mmaction - INFO - Epoch [13][380/3757] lr: 1.000e-02, eta: 2 days, 1:08:35, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6789, loss_cls: 2.5117, loss: 2.5117, grad_norm: 4.0421 2021-01-29 09:41:50,719 - mmaction - INFO - Epoch [13][400/3757] lr: 1.000e-02, eta: 2 days, 1:07:37, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7078, loss_cls: 2.3681, loss: 2.3681, grad_norm: 4.1107 2021-01-29 09:41:55,031 - mmaction - INFO - Epoch [13][420/3757] lr: 1.000e-02, eta: 2 days, 1:06:40, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7180, loss_cls: 2.3571, loss: 2.3571, grad_norm: 4.0761 2021-01-29 09:41:59,478 - mmaction - INFO - Epoch [13][440/3757] lr: 1.000e-02, eta: 2 days, 1:05:44, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6813, loss_cls: 2.4755, loss: 2.4755, grad_norm: 4.0149 2021-01-29 09:42:03,790 - mmaction - INFO - Epoch [13][460/3757] lr: 1.000e-02, eta: 2 days, 1:04:47, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6883, loss_cls: 2.3813, loss: 2.3813, grad_norm: 4.2500 2021-01-29 09:42:08,629 - mmaction - INFO - Epoch [13][480/3757] lr: 1.000e-02, eta: 2 days, 1:03:54, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7000, loss_cls: 2.3887, loss: 2.3887, grad_norm: 4.1206 2021-01-29 09:42:13,342 - mmaction - INFO - Epoch [13][500/3757] lr: 1.000e-02, eta: 2 days, 1:03:00, time: 0.236, data_time: 0.017, memory: 3385, top1_acc: 0.4555, top5_acc: 0.6875, loss_cls: 2.4252, loss: 2.4252, grad_norm: 4.1741 2021-01-29 09:42:17,827 - mmaction - INFO - Epoch [13][520/3757] lr: 1.000e-02, eta: 2 days, 1:02:04, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7055, loss_cls: 2.3485, loss: 2.3485, grad_norm: 4.0567 2021-01-29 09:42:22,200 - mmaction - INFO - Epoch [13][540/3757] lr: 1.000e-02, eta: 2 days, 1:01:07, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7063, loss_cls: 2.3800, loss: 2.3800, grad_norm: 3.9654 2021-01-29 09:42:27,010 - mmaction - INFO - Epoch [13][560/3757] lr: 1.000e-02, eta: 2 days, 1:00:14, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7055, loss_cls: 2.3865, loss: 2.3865, grad_norm: 4.1378 2021-01-29 09:42:31,633 - mmaction - INFO - Epoch [13][580/3757] lr: 1.000e-02, eta: 2 days, 0:59:20, time: 0.231, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.4759, loss: 2.4759, grad_norm: 4.0830 2021-01-29 09:42:36,306 - mmaction - INFO - Epoch [13][600/3757] lr: 1.000e-02, eta: 2 days, 0:58:26, time: 0.234, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.7023, loss_cls: 2.4273, loss: 2.4273, grad_norm: 4.0572 2021-01-29 09:42:40,862 - mmaction - INFO - Epoch [13][620/3757] lr: 1.000e-02, eta: 2 days, 0:57:31, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6992, loss_cls: 2.3855, loss: 2.3855, grad_norm: 4.5722 2021-01-29 09:42:45,609 - mmaction - INFO - Epoch [13][640/3757] lr: 1.000e-02, eta: 2 days, 0:56:37, time: 0.237, data_time: 0.002, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6727, loss_cls: 2.5383, loss: 2.5383, grad_norm: 4.1500 2021-01-29 09:42:50,510 - mmaction - INFO - Epoch [13][660/3757] lr: 1.000e-02, eta: 2 days, 0:55:45, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7086, loss_cls: 2.3946, loss: 2.3946, grad_norm: 4.0339 2021-01-29 09:42:55,083 - mmaction - INFO - Epoch [13][680/3757] lr: 1.000e-02, eta: 2 days, 0:54:50, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.4612, loss: 2.4612, grad_norm: 4.1288 2021-01-29 09:42:59,896 - mmaction - INFO - Epoch [13][700/3757] lr: 1.000e-02, eta: 2 days, 0:53:57, time: 0.241, data_time: 0.002, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6828, loss_cls: 2.5062, loss: 2.5062, grad_norm: 4.3250 2021-01-29 09:43:04,854 - mmaction - INFO - Epoch [13][720/3757] lr: 1.000e-02, eta: 2 days, 0:53:05, time: 0.248, data_time: 0.002, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6672, loss_cls: 2.5576, loss: 2.5576, grad_norm: 4.0482 2021-01-29 09:43:09,911 - mmaction - INFO - Epoch [13][740/3757] lr: 1.000e-02, eta: 2 days, 0:52:14, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6687, loss_cls: 2.5973, loss: 2.5973, grad_norm: 4.0099 2021-01-29 09:43:15,059 - mmaction - INFO - Epoch [13][760/3757] lr: 1.000e-02, eta: 2 days, 0:51:24, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.7070, loss_cls: 2.4542, loss: 2.4542, grad_norm: 4.1353 2021-01-29 09:43:20,238 - mmaction - INFO - Epoch [13][780/3757] lr: 1.000e-02, eta: 2 days, 0:50:34, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4383, top5_acc: 0.7227, loss_cls: 2.3640, loss: 2.3640, grad_norm: 4.1178 2021-01-29 09:43:25,328 - mmaction - INFO - Epoch [13][800/3757] lr: 1.000e-02, eta: 2 days, 0:49:43, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7102, loss_cls: 2.3917, loss: 2.3917, grad_norm: 4.0141 2021-01-29 09:43:30,069 - mmaction - INFO - Epoch [13][820/3757] lr: 1.000e-02, eta: 2 days, 0:48:50, time: 0.237, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7102, loss_cls: 2.4121, loss: 2.4121, grad_norm: 4.2051 2021-01-29 09:43:35,602 - mmaction - INFO - Epoch [13][840/3757] lr: 1.000e-02, eta: 2 days, 0:48:02, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6867, loss_cls: 2.4892, loss: 2.4892, grad_norm: 4.2235 2021-01-29 09:43:40,628 - mmaction - INFO - Epoch [13][860/3757] lr: 1.000e-02, eta: 2 days, 0:47:11, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7055, loss_cls: 2.3925, loss: 2.3925, grad_norm: 4.1492 2021-01-29 09:43:45,934 - mmaction - INFO - Epoch [13][880/3757] lr: 1.000e-02, eta: 2 days, 0:46:22, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.6859, loss_cls: 2.4330, loss: 2.4330, grad_norm: 4.0835 2021-01-29 09:43:51,287 - mmaction - INFO - Epoch [13][900/3757] lr: 1.000e-02, eta: 2 days, 0:45:34, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6703, loss_cls: 2.5625, loss: 2.5625, grad_norm: 4.2745 2021-01-29 09:43:56,306 - mmaction - INFO - Epoch [13][920/3757] lr: 1.000e-02, eta: 2 days, 0:44:43, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6961, loss_cls: 2.4438, loss: 2.4438, grad_norm: 4.0384 2021-01-29 09:44:02,223 - mmaction - INFO - Epoch [13][940/3757] lr: 1.000e-02, eta: 2 days, 0:43:58, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7063, loss_cls: 2.4154, loss: 2.4154, grad_norm: 4.1524 2021-01-29 09:44:07,577 - mmaction - INFO - Epoch [13][960/3757] lr: 1.000e-02, eta: 2 days, 0:43:10, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4227, top5_acc: 0.6922, loss_cls: 2.5022, loss: 2.5022, grad_norm: 4.0568 2021-01-29 09:44:12,611 - mmaction - INFO - Epoch [13][980/3757] lr: 1.000e-02, eta: 2 days, 0:42:19, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.4477, top5_acc: 0.7039, loss_cls: 2.4204, loss: 2.4204, grad_norm: 4.0776 2021-01-29 09:44:17,813 - mmaction - INFO - Epoch [13][1000/3757] lr: 1.000e-02, eta: 2 days, 0:41:29, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6953, loss_cls: 2.4457, loss: 2.4457, grad_norm: 4.1274 2021-01-29 09:44:23,560 - mmaction - INFO - Epoch [13][1020/3757] lr: 1.000e-02, eta: 2 days, 0:40:44, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6891, loss_cls: 2.4516, loss: 2.4516, grad_norm: 4.0339 2021-01-29 09:44:28,946 - mmaction - INFO - Epoch [13][1040/3757] lr: 1.000e-02, eta: 2 days, 0:39:56, time: 0.269, data_time: 0.000, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6945, loss_cls: 2.4536, loss: 2.4536, grad_norm: 4.1617 2021-01-29 09:44:34,299 - mmaction - INFO - Epoch [13][1060/3757] lr: 1.000e-02, eta: 2 days, 0:39:07, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4570, top5_acc: 0.6898, loss_cls: 2.4594, loss: 2.4594, grad_norm: 4.0227 2021-01-29 09:44:39,449 - mmaction - INFO - Epoch [13][1080/3757] lr: 1.000e-02, eta: 2 days, 0:38:18, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.5047, loss: 2.5047, grad_norm: 4.1384 2021-01-29 09:44:44,792 - mmaction - INFO - Epoch [13][1100/3757] lr: 1.000e-02, eta: 2 days, 0:37:29, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4492, top5_acc: 0.6937, loss_cls: 2.4404, loss: 2.4404, grad_norm: 4.1543 2021-01-29 09:44:50,699 - mmaction - INFO - Epoch [13][1120/3757] lr: 1.000e-02, eta: 2 days, 0:36:45, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.7000, loss_cls: 2.3998, loss: 2.3998, grad_norm: 4.2162 2021-01-29 09:44:55,584 - mmaction - INFO - Epoch [13][1140/3757] lr: 1.000e-02, eta: 2 days, 0:35:54, time: 0.244, data_time: 0.003, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6977, loss_cls: 2.4068, loss: 2.4068, grad_norm: 4.0080 2021-01-29 09:45:01,137 - mmaction - INFO - Epoch [13][1160/3757] lr: 1.000e-02, eta: 2 days, 0:35:07, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6758, loss_cls: 2.5445, loss: 2.5445, grad_norm: 4.1989 2021-01-29 09:45:05,980 - mmaction - INFO - Epoch [13][1180/3757] lr: 1.000e-02, eta: 2 days, 0:34:15, time: 0.242, data_time: 0.002, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6945, loss_cls: 2.4488, loss: 2.4488, grad_norm: 4.1696 2021-01-29 09:45:11,507 - mmaction - INFO - Epoch [13][1200/3757] lr: 1.000e-02, eta: 2 days, 0:33:28, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6742, loss_cls: 2.5711, loss: 2.5711, grad_norm: 4.0932 2021-01-29 09:45:16,816 - mmaction - INFO - Epoch [13][1220/3757] lr: 1.000e-02, eta: 2 days, 0:32:40, time: 0.266, data_time: 0.003, memory: 3385, top1_acc: 0.4172, top5_acc: 0.6898, loss_cls: 2.5113, loss: 2.5113, grad_norm: 4.1102 2021-01-29 09:45:22,414 - mmaction - INFO - Epoch [13][1240/3757] lr: 1.000e-02, eta: 2 days, 0:31:54, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6883, loss_cls: 2.5154, loss: 2.5154, grad_norm: 4.1211 2021-01-29 09:45:28,010 - mmaction - INFO - Epoch [13][1260/3757] lr: 1.000e-02, eta: 2 days, 0:31:07, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6664, loss_cls: 2.6341, loss: 2.6341, grad_norm: 4.2219 2021-01-29 09:45:33,726 - mmaction - INFO - Epoch [13][1280/3757] lr: 1.000e-02, eta: 2 days, 0:30:22, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6711, loss_cls: 2.5526, loss: 2.5526, grad_norm: 4.0016 2021-01-29 09:45:38,855 - mmaction - INFO - Epoch [13][1300/3757] lr: 1.000e-02, eta: 2 days, 0:29:33, time: 0.256, data_time: 0.003, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6734, loss_cls: 2.5177, loss: 2.5177, grad_norm: 4.1174 2021-01-29 09:45:43,961 - mmaction - INFO - Epoch [13][1320/3757] lr: 1.000e-02, eta: 2 days, 0:28:43, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.4414, top5_acc: 0.7094, loss_cls: 2.4464, loss: 2.4464, grad_norm: 4.0851 2021-01-29 09:45:49,364 - mmaction - INFO - Epoch [13][1340/3757] lr: 1.000e-02, eta: 2 days, 0:27:56, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7039, loss_cls: 2.4598, loss: 2.4598, grad_norm: 4.1170 2021-01-29 09:45:54,702 - mmaction - INFO - Epoch [13][1360/3757] lr: 1.000e-02, eta: 2 days, 0:27:08, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.6891, loss_cls: 2.4724, loss: 2.4724, grad_norm: 3.9900 2021-01-29 09:45:59,692 - mmaction - INFO - Epoch [13][1380/3757] lr: 1.000e-02, eta: 2 days, 0:26:17, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5335, loss: 2.5335, grad_norm: 4.2222 2021-01-29 09:46:05,426 - mmaction - INFO - Epoch [13][1400/3757] lr: 1.000e-02, eta: 2 days, 0:25:32, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4297, top5_acc: 0.7008, loss_cls: 2.4379, loss: 2.4379, grad_norm: 4.1513 2021-01-29 09:46:10,936 - mmaction - INFO - Epoch [13][1420/3757] lr: 1.000e-02, eta: 2 days, 0:24:46, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6984, loss_cls: 2.4541, loss: 2.4541, grad_norm: 4.1532 2021-01-29 09:46:16,522 - mmaction - INFO - Epoch [13][1440/3757] lr: 1.000e-02, eta: 2 days, 0:24:00, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.4261, loss: 2.4261, grad_norm: 4.0325 2021-01-29 09:46:22,327 - mmaction - INFO - Epoch [13][1460/3757] lr: 1.000e-02, eta: 2 days, 0:23:15, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.4133, top5_acc: 0.6687, loss_cls: 2.5614, loss: 2.5614, grad_norm: 4.0949 2021-01-29 09:46:27,220 - mmaction - INFO - Epoch [13][1480/3757] lr: 1.000e-02, eta: 2 days, 0:22:25, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6945, loss_cls: 2.5160, loss: 2.5160, grad_norm: 4.2739 2021-01-29 09:46:32,748 - mmaction - INFO - Epoch [13][1500/3757] lr: 1.000e-02, eta: 2 days, 0:21:38, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6758, loss_cls: 2.5022, loss: 2.5022, grad_norm: 4.0766 2021-01-29 09:46:38,244 - mmaction - INFO - Epoch [13][1520/3757] lr: 1.000e-02, eta: 2 days, 0:20:52, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6914, loss_cls: 2.4759, loss: 2.4759, grad_norm: 4.0789 2021-01-29 09:46:43,710 - mmaction - INFO - Epoch [13][1540/3757] lr: 1.000e-02, eta: 2 days, 0:20:05, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6961, loss_cls: 2.4234, loss: 2.4234, grad_norm: 4.0196 2021-01-29 09:46:49,731 - mmaction - INFO - Epoch [13][1560/3757] lr: 1.000e-02, eta: 2 days, 0:19:22, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6828, loss_cls: 2.4999, loss: 2.4999, grad_norm: 4.1687 2021-01-29 09:46:54,880 - mmaction - INFO - Epoch [13][1580/3757] lr: 1.000e-02, eta: 2 days, 0:18:34, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7070, loss_cls: 2.3823, loss: 2.3823, grad_norm: 4.1396 2021-01-29 09:47:00,749 - mmaction - INFO - Epoch [13][1600/3757] lr: 1.000e-02, eta: 2 days, 0:17:50, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6805, loss_cls: 2.4835, loss: 2.4835, grad_norm: 4.1385 2021-01-29 09:47:06,378 - mmaction - INFO - Epoch [13][1620/3757] lr: 1.000e-02, eta: 2 days, 0:17:05, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6875, loss_cls: 2.4869, loss: 2.4869, grad_norm: 4.2002 2021-01-29 09:47:11,554 - mmaction - INFO - Epoch [13][1640/3757] lr: 1.000e-02, eta: 2 days, 0:16:16, time: 0.259, data_time: 0.000, memory: 3385, top1_acc: 0.4719, top5_acc: 0.6977, loss_cls: 2.3632, loss: 2.3632, grad_norm: 3.9557 2021-01-29 09:47:17,594 - mmaction - INFO - Epoch [13][1660/3757] lr: 1.000e-02, eta: 2 days, 0:15:34, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4477, top5_acc: 0.6992, loss_cls: 2.4442, loss: 2.4442, grad_norm: 4.1117 2021-01-29 09:47:23,169 - mmaction - INFO - Epoch [13][1680/3757] lr: 1.000e-02, eta: 2 days, 0:14:48, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6984, loss_cls: 2.4508, loss: 2.4508, grad_norm: 4.3749 2021-01-29 09:47:29,029 - mmaction - INFO - Epoch [13][1700/3757] lr: 1.000e-02, eta: 2 days, 0:14:04, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6797, loss_cls: 2.5216, loss: 2.5216, grad_norm: 4.1098 2021-01-29 09:47:34,843 - mmaction - INFO - Epoch [13][1720/3757] lr: 1.000e-02, eta: 2 days, 0:13:20, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.3941, loss: 2.3941, grad_norm: 4.1277 2021-01-29 09:47:40,365 - mmaction - INFO - Epoch [13][1740/3757] lr: 1.000e-02, eta: 2 days, 0:12:35, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4477, top5_acc: 0.7000, loss_cls: 2.3787, loss: 2.3787, grad_norm: 4.0527 2021-01-29 09:47:45,962 - mmaction - INFO - Epoch [13][1760/3757] lr: 1.000e-02, eta: 2 days, 0:11:49, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4078, top5_acc: 0.6750, loss_cls: 2.5633, loss: 2.5633, grad_norm: 4.3224 2021-01-29 09:47:51,044 - mmaction - INFO - Epoch [13][1780/3757] lr: 1.000e-02, eta: 2 days, 0:11:00, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6844, loss_cls: 2.5338, loss: 2.5338, grad_norm: 4.0916 2021-01-29 09:47:56,248 - mmaction - INFO - Epoch [13][1800/3757] lr: 1.000e-02, eta: 2 days, 0:10:12, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6906, loss_cls: 2.4320, loss: 2.4320, grad_norm: 4.0800 2021-01-29 09:48:01,605 - mmaction - INFO - Epoch [13][1820/3757] lr: 1.000e-02, eta: 2 days, 0:09:25, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6648, loss_cls: 2.5716, loss: 2.5716, grad_norm: 4.0614 2021-01-29 09:48:07,858 - mmaction - INFO - Epoch [13][1840/3757] lr: 1.000e-02, eta: 2 days, 0:08:45, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.4492, top5_acc: 0.6750, loss_cls: 2.4822, loss: 2.4822, grad_norm: 4.1197 2021-01-29 09:48:12,688 - mmaction - INFO - Epoch [13][1860/3757] lr: 1.000e-02, eta: 2 days, 0:07:54, time: 0.241, data_time: 0.002, memory: 3385, top1_acc: 0.4250, top5_acc: 0.7008, loss_cls: 2.4703, loss: 2.4703, grad_norm: 4.1889 2021-01-29 09:48:18,492 - mmaction - INFO - Epoch [13][1880/3757] lr: 1.000e-02, eta: 2 days, 0:07:10, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6836, loss_cls: 2.4566, loss: 2.4566, grad_norm: 4.1294 2021-01-29 09:48:23,766 - mmaction - INFO - Epoch [13][1900/3757] lr: 1.000e-02, eta: 2 days, 0:06:23, time: 0.264, data_time: 0.004, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6930, loss_cls: 2.4129, loss: 2.4129, grad_norm: 4.0344 2021-01-29 09:48:29,426 - mmaction - INFO - Epoch [13][1920/3757] lr: 1.000e-02, eta: 2 days, 0:05:38, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6773, loss_cls: 2.5078, loss: 2.5078, grad_norm: 4.1630 2021-01-29 09:48:35,170 - mmaction - INFO - Epoch [13][1940/3757] lr: 1.000e-02, eta: 2 days, 0:04:54, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.4391, top5_acc: 0.7063, loss_cls: 2.3890, loss: 2.3890, grad_norm: 4.1308 2021-01-29 09:48:40,531 - mmaction - INFO - Epoch [13][1960/3757] lr: 1.000e-02, eta: 2 days, 0:04:08, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.7125, loss_cls: 2.4149, loss: 2.4149, grad_norm: 3.9886 2021-01-29 09:48:45,782 - mmaction - INFO - Epoch [13][1980/3757] lr: 1.000e-02, eta: 2 days, 0:03:20, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6930, loss_cls: 2.4386, loss: 2.4386, grad_norm: 3.9351 2021-01-29 09:48:51,843 - mmaction - INFO - Epoch [13][2000/3757] lr: 1.000e-02, eta: 2 days, 0:02:39, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6750, loss_cls: 2.5145, loss: 2.5145, grad_norm: 4.1261 2021-01-29 09:48:57,790 - mmaction - INFO - Epoch [13][2020/3757] lr: 1.000e-02, eta: 2 days, 0:01:56, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6813, loss_cls: 2.5147, loss: 2.5147, grad_norm: 4.0249 2021-01-29 09:49:03,286 - mmaction - INFO - Epoch [13][2040/3757] lr: 1.000e-02, eta: 2 days, 0:01:10, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4352, top5_acc: 0.7109, loss_cls: 2.4238, loss: 2.4238, grad_norm: 4.1503 2021-01-29 09:49:08,852 - mmaction - INFO - Epoch [13][2060/3757] lr: 1.000e-02, eta: 2 days, 0:00:25, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6930, loss_cls: 2.4624, loss: 2.4624, grad_norm: 4.0938 2021-01-29 09:49:15,102 - mmaction - INFO - Epoch [13][2080/3757] lr: 1.000e-02, eta: 1 day, 23:59:45, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6914, loss_cls: 2.5081, loss: 2.5081, grad_norm: 5.5102 2021-01-29 09:49:20,833 - mmaction - INFO - Epoch [13][2100/3757] lr: 1.000e-02, eta: 1 day, 23:59:01, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6727, loss_cls: 2.5340, loss: 2.5340, grad_norm: 4.1802 2021-01-29 09:49:26,585 - mmaction - INFO - Epoch [13][2120/3757] lr: 1.000e-02, eta: 1 day, 23:58:18, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.4586, top5_acc: 0.6953, loss_cls: 2.4282, loss: 2.4282, grad_norm: 4.1361 2021-01-29 09:49:32,732 - mmaction - INFO - Epoch [13][2140/3757] lr: 1.000e-02, eta: 1 day, 23:57:37, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6914, loss_cls: 2.4008, loss: 2.4008, grad_norm: 4.0067 2021-01-29 09:49:37,504 - mmaction - INFO - Epoch [13][2160/3757] lr: 1.000e-02, eta: 1 day, 23:56:46, time: 0.239, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6742, loss_cls: 2.5446, loss: 2.5446, grad_norm: 4.0978 2021-01-29 09:49:43,026 - mmaction - INFO - Epoch [13][2180/3757] lr: 1.000e-02, eta: 1 day, 23:56:01, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4148, top5_acc: 0.6687, loss_cls: 2.6104, loss: 2.6104, grad_norm: 4.1813 2021-01-29 09:49:48,463 - mmaction - INFO - Epoch [13][2200/3757] lr: 1.000e-02, eta: 1 day, 23:55:15, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6766, loss_cls: 2.5022, loss: 2.5022, grad_norm: 4.2167 2021-01-29 09:49:53,666 - mmaction - INFO - Epoch [13][2220/3757] lr: 1.000e-02, eta: 1 day, 23:54:28, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6859, loss_cls: 2.4870, loss: 2.4870, grad_norm: 4.1683 2021-01-29 09:49:59,452 - mmaction - INFO - Epoch [13][2240/3757] lr: 1.000e-02, eta: 1 day, 23:53:45, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.4953, loss: 2.4953, grad_norm: 4.1459 2021-01-29 09:50:05,368 - mmaction - INFO - Epoch [13][2260/3757] lr: 1.000e-02, eta: 1 day, 23:53:02, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6734, loss_cls: 2.5836, loss: 2.5836, grad_norm: 4.0123 2021-01-29 09:50:11,149 - mmaction - INFO - Epoch [13][2280/3757] lr: 1.000e-02, eta: 1 day, 23:52:19, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6836, loss_cls: 2.4673, loss: 2.4673, grad_norm: 4.2043 2021-01-29 09:50:17,045 - mmaction - INFO - Epoch [13][2300/3757] lr: 1.000e-02, eta: 1 day, 23:51:37, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6852, loss_cls: 2.4129, loss: 2.4129, grad_norm: 3.9887 2021-01-29 09:50:22,875 - mmaction - INFO - Epoch [13][2320/3757] lr: 1.000e-02, eta: 1 day, 23:50:54, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.5447, loss: 2.5447, grad_norm: 4.2187 2021-01-29 09:50:28,478 - mmaction - INFO - Epoch [13][2340/3757] lr: 1.000e-02, eta: 1 day, 23:50:10, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4987, loss: 2.4987, grad_norm: 4.1574 2021-01-29 09:50:33,639 - mmaction - INFO - Epoch [13][2360/3757] lr: 1.000e-02, eta: 1 day, 23:49:22, time: 0.258, data_time: 0.004, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4641, loss: 2.4641, grad_norm: 3.9949 2021-01-29 09:50:38,885 - mmaction - INFO - Epoch [13][2380/3757] lr: 1.000e-02, eta: 1 day, 23:48:36, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6617, loss_cls: 2.5463, loss: 2.5463, grad_norm: 4.1614 2021-01-29 09:50:45,473 - mmaction - INFO - Epoch [13][2400/3757] lr: 1.000e-02, eta: 1 day, 23:47:58, time: 0.330, data_time: 0.003, memory: 3385, top1_acc: 0.4508, top5_acc: 0.6820, loss_cls: 2.4679, loss: 2.4679, grad_norm: 3.9666 2021-01-29 09:50:51,307 - mmaction - INFO - Epoch [13][2420/3757] lr: 1.000e-02, eta: 1 day, 23:47:16, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7023, loss_cls: 2.4140, loss: 2.4140, grad_norm: 4.0093 2021-01-29 09:50:56,546 - mmaction - INFO - Epoch [13][2440/3757] lr: 1.000e-02, eta: 1 day, 23:46:29, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.4367, loss: 2.4367, grad_norm: 4.0153 2021-01-29 09:51:02,077 - mmaction - INFO - Epoch [13][2460/3757] lr: 1.000e-02, eta: 1 day, 23:45:44, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6789, loss_cls: 2.4692, loss: 2.4692, grad_norm: 4.0004 2021-01-29 09:51:07,672 - mmaction - INFO - Epoch [13][2480/3757] lr: 1.000e-02, eta: 1 day, 23:45:00, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.5824, loss: 2.5824, grad_norm: 4.0503 2021-01-29 09:51:13,236 - mmaction - INFO - Epoch [13][2500/3757] lr: 1.000e-02, eta: 1 day, 23:44:16, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.7039, loss_cls: 2.4671, loss: 2.4671, grad_norm: 4.1692 2021-01-29 09:51:19,177 - mmaction - INFO - Epoch [13][2520/3757] lr: 1.000e-02, eta: 1 day, 23:43:34, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6719, loss_cls: 2.5341, loss: 2.5341, grad_norm: 4.0092 2021-01-29 09:51:24,594 - mmaction - INFO - Epoch [13][2540/3757] lr: 1.000e-02, eta: 1 day, 23:42:49, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6977, loss_cls: 2.3868, loss: 2.3868, grad_norm: 4.2425 2021-01-29 09:51:30,180 - mmaction - INFO - Epoch [13][2560/3757] lr: 1.000e-02, eta: 1 day, 23:42:05, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7094, loss_cls: 2.3630, loss: 2.3630, grad_norm: 4.0145 2021-01-29 09:51:36,102 - mmaction - INFO - Epoch [13][2580/3757] lr: 1.000e-02, eta: 1 day, 23:41:23, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4344, top5_acc: 0.7008, loss_cls: 2.4282, loss: 2.4282, grad_norm: 4.1894 2021-01-29 09:51:41,464 - mmaction - INFO - Epoch [13][2600/3757] lr: 1.000e-02, eta: 1 day, 23:40:37, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6930, loss_cls: 2.5474, loss: 2.5474, grad_norm: 4.0219 2021-01-29 09:51:46,865 - mmaction - INFO - Epoch [13][2620/3757] lr: 1.000e-02, eta: 1 day, 23:39:52, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6961, loss_cls: 2.4929, loss: 2.4929, grad_norm: 4.3360 2021-01-29 09:51:52,853 - mmaction - INFO - Epoch [13][2640/3757] lr: 1.000e-02, eta: 1 day, 23:39:11, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6773, loss_cls: 2.4714, loss: 2.4714, grad_norm: 4.0955 2021-01-29 09:51:58,276 - mmaction - INFO - Epoch [13][2660/3757] lr: 1.000e-02, eta: 1 day, 23:38:26, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6742, loss_cls: 2.5330, loss: 2.5330, grad_norm: 4.1448 2021-01-29 09:52:03,704 - mmaction - INFO - Epoch [13][2680/3757] lr: 1.000e-02, eta: 1 day, 23:37:41, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6727, loss_cls: 2.5118, loss: 2.5118, grad_norm: 3.9851 2021-01-29 09:52:09,697 - mmaction - INFO - Epoch [13][2700/3757] lr: 1.000e-02, eta: 1 day, 23:36:59, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6984, loss_cls: 2.4537, loss: 2.4537, grad_norm: 4.1160 2021-01-29 09:52:15,194 - mmaction - INFO - Epoch [13][2720/3757] lr: 1.000e-02, eta: 1 day, 23:36:15, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6703, loss_cls: 2.6264, loss: 2.6264, grad_norm: 3.8747 2021-01-29 09:52:20,785 - mmaction - INFO - Epoch [13][2740/3757] lr: 1.000e-02, eta: 1 day, 23:35:31, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.4688, top5_acc: 0.6984, loss_cls: 2.4027, loss: 2.4027, grad_norm: 3.8939 2021-01-29 09:52:26,059 - mmaction - INFO - Epoch [13][2760/3757] lr: 1.000e-02, eta: 1 day, 23:34:45, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6898, loss_cls: 2.4920, loss: 2.4920, grad_norm: 3.9831 2021-01-29 09:52:31,786 - mmaction - INFO - Epoch [13][2780/3757] lr: 1.000e-02, eta: 1 day, 23:34:03, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6617, loss_cls: 2.5649, loss: 2.5649, grad_norm: 4.1107 2021-01-29 09:52:37,840 - mmaction - INFO - Epoch [13][2800/3757] lr: 1.000e-02, eta: 1 day, 23:33:22, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6859, loss_cls: 2.4869, loss: 2.4869, grad_norm: 4.1613 2021-01-29 09:52:43,194 - mmaction - INFO - Epoch [13][2820/3757] lr: 1.000e-02, eta: 1 day, 23:32:37, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4117, top5_acc: 0.6594, loss_cls: 2.5999, loss: 2.5999, grad_norm: 3.9821 2021-01-29 09:52:48,502 - mmaction - INFO - Epoch [13][2840/3757] lr: 1.000e-02, eta: 1 day, 23:31:51, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7164, loss_cls: 2.3645, loss: 2.3645, grad_norm: 4.0426 2021-01-29 09:52:54,193 - mmaction - INFO - Epoch [13][2860/3757] lr: 1.000e-02, eta: 1 day, 23:31:08, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.5010, loss: 2.5010, grad_norm: 4.0891 2021-01-29 09:53:00,131 - mmaction - INFO - Epoch [13][2880/3757] lr: 1.000e-02, eta: 1 day, 23:30:27, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6883, loss_cls: 2.4295, loss: 2.4295, grad_norm: 4.0442 2021-01-29 09:53:06,249 - mmaction - INFO - Epoch [13][2900/3757] lr: 1.000e-02, eta: 1 day, 23:29:47, time: 0.306, data_time: 0.004, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6969, loss_cls: 2.4186, loss: 2.4186, grad_norm: 3.8245 2021-01-29 09:53:11,882 - mmaction - INFO - Epoch [13][2920/3757] lr: 1.000e-02, eta: 1 day, 23:29:04, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4391, top5_acc: 0.7008, loss_cls: 2.4537, loss: 2.4537, grad_norm: 4.1551 2021-01-29 09:53:17,574 - mmaction - INFO - Epoch [13][2940/3757] lr: 1.000e-02, eta: 1 day, 23:28:21, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7063, loss_cls: 2.3849, loss: 2.3849, grad_norm: 4.1065 2021-01-29 09:53:22,639 - mmaction - INFO - Epoch [13][2960/3757] lr: 1.000e-02, eta: 1 day, 23:27:34, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6937, loss_cls: 2.4265, loss: 2.4265, grad_norm: 4.1784 2021-01-29 09:53:28,081 - mmaction - INFO - Epoch [13][2980/3757] lr: 1.000e-02, eta: 1 day, 23:26:50, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6859, loss_cls: 2.4960, loss: 2.4960, grad_norm: 4.1565 2021-01-29 09:53:33,972 - mmaction - INFO - Epoch [13][3000/3757] lr: 1.000e-02, eta: 1 day, 23:26:08, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6922, loss_cls: 2.4781, loss: 2.4781, grad_norm: 4.1113 2021-01-29 09:53:39,416 - mmaction - INFO - Epoch [13][3020/3757] lr: 1.000e-02, eta: 1 day, 23:25:24, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6641, loss_cls: 2.5920, loss: 2.5920, grad_norm: 4.1865 2021-01-29 09:53:44,707 - mmaction - INFO - Epoch [13][3040/3757] lr: 1.000e-02, eta: 1 day, 23:24:39, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.4674, loss: 2.4674, grad_norm: 4.0544 2021-01-29 09:53:50,534 - mmaction - INFO - Epoch [13][3060/3757] lr: 1.000e-02, eta: 1 day, 23:23:57, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6961, loss_cls: 2.4230, loss: 2.4230, grad_norm: 4.0851 2021-01-29 09:53:56,106 - mmaction - INFO - Epoch [13][3080/3757] lr: 1.000e-02, eta: 1 day, 23:23:14, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4477, top5_acc: 0.6977, loss_cls: 2.4503, loss: 2.4503, grad_norm: 4.2189 2021-01-29 09:54:02,396 - mmaction - INFO - Epoch [13][3100/3757] lr: 1.000e-02, eta: 1 day, 23:22:35, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4227, top5_acc: 0.6789, loss_cls: 2.5098, loss: 2.5098, grad_norm: 4.1469 2021-01-29 09:54:08,502 - mmaction - INFO - Epoch [13][3120/3757] lr: 1.000e-02, eta: 1 day, 23:21:55, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.4716, loss: 2.4716, grad_norm: 3.9994 2021-01-29 09:54:13,595 - mmaction - INFO - Epoch [13][3140/3757] lr: 1.000e-02, eta: 1 day, 23:21:09, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6961, loss_cls: 2.4148, loss: 2.4148, grad_norm: 4.0959 2021-01-29 09:54:19,357 - mmaction - INFO - Epoch [13][3160/3757] lr: 1.000e-02, eta: 1 day, 23:20:27, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.6797, loss_cls: 2.4718, loss: 2.4718, grad_norm: 3.9449 2021-01-29 09:54:25,040 - mmaction - INFO - Epoch [13][3180/3757] lr: 1.000e-02, eta: 1 day, 23:19:44, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7094, loss_cls: 2.3789, loss: 2.3789, grad_norm: 4.0508 2021-01-29 09:54:30,613 - mmaction - INFO - Epoch [13][3200/3757] lr: 1.000e-02, eta: 1 day, 23:19:01, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6930, loss_cls: 2.4889, loss: 2.4889, grad_norm: 4.2316 2021-01-29 09:54:36,362 - mmaction - INFO - Epoch [13][3220/3757] lr: 1.000e-02, eta: 1 day, 23:18:19, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6898, loss_cls: 2.4660, loss: 2.4660, grad_norm: 4.0096 2021-01-29 09:54:41,675 - mmaction - INFO - Epoch [13][3240/3757] lr: 1.000e-02, eta: 1 day, 23:17:34, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6664, loss_cls: 2.5786, loss: 2.5786, grad_norm: 4.2232 2021-01-29 09:54:47,754 - mmaction - INFO - Epoch [13][3260/3757] lr: 1.000e-02, eta: 1 day, 23:16:55, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7055, loss_cls: 2.3628, loss: 2.3628, grad_norm: 4.1884 2021-01-29 09:54:52,998 - mmaction - INFO - Epoch [13][3280/3757] lr: 1.000e-02, eta: 1 day, 23:16:09, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6859, loss_cls: 2.4931, loss: 2.4931, grad_norm: 4.0602 2021-01-29 09:54:58,895 - mmaction - INFO - Epoch [13][3300/3757] lr: 1.000e-02, eta: 1 day, 23:15:29, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7039, loss_cls: 2.3982, loss: 2.3982, grad_norm: 4.1931 2021-01-29 09:55:04,314 - mmaction - INFO - Epoch [13][3320/3757] lr: 1.000e-02, eta: 1 day, 23:14:45, time: 0.272, data_time: 0.003, memory: 3385, top1_acc: 0.4164, top5_acc: 0.6852, loss_cls: 2.4770, loss: 2.4770, grad_norm: 4.0757 2021-01-29 09:55:10,266 - mmaction - INFO - Epoch [13][3340/3757] lr: 1.000e-02, eta: 1 day, 23:14:04, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6820, loss_cls: 2.5128, loss: 2.5128, grad_norm: 3.9926 2021-01-29 09:55:16,657 - mmaction - INFO - Epoch [13][3360/3757] lr: 1.000e-02, eta: 1 day, 23:13:27, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6883, loss_cls: 2.5526, loss: 2.5526, grad_norm: 4.2235 2021-01-29 09:55:22,133 - mmaction - INFO - Epoch [13][3380/3757] lr: 1.000e-02, eta: 1 day, 23:12:43, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7031, loss_cls: 2.4175, loss: 2.4175, grad_norm: 4.0150 2021-01-29 09:55:28,539 - mmaction - INFO - Epoch [13][3400/3757] lr: 1.000e-02, eta: 1 day, 23:12:06, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6836, loss_cls: 2.5167, loss: 2.5167, grad_norm: 4.1085 2021-01-29 09:55:33,633 - mmaction - INFO - Epoch [13][3420/3757] lr: 1.000e-02, eta: 1 day, 23:11:20, time: 0.255, data_time: 0.003, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6680, loss_cls: 2.5831, loss: 2.5831, grad_norm: 3.9864 2021-01-29 09:55:39,337 - mmaction - INFO - Epoch [13][3440/3757] lr: 1.000e-02, eta: 1 day, 23:10:38, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7016, loss_cls: 2.3637, loss: 2.3637, grad_norm: 4.1485 2021-01-29 09:55:44,842 - mmaction - INFO - Epoch [13][3460/3757] lr: 1.000e-02, eta: 1 day, 23:09:55, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6922, loss_cls: 2.4884, loss: 2.4884, grad_norm: 4.1336 2021-01-29 09:55:50,187 - mmaction - INFO - Epoch [13][3480/3757] lr: 1.000e-02, eta: 1 day, 23:09:10, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.6875, loss_cls: 2.4356, loss: 2.4356, grad_norm: 4.1014 2021-01-29 09:55:56,408 - mmaction - INFO - Epoch [13][3500/3757] lr: 1.000e-02, eta: 1 day, 23:08:32, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6773, loss_cls: 2.5066, loss: 2.5066, grad_norm: 4.0532 2021-01-29 09:56:01,683 - mmaction - INFO - Epoch [13][3520/3757] lr: 1.000e-02, eta: 1 day, 23:07:47, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6609, loss_cls: 2.5902, loss: 2.5902, grad_norm: 4.0185 2021-01-29 09:56:07,034 - mmaction - INFO - Epoch [13][3540/3757] lr: 1.000e-02, eta: 1 day, 23:07:03, time: 0.268, data_time: 0.003, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6727, loss_cls: 2.5199, loss: 2.5199, grad_norm: 4.1657 2021-01-29 09:56:12,403 - mmaction - INFO - Epoch [13][3560/3757] lr: 1.000e-02, eta: 1 day, 23:06:19, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6867, loss_cls: 2.4483, loss: 2.4483, grad_norm: 3.9739 2021-01-29 09:56:17,917 - mmaction - INFO - Epoch [13][3580/3757] lr: 1.000e-02, eta: 1 day, 23:05:36, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.7055, loss_cls: 2.4369, loss: 2.4369, grad_norm: 4.0862 2021-01-29 09:56:23,610 - mmaction - INFO - Epoch [13][3600/3757] lr: 1.000e-02, eta: 1 day, 23:04:54, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6813, loss_cls: 2.5096, loss: 2.5096, grad_norm: 4.1009 2021-01-29 09:56:29,353 - mmaction - INFO - Epoch [13][3620/3757] lr: 1.000e-02, eta: 1 day, 23:04:13, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6711, loss_cls: 2.5047, loss: 2.5047, grad_norm: 4.1196 2021-01-29 09:56:35,661 - mmaction - INFO - Epoch [13][3640/3757] lr: 1.000e-02, eta: 1 day, 23:03:35, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6820, loss_cls: 2.5089, loss: 2.5089, grad_norm: 3.9809 2021-01-29 09:56:40,811 - mmaction - INFO - Epoch [13][3660/3757] lr: 1.000e-02, eta: 1 day, 23:02:50, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.4570, top5_acc: 0.6977, loss_cls: 2.4292, loss: 2.4292, grad_norm: 4.2302 2021-01-29 09:56:45,977 - mmaction - INFO - Epoch [13][3680/3757] lr: 1.000e-02, eta: 1 day, 23:02:05, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7031, loss_cls: 2.4440, loss: 2.4440, grad_norm: 4.1788 2021-01-29 09:56:51,325 - mmaction - INFO - Epoch [13][3700/3757] lr: 1.000e-02, eta: 1 day, 23:01:21, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6945, loss_cls: 2.4822, loss: 2.4822, grad_norm: 4.1321 2021-01-29 09:56:57,265 - mmaction - INFO - Epoch [13][3720/3757] lr: 1.000e-02, eta: 1 day, 23:00:41, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6945, loss_cls: 2.4347, loss: 2.4347, grad_norm: 4.0666 2021-01-29 09:57:03,126 - mmaction - INFO - Epoch [13][3740/3757] lr: 1.000e-02, eta: 1 day, 23:00:00, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.7055, loss_cls: 2.4921, loss: 2.4921, grad_norm: 4.1784 2021-01-29 09:57:27,617 - mmaction - INFO - Saving checkpoint at 13 epochs 2021-01-29 10:12:21,568 - mmaction - INFO - Epoch [14][20/3757] lr: 1.000e-02, eta: 2 days, 0:37:10, time: 44.676, data_time: 44.159, memory: 3385, top1_acc: 0.4641, top5_acc: 0.6914, loss_cls: 2.4021, loss: 2.4021, grad_norm: 3.9259 2021-01-29 10:12:25,737 - mmaction - INFO - Epoch [14][40/3757] lr: 1.000e-02, eta: 2 days, 0:36:17, time: 0.220, data_time: 0.015, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6664, loss_cls: 2.5628, loss: 2.5628, grad_norm: 4.4935 2021-01-29 10:12:29,840 - mmaction - INFO - Epoch [14][60/3757] lr: 1.000e-02, eta: 2 days, 0:35:22, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6992, loss_cls: 2.4427, loss: 2.4427, grad_norm: 4.0215 2021-01-29 10:12:34,052 - mmaction - INFO - Epoch [14][80/3757] lr: 1.000e-02, eta: 2 days, 0:34:28, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6836, loss_cls: 2.4696, loss: 2.4696, grad_norm: 4.1125 2021-01-29 10:12:38,190 - mmaction - INFO - Epoch [14][100/3757] lr: 1.000e-02, eta: 2 days, 0:33:34, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6992, loss_cls: 2.4502, loss: 2.4502, grad_norm: 4.4046 2021-01-29 10:12:42,340 - mmaction - INFO - Epoch [14][120/3757] lr: 1.000e-02, eta: 2 days, 0:32:39, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.4020, loss: 2.4020, grad_norm: 4.0641 2021-01-29 10:12:46,553 - mmaction - INFO - Epoch [14][140/3757] lr: 1.000e-02, eta: 2 days, 0:31:45, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7195, loss_cls: 2.3296, loss: 2.3296, grad_norm: 4.1839 2021-01-29 10:12:50,763 - mmaction - INFO - Epoch [14][160/3757] lr: 1.000e-02, eta: 2 days, 0:30:52, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6953, loss_cls: 2.5016, loss: 2.5016, grad_norm: 4.2488 2021-01-29 10:12:54,935 - mmaction - INFO - Epoch [14][180/3757] lr: 1.000e-02, eta: 2 days, 0:29:57, time: 0.208, data_time: 0.003, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6984, loss_cls: 2.4854, loss: 2.4854, grad_norm: 4.1402 2021-01-29 10:12:59,147 - mmaction - INFO - Epoch [14][200/3757] lr: 1.000e-02, eta: 2 days, 0:29:04, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.6844, loss_cls: 2.4238, loss: 2.4238, grad_norm: 3.9651 2021-01-29 10:13:03,317 - mmaction - INFO - Epoch [14][220/3757] lr: 1.000e-02, eta: 2 days, 0:28:09, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6930, loss_cls: 2.4083, loss: 2.4083, grad_norm: 4.0676 2021-01-29 10:13:07,525 - mmaction - INFO - Epoch [14][240/3757] lr: 1.000e-02, eta: 2 days, 0:27:16, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7164, loss_cls: 2.3282, loss: 2.3282, grad_norm: 4.0075 2021-01-29 10:13:11,708 - mmaction - INFO - Epoch [14][260/3757] lr: 1.000e-02, eta: 2 days, 0:26:22, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6937, loss_cls: 2.4281, loss: 2.4281, grad_norm: 4.2269 2021-01-29 10:13:15,867 - mmaction - INFO - Epoch [14][280/3757] lr: 1.000e-02, eta: 2 days, 0:25:28, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7172, loss_cls: 2.4035, loss: 2.4035, grad_norm: 4.1431 2021-01-29 10:13:20,284 - mmaction - INFO - Epoch [14][300/3757] lr: 1.000e-02, eta: 2 days, 0:24:35, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.4090, loss: 2.4090, grad_norm: 4.0816 2021-01-29 10:13:24,541 - mmaction - INFO - Epoch [14][320/3757] lr: 1.000e-02, eta: 2 days, 0:23:42, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6500, loss_cls: 2.6148, loss: 2.6148, grad_norm: 4.0379 2021-01-29 10:13:28,999 - mmaction - INFO - Epoch [14][340/3757] lr: 1.000e-02, eta: 2 days, 0:22:50, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6906, loss_cls: 2.3925, loss: 2.3925, grad_norm: 4.0403 2021-01-29 10:13:33,169 - mmaction - INFO - Epoch [14][360/3757] lr: 1.000e-02, eta: 2 days, 0:21:56, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7078, loss_cls: 2.4066, loss: 2.4066, grad_norm: 4.2865 2021-01-29 10:13:37,637 - mmaction - INFO - Epoch [14][380/3757] lr: 1.000e-02, eta: 2 days, 0:21:05, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.5017, loss: 2.5017, grad_norm: 4.1130 2021-01-29 10:13:41,933 - mmaction - INFO - Epoch [14][400/3757] lr: 1.000e-02, eta: 2 days, 0:20:12, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6937, loss_cls: 2.4206, loss: 2.4206, grad_norm: 4.1270 2021-01-29 10:13:46,104 - mmaction - INFO - Epoch [14][420/3757] lr: 1.000e-02, eta: 2 days, 0:19:18, time: 0.208, data_time: 0.000, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6922, loss_cls: 2.4014, loss: 2.4014, grad_norm: 4.1371 2021-01-29 10:13:50,540 - mmaction - INFO - Epoch [14][440/3757] lr: 1.000e-02, eta: 2 days, 0:18:26, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.4570, top5_acc: 0.6898, loss_cls: 2.4062, loss: 2.4062, grad_norm: 4.1152 2021-01-29 10:13:54,870 - mmaction - INFO - Epoch [14][460/3757] lr: 1.000e-02, eta: 2 days, 0:17:34, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3712, loss: 2.3712, grad_norm: 4.0118 2021-01-29 10:13:59,368 - mmaction - INFO - Epoch [14][480/3757] lr: 1.000e-02, eta: 2 days, 0:16:42, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.4422, top5_acc: 0.7117, loss_cls: 2.3602, loss: 2.3602, grad_norm: 4.2264 2021-01-29 10:14:03,709 - mmaction - INFO - Epoch [14][500/3757] lr: 1.000e-02, eta: 2 days, 0:15:50, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7164, loss_cls: 2.3433, loss: 2.3433, grad_norm: 4.1462 2021-01-29 10:14:08,187 - mmaction - INFO - Epoch [14][520/3757] lr: 1.000e-02, eta: 2 days, 0:14:59, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7156, loss_cls: 2.3658, loss: 2.3658, grad_norm: 6.3147 2021-01-29 10:14:12,613 - mmaction - INFO - Epoch [14][540/3757] lr: 1.000e-02, eta: 2 days, 0:14:07, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6781, loss_cls: 2.4795, loss: 2.4795, grad_norm: 4.3322 2021-01-29 10:14:17,650 - mmaction - INFO - Epoch [14][560/3757] lr: 1.000e-02, eta: 2 days, 0:13:19, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.6984, loss_cls: 2.4489, loss: 2.4489, grad_norm: 4.2216 2021-01-29 10:14:22,399 - mmaction - INFO - Epoch [14][580/3757] lr: 1.000e-02, eta: 2 days, 0:12:30, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.4885, loss: 2.4885, grad_norm: 4.1112 2021-01-29 10:14:26,933 - mmaction - INFO - Epoch [14][600/3757] lr: 1.000e-02, eta: 2 days, 0:11:39, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6914, loss_cls: 2.4792, loss: 2.4792, grad_norm: 4.0504 2021-01-29 10:14:32,117 - mmaction - INFO - Epoch [14][620/3757] lr: 1.000e-02, eta: 2 days, 0:10:52, time: 0.260, data_time: 0.003, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7039, loss_cls: 2.3380, loss: 2.3380, grad_norm: 3.8905 2021-01-29 10:14:36,726 - mmaction - INFO - Epoch [14][640/3757] lr: 1.000e-02, eta: 2 days, 0:10:02, time: 0.230, data_time: 0.002, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6773, loss_cls: 2.5035, loss: 2.5035, grad_norm: 4.0453 2021-01-29 10:14:41,333 - mmaction - INFO - Epoch [14][660/3757] lr: 1.000e-02, eta: 2 days, 0:09:11, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7227, loss_cls: 2.3610, loss: 2.3610, grad_norm: 4.1885 2021-01-29 10:14:46,306 - mmaction - INFO - Epoch [14][680/3757] lr: 1.000e-02, eta: 2 days, 0:08:24, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6984, loss_cls: 2.3977, loss: 2.3977, grad_norm: 3.9940 2021-01-29 10:14:51,385 - mmaction - INFO - Epoch [14][700/3757] lr: 1.000e-02, eta: 2 days, 0:07:36, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.5122, loss: 2.5122, grad_norm: 4.1358 2021-01-29 10:14:56,646 - mmaction - INFO - Epoch [14][720/3757] lr: 1.000e-02, eta: 2 days, 0:06:50, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.4383, top5_acc: 0.7000, loss_cls: 2.3907, loss: 2.3907, grad_norm: 4.0583 2021-01-29 10:15:01,855 - mmaction - INFO - Epoch [14][740/3757] lr: 1.000e-02, eta: 2 days, 0:06:04, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7117, loss_cls: 2.3663, loss: 2.3663, grad_norm: 3.9907 2021-01-29 10:15:06,915 - mmaction - INFO - Epoch [14][760/3757] lr: 1.000e-02, eta: 2 days, 0:05:17, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7133, loss_cls: 2.3517, loss: 2.3517, grad_norm: 4.2702 2021-01-29 10:15:11,832 - mmaction - INFO - Epoch [14][780/3757] lr: 1.000e-02, eta: 2 days, 0:04:29, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.6945, loss_cls: 2.4184, loss: 2.4184, grad_norm: 4.0956 2021-01-29 10:15:17,264 - mmaction - INFO - Epoch [14][800/3757] lr: 1.000e-02, eta: 2 days, 0:03:44, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4367, top5_acc: 0.7164, loss_cls: 2.3948, loss: 2.3948, grad_norm: 4.2637 2021-01-29 10:15:22,326 - mmaction - INFO - Epoch [14][820/3757] lr: 1.000e-02, eta: 2 days, 0:02:57, time: 0.254, data_time: 0.004, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7031, loss_cls: 2.4092, loss: 2.4092, grad_norm: 3.9397 2021-01-29 10:15:27,505 - mmaction - INFO - Epoch [14][840/3757] lr: 1.000e-02, eta: 2 days, 0:02:11, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7078, loss_cls: 2.3599, loss: 2.3599, grad_norm: 3.9575 2021-01-29 10:15:32,675 - mmaction - INFO - Epoch [14][860/3757] lr: 1.000e-02, eta: 2 days, 0:01:25, time: 0.260, data_time: 0.003, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7070, loss_cls: 2.4106, loss: 2.4106, grad_norm: 4.0946 2021-01-29 10:15:37,541 - mmaction - INFO - Epoch [14][880/3757] lr: 1.000e-02, eta: 2 days, 0:00:36, time: 0.243, data_time: 0.002, memory: 3385, top1_acc: 0.4227, top5_acc: 0.6766, loss_cls: 2.5430, loss: 2.5430, grad_norm: 4.2149 2021-01-29 10:15:42,926 - mmaction - INFO - Epoch [14][900/3757] lr: 1.000e-02, eta: 1 day, 23:59:52, time: 0.269, data_time: 0.003, memory: 3385, top1_acc: 0.4453, top5_acc: 0.6891, loss_cls: 2.4726, loss: 2.4726, grad_norm: 4.0284 2021-01-29 10:15:48,560 - mmaction - INFO - Epoch [14][920/3757] lr: 1.000e-02, eta: 1 day, 23:59:08, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.2902, loss: 2.2902, grad_norm: 4.0541 2021-01-29 10:15:53,889 - mmaction - INFO - Epoch [14][940/3757] lr: 1.000e-02, eta: 1 day, 23:58:23, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.6937, loss_cls: 2.4261, loss: 2.4261, grad_norm: 4.0262 2021-01-29 10:15:58,559 - mmaction - INFO - Epoch [14][960/3757] lr: 1.000e-02, eta: 1 day, 23:57:34, time: 0.233, data_time: 0.000, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6875, loss_cls: 2.5107, loss: 2.5107, grad_norm: 4.1213 2021-01-29 10:16:03,864 - mmaction - INFO - Epoch [14][980/3757] lr: 1.000e-02, eta: 1 day, 23:56:49, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4545, loss: 2.4545, grad_norm: 4.1794 2021-01-29 10:16:09,325 - mmaction - INFO - Epoch [14][1000/3757] lr: 1.000e-02, eta: 1 day, 23:56:05, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6891, loss_cls: 2.4137, loss: 2.4137, grad_norm: 4.1051 2021-01-29 10:16:14,375 - mmaction - INFO - Epoch [14][1020/3757] lr: 1.000e-02, eta: 1 day, 23:55:18, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.4173, loss: 2.4173, grad_norm: 4.1283 2021-01-29 10:16:19,750 - mmaction - INFO - Epoch [14][1040/3757] lr: 1.000e-02, eta: 1 day, 23:54:33, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6930, loss_cls: 2.3990, loss: 2.3990, grad_norm: 4.1010 2021-01-29 10:16:25,323 - mmaction - INFO - Epoch [14][1060/3757] lr: 1.000e-02, eta: 1 day, 23:53:50, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6953, loss_cls: 2.4841, loss: 2.4841, grad_norm: 3.9719 2021-01-29 10:16:30,740 - mmaction - INFO - Epoch [14][1080/3757] lr: 1.000e-02, eta: 1 day, 23:53:06, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.3951, loss: 2.3951, grad_norm: 4.0265 2021-01-29 10:16:35,855 - mmaction - INFO - Epoch [14][1100/3757] lr: 1.000e-02, eta: 1 day, 23:52:19, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6898, loss_cls: 2.4828, loss: 2.4828, grad_norm: 4.1270 2021-01-29 10:16:41,083 - mmaction - INFO - Epoch [14][1120/3757] lr: 1.000e-02, eta: 1 day, 23:51:34, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4477, top5_acc: 0.7031, loss_cls: 2.4447, loss: 2.4447, grad_norm: 4.0151 2021-01-29 10:16:46,372 - mmaction - INFO - Epoch [14][1140/3757] lr: 1.000e-02, eta: 1 day, 23:50:49, time: 0.264, data_time: 0.004, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6773, loss_cls: 2.5091, loss: 2.5091, grad_norm: 4.1482 2021-01-29 10:16:51,341 - mmaction - INFO - Epoch [14][1160/3757] lr: 1.000e-02, eta: 1 day, 23:50:02, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6656, loss_cls: 2.5665, loss: 2.5665, grad_norm: 4.1034 2021-01-29 10:16:56,777 - mmaction - INFO - Epoch [14][1180/3757] lr: 1.000e-02, eta: 1 day, 23:49:18, time: 0.272, data_time: 0.004, memory: 3385, top1_acc: 0.4227, top5_acc: 0.6937, loss_cls: 2.4728, loss: 2.4728, grad_norm: 4.1005 2021-01-29 10:17:02,246 - mmaction - INFO - Epoch [14][1200/3757] lr: 1.000e-02, eta: 1 day, 23:48:34, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7234, loss_cls: 2.2631, loss: 2.2631, grad_norm: 4.0546 2021-01-29 10:17:08,319 - mmaction - INFO - Epoch [14][1220/3757] lr: 1.000e-02, eta: 1 day, 23:47:54, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4477, top5_acc: 0.6883, loss_cls: 2.4364, loss: 2.4364, grad_norm: 4.0237 2021-01-29 10:17:14,027 - mmaction - INFO - Epoch [14][1240/3757] lr: 1.000e-02, eta: 1 day, 23:47:12, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.4622, loss: 2.4622, grad_norm: 3.8927 2021-01-29 10:17:18,996 - mmaction - INFO - Epoch [14][1260/3757] lr: 1.000e-02, eta: 1 day, 23:46:25, time: 0.248, data_time: 0.003, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7289, loss_cls: 2.3226, loss: 2.3226, grad_norm: 4.1615 2021-01-29 10:17:24,199 - mmaction - INFO - Epoch [14][1280/3757] lr: 1.000e-02, eta: 1 day, 23:45:40, time: 0.260, data_time: 0.003, memory: 3385, top1_acc: 0.4508, top5_acc: 0.6937, loss_cls: 2.4370, loss: 2.4370, grad_norm: 4.1173 2021-01-29 10:17:29,971 - mmaction - INFO - Epoch [14][1300/3757] lr: 1.000e-02, eta: 1 day, 23:44:58, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.4297, top5_acc: 0.7031, loss_cls: 2.4746, loss: 2.4746, grad_norm: 4.0992 2021-01-29 10:17:35,593 - mmaction - INFO - Epoch [14][1320/3757] lr: 1.000e-02, eta: 1 day, 23:44:15, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4383, top5_acc: 0.7031, loss_cls: 2.3611, loss: 2.3611, grad_norm: 4.0730 2021-01-29 10:17:41,036 - mmaction - INFO - Epoch [14][1340/3757] lr: 1.000e-02, eta: 1 day, 23:43:31, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.3875, loss: 2.3875, grad_norm: 4.0837 2021-01-29 10:17:46,291 - mmaction - INFO - Epoch [14][1360/3757] lr: 1.000e-02, eta: 1 day, 23:42:47, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6766, loss_cls: 2.5318, loss: 2.5318, grad_norm: 4.1074 2021-01-29 10:17:51,701 - mmaction - INFO - Epoch [14][1380/3757] lr: 1.000e-02, eta: 1 day, 23:42:03, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3066, loss: 2.3066, grad_norm: 4.0274 2021-01-29 10:17:57,549 - mmaction - INFO - Epoch [14][1400/3757] lr: 1.000e-02, eta: 1 day, 23:41:22, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6852, loss_cls: 2.4865, loss: 2.4865, grad_norm: 4.0568 2021-01-29 10:18:03,370 - mmaction - INFO - Epoch [14][1420/3757] lr: 1.000e-02, eta: 1 day, 23:40:40, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6813, loss_cls: 2.4811, loss: 2.4811, grad_norm: 4.1736 2021-01-29 10:18:09,335 - mmaction - INFO - Epoch [14][1440/3757] lr: 1.000e-02, eta: 1 day, 23:40:00, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6898, loss_cls: 2.4724, loss: 2.4724, grad_norm: 4.0020 2021-01-29 10:18:14,423 - mmaction - INFO - Epoch [14][1460/3757] lr: 1.000e-02, eta: 1 day, 23:39:14, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6992, loss_cls: 2.4275, loss: 2.4275, grad_norm: 4.0896 2021-01-29 10:18:20,730 - mmaction - INFO - Epoch [14][1480/3757] lr: 1.000e-02, eta: 1 day, 23:38:37, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.4766, loss: 2.4766, grad_norm: 4.1645 2021-01-29 10:18:26,427 - mmaction - INFO - Epoch [14][1500/3757] lr: 1.000e-02, eta: 1 day, 23:37:55, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7195, loss_cls: 2.2979, loss: 2.2979, grad_norm: 4.2239 2021-01-29 10:18:31,877 - mmaction - INFO - Epoch [14][1520/3757] lr: 1.000e-02, eta: 1 day, 23:37:11, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6922, loss_cls: 2.4246, loss: 2.4246, grad_norm: 4.0890 2021-01-29 10:18:37,298 - mmaction - INFO - Epoch [14][1540/3757] lr: 1.000e-02, eta: 1 day, 23:36:28, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6898, loss_cls: 2.4518, loss: 2.4518, grad_norm: 4.0389 2021-01-29 10:18:42,422 - mmaction - INFO - Epoch [14][1560/3757] lr: 1.000e-02, eta: 1 day, 23:35:42, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6930, loss_cls: 2.4302, loss: 2.4302, grad_norm: 4.0734 2021-01-29 10:18:47,844 - mmaction - INFO - Epoch [14][1580/3757] lr: 1.000e-02, eta: 1 day, 23:34:59, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3544, loss: 2.3544, grad_norm: 4.1180 2021-01-29 10:18:53,770 - mmaction - INFO - Epoch [14][1600/3757] lr: 1.000e-02, eta: 1 day, 23:34:18, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7148, loss_cls: 2.3100, loss: 2.3100, grad_norm: 4.2847 2021-01-29 10:18:59,476 - mmaction - INFO - Epoch [14][1620/3757] lr: 1.000e-02, eta: 1 day, 23:33:37, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4344, top5_acc: 0.7016, loss_cls: 2.4300, loss: 2.4300, grad_norm: 4.0915 2021-01-29 10:19:04,871 - mmaction - INFO - Epoch [14][1640/3757] lr: 1.000e-02, eta: 1 day, 23:32:53, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7016, loss_cls: 2.3689, loss: 2.3689, grad_norm: 4.2774 2021-01-29 10:19:10,650 - mmaction - INFO - Epoch [14][1660/3757] lr: 1.000e-02, eta: 1 day, 23:32:12, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.4477, top5_acc: 0.6969, loss_cls: 2.4211, loss: 2.4211, grad_norm: 4.1129 2021-01-29 10:19:15,490 - mmaction - INFO - Epoch [14][1680/3757] lr: 1.000e-02, eta: 1 day, 23:31:25, time: 0.242, data_time: 0.002, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6867, loss_cls: 2.4473, loss: 2.4473, grad_norm: 4.0936 2021-01-29 10:19:21,600 - mmaction - INFO - Epoch [14][1700/3757] lr: 1.000e-02, eta: 1 day, 23:30:46, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4570, top5_acc: 0.6937, loss_cls: 2.3932, loss: 2.3932, grad_norm: 4.0713 2021-01-29 10:19:26,679 - mmaction - INFO - Epoch [14][1720/3757] lr: 1.000e-02, eta: 1 day, 23:30:01, time: 0.254, data_time: 0.004, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6828, loss_cls: 2.5155, loss: 2.5155, grad_norm: 4.1338 2021-01-29 10:19:32,233 - mmaction - INFO - Epoch [14][1740/3757] lr: 1.000e-02, eta: 1 day, 23:29:18, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6820, loss_cls: 2.4775, loss: 2.4775, grad_norm: 4.0569 2021-01-29 10:19:37,553 - mmaction - INFO - Epoch [14][1760/3757] lr: 1.000e-02, eta: 1 day, 23:28:34, time: 0.265, data_time: 0.004, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6937, loss_cls: 2.4457, loss: 2.4457, grad_norm: 4.1377 2021-01-29 10:19:43,209 - mmaction - INFO - Epoch [14][1780/3757] lr: 1.000e-02, eta: 1 day, 23:27:52, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.4414, top5_acc: 0.7023, loss_cls: 2.4141, loss: 2.4141, grad_norm: 4.1787 2021-01-29 10:19:48,574 - mmaction - INFO - Epoch [14][1800/3757] lr: 1.000e-02, eta: 1 day, 23:27:09, time: 0.268, data_time: 0.004, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6859, loss_cls: 2.5373, loss: 2.5373, grad_norm: 4.2663 2021-01-29 10:19:54,378 - mmaction - INFO - Epoch [14][1820/3757] lr: 1.000e-02, eta: 1 day, 23:26:28, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.4328, top5_acc: 0.7047, loss_cls: 2.4258, loss: 2.4258, grad_norm: 4.1631 2021-01-29 10:20:00,456 - mmaction - INFO - Epoch [14][1840/3757] lr: 1.000e-02, eta: 1 day, 23:25:49, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.4040, loss: 2.4040, grad_norm: 4.1239 2021-01-29 10:20:05,683 - mmaction - INFO - Epoch [14][1860/3757] lr: 1.000e-02, eta: 1 day, 23:25:05, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7094, loss_cls: 2.3689, loss: 2.3689, grad_norm: 4.2203 2021-01-29 10:20:11,100 - mmaction - INFO - Epoch [14][1880/3757] lr: 1.000e-02, eta: 1 day, 23:24:22, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.6977, loss_cls: 2.3878, loss: 2.3878, grad_norm: 4.0350 2021-01-29 10:20:17,460 - mmaction - INFO - Epoch [14][1900/3757] lr: 1.000e-02, eta: 1 day, 23:23:45, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7195, loss_cls: 2.3055, loss: 2.3055, grad_norm: 4.4153 2021-01-29 10:20:22,802 - mmaction - INFO - Epoch [14][1920/3757] lr: 1.000e-02, eta: 1 day, 23:23:01, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6992, loss_cls: 2.4508, loss: 2.4508, grad_norm: 4.0877 2021-01-29 10:20:28,322 - mmaction - INFO - Epoch [14][1940/3757] lr: 1.000e-02, eta: 1 day, 23:22:19, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6953, loss_cls: 2.4152, loss: 2.4152, grad_norm: 4.8399 2021-01-29 10:20:33,617 - mmaction - INFO - Epoch [14][1960/3757] lr: 1.000e-02, eta: 1 day, 23:21:35, time: 0.265, data_time: 0.004, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6898, loss_cls: 2.4652, loss: 2.4652, grad_norm: 4.0882 2021-01-29 10:20:39,208 - mmaction - INFO - Epoch [14][1980/3757] lr: 1.000e-02, eta: 1 day, 23:20:53, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6859, loss_cls: 2.4798, loss: 2.4798, grad_norm: 4.1306 2021-01-29 10:20:44,297 - mmaction - INFO - Epoch [14][2000/3757] lr: 1.000e-02, eta: 1 day, 23:20:08, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6852, loss_cls: 2.4837, loss: 2.4837, grad_norm: 4.0495 2021-01-29 10:20:50,033 - mmaction - INFO - Epoch [14][2020/3757] lr: 1.000e-02, eta: 1 day, 23:19:27, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7203, loss_cls: 2.2565, loss: 2.2565, grad_norm: 3.9741 2021-01-29 10:20:55,485 - mmaction - INFO - Epoch [14][2040/3757] lr: 1.000e-02, eta: 1 day, 23:18:45, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4102, top5_acc: 0.6859, loss_cls: 2.5469, loss: 2.5469, grad_norm: 4.2162 2021-01-29 10:21:00,730 - mmaction - INFO - Epoch [14][2060/3757] lr: 1.000e-02, eta: 1 day, 23:18:01, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6664, loss_cls: 2.5209, loss: 2.5209, grad_norm: 4.0693 2021-01-29 10:21:06,443 - mmaction - INFO - Epoch [14][2080/3757] lr: 1.000e-02, eta: 1 day, 23:17:20, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6883, loss_cls: 2.4763, loss: 2.4763, grad_norm: 4.1094 2021-01-29 10:21:11,937 - mmaction - INFO - Epoch [14][2100/3757] lr: 1.000e-02, eta: 1 day, 23:16:38, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.7070, loss_cls: 2.4558, loss: 2.4558, grad_norm: 3.8920 2021-01-29 10:21:18,239 - mmaction - INFO - Epoch [14][2120/3757] lr: 1.000e-02, eta: 1 day, 23:16:00, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6742, loss_cls: 2.4868, loss: 2.4868, grad_norm: 4.0460 2021-01-29 10:21:23,667 - mmaction - INFO - Epoch [14][2140/3757] lr: 1.000e-02, eta: 1 day, 23:15:18, time: 0.271, data_time: 0.003, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6984, loss_cls: 2.4049, loss: 2.4049, grad_norm: 4.0057 2021-01-29 10:21:29,496 - mmaction - INFO - Epoch [14][2160/3757] lr: 1.000e-02, eta: 1 day, 23:14:38, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6898, loss_cls: 2.4570, loss: 2.4570, grad_norm: 3.9460 2021-01-29 10:21:34,920 - mmaction - INFO - Epoch [14][2180/3757] lr: 1.000e-02, eta: 1 day, 23:13:55, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6937, loss_cls: 2.4780, loss: 2.4780, grad_norm: 4.0511 2021-01-29 10:21:40,327 - mmaction - INFO - Epoch [14][2200/3757] lr: 1.000e-02, eta: 1 day, 23:13:12, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7055, loss_cls: 2.4000, loss: 2.4000, grad_norm: 4.1761 2021-01-29 10:21:45,723 - mmaction - INFO - Epoch [14][2220/3757] lr: 1.000e-02, eta: 1 day, 23:12:30, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6719, loss_cls: 2.5933, loss: 2.5933, grad_norm: 4.1607 2021-01-29 10:21:50,711 - mmaction - INFO - Epoch [14][2240/3757] lr: 1.000e-02, eta: 1 day, 23:11:44, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.4500, top5_acc: 0.7039, loss_cls: 2.3933, loss: 2.3933, grad_norm: 4.1431 2021-01-29 10:21:56,257 - mmaction - INFO - Epoch [14][2260/3757] lr: 1.000e-02, eta: 1 day, 23:11:03, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7078, loss_cls: 2.3482, loss: 2.3482, grad_norm: 3.9419 2021-01-29 10:22:02,036 - mmaction - INFO - Epoch [14][2280/3757] lr: 1.000e-02, eta: 1 day, 23:10:22, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.6781, loss_cls: 2.4392, loss: 2.4392, grad_norm: 4.0080 2021-01-29 10:22:07,032 - mmaction - INFO - Epoch [14][2300/3757] lr: 1.000e-02, eta: 1 day, 23:09:37, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7047, loss_cls: 2.3413, loss: 2.3413, grad_norm: 3.9552 2021-01-29 10:22:13,344 - mmaction - INFO - Epoch [14][2320/3757] lr: 1.000e-02, eta: 1 day, 23:09:00, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6922, loss_cls: 2.4685, loss: 2.4685, grad_norm: 4.1216 2021-01-29 10:22:18,568 - mmaction - INFO - Epoch [14][2340/3757] lr: 1.000e-02, eta: 1 day, 23:08:17, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6844, loss_cls: 2.4733, loss: 2.4733, grad_norm: 4.1353 2021-01-29 10:22:24,053 - mmaction - INFO - Epoch [14][2360/3757] lr: 1.000e-02, eta: 1 day, 23:07:35, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 2.4508, loss: 2.4508, grad_norm: 4.0916 2021-01-29 10:22:29,542 - mmaction - INFO - Epoch [14][2380/3757] lr: 1.000e-02, eta: 1 day, 23:06:53, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6867, loss_cls: 2.5034, loss: 2.5034, grad_norm: 3.9547 2021-01-29 10:22:35,337 - mmaction - INFO - Epoch [14][2400/3757] lr: 1.000e-02, eta: 1 day, 23:06:13, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4539, top5_acc: 0.6844, loss_cls: 2.3985, loss: 2.3985, grad_norm: 4.1817 2021-01-29 10:22:40,629 - mmaction - INFO - Epoch [14][2420/3757] lr: 1.000e-02, eta: 1 day, 23:05:30, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6664, loss_cls: 2.5556, loss: 2.5556, grad_norm: 4.0471 2021-01-29 10:22:46,375 - mmaction - INFO - Epoch [14][2440/3757] lr: 1.000e-02, eta: 1 day, 23:04:50, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.4536, loss: 2.4536, grad_norm: 4.2163 2021-01-29 10:22:52,272 - mmaction - INFO - Epoch [14][2460/3757] lr: 1.000e-02, eta: 1 day, 23:04:10, time: 0.295, data_time: 0.005, memory: 3385, top1_acc: 0.4266, top5_acc: 0.6836, loss_cls: 2.5073, loss: 2.5073, grad_norm: 4.0105 2021-01-29 10:22:57,906 - mmaction - INFO - Epoch [14][2480/3757] lr: 1.000e-02, eta: 1 day, 23:03:29, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.4290, loss: 2.4290, grad_norm: 4.0288 2021-01-29 10:23:03,753 - mmaction - INFO - Epoch [14][2500/3757] lr: 1.000e-02, eta: 1 day, 23:02:50, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7008, loss_cls: 2.4463, loss: 2.4463, grad_norm: 4.2102 2021-01-29 10:23:09,483 - mmaction - INFO - Epoch [14][2520/3757] lr: 1.000e-02, eta: 1 day, 23:02:10, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4336, top5_acc: 0.7070, loss_cls: 2.4281, loss: 2.4281, grad_norm: 4.1618 2021-01-29 10:23:15,006 - mmaction - INFO - Epoch [14][2540/3757] lr: 1.000e-02, eta: 1 day, 23:01:28, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.6883, loss_cls: 2.4448, loss: 2.4448, grad_norm: 3.9379 2021-01-29 10:23:21,054 - mmaction - INFO - Epoch [14][2560/3757] lr: 1.000e-02, eta: 1 day, 23:00:50, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.7000, loss_cls: 2.3707, loss: 2.3707, grad_norm: 3.8836 2021-01-29 10:23:25,970 - mmaction - INFO - Epoch [14][2580/3757] lr: 1.000e-02, eta: 1 day, 23:00:05, time: 0.245, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6828, loss_cls: 2.4880, loss: 2.4880, grad_norm: 4.0172 2021-01-29 10:23:31,597 - mmaction - INFO - Epoch [14][2600/3757] lr: 1.000e-02, eta: 1 day, 22:59:24, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6984, loss_cls: 2.3757, loss: 2.3757, grad_norm: 4.0774 2021-01-29 10:23:37,325 - mmaction - INFO - Epoch [14][2620/3757] lr: 1.000e-02, eta: 1 day, 22:58:44, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6898, loss_cls: 2.4695, loss: 2.4695, grad_norm: 4.1175 2021-01-29 10:23:43,026 - mmaction - INFO - Epoch [14][2640/3757] lr: 1.000e-02, eta: 1 day, 22:58:04, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4477, top5_acc: 0.6992, loss_cls: 2.3939, loss: 2.3939, grad_norm: 4.0121 2021-01-29 10:23:48,912 - mmaction - INFO - Epoch [14][2660/3757] lr: 1.000e-02, eta: 1 day, 22:57:25, time: 0.294, data_time: 0.000, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7086, loss_cls: 2.4024, loss: 2.4024, grad_norm: 4.1189 2021-01-29 10:23:54,176 - mmaction - INFO - Epoch [14][2680/3757] lr: 1.000e-02, eta: 1 day, 22:56:42, time: 0.263, data_time: 0.003, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7273, loss_cls: 2.2977, loss: 2.2977, grad_norm: 4.1265 2021-01-29 10:24:00,536 - mmaction - INFO - Epoch [14][2700/3757] lr: 1.000e-02, eta: 1 day, 22:56:06, time: 0.319, data_time: 0.003, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6906, loss_cls: 2.4573, loss: 2.4573, grad_norm: 4.1495 2021-01-29 10:24:05,853 - mmaction - INFO - Epoch [14][2720/3757] lr: 1.000e-02, eta: 1 day, 22:55:23, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7086, loss_cls: 2.3922, loss: 2.3922, grad_norm: 4.0840 2021-01-29 10:24:11,551 - mmaction - INFO - Epoch [14][2740/3757] lr: 1.000e-02, eta: 1 day, 22:54:43, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.6953, loss_cls: 2.4263, loss: 2.4263, grad_norm: 4.0558 2021-01-29 10:24:16,742 - mmaction - INFO - Epoch [14][2760/3757] lr: 1.000e-02, eta: 1 day, 22:54:00, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6984, loss_cls: 2.4718, loss: 2.4718, grad_norm: 4.1272 2021-01-29 10:24:22,443 - mmaction - INFO - Epoch [14][2780/3757] lr: 1.000e-02, eta: 1 day, 22:53:20, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6937, loss_cls: 2.4735, loss: 2.4735, grad_norm: 3.9797 2021-01-29 10:24:27,744 - mmaction - INFO - Epoch [14][2800/3757] lr: 1.000e-02, eta: 1 day, 22:52:37, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6820, loss_cls: 2.5141, loss: 2.5141, grad_norm: 4.2103 2021-01-29 10:24:33,818 - mmaction - INFO - Epoch [14][2820/3757] lr: 1.000e-02, eta: 1 day, 22:52:00, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6922, loss_cls: 2.4239, loss: 2.4239, grad_norm: 3.9754 2021-01-29 10:24:39,385 - mmaction - INFO - Epoch [14][2840/3757] lr: 1.000e-02, eta: 1 day, 22:51:19, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4453, top5_acc: 0.6859, loss_cls: 2.4897, loss: 2.4897, grad_norm: 4.0933 2021-01-29 10:24:45,036 - mmaction - INFO - Epoch [14][2860/3757] lr: 1.000e-02, eta: 1 day, 22:50:39, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6984, loss_cls: 2.4391, loss: 2.4391, grad_norm: 4.0753 2021-01-29 10:24:50,240 - mmaction - INFO - Epoch [14][2880/3757] lr: 1.000e-02, eta: 1 day, 22:49:56, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6734, loss_cls: 2.5194, loss: 2.5194, grad_norm: 3.9608 2021-01-29 10:24:55,804 - mmaction - INFO - Epoch [14][2900/3757] lr: 1.000e-02, eta: 1 day, 22:49:15, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4366, loss: 2.4366, grad_norm: 4.1215 2021-01-29 10:25:01,531 - mmaction - INFO - Epoch [14][2920/3757] lr: 1.000e-02, eta: 1 day, 22:48:35, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6992, loss_cls: 2.4004, loss: 2.4004, grad_norm: 4.1738 2021-01-29 10:25:06,525 - mmaction - INFO - Epoch [14][2940/3757] lr: 1.000e-02, eta: 1 day, 22:47:51, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.6828, loss_cls: 2.4889, loss: 2.4889, grad_norm: 4.0921 2021-01-29 10:25:11,970 - mmaction - INFO - Epoch [14][2960/3757] lr: 1.000e-02, eta: 1 day, 22:47:10, time: 0.272, data_time: 0.004, memory: 3385, top1_acc: 0.4461, top5_acc: 0.7016, loss_cls: 2.4466, loss: 2.4466, grad_norm: 4.1193 2021-01-29 10:25:17,784 - mmaction - INFO - Epoch [14][2980/3757] lr: 1.000e-02, eta: 1 day, 22:46:31, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6891, loss_cls: 2.4910, loss: 2.4910, grad_norm: 4.0678 2021-01-29 10:25:23,303 - mmaction - INFO - Epoch [14][3000/3757] lr: 1.000e-02, eta: 1 day, 22:45:50, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6797, loss_cls: 2.5546, loss: 2.5546, grad_norm: 3.9816 2021-01-29 10:25:29,171 - mmaction - INFO - Epoch [14][3020/3757] lr: 1.000e-02, eta: 1 day, 22:45:11, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6586, loss_cls: 2.5318, loss: 2.5318, grad_norm: 3.9548 2021-01-29 10:25:35,230 - mmaction - INFO - Epoch [14][3040/3757] lr: 1.000e-02, eta: 1 day, 22:44:33, time: 0.303, data_time: 0.004, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6984, loss_cls: 2.4477, loss: 2.4477, grad_norm: 4.0166 2021-01-29 10:25:40,658 - mmaction - INFO - Epoch [14][3060/3757] lr: 1.000e-02, eta: 1 day, 22:43:52, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6805, loss_cls: 2.5068, loss: 2.5068, grad_norm: 3.9933 2021-01-29 10:25:46,802 - mmaction - INFO - Epoch [14][3080/3757] lr: 1.000e-02, eta: 1 day, 22:43:15, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6898, loss_cls: 2.4560, loss: 2.4560, grad_norm: 3.9914 2021-01-29 10:25:52,360 - mmaction - INFO - Epoch [14][3100/3757] lr: 1.000e-02, eta: 1 day, 22:42:35, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.7148, loss_cls: 2.4219, loss: 2.4219, grad_norm: 4.1640 2021-01-29 10:25:57,647 - mmaction - INFO - Epoch [14][3120/3757] lr: 1.000e-02, eta: 1 day, 22:41:53, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7281, loss_cls: 2.3104, loss: 2.3104, grad_norm: 4.0427 2021-01-29 10:26:03,035 - mmaction - INFO - Epoch [14][3140/3757] lr: 1.000e-02, eta: 1 day, 22:41:11, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.7055, loss_cls: 2.4024, loss: 2.4024, grad_norm: 4.1314 2021-01-29 10:26:09,015 - mmaction - INFO - Epoch [14][3160/3757] lr: 1.000e-02, eta: 1 day, 22:40:33, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6789, loss_cls: 2.5579, loss: 2.5579, grad_norm: 4.0600 2021-01-29 10:26:14,309 - mmaction - INFO - Epoch [14][3180/3757] lr: 1.000e-02, eta: 1 day, 22:39:51, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7156, loss_cls: 2.3307, loss: 2.3307, grad_norm: 3.9708 2021-01-29 10:26:19,712 - mmaction - INFO - Epoch [14][3200/3757] lr: 1.000e-02, eta: 1 day, 22:39:10, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6797, loss_cls: 2.4718, loss: 2.4718, grad_norm: 4.1080 2021-01-29 10:26:25,248 - mmaction - INFO - Epoch [14][3220/3757] lr: 1.000e-02, eta: 1 day, 22:38:29, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.4790, loss: 2.4790, grad_norm: 4.0387 2021-01-29 10:26:30,901 - mmaction - INFO - Epoch [14][3240/3757] lr: 1.000e-02, eta: 1 day, 22:37:50, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6875, loss_cls: 2.4671, loss: 2.4671, grad_norm: 3.9678 2021-01-29 10:26:36,317 - mmaction - INFO - Epoch [14][3260/3757] lr: 1.000e-02, eta: 1 day, 22:37:08, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6945, loss_cls: 2.5135, loss: 2.5135, grad_norm: 3.9978 2021-01-29 10:26:42,549 - mmaction - INFO - Epoch [14][3280/3757] lr: 1.000e-02, eta: 1 day, 22:36:32, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6852, loss_cls: 2.4860, loss: 2.4860, grad_norm: 3.9422 2021-01-29 10:26:47,813 - mmaction - INFO - Epoch [14][3300/3757] lr: 1.000e-02, eta: 1 day, 22:35:50, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7055, loss_cls: 2.4019, loss: 2.4019, grad_norm: 4.0453 2021-01-29 10:26:53,402 - mmaction - INFO - Epoch [14][3320/3757] lr: 1.000e-02, eta: 1 day, 22:35:10, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.4453, top5_acc: 0.6977, loss_cls: 2.4147, loss: 2.4147, grad_norm: 3.8237 2021-01-29 10:26:58,973 - mmaction - INFO - Epoch [14][3340/3757] lr: 1.000e-02, eta: 1 day, 22:34:30, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.3207, loss: 2.3207, grad_norm: 3.9762 2021-01-29 10:27:04,725 - mmaction - INFO - Epoch [14][3360/3757] lr: 1.000e-02, eta: 1 day, 22:33:51, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7039, loss_cls: 2.4103, loss: 2.4103, grad_norm: 4.0432 2021-01-29 10:27:10,381 - mmaction - INFO - Epoch [14][3380/3757] lr: 1.000e-02, eta: 1 day, 22:33:12, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6852, loss_cls: 2.5061, loss: 2.5061, grad_norm: 4.0238 2021-01-29 10:27:16,180 - mmaction - INFO - Epoch [14][3400/3757] lr: 1.000e-02, eta: 1 day, 22:32:33, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4751, loss: 2.4751, grad_norm: 4.0620 2021-01-29 10:27:22,126 - mmaction - INFO - Epoch [14][3420/3757] lr: 1.000e-02, eta: 1 day, 22:31:55, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.3848, loss: 2.3848, grad_norm: 3.9211 2021-01-29 10:27:27,313 - mmaction - INFO - Epoch [14][3440/3757] lr: 1.000e-02, eta: 1 day, 22:31:13, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4897, loss: 2.4897, grad_norm: 4.1390 2021-01-29 10:27:32,369 - mmaction - INFO - Epoch [14][3460/3757] lr: 1.000e-02, eta: 1 day, 22:30:30, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.4414, top5_acc: 0.7063, loss_cls: 2.4160, loss: 2.4160, grad_norm: 4.1728 2021-01-29 10:27:38,020 - mmaction - INFO - Epoch [14][3480/3757] lr: 1.000e-02, eta: 1 day, 22:29:51, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6805, loss_cls: 2.5182, loss: 2.5182, grad_norm: 4.0539 2021-01-29 10:27:43,808 - mmaction - INFO - Epoch [14][3500/3757] lr: 1.000e-02, eta: 1 day, 22:29:12, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4188, top5_acc: 0.6727, loss_cls: 2.5524, loss: 2.5524, grad_norm: 4.0626 2021-01-29 10:27:49,900 - mmaction - INFO - Epoch [14][3520/3757] lr: 1.000e-02, eta: 1 day, 22:28:35, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6969, loss_cls: 2.4180, loss: 2.4180, grad_norm: 3.8691 2021-01-29 10:27:55,420 - mmaction - INFO - Epoch [14][3540/3757] lr: 1.000e-02, eta: 1 day, 22:27:55, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4383, top5_acc: 0.7063, loss_cls: 2.4368, loss: 2.4368, grad_norm: 3.8921 2021-01-29 10:28:00,986 - mmaction - INFO - Epoch [14][3560/3757] lr: 1.000e-02, eta: 1 day, 22:27:15, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.3969, loss: 2.3969, grad_norm: 3.9205 2021-01-29 10:28:06,742 - mmaction - INFO - Epoch [14][3580/3757] lr: 1.000e-02, eta: 1 day, 22:26:37, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6992, loss_cls: 2.4186, loss: 2.4186, grad_norm: 4.0262 2021-01-29 10:28:12,383 - mmaction - INFO - Epoch [14][3600/3757] lr: 1.000e-02, eta: 1 day, 22:25:57, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6773, loss_cls: 2.5567, loss: 2.5567, grad_norm: 4.0289 2021-01-29 10:28:18,481 - mmaction - INFO - Epoch [14][3620/3757] lr: 1.000e-02, eta: 1 day, 22:25:21, time: 0.305, data_time: 0.000, memory: 3385, top1_acc: 0.4305, top5_acc: 0.7141, loss_cls: 2.3773, loss: 2.3773, grad_norm: 4.0556 2021-01-29 10:28:23,927 - mmaction - INFO - Epoch [14][3640/3757] lr: 1.000e-02, eta: 1 day, 22:24:40, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7109, loss_cls: 2.3414, loss: 2.3414, grad_norm: 3.9587 2021-01-29 10:28:30,100 - mmaction - INFO - Epoch [14][3660/3757] lr: 1.000e-02, eta: 1 day, 22:24:04, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6961, loss_cls: 2.4893, loss: 2.4893, grad_norm: 4.0789 2021-01-29 10:28:35,488 - mmaction - INFO - Epoch [14][3680/3757] lr: 1.000e-02, eta: 1 day, 22:23:24, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4803, loss: 2.4803, grad_norm: 4.0090 2021-01-29 10:28:40,884 - mmaction - INFO - Epoch [14][3700/3757] lr: 1.000e-02, eta: 1 day, 22:22:43, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.4968, loss: 2.4968, grad_norm: 3.9619 2021-01-29 10:28:47,044 - mmaction - INFO - Epoch [14][3720/3757] lr: 1.000e-02, eta: 1 day, 22:22:07, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6922, loss_cls: 2.4678, loss: 2.4678, grad_norm: 4.0617 2021-01-29 10:28:53,378 - mmaction - INFO - Epoch [14][3740/3757] lr: 1.000e-02, eta: 1 day, 22:21:32, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.4116, loss: 2.4116, grad_norm: 4.0848 2021-01-29 10:29:20,355 - mmaction - INFO - Saving checkpoint at 14 epochs 2021-01-29 10:44:42,565 - mmaction - INFO - Epoch [15][20/3757] lr: 1.000e-02, eta: 1 day, 23:53:33, time: 46.070, data_time: 45.524, memory: 3385, top1_acc: 0.4453, top5_acc: 0.6820, loss_cls: 2.4774, loss: 2.4774, grad_norm: 4.0067 2021-01-29 10:44:46,725 - mmaction - INFO - Epoch [15][40/3757] lr: 1.000e-02, eta: 1 day, 23:52:45, time: 0.226, data_time: 0.021, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6961, loss_cls: 2.4432, loss: 2.4432, grad_norm: 4.0198 2021-01-29 10:44:50,831 - mmaction - INFO - Epoch [15][60/3757] lr: 1.000e-02, eta: 1 day, 23:51:54, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7117, loss_cls: 2.3045, loss: 2.3045, grad_norm: 4.0976 2021-01-29 10:44:55,160 - mmaction - INFO - Epoch [15][80/3757] lr: 1.000e-02, eta: 1 day, 23:51:04, time: 0.216, data_time: 0.004, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6844, loss_cls: 2.4462, loss: 2.4462, grad_norm: 3.9219 2021-01-29 10:44:59,305 - mmaction - INFO - Epoch [15][100/3757] lr: 1.000e-02, eta: 1 day, 23:50:14, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7141, loss_cls: 2.3508, loss: 2.3508, grad_norm: 4.2519 2021-01-29 10:45:03,514 - mmaction - INFO - Epoch [15][120/3757] lr: 1.000e-02, eta: 1 day, 23:49:23, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6695, loss_cls: 2.5444, loss: 2.5444, grad_norm: 4.1709 2021-01-29 10:45:07,755 - mmaction - INFO - Epoch [15][140/3757] lr: 1.000e-02, eta: 1 day, 23:48:33, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7000, loss_cls: 2.3697, loss: 2.3697, grad_norm: 3.9776 2021-01-29 10:45:11,973 - mmaction - INFO - Epoch [15][160/3757] lr: 1.000e-02, eta: 1 day, 23:47:43, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6922, loss_cls: 2.4804, loss: 2.4804, grad_norm: 5.0202 2021-01-29 10:45:16,229 - mmaction - INFO - Epoch [15][180/3757] lr: 1.000e-02, eta: 1 day, 23:46:53, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.4594, top5_acc: 0.6984, loss_cls: 2.3774, loss: 2.3774, grad_norm: 4.3621 2021-01-29 10:45:20,400 - mmaction - INFO - Epoch [15][200/3757] lr: 1.000e-02, eta: 1 day, 23:46:03, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7000, loss_cls: 2.4093, loss: 2.4093, grad_norm: 4.1054 2021-01-29 10:45:24,608 - mmaction - INFO - Epoch [15][220/3757] lr: 1.000e-02, eta: 1 day, 23:45:13, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6883, loss_cls: 2.4344, loss: 2.4344, grad_norm: 3.9347 2021-01-29 10:45:28,856 - mmaction - INFO - Epoch [15][240/3757] lr: 1.000e-02, eta: 1 day, 23:44:23, time: 0.212, data_time: 0.005, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7117, loss_cls: 2.3699, loss: 2.3699, grad_norm: 4.1081 2021-01-29 10:45:32,978 - mmaction - INFO - Epoch [15][260/3757] lr: 1.000e-02, eta: 1 day, 23:43:33, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4234, top5_acc: 0.6836, loss_cls: 2.4545, loss: 2.4545, grad_norm: 4.2110 2021-01-29 10:45:37,247 - mmaction - INFO - Epoch [15][280/3757] lr: 1.000e-02, eta: 1 day, 23:42:43, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7336, loss_cls: 2.3049, loss: 2.3049, grad_norm: 4.0562 2021-01-29 10:45:41,422 - mmaction - INFO - Epoch [15][300/3757] lr: 1.000e-02, eta: 1 day, 23:41:53, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.4359, top5_acc: 0.7039, loss_cls: 2.4149, loss: 2.4149, grad_norm: 4.1005 2021-01-29 10:45:45,673 - mmaction - INFO - Epoch [15][320/3757] lr: 1.000e-02, eta: 1 day, 23:41:04, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.7180, loss_cls: 2.3191, loss: 2.3191, grad_norm: 4.1256 2021-01-29 10:45:49,989 - mmaction - INFO - Epoch [15][340/3757] lr: 1.000e-02, eta: 1 day, 23:40:14, time: 0.215, data_time: 0.003, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7156, loss_cls: 2.3013, loss: 2.3013, grad_norm: 4.1481 2021-01-29 10:45:54,339 - mmaction - INFO - Epoch [15][360/3757] lr: 1.000e-02, eta: 1 day, 23:39:26, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.3813, loss: 2.3813, grad_norm: 4.0479 2021-01-29 10:45:58,780 - mmaction - INFO - Epoch [15][380/3757] lr: 1.000e-02, eta: 1 day, 23:38:37, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7023, loss_cls: 2.3957, loss: 2.3957, grad_norm: 4.0901 2021-01-29 10:46:03,100 - mmaction - INFO - Epoch [15][400/3757] lr: 1.000e-02, eta: 1 day, 23:37:48, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.3541, loss: 2.3541, grad_norm: 4.0763 2021-01-29 10:46:07,529 - mmaction - INFO - Epoch [15][420/3757] lr: 1.000e-02, eta: 1 day, 23:37:00, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.6969, loss_cls: 2.4361, loss: 2.4361, grad_norm: 4.0500 2021-01-29 10:46:11,786 - mmaction - INFO - Epoch [15][440/3757] lr: 1.000e-02, eta: 1 day, 23:36:10, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7141, loss_cls: 2.3462, loss: 2.3462, grad_norm: 4.0622 2021-01-29 10:46:16,296 - mmaction - INFO - Epoch [15][460/3757] lr: 1.000e-02, eta: 1 day, 23:35:23, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6805, loss_cls: 2.4689, loss: 2.4689, grad_norm: 4.1091 2021-01-29 10:46:20,738 - mmaction - INFO - Epoch [15][480/3757] lr: 1.000e-02, eta: 1 day, 23:34:34, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.3640, loss: 2.3640, grad_norm: 4.0702 2021-01-29 10:46:25,086 - mmaction - INFO - Epoch [15][500/3757] lr: 1.000e-02, eta: 1 day, 23:33:46, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7063, loss_cls: 2.3649, loss: 2.3649, grad_norm: 4.0088 2021-01-29 10:46:29,978 - mmaction - INFO - Epoch [15][520/3757] lr: 1.000e-02, eta: 1 day, 23:33:00, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6984, loss_cls: 2.4575, loss: 2.4575, grad_norm: 4.0733 2021-01-29 10:46:34,384 - mmaction - INFO - Epoch [15][540/3757] lr: 1.000e-02, eta: 1 day, 23:32:12, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.7102, loss_cls: 2.4224, loss: 2.4224, grad_norm: 4.0001 2021-01-29 10:46:39,361 - mmaction - INFO - Epoch [15][560/3757] lr: 1.000e-02, eta: 1 day, 23:31:27, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7008, loss_cls: 2.3654, loss: 2.3654, grad_norm: 4.1233 2021-01-29 10:46:43,846 - mmaction - INFO - Epoch [15][580/3757] lr: 1.000e-02, eta: 1 day, 23:30:40, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6992, loss_cls: 2.4280, loss: 2.4280, grad_norm: 4.0408 2021-01-29 10:46:49,220 - mmaction - INFO - Epoch [15][600/3757] lr: 1.000e-02, eta: 1 day, 23:29:57, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7000, loss_cls: 2.3926, loss: 2.3926, grad_norm: 3.9630 2021-01-29 10:46:54,014 - mmaction - INFO - Epoch [15][620/3757] lr: 1.000e-02, eta: 1 day, 23:29:11, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4104, loss: 2.4104, grad_norm: 4.1029 2021-01-29 10:46:58,710 - mmaction - INFO - Epoch [15][640/3757] lr: 1.000e-02, eta: 1 day, 23:28:25, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7172, loss_cls: 2.3232, loss: 2.3232, grad_norm: 4.1369 2021-01-29 10:47:04,010 - mmaction - INFO - Epoch [15][660/3757] lr: 1.000e-02, eta: 1 day, 23:27:42, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7039, loss_cls: 2.4297, loss: 2.4297, grad_norm: 4.1135 2021-01-29 10:47:09,362 - mmaction - INFO - Epoch [15][680/3757] lr: 1.000e-02, eta: 1 day, 23:27:00, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.4508, top5_acc: 0.6961, loss_cls: 2.4381, loss: 2.4381, grad_norm: 3.9813 2021-01-29 10:47:14,176 - mmaction - INFO - Epoch [15][700/3757] lr: 1.000e-02, eta: 1 day, 23:26:14, time: 0.241, data_time: 0.002, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7031, loss_cls: 2.3791, loss: 2.3791, grad_norm: 4.0398 2021-01-29 10:47:19,593 - mmaction - INFO - Epoch [15][720/3757] lr: 1.000e-02, eta: 1 day, 23:25:32, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7094, loss_cls: 2.3338, loss: 2.3338, grad_norm: 4.0656 2021-01-29 10:47:24,702 - mmaction - INFO - Epoch [15][740/3757] lr: 1.000e-02, eta: 1 day, 23:24:49, time: 0.255, data_time: 0.004, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6914, loss_cls: 2.4683, loss: 2.4683, grad_norm: 4.0791 2021-01-29 10:47:29,589 - mmaction - INFO - Epoch [15][760/3757] lr: 1.000e-02, eta: 1 day, 23:24:04, time: 0.245, data_time: 0.002, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6883, loss_cls: 2.4266, loss: 2.4266, grad_norm: 4.0870 2021-01-29 10:47:35,125 - mmaction - INFO - Epoch [15][780/3757] lr: 1.000e-02, eta: 1 day, 23:23:23, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7086, loss_cls: 2.4209, loss: 2.4209, grad_norm: 4.0594 2021-01-29 10:47:40,070 - mmaction - INFO - Epoch [15][800/3757] lr: 1.000e-02, eta: 1 day, 23:22:38, time: 0.247, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7078, loss_cls: 2.3700, loss: 2.3700, grad_norm: 3.9365 2021-01-29 10:47:45,293 - mmaction - INFO - Epoch [15][820/3757] lr: 1.000e-02, eta: 1 day, 23:21:55, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.7070, loss_cls: 2.3807, loss: 2.3807, grad_norm: 4.0065 2021-01-29 10:47:50,973 - mmaction - INFO - Epoch [15][840/3757] lr: 1.000e-02, eta: 1 day, 23:21:15, time: 0.284, data_time: 0.005, memory: 3385, top1_acc: 0.4094, top5_acc: 0.6930, loss_cls: 2.5191, loss: 2.5191, grad_norm: 4.1886 2021-01-29 10:47:55,651 - mmaction - INFO - Epoch [15][860/3757] lr: 1.000e-02, eta: 1 day, 23:20:29, time: 0.234, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7086, loss_cls: 2.3837, loss: 2.3837, grad_norm: 4.0106 2021-01-29 10:48:01,364 - mmaction - INFO - Epoch [15][880/3757] lr: 1.000e-02, eta: 1 day, 23:19:49, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3700, loss: 2.3700, grad_norm: 4.1169 2021-01-29 10:48:06,050 - mmaction - INFO - Epoch [15][900/3757] lr: 1.000e-02, eta: 1 day, 23:19:03, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6828, loss_cls: 2.5441, loss: 2.5441, grad_norm: 4.0362 2021-01-29 10:48:10,816 - mmaction - INFO - Epoch [15][920/3757] lr: 1.000e-02, eta: 1 day, 23:18:17, time: 0.240, data_time: 0.005, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6789, loss_cls: 2.4899, loss: 2.4899, grad_norm: 4.0589 2021-01-29 10:48:16,112 - mmaction - INFO - Epoch [15][940/3757] lr: 1.000e-02, eta: 1 day, 23:17:35, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.6844, loss_cls: 2.4334, loss: 2.4334, grad_norm: 4.1619 2021-01-29 10:48:21,378 - mmaction - INFO - Epoch [15][960/3757] lr: 1.000e-02, eta: 1 day, 23:16:52, time: 0.263, data_time: 0.005, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7148, loss_cls: 2.3342, loss: 2.3342, grad_norm: 4.0666 2021-01-29 10:48:27,039 - mmaction - INFO - Epoch [15][980/3757] lr: 1.000e-02, eta: 1 day, 23:16:12, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.6953, loss_cls: 2.3626, loss: 2.3626, grad_norm: 3.9788 2021-01-29 10:48:32,291 - mmaction - INFO - Epoch [15][1000/3757] lr: 1.000e-02, eta: 1 day, 23:15:30, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4250, top5_acc: 0.6914, loss_cls: 2.5122, loss: 2.5122, grad_norm: 4.0161 2021-01-29 10:48:37,417 - mmaction - INFO - Epoch [15][1020/3757] lr: 1.000e-02, eta: 1 day, 23:14:47, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.4602, top5_acc: 0.6961, loss_cls: 2.4151, loss: 2.4151, grad_norm: 3.8321 2021-01-29 10:48:43,380 - mmaction - INFO - Epoch [15][1040/3757] lr: 1.000e-02, eta: 1 day, 23:14:09, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4383, top5_acc: 0.7055, loss_cls: 2.3520, loss: 2.3520, grad_norm: 4.1865 2021-01-29 10:48:48,484 - mmaction - INFO - Epoch [15][1060/3757] lr: 1.000e-02, eta: 1 day, 23:13:25, time: 0.255, data_time: 0.000, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6859, loss_cls: 2.4900, loss: 2.4900, grad_norm: 4.0870 2021-01-29 10:48:52,983 - mmaction - INFO - Epoch [15][1080/3757] lr: 1.000e-02, eta: 1 day, 23:12:38, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7070, loss_cls: 2.3892, loss: 2.3892, grad_norm: 4.0170 2021-01-29 10:48:58,094 - mmaction - INFO - Epoch [15][1100/3757] lr: 1.000e-02, eta: 1 day, 23:11:55, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7000, loss_cls: 2.4204, loss: 2.4204, grad_norm: 4.1180 2021-01-29 10:49:03,745 - mmaction - INFO - Epoch [15][1120/3757] lr: 1.000e-02, eta: 1 day, 23:11:15, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.3703, loss: 2.3703, grad_norm: 4.0360 2021-01-29 10:49:08,927 - mmaction - INFO - Epoch [15][1140/3757] lr: 1.000e-02, eta: 1 day, 23:10:32, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7125, loss_cls: 2.3216, loss: 2.3216, grad_norm: 4.1659 2021-01-29 10:49:14,213 - mmaction - INFO - Epoch [15][1160/3757] lr: 1.000e-02, eta: 1 day, 23:09:50, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.3664, loss: 2.3664, grad_norm: 4.0737 2021-01-29 10:49:19,286 - mmaction - INFO - Epoch [15][1180/3757] lr: 1.000e-02, eta: 1 day, 23:09:07, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.4195, top5_acc: 0.6867, loss_cls: 2.5197, loss: 2.5197, grad_norm: 4.1295 2021-01-29 10:49:24,449 - mmaction - INFO - Epoch [15][1200/3757] lr: 1.000e-02, eta: 1 day, 23:08:24, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6937, loss_cls: 2.4081, loss: 2.4081, grad_norm: 4.1211 2021-01-29 10:49:29,849 - mmaction - INFO - Epoch [15][1220/3757] lr: 1.000e-02, eta: 1 day, 23:07:43, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.3430, loss: 2.3430, grad_norm: 4.0389 2021-01-29 10:49:35,380 - mmaction - INFO - Epoch [15][1240/3757] lr: 1.000e-02, eta: 1 day, 23:07:03, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6844, loss_cls: 2.4655, loss: 2.4655, grad_norm: 4.2296 2021-01-29 10:49:40,881 - mmaction - INFO - Epoch [15][1260/3757] lr: 1.000e-02, eta: 1 day, 23:06:22, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.6961, loss_cls: 2.4288, loss: 2.4288, grad_norm: 4.1509 2021-01-29 10:49:46,848 - mmaction - INFO - Epoch [15][1280/3757] lr: 1.000e-02, eta: 1 day, 23:05:44, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7203, loss_cls: 2.3654, loss: 2.3654, grad_norm: 3.9621 2021-01-29 10:49:52,272 - mmaction - INFO - Epoch [15][1300/3757] lr: 1.000e-02, eta: 1 day, 23:05:03, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6883, loss_cls: 2.4763, loss: 2.4763, grad_norm: 3.8458 2021-01-29 10:49:57,972 - mmaction - INFO - Epoch [15][1320/3757] lr: 1.000e-02, eta: 1 day, 23:04:24, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7086, loss_cls: 2.3772, loss: 2.3772, grad_norm: 4.1048 2021-01-29 10:50:04,049 - mmaction - INFO - Epoch [15][1340/3757] lr: 1.000e-02, eta: 1 day, 23:03:46, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.7078, loss_cls: 2.4327, loss: 2.4327, grad_norm: 4.0596 2021-01-29 10:50:09,574 - mmaction - INFO - Epoch [15][1360/3757] lr: 1.000e-02, eta: 1 day, 23:03:06, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3890, loss: 2.3890, grad_norm: 4.0508 2021-01-29 10:50:15,270 - mmaction - INFO - Epoch [15][1380/3757] lr: 1.000e-02, eta: 1 day, 23:02:27, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4152, loss: 2.4152, grad_norm: 4.0587 2021-01-29 10:50:20,451 - mmaction - INFO - Epoch [15][1400/3757] lr: 1.000e-02, eta: 1 day, 23:01:44, time: 0.259, data_time: 0.003, memory: 3385, top1_acc: 0.4266, top5_acc: 0.7008, loss_cls: 2.4059, loss: 2.4059, grad_norm: 4.1545 2021-01-29 10:50:25,969 - mmaction - INFO - Epoch [15][1420/3757] lr: 1.000e-02, eta: 1 day, 23:01:04, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6922, loss_cls: 2.4818, loss: 2.4818, grad_norm: 4.0006 2021-01-29 10:50:31,470 - mmaction - INFO - Epoch [15][1440/3757] lr: 1.000e-02, eta: 1 day, 23:00:24, time: 0.276, data_time: 0.005, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7055, loss_cls: 2.4109, loss: 2.4109, grad_norm: 4.0757 2021-01-29 10:50:37,384 - mmaction - INFO - Epoch [15][1460/3757] lr: 1.000e-02, eta: 1 day, 22:59:46, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.4313, top5_acc: 0.7023, loss_cls: 2.4712, loss: 2.4712, grad_norm: 4.0829 2021-01-29 10:50:42,712 - mmaction - INFO - Epoch [15][1480/3757] lr: 1.000e-02, eta: 1 day, 22:59:04, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7109, loss_cls: 2.3723, loss: 2.3723, grad_norm: 4.0104 2021-01-29 10:50:49,210 - mmaction - INFO - Epoch [15][1500/3757] lr: 1.000e-02, eta: 1 day, 22:58:30, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7117, loss_cls: 2.3586, loss: 2.3586, grad_norm: 4.1034 2021-01-29 10:50:54,039 - mmaction - INFO - Epoch [15][1520/3757] lr: 1.000e-02, eta: 1 day, 22:57:45, time: 0.241, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7070, loss_cls: 2.3902, loss: 2.3902, grad_norm: 4.1560 2021-01-29 10:50:59,637 - mmaction - INFO - Epoch [15][1540/3757] lr: 1.000e-02, eta: 1 day, 22:57:06, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6945, loss_cls: 2.4139, loss: 2.4139, grad_norm: 4.0239 2021-01-29 10:51:05,397 - mmaction - INFO - Epoch [15][1560/3757] lr: 1.000e-02, eta: 1 day, 22:56:27, time: 0.288, data_time: 0.000, memory: 3385, top1_acc: 0.4492, top5_acc: 0.6984, loss_cls: 2.4031, loss: 2.4031, grad_norm: 4.0301 2021-01-29 10:51:11,111 - mmaction - INFO - Epoch [15][1580/3757] lr: 1.000e-02, eta: 1 day, 22:55:48, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6859, loss_cls: 2.4728, loss: 2.4728, grad_norm: 4.1027 2021-01-29 10:51:17,381 - mmaction - INFO - Epoch [15][1600/3757] lr: 1.000e-02, eta: 1 day, 22:55:12, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7023, loss_cls: 2.4013, loss: 2.4013, grad_norm: 4.0635 2021-01-29 10:51:22,867 - mmaction - INFO - Epoch [15][1620/3757] lr: 1.000e-02, eta: 1 day, 22:54:32, time: 0.275, data_time: 0.005, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6766, loss_cls: 2.4833, loss: 2.4833, grad_norm: 4.0966 2021-01-29 10:51:28,344 - mmaction - INFO - Epoch [15][1640/3757] lr: 1.000e-02, eta: 1 day, 22:53:52, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4641, top5_acc: 0.6984, loss_cls: 2.4325, loss: 2.4325, grad_norm: 3.8678 2021-01-29 10:51:33,231 - mmaction - INFO - Epoch [15][1660/3757] lr: 1.000e-02, eta: 1 day, 22:53:08, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6680, loss_cls: 2.4993, loss: 2.4993, grad_norm: 4.0295 2021-01-29 10:51:38,751 - mmaction - INFO - Epoch [15][1680/3757] lr: 1.000e-02, eta: 1 day, 22:52:28, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7164, loss_cls: 2.3708, loss: 2.3708, grad_norm: 4.1498 2021-01-29 10:51:44,008 - mmaction - INFO - Epoch [15][1700/3757] lr: 1.000e-02, eta: 1 day, 22:51:46, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7164, loss_cls: 2.3762, loss: 2.3762, grad_norm: 4.1149 2021-01-29 10:51:49,484 - mmaction - INFO - Epoch [15][1720/3757] lr: 1.000e-02, eta: 1 day, 22:51:06, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.6937, loss_cls: 2.4534, loss: 2.4534, grad_norm: 3.9467 2021-01-29 10:51:55,145 - mmaction - INFO - Epoch [15][1740/3757] lr: 1.000e-02, eta: 1 day, 22:50:27, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7086, loss_cls: 2.3356, loss: 2.3356, grad_norm: 3.8902 2021-01-29 10:52:01,228 - mmaction - INFO - Epoch [15][1760/3757] lr: 1.000e-02, eta: 1 day, 22:49:51, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.4190, loss: 2.4190, grad_norm: 4.0440 2021-01-29 10:52:06,339 - mmaction - INFO - Epoch [15][1780/3757] lr: 1.000e-02, eta: 1 day, 22:49:08, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6813, loss_cls: 2.4125, loss: 2.4125, grad_norm: 3.8986 2021-01-29 10:52:12,624 - mmaction - INFO - Epoch [15][1800/3757] lr: 1.000e-02, eta: 1 day, 22:48:33, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7133, loss_cls: 2.3351, loss: 2.3351, grad_norm: 4.0049 2021-01-29 10:52:18,114 - mmaction - INFO - Epoch [15][1820/3757] lr: 1.000e-02, eta: 1 day, 22:47:53, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.3320, loss: 2.3320, grad_norm: 3.9704 2021-01-29 10:52:23,887 - mmaction - INFO - Epoch [15][1840/3757] lr: 1.000e-02, eta: 1 day, 22:47:15, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7039, loss_cls: 2.3758, loss: 2.3758, grad_norm: 4.0265 2021-01-29 10:52:28,991 - mmaction - INFO - Epoch [15][1860/3757] lr: 1.000e-02, eta: 1 day, 22:46:32, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6891, loss_cls: 2.4767, loss: 2.4767, grad_norm: 4.2221 2021-01-29 10:52:34,541 - mmaction - INFO - Epoch [15][1880/3757] lr: 1.000e-02, eta: 1 day, 22:45:53, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7031, loss_cls: 2.3870, loss: 2.3870, grad_norm: 4.2224 2021-01-29 10:52:40,824 - mmaction - INFO - Epoch [15][1900/3757] lr: 1.000e-02, eta: 1 day, 22:45:18, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4548, loss: 2.4548, grad_norm: 4.6545 2021-01-29 10:52:46,579 - mmaction - INFO - Epoch [15][1920/3757] lr: 1.000e-02, eta: 1 day, 22:44:39, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6750, loss_cls: 2.4607, loss: 2.4607, grad_norm: 4.1427 2021-01-29 10:52:51,968 - mmaction - INFO - Epoch [15][1940/3757] lr: 1.000e-02, eta: 1 day, 22:43:59, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.4817, loss: 2.4817, grad_norm: 3.9872 2021-01-29 10:52:57,335 - mmaction - INFO - Epoch [15][1960/3757] lr: 1.000e-02, eta: 1 day, 22:43:18, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.3289, loss: 2.3289, grad_norm: 3.9830 2021-01-29 10:53:03,132 - mmaction - INFO - Epoch [15][1980/3757] lr: 1.000e-02, eta: 1 day, 22:42:40, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.3957, loss: 2.3957, grad_norm: 3.9670 2021-01-29 10:53:09,080 - mmaction - INFO - Epoch [15][2000/3757] lr: 1.000e-02, eta: 1 day, 22:42:03, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.6977, loss_cls: 2.3750, loss: 2.3750, grad_norm: 4.0486 2021-01-29 10:53:15,256 - mmaction - INFO - Epoch [15][2020/3757] lr: 1.000e-02, eta: 1 day, 22:41:27, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6867, loss_cls: 2.4613, loss: 2.4613, grad_norm: 4.0782 2021-01-29 10:53:21,131 - mmaction - INFO - Epoch [15][2040/3757] lr: 1.000e-02, eta: 1 day, 22:40:50, time: 0.294, data_time: 0.000, memory: 3385, top1_acc: 0.4180, top5_acc: 0.6766, loss_cls: 2.5253, loss: 2.5253, grad_norm: 4.0134 2021-01-29 10:53:26,373 - mmaction - INFO - Epoch [15][2060/3757] lr: 1.000e-02, eta: 1 day, 22:40:09, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7141, loss_cls: 2.3409, loss: 2.3409, grad_norm: 3.9080 2021-01-29 10:53:32,712 - mmaction - INFO - Epoch [15][2080/3757] lr: 1.000e-02, eta: 1 day, 22:39:34, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4383, top5_acc: 0.7148, loss_cls: 2.3934, loss: 2.3934, grad_norm: 4.0937 2021-01-29 10:53:38,254 - mmaction - INFO - Epoch [15][2100/3757] lr: 1.000e-02, eta: 1 day, 22:38:55, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6828, loss_cls: 2.4929, loss: 2.4929, grad_norm: 4.0361 2021-01-29 10:53:43,901 - mmaction - INFO - Epoch [15][2120/3757] lr: 1.000e-02, eta: 1 day, 22:38:16, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7063, loss_cls: 2.3901, loss: 2.3901, grad_norm: 4.0324 2021-01-29 10:53:49,714 - mmaction - INFO - Epoch [15][2140/3757] lr: 1.000e-02, eta: 1 day, 22:37:38, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6828, loss_cls: 2.4253, loss: 2.4253, grad_norm: 3.9649 2021-01-29 10:53:55,607 - mmaction - INFO - Epoch [15][2160/3757] lr: 1.000e-02, eta: 1 day, 22:37:01, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6969, loss_cls: 2.4616, loss: 2.4616, grad_norm: 4.0643 2021-01-29 10:54:01,548 - mmaction - INFO - Epoch [15][2180/3757] lr: 1.000e-02, eta: 1 day, 22:36:24, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.7203, loss_cls: 2.3033, loss: 2.3033, grad_norm: 3.9986 2021-01-29 10:54:07,144 - mmaction - INFO - Epoch [15][2200/3757] lr: 1.000e-02, eta: 1 day, 22:35:45, time: 0.279, data_time: 0.000, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7000, loss_cls: 2.3791, loss: 2.3791, grad_norm: 4.1100 2021-01-29 10:54:12,427 - mmaction - INFO - Epoch [15][2220/3757] lr: 1.000e-02, eta: 1 day, 22:35:04, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.4013, loss: 2.4013, grad_norm: 4.1527 2021-01-29 10:54:17,778 - mmaction - INFO - Epoch [15][2240/3757] lr: 1.000e-02, eta: 1 day, 22:34:24, time: 0.268, data_time: 0.004, memory: 3385, top1_acc: 0.4555, top5_acc: 0.6703, loss_cls: 2.4594, loss: 2.4594, grad_norm: 3.9754 2021-01-29 10:54:23,566 - mmaction - INFO - Epoch [15][2260/3757] lr: 1.000e-02, eta: 1 day, 22:33:46, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6875, loss_cls: 2.4664, loss: 2.4664, grad_norm: 4.0008 2021-01-29 10:54:29,122 - mmaction - INFO - Epoch [15][2280/3757] lr: 1.000e-02, eta: 1 day, 22:33:07, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4274, loss: 2.4274, grad_norm: 4.7680 2021-01-29 10:54:34,450 - mmaction - INFO - Epoch [15][2300/3757] lr: 1.000e-02, eta: 1 day, 22:32:27, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7109, loss_cls: 2.3534, loss: 2.3534, grad_norm: 4.0799 2021-01-29 10:54:41,124 - mmaction - INFO - Epoch [15][2320/3757] lr: 1.000e-02, eta: 1 day, 22:31:55, time: 0.334, data_time: 0.003, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6836, loss_cls: 2.4774, loss: 2.4774, grad_norm: 4.1388 2021-01-29 10:54:46,344 - mmaction - INFO - Epoch [15][2340/3757] lr: 1.000e-02, eta: 1 day, 22:31:14, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7070, loss_cls: 2.3573, loss: 2.3573, grad_norm: 4.0443 2021-01-29 10:54:51,786 - mmaction - INFO - Epoch [15][2360/3757] lr: 1.000e-02, eta: 1 day, 22:30:34, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7117, loss_cls: 2.3633, loss: 2.3633, grad_norm: 4.0160 2021-01-29 10:54:57,115 - mmaction - INFO - Epoch [15][2380/3757] lr: 1.000e-02, eta: 1 day, 22:29:54, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6773, loss_cls: 2.5011, loss: 2.5011, grad_norm: 3.9537 2021-01-29 10:55:02,857 - mmaction - INFO - Epoch [15][2400/3757] lr: 1.000e-02, eta: 1 day, 22:29:16, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4359, top5_acc: 0.7031, loss_cls: 2.4386, loss: 2.4386, grad_norm: 4.0365 2021-01-29 10:55:08,386 - mmaction - INFO - Epoch [15][2420/3757] lr: 1.000e-02, eta: 1 day, 22:28:37, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.4344, top5_acc: 0.7008, loss_cls: 2.4152, loss: 2.4152, grad_norm: 4.0093 2021-01-29 10:55:14,095 - mmaction - INFO - Epoch [15][2440/3757] lr: 1.000e-02, eta: 1 day, 22:27:59, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4336, top5_acc: 0.6867, loss_cls: 2.4682, loss: 2.4682, grad_norm: 4.3469 2021-01-29 10:55:20,422 - mmaction - INFO - Epoch [15][2460/3757] lr: 1.000e-02, eta: 1 day, 22:27:25, time: 0.316, data_time: 0.003, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7133, loss_cls: 2.3472, loss: 2.3472, grad_norm: 3.9226 2021-01-29 10:55:25,805 - mmaction - INFO - Epoch [15][2480/3757] lr: 1.000e-02, eta: 1 day, 22:26:45, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6992, loss_cls: 2.4478, loss: 2.4478, grad_norm: 4.0658 2021-01-29 10:55:31,347 - mmaction - INFO - Epoch [15][2500/3757] lr: 1.000e-02, eta: 1 day, 22:26:06, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6883, loss_cls: 2.4616, loss: 2.4616, grad_norm: 4.0800 2021-01-29 10:55:36,712 - mmaction - INFO - Epoch [15][2520/3757] lr: 1.000e-02, eta: 1 day, 22:25:26, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4328, top5_acc: 0.7250, loss_cls: 2.3495, loss: 2.3495, grad_norm: 4.2937 2021-01-29 10:55:42,299 - mmaction - INFO - Epoch [15][2540/3757] lr: 1.000e-02, eta: 1 day, 22:24:47, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.7055, loss_cls: 2.3962, loss: 2.3962, grad_norm: 4.0989 2021-01-29 10:55:48,053 - mmaction - INFO - Epoch [15][2560/3757] lr: 1.000e-02, eta: 1 day, 22:24:10, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7102, loss_cls: 2.2859, loss: 2.2859, grad_norm: 3.9514 2021-01-29 10:55:54,420 - mmaction - INFO - Epoch [15][2580/3757] lr: 1.000e-02, eta: 1 day, 22:23:36, time: 0.319, data_time: 0.003, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6914, loss_cls: 2.4059, loss: 2.4059, grad_norm: 4.0886 2021-01-29 10:55:59,556 - mmaction - INFO - Epoch [15][2600/3757] lr: 1.000e-02, eta: 1 day, 22:22:55, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7117, loss_cls: 2.3609, loss: 2.3609, grad_norm: 4.0944 2021-01-29 10:56:04,956 - mmaction - INFO - Epoch [15][2620/3757] lr: 1.000e-02, eta: 1 day, 22:22:15, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7039, loss_cls: 2.4457, loss: 2.4457, grad_norm: 3.9178 2021-01-29 10:56:11,313 - mmaction - INFO - Epoch [15][2640/3757] lr: 1.000e-02, eta: 1 day, 22:21:41, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.4477, top5_acc: 0.6953, loss_cls: 2.3840, loss: 2.3840, grad_norm: 4.1088 2021-01-29 10:56:16,506 - mmaction - INFO - Epoch [15][2660/3757] lr: 1.000e-02, eta: 1 day, 22:21:01, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.4362, loss: 2.4362, grad_norm: 4.0191 2021-01-29 10:56:22,164 - mmaction - INFO - Epoch [15][2680/3757] lr: 1.000e-02, eta: 1 day, 22:20:23, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7055, loss_cls: 2.4105, loss: 2.4105, grad_norm: 4.1316 2021-01-29 10:56:28,084 - mmaction - INFO - Epoch [15][2700/3757] lr: 1.000e-02, eta: 1 day, 22:19:46, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7148, loss_cls: 2.3923, loss: 2.3923, grad_norm: 4.1538 2021-01-29 10:56:33,635 - mmaction - INFO - Epoch [15][2720/3757] lr: 1.000e-02, eta: 1 day, 22:19:07, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7109, loss_cls: 2.3425, loss: 2.3425, grad_norm: 4.1055 2021-01-29 10:56:39,220 - mmaction - INFO - Epoch [15][2740/3757] lr: 1.000e-02, eta: 1 day, 22:18:29, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.2811, loss: 2.2811, grad_norm: 4.0319 2021-01-29 10:56:45,700 - mmaction - INFO - Epoch [15][2760/3757] lr: 1.000e-02, eta: 1 day, 22:17:56, time: 0.324, data_time: 0.003, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6883, loss_cls: 2.4454, loss: 2.4454, grad_norm: 4.0916 2021-01-29 10:56:51,234 - mmaction - INFO - Epoch [15][2780/3757] lr: 1.000e-02, eta: 1 day, 22:17:17, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7047, loss_cls: 2.3786, loss: 2.3786, grad_norm: 3.9779 2021-01-29 10:56:57,405 - mmaction - INFO - Epoch [15][2800/3757] lr: 1.000e-02, eta: 1 day, 22:16:43, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6781, loss_cls: 2.5326, loss: 2.5326, grad_norm: 4.0337 2021-01-29 10:57:02,840 - mmaction - INFO - Epoch [15][2820/3757] lr: 1.000e-02, eta: 1 day, 22:16:03, time: 0.271, data_time: 0.003, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6961, loss_cls: 2.4314, loss: 2.4314, grad_norm: 3.8910 2021-01-29 10:57:08,400 - mmaction - INFO - Epoch [15][2840/3757] lr: 1.000e-02, eta: 1 day, 22:15:25, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.4010, loss: 2.4010, grad_norm: 4.0832 2021-01-29 10:57:13,888 - mmaction - INFO - Epoch [15][2860/3757] lr: 1.000e-02, eta: 1 day, 22:14:46, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7078, loss_cls: 2.3911, loss: 2.3911, grad_norm: 3.9546 2021-01-29 10:57:19,784 - mmaction - INFO - Epoch [15][2880/3757] lr: 1.000e-02, eta: 1 day, 22:14:10, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.6937, loss_cls: 2.4118, loss: 2.4118, grad_norm: 4.1152 2021-01-29 10:57:25,196 - mmaction - INFO - Epoch [15][2900/3757] lr: 1.000e-02, eta: 1 day, 22:13:31, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4461, top5_acc: 0.7086, loss_cls: 2.3681, loss: 2.3681, grad_norm: 4.0533 2021-01-29 10:57:31,061 - mmaction - INFO - Epoch [15][2920/3757] lr: 1.000e-02, eta: 1 day, 22:12:54, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6930, loss_cls: 2.4553, loss: 2.4553, grad_norm: 4.0199 2021-01-29 10:57:37,257 - mmaction - INFO - Epoch [15][2940/3757] lr: 1.000e-02, eta: 1 day, 22:12:20, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6930, loss_cls: 2.4327, loss: 2.4327, grad_norm: 3.9837 2021-01-29 10:57:43,317 - mmaction - INFO - Epoch [15][2960/3757] lr: 1.000e-02, eta: 1 day, 22:11:44, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.4913, loss: 2.4913, grad_norm: 4.0154 2021-01-29 10:57:48,725 - mmaction - INFO - Epoch [15][2980/3757] lr: 1.000e-02, eta: 1 day, 22:11:05, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4359, top5_acc: 0.7023, loss_cls: 2.4417, loss: 2.4417, grad_norm: 4.0570 2021-01-29 10:57:54,529 - mmaction - INFO - Epoch [15][3000/3757] lr: 1.000e-02, eta: 1 day, 22:10:28, time: 0.290, data_time: 0.017, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6992, loss_cls: 2.4447, loss: 2.4447, grad_norm: 3.9742 2021-01-29 10:58:01,106 - mmaction - INFO - Epoch [15][3020/3757] lr: 1.000e-02, eta: 1 day, 22:09:56, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.6922, loss_cls: 2.3643, loss: 2.3643, grad_norm: 3.9291 2021-01-29 10:58:05,968 - mmaction - INFO - Epoch [15][3040/3757] lr: 1.000e-02, eta: 1 day, 22:09:14, time: 0.243, data_time: 0.003, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3935, loss: 2.3935, grad_norm: 3.9051 2021-01-29 10:58:12,026 - mmaction - INFO - Epoch [15][3060/3757] lr: 1.000e-02, eta: 1 day, 22:08:39, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3588, loss: 2.3588, grad_norm: 3.9372 2021-01-29 10:58:17,363 - mmaction - INFO - Epoch [15][3080/3757] lr: 1.000e-02, eta: 1 day, 22:07:59, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.5192, loss: 2.5192, grad_norm: 3.9447 2021-01-29 10:58:22,808 - mmaction - INFO - Epoch [15][3100/3757] lr: 1.000e-02, eta: 1 day, 22:07:21, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6984, loss_cls: 2.4025, loss: 2.4025, grad_norm: 4.0824 2021-01-29 10:58:28,509 - mmaction - INFO - Epoch [15][3120/3757] lr: 1.000e-02, eta: 1 day, 22:06:43, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7023, loss_cls: 2.3854, loss: 2.3854, grad_norm: 3.9927 2021-01-29 10:58:33,817 - mmaction - INFO - Epoch [15][3140/3757] lr: 1.000e-02, eta: 1 day, 22:06:04, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.4072, loss: 2.4072, grad_norm: 4.1072 2021-01-29 10:58:39,177 - mmaction - INFO - Epoch [15][3160/3757] lr: 1.000e-02, eta: 1 day, 22:05:25, time: 0.268, data_time: 0.005, memory: 3385, top1_acc: 0.4203, top5_acc: 0.6852, loss_cls: 2.5274, loss: 2.5274, grad_norm: 4.1814 2021-01-29 10:58:45,106 - mmaction - INFO - Epoch [15][3180/3757] lr: 1.000e-02, eta: 1 day, 22:04:49, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7180, loss_cls: 2.3126, loss: 2.3126, grad_norm: 4.0341 2021-01-29 10:58:50,809 - mmaction - INFO - Epoch [15][3200/3757] lr: 1.000e-02, eta: 1 day, 22:04:12, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6852, loss_cls: 2.4073, loss: 2.4073, grad_norm: 4.0906 2021-01-29 10:58:55,735 - mmaction - INFO - Epoch [15][3220/3757] lr: 1.000e-02, eta: 1 day, 22:03:30, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6953, loss_cls: 2.4533, loss: 2.4533, grad_norm: 4.1661 2021-01-29 10:59:01,219 - mmaction - INFO - Epoch [15][3240/3757] lr: 1.000e-02, eta: 1 day, 22:02:52, time: 0.274, data_time: 0.004, memory: 3385, top1_acc: 0.4289, top5_acc: 0.6945, loss_cls: 2.4144, loss: 2.4144, grad_norm: 4.0073 2021-01-29 10:59:07,179 - mmaction - INFO - Epoch [15][3260/3757] lr: 1.000e-02, eta: 1 day, 22:02:16, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6859, loss_cls: 2.4651, loss: 2.4651, grad_norm: 3.9972 2021-01-29 10:59:12,413 - mmaction - INFO - Epoch [15][3280/3757] lr: 1.000e-02, eta: 1 day, 22:01:37, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6844, loss_cls: 2.5075, loss: 2.5075, grad_norm: 4.0560 2021-01-29 10:59:18,170 - mmaction - INFO - Epoch [15][3300/3757] lr: 1.000e-02, eta: 1 day, 22:01:00, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6953, loss_cls: 2.3496, loss: 2.3496, grad_norm: 3.9041 2021-01-29 10:59:23,431 - mmaction - INFO - Epoch [15][3320/3757] lr: 1.000e-02, eta: 1 day, 22:00:20, time: 0.263, data_time: 0.003, memory: 3385, top1_acc: 0.4281, top5_acc: 0.6953, loss_cls: 2.4795, loss: 2.4795, grad_norm: 4.0874 2021-01-29 10:59:28,944 - mmaction - INFO - Epoch [15][3340/3757] lr: 1.000e-02, eta: 1 day, 21:59:42, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.6883, loss_cls: 2.4177, loss: 2.4177, grad_norm: 4.0489 2021-01-29 10:59:35,072 - mmaction - INFO - Epoch [15][3360/3757] lr: 1.000e-02, eta: 1 day, 21:59:08, time: 0.306, data_time: 0.004, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6805, loss_cls: 2.4929, loss: 2.4929, grad_norm: 3.9091 2021-01-29 10:59:40,700 - mmaction - INFO - Epoch [15][3380/3757] lr: 1.000e-02, eta: 1 day, 21:58:30, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4414, top5_acc: 0.7141, loss_cls: 2.3613, loss: 2.3613, grad_norm: 4.0626 2021-01-29 10:59:46,121 - mmaction - INFO - Epoch [15][3400/3757] lr: 1.000e-02, eta: 1 day, 21:57:52, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7109, loss_cls: 2.3411, loss: 2.3411, grad_norm: 3.9845 2021-01-29 10:59:52,175 - mmaction - INFO - Epoch [15][3420/3757] lr: 1.000e-02, eta: 1 day, 21:57:17, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7000, loss_cls: 2.3313, loss: 2.3313, grad_norm: 4.0314 2021-01-29 10:59:57,702 - mmaction - INFO - Epoch [15][3440/3757] lr: 1.000e-02, eta: 1 day, 21:56:39, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.6859, loss_cls: 2.4077, loss: 2.4077, grad_norm: 4.0259 2021-01-29 11:00:03,087 - mmaction - INFO - Epoch [15][3460/3757] lr: 1.000e-02, eta: 1 day, 21:56:01, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7055, loss_cls: 2.3481, loss: 2.3481, grad_norm: 3.9810 2021-01-29 11:00:08,906 - mmaction - INFO - Epoch [15][3480/3757] lr: 1.000e-02, eta: 1 day, 21:55:24, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6828, loss_cls: 2.4686, loss: 2.4686, grad_norm: 4.1132 2021-01-29 11:00:13,956 - mmaction - INFO - Epoch [15][3500/3757] lr: 1.000e-02, eta: 1 day, 21:54:44, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7016, loss_cls: 2.3632, loss: 2.3632, grad_norm: 4.1823 2021-01-29 11:00:19,521 - mmaction - INFO - Epoch [15][3520/3757] lr: 1.000e-02, eta: 1 day, 21:54:06, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7063, loss_cls: 2.3407, loss: 2.3407, grad_norm: 4.0405 2021-01-29 11:00:25,969 - mmaction - INFO - Epoch [15][3540/3757] lr: 1.000e-02, eta: 1 day, 21:53:34, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.4477, top5_acc: 0.6914, loss_cls: 2.4426, loss: 2.4426, grad_norm: 4.1081 2021-01-29 11:00:31,346 - mmaction - INFO - Epoch [15][3560/3757] lr: 1.000e-02, eta: 1 day, 21:52:55, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.6859, loss_cls: 2.4944, loss: 2.4944, grad_norm: 3.9710 2021-01-29 11:00:36,519 - mmaction - INFO - Epoch [15][3580/3757] lr: 1.000e-02, eta: 1 day, 21:52:16, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6844, loss_cls: 2.4515, loss: 2.4515, grad_norm: 4.0824 2021-01-29 11:00:41,962 - mmaction - INFO - Epoch [15][3600/3757] lr: 1.000e-02, eta: 1 day, 21:51:37, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.6969, loss_cls: 2.3745, loss: 2.3745, grad_norm: 3.9360 2021-01-29 11:00:47,337 - mmaction - INFO - Epoch [15][3620/3757] lr: 1.000e-02, eta: 1 day, 21:50:59, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.7039, loss_cls: 2.3918, loss: 2.3918, grad_norm: 4.0545 2021-01-29 11:00:53,326 - mmaction - INFO - Epoch [15][3640/3757] lr: 1.000e-02, eta: 1 day, 21:50:24, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.4101, loss: 2.4101, grad_norm: 4.1120 2021-01-29 11:00:58,984 - mmaction - INFO - Epoch [15][3660/3757] lr: 1.000e-02, eta: 1 day, 21:49:47, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.3675, loss: 2.3675, grad_norm: 3.9562 2021-01-29 11:01:04,287 - mmaction - INFO - Epoch [15][3680/3757] lr: 1.000e-02, eta: 1 day, 21:49:08, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.4453, top5_acc: 0.6836, loss_cls: 2.4419, loss: 2.4419, grad_norm: 4.0511 2021-01-29 11:01:10,043 - mmaction - INFO - Epoch [15][3700/3757] lr: 1.000e-02, eta: 1 day, 21:48:32, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4680, top5_acc: 0.6828, loss_cls: 2.4165, loss: 2.4165, grad_norm: 3.9794 2021-01-29 11:01:16,138 - mmaction - INFO - Epoch [15][3720/3757] lr: 1.000e-02, eta: 1 day, 21:47:58, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.4240, loss: 2.4240, grad_norm: 3.9933 2021-01-29 11:01:21,546 - mmaction - INFO - Epoch [15][3740/3757] lr: 1.000e-02, eta: 1 day, 21:47:19, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.6992, loss_cls: 2.4270, loss: 2.4270, grad_norm: 3.8862 2021-01-29 11:02:08,548 - mmaction - INFO - Saving checkpoint at 15 epochs 2021-01-29 11:16:46,409 - mmaction - INFO - Epoch [16][20/3757] lr: 1.000e-02, eta: 1 day, 23:08:02, time: 43.869, data_time: 43.235, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3986, loss: 2.3986, grad_norm: 4.0277 2021-01-29 11:16:50,608 - mmaction - INFO - Epoch [16][40/3757] lr: 1.000e-02, eta: 1 day, 23:07:16, time: 0.219, data_time: 0.011, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7055, loss_cls: 2.3686, loss: 2.3686, grad_norm: 4.0651 2021-01-29 11:16:54,897 - mmaction - INFO - Epoch [16][60/3757] lr: 1.000e-02, eta: 1 day, 23:06:29, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7188, loss_cls: 2.3078, loss: 2.3078, grad_norm: 4.1194 2021-01-29 11:16:59,005 - mmaction - INFO - Epoch [16][80/3757] lr: 1.000e-02, eta: 1 day, 23:05:42, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.3248, loss: 2.3248, grad_norm: 3.8719 2021-01-29 11:17:03,294 - mmaction - INFO - Epoch [16][100/3757] lr: 1.000e-02, eta: 1 day, 23:04:55, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.3151, loss: 2.3151, grad_norm: 4.1037 2021-01-29 11:17:07,550 - mmaction - INFO - Epoch [16][120/3757] lr: 1.000e-02, eta: 1 day, 23:04:09, time: 0.214, data_time: 0.004, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7188, loss_cls: 2.3112, loss: 2.3112, grad_norm: 4.0831 2021-01-29 11:17:11,748 - mmaction - INFO - Epoch [16][140/3757] lr: 1.000e-02, eta: 1 day, 23:03:22, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7203, loss_cls: 2.3344, loss: 2.3344, grad_norm: 3.8422 2021-01-29 11:17:15,955 - mmaction - INFO - Epoch [16][160/3757] lr: 1.000e-02, eta: 1 day, 23:02:35, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.4367, loss: 2.4367, grad_norm: 4.1010 2021-01-29 11:17:20,097 - mmaction - INFO - Epoch [16][180/3757] lr: 1.000e-02, eta: 1 day, 23:01:48, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.4288, loss: 2.4288, grad_norm: 4.0027 2021-01-29 11:17:24,344 - mmaction - INFO - Epoch [16][200/3757] lr: 1.000e-02, eta: 1 day, 23:01:01, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6953, loss_cls: 2.3985, loss: 2.3985, grad_norm: 4.1097 2021-01-29 11:17:28,482 - mmaction - INFO - Epoch [16][220/3757] lr: 1.000e-02, eta: 1 day, 23:00:14, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.6984, loss_cls: 2.3206, loss: 2.3206, grad_norm: 4.1465 2021-01-29 11:17:32,622 - mmaction - INFO - Epoch [16][240/3757] lr: 1.000e-02, eta: 1 day, 22:59:27, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3979, loss: 2.3979, grad_norm: 4.2861 2021-01-29 11:17:36,917 - mmaction - INFO - Epoch [16][260/3757] lr: 1.000e-02, eta: 1 day, 22:58:41, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6953, loss_cls: 2.4564, loss: 2.4564, grad_norm: 4.1293 2021-01-29 11:17:41,068 - mmaction - INFO - Epoch [16][280/3757] lr: 1.000e-02, eta: 1 day, 22:57:54, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4375, loss: 2.4375, grad_norm: 4.0864 2021-01-29 11:17:45,315 - mmaction - INFO - Epoch [16][300/3757] lr: 1.000e-02, eta: 1 day, 22:57:08, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.3630, loss: 2.3630, grad_norm: 3.9118 2021-01-29 11:17:49,488 - mmaction - INFO - Epoch [16][320/3757] lr: 1.000e-02, eta: 1 day, 22:56:21, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7172, loss_cls: 2.3122, loss: 2.3122, grad_norm: 4.0638 2021-01-29 11:17:53,770 - mmaction - INFO - Epoch [16][340/3757] lr: 1.000e-02, eta: 1 day, 22:55:35, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2851, loss: 2.2851, grad_norm: 3.9520 2021-01-29 11:17:58,099 - mmaction - INFO - Epoch [16][360/3757] lr: 1.000e-02, eta: 1 day, 22:54:49, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3261, loss: 2.3261, grad_norm: 4.0138 2021-01-29 11:18:02,230 - mmaction - INFO - Epoch [16][380/3757] lr: 1.000e-02, eta: 1 day, 22:54:02, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.6953, loss_cls: 2.4174, loss: 2.4174, grad_norm: 4.0491 2021-01-29 11:18:06,982 - mmaction - INFO - Epoch [16][400/3757] lr: 1.000e-02, eta: 1 day, 22:53:19, time: 0.237, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6914, loss_cls: 2.4394, loss: 2.4394, grad_norm: 4.0256 2021-01-29 11:18:11,244 - mmaction - INFO - Epoch [16][420/3757] lr: 1.000e-02, eta: 1 day, 22:52:33, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7031, loss_cls: 2.3951, loss: 2.3951, grad_norm: 3.9613 2021-01-29 11:18:15,689 - mmaction - INFO - Epoch [16][440/3757] lr: 1.000e-02, eta: 1 day, 22:51:48, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6836, loss_cls: 2.5247, loss: 2.5247, grad_norm: 3.9268 2021-01-29 11:18:20,079 - mmaction - INFO - Epoch [16][460/3757] lr: 1.000e-02, eta: 1 day, 22:51:02, time: 0.219, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7039, loss_cls: 2.3731, loss: 2.3731, grad_norm: 3.9973 2021-01-29 11:18:24,519 - mmaction - INFO - Epoch [16][480/3757] lr: 1.000e-02, eta: 1 day, 22:50:17, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6852, loss_cls: 2.4309, loss: 2.4309, grad_norm: 3.9592 2021-01-29 11:18:29,022 - mmaction - INFO - Epoch [16][500/3757] lr: 1.000e-02, eta: 1 day, 22:49:33, time: 0.225, data_time: 0.004, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7070, loss_cls: 2.3212, loss: 2.3212, grad_norm: 4.0172 2021-01-29 11:18:33,746 - mmaction - INFO - Epoch [16][520/3757] lr: 1.000e-02, eta: 1 day, 22:48:49, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7016, loss_cls: 2.4406, loss: 2.4406, grad_norm: 4.1311 2021-01-29 11:18:38,306 - mmaction - INFO - Epoch [16][540/3757] lr: 1.000e-02, eta: 1 day, 22:48:05, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.2693, loss: 2.2693, grad_norm: 3.8914 2021-01-29 11:18:42,799 - mmaction - INFO - Epoch [16][560/3757] lr: 1.000e-02, eta: 1 day, 22:47:21, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7023, loss_cls: 2.4159, loss: 2.4159, grad_norm: 5.6627 2021-01-29 11:18:47,429 - mmaction - INFO - Epoch [16][580/3757] lr: 1.000e-02, eta: 1 day, 22:46:37, time: 0.231, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7008, loss_cls: 2.3732, loss: 2.3732, grad_norm: 4.0110 2021-01-29 11:18:52,501 - mmaction - INFO - Epoch [16][600/3757] lr: 1.000e-02, eta: 1 day, 22:45:55, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6867, loss_cls: 2.4434, loss: 2.4434, grad_norm: 3.8634 2021-01-29 11:18:57,118 - mmaction - INFO - Epoch [16][620/3757] lr: 1.000e-02, eta: 1 day, 22:45:12, time: 0.231, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 2.4315, loss: 2.4315, grad_norm: 4.1177 2021-01-29 11:19:02,302 - mmaction - INFO - Epoch [16][640/3757] lr: 1.000e-02, eta: 1 day, 22:44:31, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.4247, loss: 2.4247, grad_norm: 4.1324 2021-01-29 11:19:06,932 - mmaction - INFO - Epoch [16][660/3757] lr: 1.000e-02, eta: 1 day, 22:43:47, time: 0.232, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7172, loss_cls: 2.3346, loss: 2.3346, grad_norm: 3.9643 2021-01-29 11:19:12,220 - mmaction - INFO - Epoch [16][680/3757] lr: 1.000e-02, eta: 1 day, 22:43:07, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7078, loss_cls: 2.4157, loss: 2.4157, grad_norm: 4.0435 2021-01-29 11:19:17,096 - mmaction - INFO - Epoch [16][700/3757] lr: 1.000e-02, eta: 1 day, 22:42:25, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6906, loss_cls: 2.4596, loss: 2.4596, grad_norm: 4.0719 2021-01-29 11:19:22,213 - mmaction - INFO - Epoch [16][720/3757] lr: 1.000e-02, eta: 1 day, 22:41:44, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.4270, loss: 2.4270, grad_norm: 3.9351 2021-01-29 11:19:27,620 - mmaction - INFO - Epoch [16][740/3757] lr: 1.000e-02, eta: 1 day, 22:41:05, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.3781, loss: 2.3781, grad_norm: 3.8145 2021-01-29 11:19:32,624 - mmaction - INFO - Epoch [16][760/3757] lr: 1.000e-02, eta: 1 day, 22:40:23, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6773, loss_cls: 2.4858, loss: 2.4858, grad_norm: 3.9792 2021-01-29 11:19:37,313 - mmaction - INFO - Epoch [16][780/3757] lr: 1.000e-02, eta: 1 day, 22:39:40, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6922, loss_cls: 2.4358, loss: 2.4358, grad_norm: 4.2450 2021-01-29 11:19:42,607 - mmaction - INFO - Epoch [16][800/3757] lr: 1.000e-02, eta: 1 day, 22:39:00, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4477, top5_acc: 0.6820, loss_cls: 2.4766, loss: 2.4766, grad_norm: 4.1260 2021-01-29 11:19:48,442 - mmaction - INFO - Epoch [16][820/3757] lr: 1.000e-02, eta: 1 day, 22:38:23, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7117, loss_cls: 2.3697, loss: 2.3697, grad_norm: 3.9465 2021-01-29 11:19:53,632 - mmaction - INFO - Epoch [16][840/3757] lr: 1.000e-02, eta: 1 day, 22:37:43, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7039, loss_cls: 2.3353, loss: 2.3353, grad_norm: 4.0928 2021-01-29 11:19:58,735 - mmaction - INFO - Epoch [16][860/3757] lr: 1.000e-02, eta: 1 day, 22:37:02, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7109, loss_cls: 2.3357, loss: 2.3357, grad_norm: 4.0360 2021-01-29 11:20:04,016 - mmaction - INFO - Epoch [16][880/3757] lr: 1.000e-02, eta: 1 day, 22:36:23, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6898, loss_cls: 2.4495, loss: 2.4495, grad_norm: 4.0352 2021-01-29 11:20:09,686 - mmaction - INFO - Epoch [16][900/3757] lr: 1.000e-02, eta: 1 day, 22:35:45, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7164, loss_cls: 2.3250, loss: 2.3250, grad_norm: 3.9482 2021-01-29 11:20:14,891 - mmaction - INFO - Epoch [16][920/3757] lr: 1.000e-02, eta: 1 day, 22:35:05, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7289, loss_cls: 2.2762, loss: 2.2762, grad_norm: 4.0088 2021-01-29 11:20:20,499 - mmaction - INFO - Epoch [16][940/3757] lr: 1.000e-02, eta: 1 day, 22:34:27, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.7125, loss_cls: 2.3577, loss: 2.3577, grad_norm: 3.9943 2021-01-29 11:20:25,712 - mmaction - INFO - Epoch [16][960/3757] lr: 1.000e-02, eta: 1 day, 22:33:47, time: 0.260, data_time: 0.022, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7070, loss_cls: 2.3365, loss: 2.3365, grad_norm: 4.1521 2021-01-29 11:20:30,921 - mmaction - INFO - Epoch [16][980/3757] lr: 1.000e-02, eta: 1 day, 22:33:07, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4141, top5_acc: 0.6867, loss_cls: 2.4732, loss: 2.4732, grad_norm: 4.0820 2021-01-29 11:20:36,740 - mmaction - INFO - Epoch [16][1000/3757] lr: 1.000e-02, eta: 1 day, 22:32:30, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.3594, loss: 2.3594, grad_norm: 4.0474 2021-01-29 11:20:42,455 - mmaction - INFO - Epoch [16][1020/3757] lr: 1.000e-02, eta: 1 day, 22:31:53, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.6984, loss_cls: 2.3385, loss: 2.3385, grad_norm: 3.9841 2021-01-29 11:20:48,003 - mmaction - INFO - Epoch [16][1040/3757] lr: 1.000e-02, eta: 1 day, 22:31:15, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6937, loss_cls: 2.4769, loss: 2.4769, grad_norm: 3.9867 2021-01-29 11:20:53,816 - mmaction - INFO - Epoch [16][1060/3757] lr: 1.000e-02, eta: 1 day, 22:30:38, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.7117, loss_cls: 2.3580, loss: 2.3580, grad_norm: 3.9606 2021-01-29 11:20:58,936 - mmaction - INFO - Epoch [16][1080/3757] lr: 1.000e-02, eta: 1 day, 22:29:58, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6922, loss_cls: 2.4977, loss: 2.4977, grad_norm: 4.1127 2021-01-29 11:21:03,850 - mmaction - INFO - Epoch [16][1100/3757] lr: 1.000e-02, eta: 1 day, 22:29:16, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6867, loss_cls: 2.4280, loss: 2.4280, grad_norm: 4.0141 2021-01-29 11:21:09,526 - mmaction - INFO - Epoch [16][1120/3757] lr: 1.000e-02, eta: 1 day, 22:28:39, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7125, loss_cls: 2.3309, loss: 2.3309, grad_norm: 4.0410 2021-01-29 11:21:14,891 - mmaction - INFO - Epoch [16][1140/3757] lr: 1.000e-02, eta: 1 day, 22:28:00, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6883, loss_cls: 2.4745, loss: 2.4745, grad_norm: 3.9298 2021-01-29 11:21:20,719 - mmaction - INFO - Epoch [16][1160/3757] lr: 1.000e-02, eta: 1 day, 22:27:23, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6883, loss_cls: 2.4196, loss: 2.4196, grad_norm: 4.1663 2021-01-29 11:21:26,471 - mmaction - INFO - Epoch [16][1180/3757] lr: 1.000e-02, eta: 1 day, 22:26:46, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6930, loss_cls: 2.3836, loss: 2.3836, grad_norm: 3.9583 2021-01-29 11:21:32,055 - mmaction - INFO - Epoch [16][1200/3757] lr: 1.000e-02, eta: 1 day, 22:26:09, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.6953, loss_cls: 2.4232, loss: 2.4232, grad_norm: 4.0944 2021-01-29 11:21:37,942 - mmaction - INFO - Epoch [16][1220/3757] lr: 1.000e-02, eta: 1 day, 22:25:33, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7188, loss_cls: 2.3213, loss: 2.3213, grad_norm: 3.9270 2021-01-29 11:21:42,738 - mmaction - INFO - Epoch [16][1240/3757] lr: 1.000e-02, eta: 1 day, 22:24:51, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.4221, loss: 2.4221, grad_norm: 4.0311 2021-01-29 11:21:48,162 - mmaction - INFO - Epoch [16][1260/3757] lr: 1.000e-02, eta: 1 day, 22:24:12, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4602, top5_acc: 0.6961, loss_cls: 2.3984, loss: 2.3984, grad_norm: 4.0296 2021-01-29 11:21:53,033 - mmaction - INFO - Epoch [16][1280/3757] lr: 1.000e-02, eta: 1 day, 22:23:30, time: 0.243, data_time: 0.002, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6977, loss_cls: 2.3990, loss: 2.3990, grad_norm: 3.9823 2021-01-29 11:21:58,155 - mmaction - INFO - Epoch [16][1300/3757] lr: 1.000e-02, eta: 1 day, 22:22:50, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7047, loss_cls: 2.3633, loss: 2.3633, grad_norm: 4.1359 2021-01-29 11:22:03,872 - mmaction - INFO - Epoch [16][1320/3757] lr: 1.000e-02, eta: 1 day, 22:22:13, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.7063, loss_cls: 2.3932, loss: 2.3932, grad_norm: 4.3198 2021-01-29 11:22:09,763 - mmaction - INFO - Epoch [16][1340/3757] lr: 1.000e-02, eta: 1 day, 22:21:37, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6898, loss_cls: 2.4137, loss: 2.4137, grad_norm: 3.9847 2021-01-29 11:22:15,278 - mmaction - INFO - Epoch [16][1360/3757] lr: 1.000e-02, eta: 1 day, 22:21:00, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6914, loss_cls: 2.4107, loss: 2.4107, grad_norm: 4.2158 2021-01-29 11:22:21,115 - mmaction - INFO - Epoch [16][1380/3757] lr: 1.000e-02, eta: 1 day, 22:20:23, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7063, loss_cls: 2.3295, loss: 2.3295, grad_norm: 3.9171 2021-01-29 11:22:26,323 - mmaction - INFO - Epoch [16][1400/3757] lr: 1.000e-02, eta: 1 day, 22:19:44, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7078, loss_cls: 2.3924, loss: 2.3924, grad_norm: 4.1174 2021-01-29 11:22:32,137 - mmaction - INFO - Epoch [16][1420/3757] lr: 1.000e-02, eta: 1 day, 22:19:08, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4336, top5_acc: 0.7000, loss_cls: 2.4391, loss: 2.4391, grad_norm: 4.1080 2021-01-29 11:22:37,497 - mmaction - INFO - Epoch [16][1440/3757] lr: 1.000e-02, eta: 1 day, 22:18:29, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.6945, loss_cls: 2.3814, loss: 2.3814, grad_norm: 4.0441 2021-01-29 11:22:42,890 - mmaction - INFO - Epoch [16][1460/3757] lr: 1.000e-02, eta: 1 day, 22:17:50, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3692, loss: 2.3692, grad_norm: 4.0125 2021-01-29 11:22:48,671 - mmaction - INFO - Epoch [16][1480/3757] lr: 1.000e-02, eta: 1 day, 22:17:14, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6852, loss_cls: 2.4562, loss: 2.4562, grad_norm: 4.0175 2021-01-29 11:22:53,955 - mmaction - INFO - Epoch [16][1500/3757] lr: 1.000e-02, eta: 1 day, 22:16:35, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7055, loss_cls: 2.3850, loss: 2.3850, grad_norm: 4.0611 2021-01-29 11:22:59,171 - mmaction - INFO - Epoch [16][1520/3757] lr: 1.000e-02, eta: 1 day, 22:15:55, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6867, loss_cls: 2.4240, loss: 2.4240, grad_norm: 4.0096 2021-01-29 11:23:04,516 - mmaction - INFO - Epoch [16][1540/3757] lr: 1.000e-02, eta: 1 day, 22:15:17, time: 0.268, data_time: 0.003, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6922, loss_cls: 2.4065, loss: 2.4065, grad_norm: 4.2671 2021-01-29 11:23:09,437 - mmaction - INFO - Epoch [16][1560/3757] lr: 1.000e-02, eta: 1 day, 22:14:36, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6898, loss_cls: 2.4198, loss: 2.4198, grad_norm: 4.0294 2021-01-29 11:23:14,743 - mmaction - INFO - Epoch [16][1580/3757] lr: 1.000e-02, eta: 1 day, 22:13:57, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7039, loss_cls: 2.3805, loss: 2.3805, grad_norm: 3.8941 2021-01-29 11:23:20,459 - mmaction - INFO - Epoch [16][1600/3757] lr: 1.000e-02, eta: 1 day, 22:13:20, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6797, loss_cls: 2.4744, loss: 2.4744, grad_norm: 3.9247 2021-01-29 11:23:26,130 - mmaction - INFO - Epoch [16][1620/3757] lr: 1.000e-02, eta: 1 day, 22:12:44, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.3121, loss: 2.3121, grad_norm: 4.0793 2021-01-29 11:23:31,792 - mmaction - INFO - Epoch [16][1640/3757] lr: 1.000e-02, eta: 1 day, 22:12:07, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4477, top5_acc: 0.7109, loss_cls: 2.3617, loss: 2.3617, grad_norm: 4.1016 2021-01-29 11:23:36,829 - mmaction - INFO - Epoch [16][1660/3757] lr: 1.000e-02, eta: 1 day, 22:11:27, time: 0.252, data_time: 0.004, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7094, loss_cls: 2.4109, loss: 2.4109, grad_norm: 3.9426 2021-01-29 11:23:42,624 - mmaction - INFO - Epoch [16][1680/3757] lr: 1.000e-02, eta: 1 day, 22:10:51, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7063, loss_cls: 2.3277, loss: 2.3277, grad_norm: 4.0522 2021-01-29 11:23:47,963 - mmaction - INFO - Epoch [16][1700/3757] lr: 1.000e-02, eta: 1 day, 22:10:12, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7102, loss_cls: 2.4142, loss: 2.4142, grad_norm: 4.0288 2021-01-29 11:23:53,656 - mmaction - INFO - Epoch [16][1720/3757] lr: 1.000e-02, eta: 1 day, 22:09:35, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.3372, loss: 2.3372, grad_norm: 3.8230 2021-01-29 11:23:59,323 - mmaction - INFO - Epoch [16][1740/3757] lr: 1.000e-02, eta: 1 day, 22:08:59, time: 0.283, data_time: 0.021, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7086, loss_cls: 2.3385, loss: 2.3385, grad_norm: 4.1014 2021-01-29 11:24:04,966 - mmaction - INFO - Epoch [16][1760/3757] lr: 1.000e-02, eta: 1 day, 22:08:22, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7047, loss_cls: 2.3930, loss: 2.3930, grad_norm: 4.0006 2021-01-29 11:24:10,856 - mmaction - INFO - Epoch [16][1780/3757] lr: 1.000e-02, eta: 1 day, 22:07:47, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6883, loss_cls: 2.5054, loss: 2.5054, grad_norm: 4.0140 2021-01-29 11:24:16,625 - mmaction - INFO - Epoch [16][1800/3757] lr: 1.000e-02, eta: 1 day, 22:07:10, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7188, loss_cls: 2.3157, loss: 2.3157, grad_norm: 3.8083 2021-01-29 11:24:21,976 - mmaction - INFO - Epoch [16][1820/3757] lr: 1.000e-02, eta: 1 day, 22:06:32, time: 0.268, data_time: 0.004, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7000, loss_cls: 2.3661, loss: 2.3661, grad_norm: 3.9198 2021-01-29 11:24:27,896 - mmaction - INFO - Epoch [16][1840/3757] lr: 1.000e-02, eta: 1 day, 22:05:57, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7023, loss_cls: 2.4013, loss: 2.4013, grad_norm: 4.0698 2021-01-29 11:24:33,497 - mmaction - INFO - Epoch [16][1860/3757] lr: 1.000e-02, eta: 1 day, 22:05:20, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7008, loss_cls: 2.3675, loss: 2.3675, grad_norm: 3.9888 2021-01-29 11:24:39,219 - mmaction - INFO - Epoch [16][1880/3757] lr: 1.000e-02, eta: 1 day, 22:04:44, time: 0.285, data_time: 0.000, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7063, loss_cls: 2.3348, loss: 2.3348, grad_norm: 3.9966 2021-01-29 11:24:44,440 - mmaction - INFO - Epoch [16][1900/3757] lr: 1.000e-02, eta: 1 day, 22:04:05, time: 0.262, data_time: 0.003, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7148, loss_cls: 2.3641, loss: 2.3641, grad_norm: 4.0273 2021-01-29 11:24:50,477 - mmaction - INFO - Epoch [16][1920/3757] lr: 1.000e-02, eta: 1 day, 22:03:30, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7133, loss_cls: 2.3070, loss: 2.3070, grad_norm: 4.0657 2021-01-29 11:24:55,682 - mmaction - INFO - Epoch [16][1940/3757] lr: 1.000e-02, eta: 1 day, 22:02:51, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.3534, loss: 2.3534, grad_norm: 4.0549 2021-01-29 11:25:02,139 - mmaction - INFO - Epoch [16][1960/3757] lr: 1.000e-02, eta: 1 day, 22:02:19, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7156, loss_cls: 2.3233, loss: 2.3233, grad_norm: 3.9491 2021-01-29 11:25:07,394 - mmaction - INFO - Epoch [16][1980/3757] lr: 1.000e-02, eta: 1 day, 22:01:40, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6820, loss_cls: 2.5057, loss: 2.5057, grad_norm: 4.1002 2021-01-29 11:25:13,456 - mmaction - INFO - Epoch [16][2000/3757] lr: 1.000e-02, eta: 1 day, 22:01:06, time: 0.306, data_time: 0.005, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6922, loss_cls: 2.4473, loss: 2.4473, grad_norm: 4.0421 2021-01-29 11:25:18,626 - mmaction - INFO - Epoch [16][2020/3757] lr: 1.000e-02, eta: 1 day, 22:00:27, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7148, loss_cls: 2.3889, loss: 2.3889, grad_norm: 4.0437 2021-01-29 11:25:24,264 - mmaction - INFO - Epoch [16][2040/3757] lr: 1.000e-02, eta: 1 day, 21:59:51, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.4406, top5_acc: 0.7117, loss_cls: 2.3702, loss: 2.3702, grad_norm: 4.0154 2021-01-29 11:25:30,078 - mmaction - INFO - Epoch [16][2060/3757] lr: 1.000e-02, eta: 1 day, 21:59:15, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6875, loss_cls: 2.4694, loss: 2.4694, grad_norm: 4.0974 2021-01-29 11:25:35,429 - mmaction - INFO - Epoch [16][2080/3757] lr: 1.000e-02, eta: 1 day, 21:58:37, time: 0.267, data_time: 0.004, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7086, loss_cls: 2.3810, loss: 2.3810, grad_norm: 4.1135 2021-01-29 11:25:41,148 - mmaction - INFO - Epoch [16][2100/3757] lr: 1.000e-02, eta: 1 day, 21:58:01, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6852, loss_cls: 2.4629, loss: 2.4629, grad_norm: 4.0097 2021-01-29 11:25:46,427 - mmaction - INFO - Epoch [16][2120/3757] lr: 1.000e-02, eta: 1 day, 21:57:23, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7055, loss_cls: 2.3918, loss: 2.3918, grad_norm: 3.9009 2021-01-29 11:25:52,228 - mmaction - INFO - Epoch [16][2140/3757] lr: 1.000e-02, eta: 1 day, 21:56:47, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6969, loss_cls: 2.4405, loss: 2.4405, grad_norm: 4.0687 2021-01-29 11:25:58,389 - mmaction - INFO - Epoch [16][2160/3757] lr: 1.000e-02, eta: 1 day, 21:56:14, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4359, top5_acc: 0.7031, loss_cls: 2.4463, loss: 2.4463, grad_norm: 4.0221 2021-01-29 11:26:03,591 - mmaction - INFO - Epoch [16][2180/3757] lr: 1.000e-02, eta: 1 day, 21:55:35, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3484, loss: 2.3484, grad_norm: 3.9667 2021-01-29 11:26:09,494 - mmaction - INFO - Epoch [16][2200/3757] lr: 1.000e-02, eta: 1 day, 21:55:00, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6984, loss_cls: 2.3515, loss: 2.3515, grad_norm: 3.9653 2021-01-29 11:26:14,470 - mmaction - INFO - Epoch [16][2220/3757] lr: 1.000e-02, eta: 1 day, 21:54:20, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.3039, loss: 2.3039, grad_norm: 4.1453 2021-01-29 11:26:19,861 - mmaction - INFO - Epoch [16][2240/3757] lr: 1.000e-02, eta: 1 day, 21:53:42, time: 0.269, data_time: 0.006, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7227, loss_cls: 2.3705, loss: 2.3705, grad_norm: 4.0486 2021-01-29 11:26:25,685 - mmaction - INFO - Epoch [16][2260/3757] lr: 1.000e-02, eta: 1 day, 21:53:07, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6734, loss_cls: 2.4987, loss: 2.4987, grad_norm: 4.0519 2021-01-29 11:26:31,393 - mmaction - INFO - Epoch [16][2280/3757] lr: 1.000e-02, eta: 1 day, 21:52:31, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6937, loss_cls: 2.4370, loss: 2.4370, grad_norm: 3.9245 2021-01-29 11:26:36,901 - mmaction - INFO - Epoch [16][2300/3757] lr: 1.000e-02, eta: 1 day, 21:51:54, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.3298, loss: 2.3298, grad_norm: 4.0747 2021-01-29 11:26:41,932 - mmaction - INFO - Epoch [16][2320/3757] lr: 1.000e-02, eta: 1 day, 21:51:15, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4012, loss: 2.4012, grad_norm: 4.1055 2021-01-29 11:26:47,626 - mmaction - INFO - Epoch [16][2340/3757] lr: 1.000e-02, eta: 1 day, 21:50:39, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7008, loss_cls: 2.3408, loss: 2.3408, grad_norm: 4.0015 2021-01-29 11:26:52,876 - mmaction - INFO - Epoch [16][2360/3757] lr: 1.000e-02, eta: 1 day, 21:50:00, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6891, loss_cls: 2.4772, loss: 2.4772, grad_norm: 3.9619 2021-01-29 11:26:58,250 - mmaction - INFO - Epoch [16][2380/3757] lr: 1.000e-02, eta: 1 day, 21:49:23, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6719, loss_cls: 2.5210, loss: 2.5210, grad_norm: 3.9886 2021-01-29 11:27:03,603 - mmaction - INFO - Epoch [16][2400/3757] lr: 1.000e-02, eta: 1 day, 21:48:45, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7109, loss_cls: 2.3978, loss: 2.3978, grad_norm: 3.9658 2021-01-29 11:27:09,479 - mmaction - INFO - Epoch [16][2420/3757] lr: 1.000e-02, eta: 1 day, 21:48:10, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7102, loss_cls: 2.3785, loss: 2.3785, grad_norm: 4.0161 2021-01-29 11:27:15,662 - mmaction - INFO - Epoch [16][2440/3757] lr: 1.000e-02, eta: 1 day, 21:47:37, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.3959, loss: 2.3959, grad_norm: 3.9945 2021-01-29 11:27:21,352 - mmaction - INFO - Epoch [16][2460/3757] lr: 1.000e-02, eta: 1 day, 21:47:01, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.6766, loss_cls: 2.4789, loss: 2.4789, grad_norm: 3.8369 2021-01-29 11:27:27,000 - mmaction - INFO - Epoch [16][2480/3757] lr: 1.000e-02, eta: 1 day, 21:46:25, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.3408, loss: 2.3408, grad_norm: 4.0520 2021-01-29 11:27:31,976 - mmaction - INFO - Epoch [16][2500/3757] lr: 1.000e-02, eta: 1 day, 21:45:46, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.6969, loss_cls: 2.4018, loss: 2.4018, grad_norm: 3.9788 2021-01-29 11:27:37,747 - mmaction - INFO - Epoch [16][2520/3757] lr: 1.000e-02, eta: 1 day, 21:45:10, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7086, loss_cls: 2.3758, loss: 2.3758, grad_norm: 4.0417 2021-01-29 11:27:43,568 - mmaction - INFO - Epoch [16][2540/3757] lr: 1.000e-02, eta: 1 day, 21:44:35, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7078, loss_cls: 2.4430, loss: 2.4430, grad_norm: 4.0389 2021-01-29 11:27:49,234 - mmaction - INFO - Epoch [16][2560/3757] lr: 1.000e-02, eta: 1 day, 21:44:00, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3473, loss: 2.3473, grad_norm: 4.0052 2021-01-29 11:27:54,820 - mmaction - INFO - Epoch [16][2580/3757] lr: 1.000e-02, eta: 1 day, 21:43:23, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7086, loss_cls: 2.3678, loss: 2.3678, grad_norm: 3.9134 2021-01-29 11:28:00,711 - mmaction - INFO - Epoch [16][2600/3757] lr: 1.000e-02, eta: 1 day, 21:42:49, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7188, loss_cls: 2.3544, loss: 2.3544, grad_norm: 4.0928 2021-01-29 11:28:06,222 - mmaction - INFO - Epoch [16][2620/3757] lr: 1.000e-02, eta: 1 day, 21:42:12, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6859, loss_cls: 2.4690, loss: 2.4690, grad_norm: 4.0977 2021-01-29 11:28:11,763 - mmaction - INFO - Epoch [16][2640/3757] lr: 1.000e-02, eta: 1 day, 21:41:36, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6937, loss_cls: 2.4181, loss: 2.4181, grad_norm: 5.4582 2021-01-29 11:28:17,323 - mmaction - INFO - Epoch [16][2660/3757] lr: 1.000e-02, eta: 1 day, 21:40:59, time: 0.278, data_time: 0.041, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6914, loss_cls: 2.4661, loss: 2.4661, grad_norm: 4.2835 2021-01-29 11:28:23,116 - mmaction - INFO - Epoch [16][2680/3757] lr: 1.000e-02, eta: 1 day, 21:40:24, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6750, loss_cls: 2.4716, loss: 2.4716, grad_norm: 3.8737 2021-01-29 11:28:28,805 - mmaction - INFO - Epoch [16][2700/3757] lr: 1.000e-02, eta: 1 day, 21:39:49, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7070, loss_cls: 2.3464, loss: 2.3464, grad_norm: 4.0235 2021-01-29 11:28:34,340 - mmaction - INFO - Epoch [16][2720/3757] lr: 1.000e-02, eta: 1 day, 21:39:12, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.3971, loss: 2.3971, grad_norm: 3.9623 2021-01-29 11:28:40,018 - mmaction - INFO - Epoch [16][2740/3757] lr: 1.000e-02, eta: 1 day, 21:38:37, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4602, top5_acc: 0.6953, loss_cls: 2.4168, loss: 2.4168, grad_norm: 4.2153 2021-01-29 11:28:45,373 - mmaction - INFO - Epoch [16][2760/3757] lr: 1.000e-02, eta: 1 day, 21:38:00, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.6984, loss_cls: 2.4157, loss: 2.4157, grad_norm: 4.0094 2021-01-29 11:28:51,614 - mmaction - INFO - Epoch [16][2780/3757] lr: 1.000e-02, eta: 1 day, 21:37:27, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6781, loss_cls: 2.5692, loss: 2.5692, grad_norm: 4.2018 2021-01-29 11:28:57,269 - mmaction - INFO - Epoch [16][2800/3757] lr: 1.000e-02, eta: 1 day, 21:36:51, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6953, loss_cls: 2.4617, loss: 2.4617, grad_norm: 4.0084 2021-01-29 11:29:03,069 - mmaction - INFO - Epoch [16][2820/3757] lr: 1.000e-02, eta: 1 day, 21:36:17, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.4383, top5_acc: 0.7016, loss_cls: 2.4276, loss: 2.4276, grad_norm: 4.1455 2021-01-29 11:29:09,252 - mmaction - INFO - Epoch [16][2840/3757] lr: 1.000e-02, eta: 1 day, 21:35:44, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.4375, top5_acc: 0.6766, loss_cls: 2.4823, loss: 2.4823, grad_norm: 3.9531 2021-01-29 11:29:14,567 - mmaction - INFO - Epoch [16][2860/3757] lr: 1.000e-02, eta: 1 day, 21:35:06, time: 0.266, data_time: 0.003, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6859, loss_cls: 2.4931, loss: 2.4931, grad_norm: 3.9790 2021-01-29 11:29:20,581 - mmaction - INFO - Epoch [16][2880/3757] lr: 1.000e-02, eta: 1 day, 21:34:33, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6828, loss_cls: 2.5103, loss: 2.5103, grad_norm: 4.0411 2021-01-29 11:29:25,686 - mmaction - INFO - Epoch [16][2900/3757] lr: 1.000e-02, eta: 1 day, 21:33:54, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6937, loss_cls: 2.4558, loss: 2.4558, grad_norm: 3.9589 2021-01-29 11:29:31,169 - mmaction - INFO - Epoch [16][2920/3757] lr: 1.000e-02, eta: 1 day, 21:33:18, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7164, loss_cls: 2.3457, loss: 2.3457, grad_norm: 4.0864 2021-01-29 11:29:36,644 - mmaction - INFO - Epoch [16][2940/3757] lr: 1.000e-02, eta: 1 day, 21:32:41, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7180, loss_cls: 2.3197, loss: 2.3197, grad_norm: 3.9696 2021-01-29 11:29:41,904 - mmaction - INFO - Epoch [16][2960/3757] lr: 1.000e-02, eta: 1 day, 21:32:04, time: 0.262, data_time: 0.000, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6875, loss_cls: 2.4228, loss: 2.4228, grad_norm: 3.9774 2021-01-29 11:29:47,980 - mmaction - INFO - Epoch [16][2980/3757] lr: 1.000e-02, eta: 1 day, 21:31:31, time: 0.304, data_time: 0.004, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.5203, loss: 2.5203, grad_norm: 3.9306 2021-01-29 11:29:53,961 - mmaction - INFO - Epoch [16][3000/3757] lr: 1.000e-02, eta: 1 day, 21:30:57, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7094, loss_cls: 2.3984, loss: 2.3984, grad_norm: 3.9479 2021-01-29 11:29:59,638 - mmaction - INFO - Epoch [16][3020/3757] lr: 1.000e-02, eta: 1 day, 21:30:22, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.6891, loss_cls: 2.3692, loss: 2.3692, grad_norm: 3.8527 2021-01-29 11:30:04,945 - mmaction - INFO - Epoch [16][3040/3757] lr: 1.000e-02, eta: 1 day, 21:29:44, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7063, loss_cls: 2.3725, loss: 2.3725, grad_norm: 3.9611 2021-01-29 11:30:10,739 - mmaction - INFO - Epoch [16][3060/3757] lr: 1.000e-02, eta: 1 day, 21:29:10, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7188, loss_cls: 2.3736, loss: 2.3736, grad_norm: 3.9697 2021-01-29 11:30:16,327 - mmaction - INFO - Epoch [16][3080/3757] lr: 1.000e-02, eta: 1 day, 21:28:34, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7164, loss_cls: 2.3636, loss: 2.3636, grad_norm: 3.8897 2021-01-29 11:30:22,805 - mmaction - INFO - Epoch [16][3100/3757] lr: 1.000e-02, eta: 1 day, 21:28:03, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3145, loss: 2.3145, grad_norm: 3.9826 2021-01-29 11:30:28,772 - mmaction - INFO - Epoch [16][3120/3757] lr: 1.000e-02, eta: 1 day, 21:27:29, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.6945, loss_cls: 2.3994, loss: 2.3994, grad_norm: 3.9103 2021-01-29 11:30:33,674 - mmaction - INFO - Epoch [16][3140/3757] lr: 1.000e-02, eta: 1 day, 21:26:50, time: 0.245, data_time: 0.003, memory: 3385, top1_acc: 0.4508, top5_acc: 0.6977, loss_cls: 2.3614, loss: 2.3614, grad_norm: 3.9967 2021-01-29 11:30:39,258 - mmaction - INFO - Epoch [16][3160/3757] lr: 1.000e-02, eta: 1 day, 21:26:14, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4461, loss: 2.4461, grad_norm: 3.9648 2021-01-29 11:30:44,980 - mmaction - INFO - Epoch [16][3180/3757] lr: 1.000e-02, eta: 1 day, 21:25:39, time: 0.287, data_time: 0.005, memory: 3385, top1_acc: 0.4508, top5_acc: 0.6914, loss_cls: 2.3946, loss: 2.3946, grad_norm: 4.0866 2021-01-29 11:30:50,554 - mmaction - INFO - Epoch [16][3200/3757] lr: 1.000e-02, eta: 1 day, 21:25:04, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7172, loss_cls: 2.2873, loss: 2.2873, grad_norm: 4.0203 2021-01-29 11:30:56,264 - mmaction - INFO - Epoch [16][3220/3757] lr: 1.000e-02, eta: 1 day, 21:24:29, time: 0.288, data_time: 0.004, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7039, loss_cls: 2.3965, loss: 2.3965, grad_norm: 3.9253 2021-01-29 11:31:01,356 - mmaction - INFO - Epoch [16][3240/3757] lr: 1.000e-02, eta: 1 day, 21:23:51, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7016, loss_cls: 2.3996, loss: 2.3996, grad_norm: 3.9177 2021-01-29 11:31:07,248 - mmaction - INFO - Epoch [16][3260/3757] lr: 1.000e-02, eta: 1 day, 21:23:17, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4156, top5_acc: 0.6906, loss_cls: 2.5354, loss: 2.5354, grad_norm: 4.0328 2021-01-29 11:31:13,038 - mmaction - INFO - Epoch [16][3280/3757] lr: 1.000e-02, eta: 1 day, 21:22:42, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6984, loss_cls: 2.4128, loss: 2.4128, grad_norm: 3.9298 2021-01-29 11:31:18,949 - mmaction - INFO - Epoch [16][3300/3757] lr: 1.000e-02, eta: 1 day, 21:22:09, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7047, loss_cls: 2.4125, loss: 2.4125, grad_norm: 3.9200 2021-01-29 11:31:24,775 - mmaction - INFO - Epoch [16][3320/3757] lr: 1.000e-02, eta: 1 day, 21:21:34, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.3640, loss: 2.3640, grad_norm: 4.0000 2021-01-29 11:31:30,203 - mmaction - INFO - Epoch [16][3340/3757] lr: 1.000e-02, eta: 1 day, 21:20:58, time: 0.271, data_time: 0.003, memory: 3385, top1_acc: 0.4430, top5_acc: 0.7031, loss_cls: 2.3942, loss: 2.3942, grad_norm: 4.1162 2021-01-29 11:31:35,845 - mmaction - INFO - Epoch [16][3360/3757] lr: 1.000e-02, eta: 1 day, 21:20:23, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7070, loss_cls: 2.3910, loss: 2.3910, grad_norm: 3.9893 2021-01-29 11:31:41,495 - mmaction - INFO - Epoch [16][3380/3757] lr: 1.000e-02, eta: 1 day, 21:19:48, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3111, loss: 2.3111, grad_norm: 3.9305 2021-01-29 11:31:47,557 - mmaction - INFO - Epoch [16][3400/3757] lr: 1.000e-02, eta: 1 day, 21:19:15, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.2983, loss: 2.2983, grad_norm: 3.9706 2021-01-29 11:31:53,165 - mmaction - INFO - Epoch [16][3420/3757] lr: 1.000e-02, eta: 1 day, 21:18:40, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.4461, top5_acc: 0.7000, loss_cls: 2.3996, loss: 2.3996, grad_norm: 4.0134 2021-01-29 11:31:58,808 - mmaction - INFO - Epoch [16][3440/3757] lr: 1.000e-02, eta: 1 day, 21:18:04, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.4240, loss: 2.4240, grad_norm: 3.9596 2021-01-29 11:32:04,601 - mmaction - INFO - Epoch [16][3460/3757] lr: 1.000e-02, eta: 1 day, 21:17:30, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7188, loss_cls: 2.2942, loss: 2.2942, grad_norm: 3.9781 2021-01-29 11:32:10,914 - mmaction - INFO - Epoch [16][3480/3757] lr: 1.000e-02, eta: 1 day, 21:16:59, time: 0.316, data_time: 0.003, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7023, loss_cls: 2.3682, loss: 2.3682, grad_norm: 4.1816 2021-01-29 11:32:16,287 - mmaction - INFO - Epoch [16][3500/3757] lr: 1.000e-02, eta: 1 day, 21:16:22, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7023, loss_cls: 2.4338, loss: 2.4338, grad_norm: 3.9355 2021-01-29 11:32:21,643 - mmaction - INFO - Epoch [16][3520/3757] lr: 1.000e-02, eta: 1 day, 21:15:46, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4508, top5_acc: 0.6898, loss_cls: 2.4244, loss: 2.4244, grad_norm: 4.1101 2021-01-29 11:32:27,690 - mmaction - INFO - Epoch [16][3540/3757] lr: 1.000e-02, eta: 1 day, 21:15:13, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4406, top5_acc: 0.6992, loss_cls: 2.3889, loss: 2.3889, grad_norm: 3.9089 2021-01-29 11:32:33,412 - mmaction - INFO - Epoch [16][3560/3757] lr: 1.000e-02, eta: 1 day, 21:14:38, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7227, loss_cls: 2.3484, loss: 2.3484, grad_norm: 3.9873 2021-01-29 11:32:38,592 - mmaction - INFO - Epoch [16][3580/3757] lr: 1.000e-02, eta: 1 day, 21:14:01, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.4477, top5_acc: 0.7188, loss_cls: 2.3866, loss: 2.3866, grad_norm: 5.4363 2021-01-29 11:32:44,551 - mmaction - INFO - Epoch [16][3600/3757] lr: 1.000e-02, eta: 1 day, 21:13:28, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7055, loss_cls: 2.4189, loss: 2.4189, grad_norm: 4.1615 2021-01-29 11:32:49,849 - mmaction - INFO - Epoch [16][3620/3757] lr: 1.000e-02, eta: 1 day, 21:12:51, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6836, loss_cls: 2.4643, loss: 2.4643, grad_norm: 4.0860 2021-01-29 11:32:55,489 - mmaction - INFO - Epoch [16][3640/3757] lr: 1.000e-02, eta: 1 day, 21:12:16, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4211, top5_acc: 0.6789, loss_cls: 2.5093, loss: 2.5093, grad_norm: 4.1474 2021-01-29 11:33:01,556 - mmaction - INFO - Epoch [16][3660/3757] lr: 1.000e-02, eta: 1 day, 21:11:44, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7047, loss_cls: 2.3820, loss: 2.3820, grad_norm: 3.9644 2021-01-29 11:33:07,400 - mmaction - INFO - Epoch [16][3680/3757] lr: 1.000e-02, eta: 1 day, 21:11:10, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7195, loss_cls: 2.3182, loss: 2.3182, grad_norm: 4.0507 2021-01-29 11:33:12,313 - mmaction - INFO - Epoch [16][3700/3757] lr: 1.000e-02, eta: 1 day, 21:10:31, time: 0.245, data_time: 0.002, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7023, loss_cls: 2.4405, loss: 2.4405, grad_norm: 3.9780 2021-01-29 11:33:18,199 - mmaction - INFO - Epoch [16][3720/3757] lr: 1.000e-02, eta: 1 day, 21:09:58, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.7055, loss_cls: 2.3941, loss: 2.3941, grad_norm: 3.9867 2021-01-29 11:33:23,643 - mmaction - INFO - Epoch [16][3740/3757] lr: 1.000e-02, eta: 1 day, 21:09:22, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6891, loss_cls: 2.4233, loss: 2.4233, grad_norm: 3.9833 2021-01-29 11:33:56,647 - mmaction - INFO - Saving checkpoint at 16 epochs 2021-01-29 11:49:04,686 - mmaction - INFO - Epoch [17][20/3757] lr: 1.000e-02, eta: 1 day, 22:26:43, time: 45.352, data_time: 44.613, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.2889, loss: 2.2889, grad_norm: 4.0697 2021-01-29 11:49:08,976 - mmaction - INFO - Epoch [17][40/3757] lr: 1.000e-02, eta: 1 day, 22:26:00, time: 0.222, data_time: 0.017, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7164, loss_cls: 2.3700, loss: 2.3700, grad_norm: 4.0723 2021-01-29 11:49:13,117 - mmaction - INFO - Epoch [17][60/3757] lr: 1.000e-02, eta: 1 day, 22:25:15, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6953, loss_cls: 2.4034, loss: 2.4034, grad_norm: 4.1457 2021-01-29 11:49:17,386 - mmaction - INFO - Epoch [17][80/3757] lr: 1.000e-02, eta: 1 day, 22:24:32, time: 0.213, data_time: 0.006, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.3005, loss: 2.3005, grad_norm: 4.0803 2021-01-29 11:49:21,500 - mmaction - INFO - Epoch [17][100/3757] lr: 1.000e-02, eta: 1 day, 22:23:47, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6797, loss_cls: 2.5253, loss: 2.5253, grad_norm: 4.0650 2021-01-29 11:49:25,756 - mmaction - INFO - Epoch [17][120/3757] lr: 1.000e-02, eta: 1 day, 22:23:03, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7070, loss_cls: 2.2880, loss: 2.2880, grad_norm: 4.0554 2021-01-29 11:49:29,921 - mmaction - INFO - Epoch [17][140/3757] lr: 1.000e-02, eta: 1 day, 22:22:19, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4383, top5_acc: 0.7086, loss_cls: 2.4156, loss: 2.4156, grad_norm: 4.1081 2021-01-29 11:49:34,130 - mmaction - INFO - Epoch [17][160/3757] lr: 1.000e-02, eta: 1 day, 22:21:35, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7266, loss_cls: 2.3064, loss: 2.3064, grad_norm: 4.0383 2021-01-29 11:49:38,313 - mmaction - INFO - Epoch [17][180/3757] lr: 1.000e-02, eta: 1 day, 22:20:51, time: 0.210, data_time: 0.003, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7023, loss_cls: 2.2886, loss: 2.2886, grad_norm: 4.0816 2021-01-29 11:49:42,419 - mmaction - INFO - Epoch [17][200/3757] lr: 1.000e-02, eta: 1 day, 22:20:07, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7109, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.9982 2021-01-29 11:49:46,717 - mmaction - INFO - Epoch [17][220/3757] lr: 1.000e-02, eta: 1 day, 22:19:23, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7234, loss_cls: 2.3350, loss: 2.3350, grad_norm: 7.0051 2021-01-29 11:49:50,866 - mmaction - INFO - Epoch [17][240/3757] lr: 1.000e-02, eta: 1 day, 22:18:39, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4086, top5_acc: 0.6766, loss_cls: 2.5513, loss: 2.5513, grad_norm: 4.3316 2021-01-29 11:49:55,128 - mmaction - INFO - Epoch [17][260/3757] lr: 1.000e-02, eta: 1 day, 22:17:56, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7164, loss_cls: 2.3648, loss: 2.3648, grad_norm: 4.2025 2021-01-29 11:49:59,302 - mmaction - INFO - Epoch [17][280/3757] lr: 1.000e-02, eta: 1 day, 22:17:12, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7000, loss_cls: 2.4032, loss: 2.4032, grad_norm: 3.8922 2021-01-29 11:50:03,438 - mmaction - INFO - Epoch [17][300/3757] lr: 1.000e-02, eta: 1 day, 22:16:27, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6922, loss_cls: 2.4236, loss: 2.4236, grad_norm: 3.9350 2021-01-29 11:50:07,873 - mmaction - INFO - Epoch [17][320/3757] lr: 1.000e-02, eta: 1 day, 22:15:45, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4297, loss: 2.4297, grad_norm: 3.9721 2021-01-29 11:50:12,084 - mmaction - INFO - Epoch [17][340/3757] lr: 1.000e-02, eta: 1 day, 22:15:01, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7227, loss_cls: 2.3379, loss: 2.3379, grad_norm: 4.0634 2021-01-29 11:50:16,413 - mmaction - INFO - Epoch [17][360/3757] lr: 1.000e-02, eta: 1 day, 22:14:18, time: 0.216, data_time: 0.000, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7070, loss_cls: 2.3740, loss: 2.3740, grad_norm: 4.0624 2021-01-29 11:50:20,696 - mmaction - INFO - Epoch [17][380/3757] lr: 1.000e-02, eta: 1 day, 22:13:35, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.6922, loss_cls: 2.3882, loss: 2.3882, grad_norm: 3.9403 2021-01-29 11:50:24,995 - mmaction - INFO - Epoch [17][400/3757] lr: 1.000e-02, eta: 1 day, 22:12:52, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7180, loss_cls: 2.2808, loss: 2.2808, grad_norm: 3.9876 2021-01-29 11:50:29,187 - mmaction - INFO - Epoch [17][420/3757] lr: 1.000e-02, eta: 1 day, 22:12:08, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6992, loss_cls: 2.4137, loss: 2.4137, grad_norm: 4.0117 2021-01-29 11:50:33,474 - mmaction - INFO - Epoch [17][440/3757] lr: 1.000e-02, eta: 1 day, 22:11:25, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7148, loss_cls: 2.3667, loss: 2.3667, grad_norm: 3.9520 2021-01-29 11:50:37,954 - mmaction - INFO - Epoch [17][460/3757] lr: 1.000e-02, eta: 1 day, 22:10:43, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.6992, loss_cls: 2.3755, loss: 2.3755, grad_norm: 4.0150 2021-01-29 11:50:42,509 - mmaction - INFO - Epoch [17][480/3757] lr: 1.000e-02, eta: 1 day, 22:10:01, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.7133, loss_cls: 2.3695, loss: 2.3695, grad_norm: 4.1262 2021-01-29 11:50:46,955 - mmaction - INFO - Epoch [17][500/3757] lr: 1.000e-02, eta: 1 day, 22:09:19, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7117, loss_cls: 2.3429, loss: 2.3429, grad_norm: 3.9100 2021-01-29 11:50:51,745 - mmaction - INFO - Epoch [17][520/3757] lr: 1.000e-02, eta: 1 day, 22:08:38, time: 0.240, data_time: 0.002, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6953, loss_cls: 2.4271, loss: 2.4271, grad_norm: 4.0379 2021-01-29 11:50:57,002 - mmaction - INFO - Epoch [17][540/3757] lr: 1.000e-02, eta: 1 day, 22:08:00, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7141, loss_cls: 2.3707, loss: 2.3707, grad_norm: 4.0457 2021-01-29 11:51:01,830 - mmaction - INFO - Epoch [17][560/3757] lr: 1.000e-02, eta: 1 day, 22:07:20, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7109, loss_cls: 2.3842, loss: 2.3842, grad_norm: 4.1557 2021-01-29 11:51:06,428 - mmaction - INFO - Epoch [17][580/3757] lr: 1.000e-02, eta: 1 day, 22:06:39, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6891, loss_cls: 2.4340, loss: 2.4340, grad_norm: 3.9238 2021-01-29 11:51:11,576 - mmaction - INFO - Epoch [17][600/3757] lr: 1.000e-02, eta: 1 day, 22:06:00, time: 0.257, data_time: 0.003, memory: 3385, top1_acc: 0.4742, top5_acc: 0.6969, loss_cls: 2.3448, loss: 2.3448, grad_norm: 4.0330 2021-01-29 11:51:16,892 - mmaction - INFO - Epoch [17][620/3757] lr: 1.000e-02, eta: 1 day, 22:05:22, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.3285, loss: 2.3285, grad_norm: 4.0226 2021-01-29 11:51:22,044 - mmaction - INFO - Epoch [17][640/3757] lr: 1.000e-02, eta: 1 day, 22:04:44, time: 0.261, data_time: 0.006, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7172, loss_cls: 2.3638, loss: 2.3638, grad_norm: 4.0118 2021-01-29 11:51:26,512 - mmaction - INFO - Epoch [17][660/3757] lr: 1.000e-02, eta: 1 day, 22:04:02, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7063, loss_cls: 2.3469, loss: 2.3469, grad_norm: 3.9861 2021-01-29 11:51:31,327 - mmaction - INFO - Epoch [17][680/3757] lr: 1.000e-02, eta: 1 day, 22:03:22, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6758, loss_cls: 2.5122, loss: 2.5122, grad_norm: 3.9771 2021-01-29 11:51:36,000 - mmaction - INFO - Epoch [17][700/3757] lr: 1.000e-02, eta: 1 day, 22:02:41, time: 0.234, data_time: 0.004, memory: 3385, top1_acc: 0.4375, top5_acc: 0.7102, loss_cls: 2.3813, loss: 2.3813, grad_norm: 3.9213 2021-01-29 11:51:40,765 - mmaction - INFO - Epoch [17][720/3757] lr: 1.000e-02, eta: 1 day, 22:02:01, time: 0.238, data_time: 0.002, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7047, loss_cls: 2.3971, loss: 2.3971, grad_norm: 3.9714 2021-01-29 11:51:45,871 - mmaction - INFO - Epoch [17][740/3757] lr: 1.000e-02, eta: 1 day, 22:01:22, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7461, loss_cls: 2.2013, loss: 2.2013, grad_norm: 3.9913 2021-01-29 11:51:51,318 - mmaction - INFO - Epoch [17][760/3757] lr: 1.000e-02, eta: 1 day, 22:00:45, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7102, loss_cls: 2.3865, loss: 2.3865, grad_norm: 4.0348 2021-01-29 11:51:56,616 - mmaction - INFO - Epoch [17][780/3757] lr: 1.000e-02, eta: 1 day, 22:00:08, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.4428, loss: 2.4428, grad_norm: 4.0491 2021-01-29 11:52:01,315 - mmaction - INFO - Epoch [17][800/3757] lr: 1.000e-02, eta: 1 day, 21:59:27, time: 0.236, data_time: 0.002, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6820, loss_cls: 2.4960, loss: 2.4960, grad_norm: 3.9950 2021-01-29 11:52:06,259 - mmaction - INFO - Epoch [17][820/3757] lr: 1.000e-02, eta: 1 day, 21:58:48, time: 0.247, data_time: 0.000, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7211, loss_cls: 2.2763, loss: 2.2763, grad_norm: 3.9756 2021-01-29 11:52:11,692 - mmaction - INFO - Epoch [17][840/3757] lr: 1.000e-02, eta: 1 day, 21:58:11, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7102, loss_cls: 2.3540, loss: 2.3540, grad_norm: 7.3640 2021-01-29 11:52:16,727 - mmaction - INFO - Epoch [17][860/3757] lr: 1.000e-02, eta: 1 day, 21:57:32, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6766, loss_cls: 2.5511, loss: 2.5511, grad_norm: 4.1828 2021-01-29 11:52:22,029 - mmaction - INFO - Epoch [17][880/3757] lr: 1.000e-02, eta: 1 day, 21:56:55, time: 0.267, data_time: 0.005, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7430, loss_cls: 2.2078, loss: 2.2078, grad_norm: 3.9837 2021-01-29 11:52:26,944 - mmaction - INFO - Epoch [17][900/3757] lr: 1.000e-02, eta: 1 day, 21:56:15, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7055, loss_cls: 2.3179, loss: 2.3179, grad_norm: 3.9960 2021-01-29 11:52:32,890 - mmaction - INFO - Epoch [17][920/3757] lr: 1.000e-02, eta: 1 day, 21:55:41, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7055, loss_cls: 2.3728, loss: 2.3728, grad_norm: 3.9560 2021-01-29 11:52:38,852 - mmaction - INFO - Epoch [17][940/3757] lr: 1.000e-02, eta: 1 day, 21:55:08, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7148, loss_cls: 2.3237, loss: 2.3237, grad_norm: 4.0615 2021-01-29 11:52:44,086 - mmaction - INFO - Epoch [17][960/3757] lr: 1.000e-02, eta: 1 day, 21:54:30, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4328, top5_acc: 0.6875, loss_cls: 2.4844, loss: 2.4844, grad_norm: 3.9193 2021-01-29 11:52:49,744 - mmaction - INFO - Epoch [17][980/3757] lr: 1.000e-02, eta: 1 day, 21:53:54, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7086, loss_cls: 2.3144, loss: 2.3144, grad_norm: 4.2421 2021-01-29 11:52:55,173 - mmaction - INFO - Epoch [17][1000/3757] lr: 1.000e-02, eta: 1 day, 21:53:18, time: 0.275, data_time: 0.007, memory: 3385, top1_acc: 0.4398, top5_acc: 0.7094, loss_cls: 2.4848, loss: 2.4848, grad_norm: 3.9705 2021-01-29 11:53:00,940 - mmaction - INFO - Epoch [17][1020/3757] lr: 1.000e-02, eta: 1 day, 21:52:43, time: 0.288, data_time: 0.000, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6906, loss_cls: 2.4741, loss: 2.4741, grad_norm: 4.0644 2021-01-29 11:53:05,843 - mmaction - INFO - Epoch [17][1040/3757] lr: 1.000e-02, eta: 1 day, 21:52:04, time: 0.245, data_time: 0.004, memory: 3385, top1_acc: 0.4602, top5_acc: 0.6977, loss_cls: 2.3890, loss: 2.3890, grad_norm: 3.9490 2021-01-29 11:53:11,314 - mmaction - INFO - Epoch [17][1060/3757] lr: 1.000e-02, eta: 1 day, 21:51:27, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6828, loss_cls: 2.4844, loss: 2.4844, grad_norm: 4.0748 2021-01-29 11:53:16,273 - mmaction - INFO - Epoch [17][1080/3757] lr: 1.000e-02, eta: 1 day, 21:50:48, time: 0.248, data_time: 0.005, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7023, loss_cls: 2.4101, loss: 2.4101, grad_norm: 4.0229 2021-01-29 11:53:21,876 - mmaction - INFO - Epoch [17][1100/3757] lr: 1.000e-02, eta: 1 day, 21:50:13, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7031, loss_cls: 2.3939, loss: 2.3939, grad_norm: 4.0281 2021-01-29 11:53:26,694 - mmaction - INFO - Epoch [17][1120/3757] lr: 1.000e-02, eta: 1 day, 21:49:33, time: 0.240, data_time: 0.004, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6953, loss_cls: 2.4783, loss: 2.4783, grad_norm: 3.9568 2021-01-29 11:53:32,621 - mmaction - INFO - Epoch [17][1140/3757] lr: 1.000e-02, eta: 1 day, 21:48:59, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7016, loss_cls: 2.3822, loss: 2.3822, grad_norm: 4.0716 2021-01-29 11:53:38,137 - mmaction - INFO - Epoch [17][1160/3757] lr: 1.000e-02, eta: 1 day, 21:48:23, time: 0.276, data_time: 0.004, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7047, loss_cls: 2.3529, loss: 2.3529, grad_norm: 3.8788 2021-01-29 11:53:43,351 - mmaction - INFO - Epoch [17][1180/3757] lr: 1.000e-02, eta: 1 day, 21:47:45, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7172, loss_cls: 2.3664, loss: 2.3664, grad_norm: 4.0668 2021-01-29 11:53:49,409 - mmaction - INFO - Epoch [17][1200/3757] lr: 1.000e-02, eta: 1 day, 21:47:12, time: 0.303, data_time: 0.005, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.3635, loss: 2.3635, grad_norm: 3.9014 2021-01-29 11:53:54,702 - mmaction - INFO - Epoch [17][1220/3757] lr: 1.000e-02, eta: 1 day, 21:46:35, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4258, top5_acc: 0.6922, loss_cls: 2.4486, loss: 2.4486, grad_norm: 3.9612 2021-01-29 11:54:00,683 - mmaction - INFO - Epoch [17][1240/3757] lr: 1.000e-02, eta: 1 day, 21:46:02, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7008, loss_cls: 2.3781, loss: 2.3781, grad_norm: 4.1310 2021-01-29 11:54:06,470 - mmaction - INFO - Epoch [17][1260/3757] lr: 1.000e-02, eta: 1 day, 21:45:27, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7117, loss_cls: 2.3376, loss: 2.3376, grad_norm: 3.9571 2021-01-29 11:54:11,919 - mmaction - INFO - Epoch [17][1280/3757] lr: 1.000e-02, eta: 1 day, 21:44:51, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.3642, loss: 2.3642, grad_norm: 4.0761 2021-01-29 11:54:17,477 - mmaction - INFO - Epoch [17][1300/3757] lr: 1.000e-02, eta: 1 day, 21:44:15, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.6992, loss_cls: 2.3527, loss: 2.3527, grad_norm: 3.8869 2021-01-29 11:54:22,686 - mmaction - INFO - Epoch [17][1320/3757] lr: 1.000e-02, eta: 1 day, 21:43:38, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.3345, loss: 2.3345, grad_norm: 4.0740 2021-01-29 11:54:28,431 - mmaction - INFO - Epoch [17][1340/3757] lr: 1.000e-02, eta: 1 day, 21:43:03, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6984, loss_cls: 2.3664, loss: 2.3664, grad_norm: 4.0200 2021-01-29 11:54:33,766 - mmaction - INFO - Epoch [17][1360/3757] lr: 1.000e-02, eta: 1 day, 21:42:26, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7109, loss_cls: 2.3888, loss: 2.3888, grad_norm: 4.1284 2021-01-29 11:54:38,722 - mmaction - INFO - Epoch [17][1380/3757] lr: 1.000e-02, eta: 1 day, 21:41:48, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.6984, loss_cls: 2.3068, loss: 2.3068, grad_norm: 4.0106 2021-01-29 11:54:44,612 - mmaction - INFO - Epoch [17][1400/3757] lr: 1.000e-02, eta: 1 day, 21:41:14, time: 0.295, data_time: 0.004, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6883, loss_cls: 2.4474, loss: 2.4474, grad_norm: 4.0806 2021-01-29 11:54:49,809 - mmaction - INFO - Epoch [17][1420/3757] lr: 1.000e-02, eta: 1 day, 21:40:36, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7117, loss_cls: 2.3613, loss: 2.3613, grad_norm: 4.0347 2021-01-29 11:54:55,114 - mmaction - INFO - Epoch [17][1440/3757] lr: 1.000e-02, eta: 1 day, 21:40:00, time: 0.266, data_time: 0.005, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6867, loss_cls: 2.4209, loss: 2.4209, grad_norm: 3.9641 2021-01-29 11:55:00,655 - mmaction - INFO - Epoch [17][1460/3757] lr: 1.000e-02, eta: 1 day, 21:39:24, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.2769, loss: 2.2769, grad_norm: 4.0426 2021-01-29 11:55:06,435 - mmaction - INFO - Epoch [17][1480/3757] lr: 1.000e-02, eta: 1 day, 21:38:50, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2692, loss: 2.2692, grad_norm: 3.8766 2021-01-29 11:55:13,315 - mmaction - INFO - Epoch [17][1500/3757] lr: 1.000e-02, eta: 1 day, 21:38:21, time: 0.344, data_time: 0.001, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3351, loss: 2.3351, grad_norm: 3.9176 2021-01-29 11:55:18,361 - mmaction - INFO - Epoch [17][1520/3757] lr: 1.000e-02, eta: 1 day, 21:37:43, time: 0.252, data_time: 0.005, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7188, loss_cls: 2.3235, loss: 2.3235, grad_norm: 3.9881 2021-01-29 11:55:24,126 - mmaction - INFO - Epoch [17][1540/3757] lr: 1.000e-02, eta: 1 day, 21:37:08, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.6977, loss_cls: 2.3788, loss: 2.3788, grad_norm: 3.9103 2021-01-29 11:55:29,599 - mmaction - INFO - Epoch [17][1560/3757] lr: 1.000e-02, eta: 1 day, 21:36:33, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.4641, top5_acc: 0.6930, loss_cls: 2.3925, loss: 2.3925, grad_norm: 3.9065 2021-01-29 11:55:35,381 - mmaction - INFO - Epoch [17][1580/3757] lr: 1.000e-02, eta: 1 day, 21:35:58, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.3757, loss: 2.3757, grad_norm: 3.9622 2021-01-29 11:55:40,667 - mmaction - INFO - Epoch [17][1600/3757] lr: 1.000e-02, eta: 1 day, 21:35:22, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.3324, loss: 2.3324, grad_norm: 3.9888 2021-01-29 11:55:45,908 - mmaction - INFO - Epoch [17][1620/3757] lr: 1.000e-02, eta: 1 day, 21:34:45, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4477, top5_acc: 0.7070, loss_cls: 2.3881, loss: 2.3881, grad_norm: 3.9347 2021-01-29 11:55:51,498 - mmaction - INFO - Epoch [17][1640/3757] lr: 1.000e-02, eta: 1 day, 21:34:09, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7117, loss_cls: 2.2979, loss: 2.2979, grad_norm: 4.0020 2021-01-29 11:55:56,630 - mmaction - INFO - Epoch [17][1660/3757] lr: 1.000e-02, eta: 1 day, 21:33:32, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.6937, loss_cls: 2.3901, loss: 2.3901, grad_norm: 3.8849 2021-01-29 11:56:02,467 - mmaction - INFO - Epoch [17][1680/3757] lr: 1.000e-02, eta: 1 day, 21:32:58, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7000, loss_cls: 2.3503, loss: 2.3503, grad_norm: 4.0566 2021-01-29 11:56:08,174 - mmaction - INFO - Epoch [17][1700/3757] lr: 1.000e-02, eta: 1 day, 21:32:24, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6953, loss_cls: 2.4441, loss: 2.4441, grad_norm: 3.8518 2021-01-29 11:56:14,140 - mmaction - INFO - Epoch [17][1720/3757] lr: 1.000e-02, eta: 1 day, 21:31:50, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.3439, loss: 2.3439, grad_norm: 3.9756 2021-01-29 11:56:19,880 - mmaction - INFO - Epoch [17][1740/3757] lr: 1.000e-02, eta: 1 day, 21:31:16, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4273, top5_acc: 0.6805, loss_cls: 2.4799, loss: 2.4799, grad_norm: 3.9978 2021-01-29 11:56:25,136 - mmaction - INFO - Epoch [17][1760/3757] lr: 1.000e-02, eta: 1 day, 21:30:39, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7008, loss_cls: 2.3417, loss: 2.3417, grad_norm: 4.0496 2021-01-29 11:56:31,262 - mmaction - INFO - Epoch [17][1780/3757] lr: 1.000e-02, eta: 1 day, 21:30:07, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6859, loss_cls: 2.4804, loss: 2.4804, grad_norm: 3.9143 2021-01-29 11:56:37,249 - mmaction - INFO - Epoch [17][1800/3757] lr: 1.000e-02, eta: 1 day, 21:29:34, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7023, loss_cls: 2.3794, loss: 2.3794, grad_norm: 3.9301 2021-01-29 11:56:42,368 - mmaction - INFO - Epoch [17][1820/3757] lr: 1.000e-02, eta: 1 day, 21:28:57, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4316, loss: 2.4316, grad_norm: 4.0808 2021-01-29 11:56:47,987 - mmaction - INFO - Epoch [17][1840/3757] lr: 1.000e-02, eta: 1 day, 21:28:22, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.7063, loss_cls: 2.3903, loss: 2.3903, grad_norm: 4.0342 2021-01-29 11:56:53,194 - mmaction - INFO - Epoch [17][1860/3757] lr: 1.000e-02, eta: 1 day, 21:27:45, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.6969, loss_cls: 2.4074, loss: 2.4074, grad_norm: 3.9029 2021-01-29 11:56:59,086 - mmaction - INFO - Epoch [17][1880/3757] lr: 1.000e-02, eta: 1 day, 21:27:11, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.2885, loss: 2.2885, grad_norm: 4.0534 2021-01-29 11:57:04,756 - mmaction - INFO - Epoch [17][1900/3757] lr: 1.000e-02, eta: 1 day, 21:26:37, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6969, loss_cls: 2.3573, loss: 2.3573, grad_norm: 3.8663 2021-01-29 11:57:10,143 - mmaction - INFO - Epoch [17][1920/3757] lr: 1.000e-02, eta: 1 day, 21:26:01, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7227, loss_cls: 2.2505, loss: 2.2505, grad_norm: 3.9266 2021-01-29 11:57:16,016 - mmaction - INFO - Epoch [17][1940/3757] lr: 1.000e-02, eta: 1 day, 21:25:28, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7188, loss_cls: 2.3073, loss: 2.3073, grad_norm: 4.0486 2021-01-29 11:57:21,841 - mmaction - INFO - Epoch [17][1960/3757] lr: 1.000e-02, eta: 1 day, 21:24:54, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7141, loss_cls: 2.3792, loss: 2.3792, grad_norm: 3.8729 2021-01-29 11:57:27,534 - mmaction - INFO - Epoch [17][1980/3757] lr: 1.000e-02, eta: 1 day, 21:24:19, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.6922, loss_cls: 2.3994, loss: 2.3994, grad_norm: 3.9593 2021-01-29 11:57:32,944 - mmaction - INFO - Epoch [17][2000/3757] lr: 1.000e-02, eta: 1 day, 21:23:44, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7055, loss_cls: 2.3421, loss: 2.3421, grad_norm: 3.9992 2021-01-29 11:57:39,258 - mmaction - INFO - Epoch [17][2020/3757] lr: 1.000e-02, eta: 1 day, 21:23:13, time: 0.316, data_time: 0.003, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7109, loss_cls: 2.3261, loss: 2.3261, grad_norm: 3.8221 2021-01-29 11:57:44,353 - mmaction - INFO - Epoch [17][2040/3757] lr: 1.000e-02, eta: 1 day, 21:22:35, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7242, loss_cls: 2.3065, loss: 2.3065, grad_norm: 3.9383 2021-01-29 11:57:49,942 - mmaction - INFO - Epoch [17][2060/3757] lr: 1.000e-02, eta: 1 day, 21:22:01, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.4219, top5_acc: 0.6758, loss_cls: 2.5213, loss: 2.5213, grad_norm: 4.0986 2021-01-29 11:57:55,262 - mmaction - INFO - Epoch [17][2080/3757] lr: 1.000e-02, eta: 1 day, 21:21:24, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.3061, loss: 2.3061, grad_norm: 3.9026 2021-01-29 11:58:01,148 - mmaction - INFO - Epoch [17][2100/3757] lr: 1.000e-02, eta: 1 day, 21:20:51, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7055, loss_cls: 2.3809, loss: 2.3809, grad_norm: 4.0829 2021-01-29 11:58:07,073 - mmaction - INFO - Epoch [17][2120/3757] lr: 1.000e-02, eta: 1 day, 21:20:18, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7172, loss_cls: 2.3618, loss: 2.3618, grad_norm: 3.8826 2021-01-29 11:58:12,639 - mmaction - INFO - Epoch [17][2140/3757] lr: 1.000e-02, eta: 1 day, 21:19:43, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.3014, loss: 2.3014, grad_norm: 3.9130 2021-01-29 11:58:18,916 - mmaction - INFO - Epoch [17][2160/3757] lr: 1.000e-02, eta: 1 day, 21:19:12, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.3565, loss: 2.3565, grad_norm: 3.9077 2021-01-29 11:58:24,651 - mmaction - INFO - Epoch [17][2180/3757] lr: 1.000e-02, eta: 1 day, 21:18:38, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7203, loss_cls: 2.3029, loss: 2.3029, grad_norm: 4.1203 2021-01-29 11:58:29,589 - mmaction - INFO - Epoch [17][2200/3757] lr: 1.000e-02, eta: 1 day, 21:18:00, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7352, loss_cls: 2.2440, loss: 2.2440, grad_norm: 4.0723 2021-01-29 11:58:35,279 - mmaction - INFO - Epoch [17][2220/3757] lr: 1.000e-02, eta: 1 day, 21:17:26, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7305, loss_cls: 2.3343, loss: 2.3343, grad_norm: 4.0118 2021-01-29 11:58:40,700 - mmaction - INFO - Epoch [17][2240/3757] lr: 1.000e-02, eta: 1 day, 21:16:51, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.3945, loss: 2.3945, grad_norm: 3.9333 2021-01-29 11:58:45,787 - mmaction - INFO - Epoch [17][2260/3757] lr: 1.000e-02, eta: 1 day, 21:16:13, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7203, loss_cls: 2.3317, loss: 2.3317, grad_norm: 3.9273 2021-01-29 11:58:51,859 - mmaction - INFO - Epoch [17][2280/3757] lr: 1.000e-02, eta: 1 day, 21:15:41, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7273, loss_cls: 2.3255, loss: 2.3255, grad_norm: 3.9473 2021-01-29 11:58:57,261 - mmaction - INFO - Epoch [17][2300/3757] lr: 1.000e-02, eta: 1 day, 21:15:06, time: 0.273, data_time: 0.005, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.3914, loss: 2.3914, grad_norm: 3.9583 2021-01-29 11:59:03,040 - mmaction - INFO - Epoch [17][2320/3757] lr: 1.000e-02, eta: 1 day, 21:14:32, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7227, loss_cls: 2.3589, loss: 2.3589, grad_norm: 3.9583 2021-01-29 11:59:09,099 - mmaction - INFO - Epoch [17][2340/3757] lr: 1.000e-02, eta: 1 day, 21:14:00, time: 0.303, data_time: 0.004, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7016, loss_cls: 2.4250, loss: 2.4250, grad_norm: 4.0325 2021-01-29 11:59:14,099 - mmaction - INFO - Epoch [17][2360/3757] lr: 1.000e-02, eta: 1 day, 21:13:23, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.3061, loss: 2.3061, grad_norm: 4.1210 2021-01-29 11:59:20,220 - mmaction - INFO - Epoch [17][2380/3757] lr: 1.000e-02, eta: 1 day, 21:12:51, time: 0.306, data_time: 0.004, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7109, loss_cls: 2.3595, loss: 2.3595, grad_norm: 3.9360 2021-01-29 11:59:26,074 - mmaction - INFO - Epoch [17][2400/3757] lr: 1.000e-02, eta: 1 day, 21:12:18, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.3768, loss: 2.3768, grad_norm: 4.0436 2021-01-29 11:59:31,512 - mmaction - INFO - Epoch [17][2420/3757] lr: 1.000e-02, eta: 1 day, 21:11:42, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6859, loss_cls: 2.4545, loss: 2.4545, grad_norm: 4.0383 2021-01-29 11:59:36,819 - mmaction - INFO - Epoch [17][2440/3757] lr: 1.000e-02, eta: 1 day, 21:11:07, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.6828, loss_cls: 2.4248, loss: 2.4248, grad_norm: 3.9420 2021-01-29 11:59:42,793 - mmaction - INFO - Epoch [17][2460/3757] lr: 1.000e-02, eta: 1 day, 21:10:34, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6945, loss_cls: 2.3549, loss: 2.3549, grad_norm: 3.9508 2021-01-29 11:59:48,667 - mmaction - INFO - Epoch [17][2480/3757] lr: 1.000e-02, eta: 1 day, 21:10:01, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4430, top5_acc: 0.7016, loss_cls: 2.3918, loss: 2.3918, grad_norm: 4.0811 2021-01-29 11:59:55,026 - mmaction - INFO - Epoch [17][2500/3757] lr: 1.000e-02, eta: 1 day, 21:09:31, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7164, loss_cls: 2.3338, loss: 2.3338, grad_norm: 3.9408 2021-01-29 12:00:00,828 - mmaction - INFO - Epoch [17][2520/3757] lr: 1.000e-02, eta: 1 day, 21:08:57, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7055, loss_cls: 2.3913, loss: 2.3913, grad_norm: 4.1559 2021-01-29 12:00:12,808 - mmaction - INFO - Epoch [17][2540/3757] lr: 1.000e-02, eta: 1 day, 21:08:54, time: 0.587, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6945, loss_cls: 2.4333, loss: 2.4333, grad_norm: 3.9818 2021-01-29 12:00:17,624 - mmaction - INFO - Epoch [17][2560/3757] lr: 1.000e-02, eta: 1 day, 21:08:17, time: 0.253, data_time: 0.017, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7078, loss_cls: 2.3268, loss: 2.3268, grad_norm: 3.8351 2021-01-29 12:00:23,029 - mmaction - INFO - Epoch [17][2580/3757] lr: 1.000e-02, eta: 1 day, 21:07:42, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7063, loss_cls: 2.3263, loss: 2.3263, grad_norm: 3.9521 2021-01-29 12:00:28,796 - mmaction - INFO - Epoch [17][2600/3757] lr: 1.000e-02, eta: 1 day, 21:07:08, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.4625, top5_acc: 0.6977, loss_cls: 2.4142, loss: 2.4142, grad_norm: 4.0487 2021-01-29 12:00:34,027 - mmaction - INFO - Epoch [17][2620/3757] lr: 1.000e-02, eta: 1 day, 21:06:32, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6867, loss_cls: 2.4658, loss: 2.4658, grad_norm: 5.9707 2021-01-29 12:00:39,312 - mmaction - INFO - Epoch [17][2640/3757] lr: 1.000e-02, eta: 1 day, 21:05:56, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7086, loss_cls: 2.3384, loss: 2.3384, grad_norm: 4.1018 2021-01-29 12:00:45,075 - mmaction - INFO - Epoch [17][2660/3757] lr: 1.000e-02, eta: 1 day, 21:05:23, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7086, loss_cls: 2.3512, loss: 2.3512, grad_norm: 4.1970 2021-01-29 12:00:50,949 - mmaction - INFO - Epoch [17][2680/3757] lr: 1.000e-02, eta: 1 day, 21:04:50, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.4578, top5_acc: 0.6984, loss_cls: 2.4492, loss: 2.4492, grad_norm: 4.0422 2021-01-29 12:00:56,280 - mmaction - INFO - Epoch [17][2700/3757] lr: 1.000e-02, eta: 1 day, 21:04:15, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3939, loss: 2.3939, grad_norm: 3.9366 2021-01-29 12:01:01,801 - mmaction - INFO - Epoch [17][2720/3757] lr: 1.000e-02, eta: 1 day, 21:03:40, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.4422, top5_acc: 0.7055, loss_cls: 2.3487, loss: 2.3487, grad_norm: 4.0210 2021-01-29 12:01:07,074 - mmaction - INFO - Epoch [17][2740/3757] lr: 1.000e-02, eta: 1 day, 21:03:04, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7156, loss_cls: 2.3320, loss: 2.3320, grad_norm: 3.9185 2021-01-29 12:01:13,486 - mmaction - INFO - Epoch [17][2760/3757] lr: 1.000e-02, eta: 1 day, 21:02:34, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.6930, loss_cls: 2.3522, loss: 2.3522, grad_norm: 3.9997 2021-01-29 12:01:19,256 - mmaction - INFO - Epoch [17][2780/3757] lr: 1.000e-02, eta: 1 day, 21:02:01, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6836, loss_cls: 2.4463, loss: 2.4463, grad_norm: 3.9901 2021-01-29 12:01:24,949 - mmaction - INFO - Epoch [17][2800/3757] lr: 1.000e-02, eta: 1 day, 21:01:27, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7195, loss_cls: 2.3434, loss: 2.3434, grad_norm: 3.9262 2021-01-29 12:01:30,448 - mmaction - INFO - Epoch [17][2820/3757] lr: 1.000e-02, eta: 1 day, 21:00:53, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7141, loss_cls: 2.4298, loss: 2.4298, grad_norm: 4.0991 2021-01-29 12:01:35,503 - mmaction - INFO - Epoch [17][2840/3757] lr: 1.000e-02, eta: 1 day, 21:00:16, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.6875, loss_cls: 2.4164, loss: 2.4164, grad_norm: 3.9874 2021-01-29 12:01:41,122 - mmaction - INFO - Epoch [17][2860/3757] lr: 1.000e-02, eta: 1 day, 20:59:42, time: 0.281, data_time: 0.010, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3386, loss: 2.3386, grad_norm: 3.8651 2021-01-29 12:01:47,355 - mmaction - INFO - Epoch [17][2880/3757] lr: 1.000e-02, eta: 1 day, 20:59:11, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7055, loss_cls: 2.3591, loss: 2.3591, grad_norm: 3.9779 2021-01-29 12:01:52,331 - mmaction - INFO - Epoch [17][2900/3757] lr: 1.000e-02, eta: 1 day, 20:58:34, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7234, loss_cls: 2.3169, loss: 2.3169, grad_norm: 3.9919 2021-01-29 12:01:58,515 - mmaction - INFO - Epoch [17][2920/3757] lr: 1.000e-02, eta: 1 day, 20:58:03, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4383, top5_acc: 0.7055, loss_cls: 2.4213, loss: 2.4213, grad_norm: 3.9320 2021-01-29 12:02:04,201 - mmaction - INFO - Epoch [17][2940/3757] lr: 1.000e-02, eta: 1 day, 20:57:30, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7266, loss_cls: 2.2568, loss: 2.2568, grad_norm: 3.9660 2021-01-29 12:02:10,022 - mmaction - INFO - Epoch [17][2960/3757] lr: 1.000e-02, eta: 1 day, 20:56:57, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7039, loss_cls: 2.3709, loss: 2.3709, grad_norm: 3.9277 2021-01-29 12:02:16,238 - mmaction - INFO - Epoch [17][2980/3757] lr: 1.000e-02, eta: 1 day, 20:56:26, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.6969, loss_cls: 2.3302, loss: 2.3302, grad_norm: 3.9644 2021-01-29 12:02:22,182 - mmaction - INFO - Epoch [17][3000/3757] lr: 1.000e-02, eta: 1 day, 20:55:54, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7188, loss_cls: 2.3707, loss: 2.3707, grad_norm: 3.9781 2021-01-29 12:02:27,333 - mmaction - INFO - Epoch [17][3020/3757] lr: 1.000e-02, eta: 1 day, 20:55:18, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.6891, loss_cls: 2.4014, loss: 2.4014, grad_norm: 3.8934 2021-01-29 12:02:32,735 - mmaction - INFO - Epoch [17][3040/3757] lr: 1.000e-02, eta: 1 day, 20:54:43, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7203, loss_cls: 2.3255, loss: 2.3255, grad_norm: 3.9890 2021-01-29 12:02:38,267 - mmaction - INFO - Epoch [17][3060/3757] lr: 1.000e-02, eta: 1 day, 20:54:09, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4242, top5_acc: 0.6875, loss_cls: 2.4568, loss: 2.4568, grad_norm: 4.0880 2021-01-29 12:02:43,746 - mmaction - INFO - Epoch [17][3080/3757] lr: 1.000e-02, eta: 1 day, 20:53:34, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4570, top5_acc: 0.6953, loss_cls: 2.3986, loss: 2.3986, grad_norm: 4.0278 2021-01-29 12:02:49,136 - mmaction - INFO - Epoch [17][3100/3757] lr: 1.000e-02, eta: 1 day, 20:53:00, time: 0.269, data_time: 0.000, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4607, loss: 2.4607, grad_norm: 3.9763 2021-01-29 12:02:54,515 - mmaction - INFO - Epoch [17][3120/3757] lr: 1.000e-02, eta: 1 day, 20:52:25, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4539, top5_acc: 0.6945, loss_cls: 2.4283, loss: 2.4283, grad_norm: 4.0102 2021-01-29 12:02:59,933 - mmaction - INFO - Epoch [17][3140/3757] lr: 1.000e-02, eta: 1 day, 20:51:50, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.6906, loss_cls: 2.4235, loss: 2.4235, grad_norm: 3.9334 2021-01-29 12:03:05,321 - mmaction - INFO - Epoch [17][3160/3757] lr: 1.000e-02, eta: 1 day, 20:51:15, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7281, loss_cls: 2.3301, loss: 2.3301, grad_norm: 3.9901 2021-01-29 12:03:11,551 - mmaction - INFO - Epoch [17][3180/3757] lr: 1.000e-02, eta: 1 day, 20:50:45, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7109, loss_cls: 2.3308, loss: 2.3308, grad_norm: 3.8579 2021-01-29 12:03:16,778 - mmaction - INFO - Epoch [17][3200/3757] lr: 1.000e-02, eta: 1 day, 20:50:09, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7094, loss_cls: 2.3640, loss: 2.3640, grad_norm: 3.8793 2021-01-29 12:03:22,314 - mmaction - INFO - Epoch [17][3220/3757] lr: 1.000e-02, eta: 1 day, 20:49:35, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4602, top5_acc: 0.6813, loss_cls: 2.5119, loss: 2.5119, grad_norm: 3.9481 2021-01-29 12:03:28,808 - mmaction - INFO - Epoch [17][3240/3757] lr: 1.000e-02, eta: 1 day, 20:49:06, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7148, loss_cls: 2.3309, loss: 2.3309, grad_norm: 3.8499 2021-01-29 12:03:33,946 - mmaction - INFO - Epoch [17][3260/3757] lr: 1.000e-02, eta: 1 day, 20:48:30, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7078, loss_cls: 2.3917, loss: 2.3917, grad_norm: 3.9419 2021-01-29 12:03:39,560 - mmaction - INFO - Epoch [17][3280/3757] lr: 1.000e-02, eta: 1 day, 20:47:56, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6867, loss_cls: 2.4561, loss: 2.4561, grad_norm: 4.0239 2021-01-29 12:03:45,290 - mmaction - INFO - Epoch [17][3300/3757] lr: 1.000e-02, eta: 1 day, 20:47:23, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6750, loss_cls: 2.5087, loss: 2.5087, grad_norm: 3.8564 2021-01-29 12:03:50,815 - mmaction - INFO - Epoch [17][3320/3757] lr: 1.000e-02, eta: 1 day, 20:46:49, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6977, loss_cls: 2.3972, loss: 2.3972, grad_norm: 4.0560 2021-01-29 12:03:56,410 - mmaction - INFO - Epoch [17][3340/3757] lr: 1.000e-02, eta: 1 day, 20:46:16, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.4119, loss: 2.4119, grad_norm: 3.9078 2021-01-29 12:04:02,120 - mmaction - INFO - Epoch [17][3360/3757] lr: 1.000e-02, eta: 1 day, 20:45:43, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6953, loss_cls: 2.3884, loss: 2.3884, grad_norm: 3.9593 2021-01-29 12:04:07,561 - mmaction - INFO - Epoch [17][3380/3757] lr: 1.000e-02, eta: 1 day, 20:45:09, time: 0.272, data_time: 0.000, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6859, loss_cls: 2.4222, loss: 2.4222, grad_norm: 4.0105 2021-01-29 12:04:13,654 - mmaction - INFO - Epoch [17][3400/3757] lr: 1.000e-02, eta: 1 day, 20:44:37, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6867, loss_cls: 2.4456, loss: 2.4456, grad_norm: 3.9920 2021-01-29 12:04:18,920 - mmaction - INFO - Epoch [17][3420/3757] lr: 1.000e-02, eta: 1 day, 20:44:02, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7211, loss_cls: 2.2764, loss: 2.2764, grad_norm: 3.9081 2021-01-29 12:04:24,933 - mmaction - INFO - Epoch [17][3440/3757] lr: 1.000e-02, eta: 1 day, 20:43:31, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7039, loss_cls: 2.3830, loss: 2.3830, grad_norm: 3.8880 2021-01-29 12:04:30,289 - mmaction - INFO - Epoch [17][3460/3757] lr: 1.000e-02, eta: 1 day, 20:42:56, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4539, top5_acc: 0.6984, loss_cls: 2.4261, loss: 2.4261, grad_norm: 3.9002 2021-01-29 12:04:36,249 - mmaction - INFO - Epoch [17][3480/3757] lr: 1.000e-02, eta: 1 day, 20:42:24, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7203, loss_cls: 2.4008, loss: 2.4008, grad_norm: 4.0255 2021-01-29 12:04:42,009 - mmaction - INFO - Epoch [17][3500/3757] lr: 1.000e-02, eta: 1 day, 20:41:52, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.6984, loss_cls: 2.4070, loss: 2.4070, grad_norm: 3.9106 2021-01-29 12:04:47,270 - mmaction - INFO - Epoch [17][3520/3757] lr: 1.000e-02, eta: 1 day, 20:41:17, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7055, loss_cls: 2.3867, loss: 2.3867, grad_norm: 4.0983 2021-01-29 12:04:53,237 - mmaction - INFO - Epoch [17][3540/3757] lr: 1.000e-02, eta: 1 day, 20:40:45, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4555, top5_acc: 0.6930, loss_cls: 2.4154, loss: 2.4154, grad_norm: 3.9995 2021-01-29 12:04:59,126 - mmaction - INFO - Epoch [17][3560/3757] lr: 1.000e-02, eta: 1 day, 20:40:13, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6930, loss_cls: 2.4786, loss: 2.4786, grad_norm: 3.8946 2021-01-29 12:05:04,194 - mmaction - INFO - Epoch [17][3580/3757] lr: 1.000e-02, eta: 1 day, 20:39:37, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.3097, loss: 2.3097, grad_norm: 3.9416 2021-01-29 12:05:09,621 - mmaction - INFO - Epoch [17][3600/3757] lr: 1.000e-02, eta: 1 day, 20:39:03, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7141, loss_cls: 2.3457, loss: 2.3457, grad_norm: 3.9656 2021-01-29 12:05:15,315 - mmaction - INFO - Epoch [17][3620/3757] lr: 1.000e-02, eta: 1 day, 20:38:30, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7023, loss_cls: 2.3567, loss: 2.3567, grad_norm: 4.0299 2021-01-29 12:05:21,239 - mmaction - INFO - Epoch [17][3640/3757] lr: 1.000e-02, eta: 1 day, 20:37:58, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.6922, loss_cls: 2.4341, loss: 2.4341, grad_norm: 3.8974 2021-01-29 12:05:26,883 - mmaction - INFO - Epoch [17][3660/3757] lr: 1.000e-02, eta: 1 day, 20:37:25, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7086, loss_cls: 2.3673, loss: 2.3673, grad_norm: 4.0175 2021-01-29 12:05:32,096 - mmaction - INFO - Epoch [17][3680/3757] lr: 1.000e-02, eta: 1 day, 20:36:50, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4349, loss: 2.4349, grad_norm: 3.9665 2021-01-29 12:05:37,692 - mmaction - INFO - Epoch [17][3700/3757] lr: 1.000e-02, eta: 1 day, 20:36:17, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6906, loss_cls: 2.4485, loss: 2.4485, grad_norm: 4.0194 2021-01-29 12:05:43,638 - mmaction - INFO - Epoch [17][3720/3757] lr: 1.000e-02, eta: 1 day, 20:35:45, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.4306, loss: 2.4306, grad_norm: 3.9047 2021-01-29 12:05:49,946 - mmaction - INFO - Epoch [17][3740/3757] lr: 1.000e-02, eta: 1 day, 20:35:16, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7125, loss_cls: 2.3324, loss: 2.3324, grad_norm: 3.9828 2021-01-29 12:06:21,236 - mmaction - INFO - Saving checkpoint at 17 epochs 2021-01-29 12:21:39,954 - mmaction - INFO - Epoch [18][20/3757] lr: 1.000e-02, eta: 1 day, 21:48:05, time: 45.913, data_time: 45.329, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.2599, loss: 2.2599, grad_norm: 4.0579 2021-01-29 12:21:44,122 - mmaction - INFO - Epoch [18][40/3757] lr: 1.000e-02, eta: 1 day, 21:47:24, time: 0.217, data_time: 0.011, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.1822, loss: 2.1822, grad_norm: 3.8793 2021-01-29 12:21:48,245 - mmaction - INFO - Epoch [18][60/3757] lr: 1.000e-02, eta: 1 day, 21:46:42, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7008, loss_cls: 2.3569, loss: 2.3569, grad_norm: 4.0141 2021-01-29 12:21:52,522 - mmaction - INFO - Epoch [18][80/3757] lr: 1.000e-02, eta: 1 day, 21:46:01, time: 0.214, data_time: 0.004, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7047, loss_cls: 2.3578, loss: 2.3578, grad_norm: 3.9537 2021-01-29 12:21:56,679 - mmaction - INFO - Epoch [18][100/3757] lr: 1.000e-02, eta: 1 day, 21:45:19, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.4641, top5_acc: 0.6984, loss_cls: 2.3548, loss: 2.3548, grad_norm: 3.9411 2021-01-29 12:22:00,836 - mmaction - INFO - Epoch [18][120/3757] lr: 1.000e-02, eta: 1 day, 21:44:37, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.6922, loss_cls: 2.3805, loss: 2.3805, grad_norm: 3.9356 2021-01-29 12:22:05,061 - mmaction - INFO - Epoch [18][140/3757] lr: 1.000e-02, eta: 1 day, 21:43:56, time: 0.211, data_time: 0.004, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7047, loss_cls: 2.2889, loss: 2.2889, grad_norm: 4.8193 2021-01-29 12:22:09,259 - mmaction - INFO - Epoch [18][160/3757] lr: 1.000e-02, eta: 1 day, 21:43:14, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7180, loss_cls: 2.2853, loss: 2.2853, grad_norm: 4.1071 2021-01-29 12:22:13,392 - mmaction - INFO - Epoch [18][180/3757] lr: 1.000e-02, eta: 1 day, 21:42:32, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6961, loss_cls: 2.4805, loss: 2.4805, grad_norm: 4.0390 2021-01-29 12:22:17,683 - mmaction - INFO - Epoch [18][200/3757] lr: 1.000e-02, eta: 1 day, 21:41:51, time: 0.214, data_time: 0.004, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.3035, loss: 2.3035, grad_norm: 3.8960 2021-01-29 12:22:21,797 - mmaction - INFO - Epoch [18][220/3757] lr: 1.000e-02, eta: 1 day, 21:41:09, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7203, loss_cls: 2.3086, loss: 2.3086, grad_norm: 3.9496 2021-01-29 12:22:26,065 - mmaction - INFO - Epoch [18][240/3757] lr: 1.000e-02, eta: 1 day, 21:40:28, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2382, loss: 2.2382, grad_norm: 4.0651 2021-01-29 12:22:30,171 - mmaction - INFO - Epoch [18][260/3757] lr: 1.000e-02, eta: 1 day, 21:39:46, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7133, loss_cls: 2.3070, loss: 2.3070, grad_norm: 3.9310 2021-01-29 12:22:34,416 - mmaction - INFO - Epoch [18][280/3757] lr: 1.000e-02, eta: 1 day, 21:39:05, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7023, loss_cls: 2.2992, loss: 2.2992, grad_norm: 4.0786 2021-01-29 12:22:38,562 - mmaction - INFO - Epoch [18][300/3757] lr: 1.000e-02, eta: 1 day, 21:38:24, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2738, loss: 2.2738, grad_norm: 4.0684 2021-01-29 12:22:42,696 - mmaction - INFO - Epoch [18][320/3757] lr: 1.000e-02, eta: 1 day, 21:37:42, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3737, loss: 2.3737, grad_norm: 4.1537 2021-01-29 12:22:47,048 - mmaction - INFO - Epoch [18][340/3757] lr: 1.000e-02, eta: 1 day, 21:37:01, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2213, loss: 2.2213, grad_norm: 3.8269 2021-01-29 12:22:51,272 - mmaction - INFO - Epoch [18][360/3757] lr: 1.000e-02, eta: 1 day, 21:36:20, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3683, loss: 2.3683, grad_norm: 4.0560 2021-01-29 12:22:55,591 - mmaction - INFO - Epoch [18][380/3757] lr: 1.000e-02, eta: 1 day, 21:35:39, time: 0.216, data_time: 0.005, memory: 3385, top1_acc: 0.4672, top5_acc: 0.6984, loss_cls: 2.3420, loss: 2.3420, grad_norm: 4.0921 2021-01-29 12:22:59,779 - mmaction - INFO - Epoch [18][400/3757] lr: 1.000e-02, eta: 1 day, 21:34:58, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2617, loss: 2.2617, grad_norm: 3.9619 2021-01-29 12:23:04,097 - mmaction - INFO - Epoch [18][420/3757] lr: 1.000e-02, eta: 1 day, 21:34:17, time: 0.215, data_time: 0.000, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6719, loss_cls: 2.4610, loss: 2.4610, grad_norm: 4.0825 2021-01-29 12:23:08,534 - mmaction - INFO - Epoch [18][440/3757] lr: 1.000e-02, eta: 1 day, 21:33:37, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.7039, loss_cls: 2.3887, loss: 2.3887, grad_norm: 3.9971 2021-01-29 12:23:12,914 - mmaction - INFO - Epoch [18][460/3757] lr: 1.000e-02, eta: 1 day, 21:32:57, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.4320, top5_acc: 0.6945, loss_cls: 2.4749, loss: 2.4749, grad_norm: 4.0760 2021-01-29 12:23:17,825 - mmaction - INFO - Epoch [18][480/3757] lr: 1.000e-02, eta: 1 day, 21:32:19, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7227, loss_cls: 2.3526, loss: 2.3526, grad_norm: 3.9954 2021-01-29 12:23:22,149 - mmaction - INFO - Epoch [18][500/3757] lr: 1.000e-02, eta: 1 day, 21:31:39, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6977, loss_cls: 2.3979, loss: 2.3979, grad_norm: 3.8676 2021-01-29 12:23:26,744 - mmaction - INFO - Epoch [18][520/3757] lr: 1.000e-02, eta: 1 day, 21:31:00, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7078, loss_cls: 2.3576, loss: 2.3576, grad_norm: 4.0068 2021-01-29 12:23:31,151 - mmaction - INFO - Epoch [18][540/3757] lr: 1.000e-02, eta: 1 day, 21:30:19, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.7039, loss_cls: 2.3961, loss: 2.3961, grad_norm: 3.9118 2021-01-29 12:23:35,624 - mmaction - INFO - Epoch [18][560/3757] lr: 1.000e-02, eta: 1 day, 21:29:40, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.6969, loss_cls: 2.3850, loss: 2.3850, grad_norm: 4.0589 2021-01-29 12:23:40,197 - mmaction - INFO - Epoch [18][580/3757] lr: 1.000e-02, eta: 1 day, 21:29:00, time: 0.229, data_time: 0.005, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7352, loss_cls: 2.2433, loss: 2.2433, grad_norm: 4.0525 2021-01-29 12:23:45,026 - mmaction - INFO - Epoch [18][600/3757] lr: 1.000e-02, eta: 1 day, 21:28:22, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.2498, loss: 2.2498, grad_norm: 3.9449 2021-01-29 12:23:49,611 - mmaction - INFO - Epoch [18][620/3757] lr: 1.000e-02, eta: 1 day, 21:27:43, time: 0.230, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6828, loss_cls: 2.4416, loss: 2.4416, grad_norm: 4.1027 2021-01-29 12:23:54,213 - mmaction - INFO - Epoch [18][640/3757] lr: 1.000e-02, eta: 1 day, 21:27:04, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7164, loss_cls: 2.2873, loss: 2.2873, grad_norm: 4.0630 2021-01-29 12:23:59,433 - mmaction - INFO - Epoch [18][660/3757] lr: 1.000e-02, eta: 1 day, 21:26:28, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7039, loss_cls: 2.3636, loss: 2.3636, grad_norm: 4.0660 2021-01-29 12:24:03,931 - mmaction - INFO - Epoch [18][680/3757] lr: 1.000e-02, eta: 1 day, 21:25:49, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7102, loss_cls: 2.3325, loss: 2.3325, grad_norm: 3.9368 2021-01-29 12:24:08,770 - mmaction - INFO - Epoch [18][700/3757] lr: 1.000e-02, eta: 1 day, 21:25:11, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7172, loss_cls: 2.3106, loss: 2.3106, grad_norm: 4.1273 2021-01-29 12:24:14,276 - mmaction - INFO - Epoch [18][720/3757] lr: 1.000e-02, eta: 1 day, 21:24:36, time: 0.275, data_time: 0.004, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3617, loss: 2.3617, grad_norm: 4.0011 2021-01-29 12:24:19,251 - mmaction - INFO - Epoch [18][740/3757] lr: 1.000e-02, eta: 1 day, 21:23:59, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.3109, loss: 2.3109, grad_norm: 3.9103 2021-01-29 12:24:24,258 - mmaction - INFO - Epoch [18][760/3757] lr: 1.000e-02, eta: 1 day, 21:23:22, time: 0.250, data_time: 0.005, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7148, loss_cls: 2.3390, loss: 2.3390, grad_norm: 4.1480 2021-01-29 12:24:29,062 - mmaction - INFO - Epoch [18][780/3757] lr: 1.000e-02, eta: 1 day, 21:22:44, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7188, loss_cls: 2.3490, loss: 2.3490, grad_norm: 4.0508 2021-01-29 12:24:34,675 - mmaction - INFO - Epoch [18][800/3757] lr: 1.000e-02, eta: 1 day, 21:22:10, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7156, loss_cls: 2.3140, loss: 2.3140, grad_norm: 3.9778 2021-01-29 12:24:39,445 - mmaction - INFO - Epoch [18][820/3757] lr: 1.000e-02, eta: 1 day, 21:21:32, time: 0.238, data_time: 0.003, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7203, loss_cls: 2.2969, loss: 2.2969, grad_norm: 4.1565 2021-01-29 12:24:44,823 - mmaction - INFO - Epoch [18][840/3757] lr: 1.000e-02, eta: 1 day, 21:20:57, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7195, loss_cls: 2.2588, loss: 2.2588, grad_norm: 4.0072 2021-01-29 12:24:50,168 - mmaction - INFO - Epoch [18][860/3757] lr: 1.000e-02, eta: 1 day, 21:20:22, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7117, loss_cls: 2.3464, loss: 2.3464, grad_norm: 4.0706 2021-01-29 12:24:56,285 - mmaction - INFO - Epoch [18][880/3757] lr: 1.000e-02, eta: 1 day, 21:19:50, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6977, loss_cls: 2.4313, loss: 2.4313, grad_norm: 3.9860 2021-01-29 12:25:01,370 - mmaction - INFO - Epoch [18][900/3757] lr: 1.000e-02, eta: 1 day, 21:19:14, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7188, loss_cls: 2.3121, loss: 2.3121, grad_norm: 4.0148 2021-01-29 12:25:06,362 - mmaction - INFO - Epoch [18][920/3757] lr: 1.000e-02, eta: 1 day, 21:18:37, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7016, loss_cls: 2.3938, loss: 2.3938, grad_norm: 4.0110 2021-01-29 12:25:11,404 - mmaction - INFO - Epoch [18][940/3757] lr: 1.000e-02, eta: 1 day, 21:18:00, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7297, loss_cls: 2.2747, loss: 2.2747, grad_norm: 4.0436 2021-01-29 12:25:16,426 - mmaction - INFO - Epoch [18][960/3757] lr: 1.000e-02, eta: 1 day, 21:17:23, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7078, loss_cls: 2.3373, loss: 2.3373, grad_norm: 4.0415 2021-01-29 12:25:21,504 - mmaction - INFO - Epoch [18][980/3757] lr: 1.000e-02, eta: 1 day, 21:16:47, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7102, loss_cls: 2.3484, loss: 2.3484, grad_norm: 4.1257 2021-01-29 12:25:27,500 - mmaction - INFO - Epoch [18][1000/3757] lr: 1.000e-02, eta: 1 day, 21:16:15, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7203, loss_cls: 2.3456, loss: 2.3456, grad_norm: 4.0015 2021-01-29 12:25:32,706 - mmaction - INFO - Epoch [18][1020/3757] lr: 1.000e-02, eta: 1 day, 21:15:39, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7156, loss_cls: 2.3031, loss: 2.3031, grad_norm: 4.0510 2021-01-29 12:25:38,066 - mmaction - INFO - Epoch [18][1040/3757] lr: 1.000e-02, eta: 1 day, 21:15:04, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.6930, loss_cls: 2.3949, loss: 2.3949, grad_norm: 3.8777 2021-01-29 12:25:43,427 - mmaction - INFO - Epoch [18][1060/3757] lr: 1.000e-02, eta: 1 day, 21:14:29, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4344, top5_acc: 0.6625, loss_cls: 2.5444, loss: 2.5444, grad_norm: 4.0233 2021-01-29 12:25:48,633 - mmaction - INFO - Epoch [18][1080/3757] lr: 1.000e-02, eta: 1 day, 21:13:53, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7234, loss_cls: 2.2917, loss: 2.2917, grad_norm: 3.9672 2021-01-29 12:25:54,529 - mmaction - INFO - Epoch [18][1100/3757] lr: 1.000e-02, eta: 1 day, 21:13:21, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.3804, loss: 2.3804, grad_norm: 4.0124 2021-01-29 12:25:59,767 - mmaction - INFO - Epoch [18][1120/3757] lr: 1.000e-02, eta: 1 day, 21:12:45, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6867, loss_cls: 2.4523, loss: 2.4523, grad_norm: 3.9864 2021-01-29 12:26:04,940 - mmaction - INFO - Epoch [18][1140/3757] lr: 1.000e-02, eta: 1 day, 21:12:10, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7086, loss_cls: 2.2876, loss: 2.2876, grad_norm: 4.0843 2021-01-29 12:26:11,478 - mmaction - INFO - Epoch [18][1160/3757] lr: 1.000e-02, eta: 1 day, 21:11:40, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7359, loss_cls: 2.2351, loss: 2.2351, grad_norm: 4.0444 2021-01-29 12:26:16,925 - mmaction - INFO - Epoch [18][1180/3757] lr: 1.000e-02, eta: 1 day, 21:11:06, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7086, loss_cls: 2.3851, loss: 2.3851, grad_norm: 3.9473 2021-01-29 12:26:22,208 - mmaction - INFO - Epoch [18][1200/3757] lr: 1.000e-02, eta: 1 day, 21:10:31, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4391, top5_acc: 0.6867, loss_cls: 2.4396, loss: 2.4396, grad_norm: 4.0435 2021-01-29 12:26:27,671 - mmaction - INFO - Epoch [18][1220/3757] lr: 1.000e-02, eta: 1 day, 21:09:56, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7180, loss_cls: 2.2739, loss: 2.2739, grad_norm: 3.9896 2021-01-29 12:26:33,346 - mmaction - INFO - Epoch [18][1240/3757] lr: 1.000e-02, eta: 1 day, 21:09:23, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.3487, loss: 2.3487, grad_norm: 4.0146 2021-01-29 12:26:38,098 - mmaction - INFO - Epoch [18][1260/3757] lr: 1.000e-02, eta: 1 day, 21:08:45, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3430, loss: 2.3430, grad_norm: 3.9649 2021-01-29 12:26:42,973 - mmaction - INFO - Epoch [18][1280/3757] lr: 1.000e-02, eta: 1 day, 21:08:08, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7109, loss_cls: 2.3224, loss: 2.3224, grad_norm: 4.0095 2021-01-29 12:26:48,805 - mmaction - INFO - Epoch [18][1300/3757] lr: 1.000e-02, eta: 1 day, 21:07:35, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7164, loss_cls: 2.3267, loss: 2.3267, grad_norm: 3.9078 2021-01-29 12:26:54,307 - mmaction - INFO - Epoch [18][1320/3757] lr: 1.000e-02, eta: 1 day, 21:07:01, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.6953, loss_cls: 2.4245, loss: 2.4245, grad_norm: 3.9244 2021-01-29 12:26:59,928 - mmaction - INFO - Epoch [18][1340/3757] lr: 1.000e-02, eta: 1 day, 21:06:28, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.6914, loss_cls: 2.3884, loss: 2.3884, grad_norm: 4.0858 2021-01-29 12:27:04,923 - mmaction - INFO - Epoch [18][1360/3757] lr: 1.000e-02, eta: 1 day, 21:05:51, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6953, loss_cls: 2.3658, loss: 2.3658, grad_norm: 3.8480 2021-01-29 12:27:10,591 - mmaction - INFO - Epoch [18][1380/3757] lr: 1.000e-02, eta: 1 day, 21:05:18, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.3243, loss: 2.3243, grad_norm: 3.9503 2021-01-29 12:27:16,649 - mmaction - INFO - Epoch [18][1400/3757] lr: 1.000e-02, eta: 1 day, 21:04:47, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7359, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.9863 2021-01-29 12:27:22,481 - mmaction - INFO - Epoch [18][1420/3757] lr: 1.000e-02, eta: 1 day, 21:04:14, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6867, loss_cls: 2.4197, loss: 2.4197, grad_norm: 4.0073 2021-01-29 12:27:27,612 - mmaction - INFO - Epoch [18][1440/3757] lr: 1.000e-02, eta: 1 day, 21:03:39, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7352, loss_cls: 2.2831, loss: 2.2831, grad_norm: 4.1109 2021-01-29 12:27:33,616 - mmaction - INFO - Epoch [18][1460/3757] lr: 1.000e-02, eta: 1 day, 21:03:07, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7141, loss_cls: 2.2522, loss: 2.2522, grad_norm: 4.0741 2021-01-29 12:27:39,197 - mmaction - INFO - Epoch [18][1480/3757] lr: 1.000e-02, eta: 1 day, 21:02:33, time: 0.279, data_time: 0.007, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7070, loss_cls: 2.3922, loss: 2.3922, grad_norm: 3.9958 2021-01-29 12:27:44,898 - mmaction - INFO - Epoch [18][1500/3757] lr: 1.000e-02, eta: 1 day, 21:02:00, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2874, loss: 2.2874, grad_norm: 3.9778 2021-01-29 12:27:50,277 - mmaction - INFO - Epoch [18][1520/3757] lr: 1.000e-02, eta: 1 day, 21:01:26, time: 0.269, data_time: 0.005, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7070, loss_cls: 2.2855, loss: 2.2855, grad_norm: 3.8886 2021-01-29 12:27:55,628 - mmaction - INFO - Epoch [18][1540/3757] lr: 1.000e-02, eta: 1 day, 21:00:51, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7008, loss_cls: 2.3478, loss: 2.3478, grad_norm: 4.1204 2021-01-29 12:28:01,518 - mmaction - INFO - Epoch [18][1560/3757] lr: 1.000e-02, eta: 1 day, 21:00:19, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7023, loss_cls: 2.4021, loss: 2.4021, grad_norm: 4.6582 2021-01-29 12:28:06,775 - mmaction - INFO - Epoch [18][1580/3757] lr: 1.000e-02, eta: 1 day, 20:59:44, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7242, loss_cls: 2.2502, loss: 2.2502, grad_norm: 4.0652 2021-01-29 12:28:12,487 - mmaction - INFO - Epoch [18][1600/3757] lr: 1.000e-02, eta: 1 day, 20:59:11, time: 0.285, data_time: 0.006, memory: 3385, top1_acc: 0.4437, top5_acc: 0.7078, loss_cls: 2.3824, loss: 2.3824, grad_norm: 3.9783 2021-01-29 12:28:18,253 - mmaction - INFO - Epoch [18][1620/3757] lr: 1.000e-02, eta: 1 day, 20:58:39, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7148, loss_cls: 2.3380, loss: 2.3380, grad_norm: 3.8824 2021-01-29 12:28:24,115 - mmaction - INFO - Epoch [18][1640/3757] lr: 1.000e-02, eta: 1 day, 20:58:07, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7211, loss_cls: 2.3235, loss: 2.3235, grad_norm: 4.0407 2021-01-29 12:28:29,301 - mmaction - INFO - Epoch [18][1660/3757] lr: 1.000e-02, eta: 1 day, 20:57:31, time: 0.259, data_time: 0.000, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7133, loss_cls: 2.3301, loss: 2.3301, grad_norm: 4.0154 2021-01-29 12:28:34,831 - mmaction - INFO - Epoch [18][1680/3757] lr: 1.000e-02, eta: 1 day, 20:56:58, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.4048, loss: 2.4048, grad_norm: 4.1157 2021-01-29 12:28:40,386 - mmaction - INFO - Epoch [18][1700/3757] lr: 1.000e-02, eta: 1 day, 20:56:24, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.7094, loss_cls: 2.4409, loss: 2.4409, grad_norm: 4.0378 2021-01-29 12:28:45,985 - mmaction - INFO - Epoch [18][1720/3757] lr: 1.000e-02, eta: 1 day, 20:55:51, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3051, loss: 2.3051, grad_norm: 4.0131 2021-01-29 12:28:51,188 - mmaction - INFO - Epoch [18][1740/3757] lr: 1.000e-02, eta: 1 day, 20:55:16, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6961, loss_cls: 2.4295, loss: 2.4295, grad_norm: 3.9721 2021-01-29 12:28:55,995 - mmaction - INFO - Epoch [18][1760/3757] lr: 1.000e-02, eta: 1 day, 20:54:39, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7297, loss_cls: 2.2958, loss: 2.2958, grad_norm: 4.0892 2021-01-29 12:29:02,243 - mmaction - INFO - Epoch [18][1780/3757] lr: 1.000e-02, eta: 1 day, 20:54:08, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6930, loss_cls: 2.4497, loss: 2.4497, grad_norm: 3.9597 2021-01-29 12:29:07,692 - mmaction - INFO - Epoch [18][1800/3757] lr: 1.000e-02, eta: 1 day, 20:53:35, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7352, loss_cls: 2.2731, loss: 2.2731, grad_norm: 4.0635 2021-01-29 12:29:12,749 - mmaction - INFO - Epoch [18][1820/3757] lr: 1.000e-02, eta: 1 day, 20:52:59, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.2964, loss: 2.2964, grad_norm: 3.9727 2021-01-29 12:29:18,439 - mmaction - INFO - Epoch [18][1840/3757] lr: 1.000e-02, eta: 1 day, 20:52:26, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7211, loss_cls: 2.2646, loss: 2.2646, grad_norm: 3.8037 2021-01-29 12:29:24,025 - mmaction - INFO - Epoch [18][1860/3757] lr: 1.000e-02, eta: 1 day, 20:51:53, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.6867, loss_cls: 2.4039, loss: 2.4039, grad_norm: 3.9395 2021-01-29 12:29:29,906 - mmaction - INFO - Epoch [18][1880/3757] lr: 1.000e-02, eta: 1 day, 20:51:21, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7148, loss_cls: 2.3636, loss: 2.3636, grad_norm: 3.8922 2021-01-29 12:29:35,294 - mmaction - INFO - Epoch [18][1900/3757] lr: 1.000e-02, eta: 1 day, 20:50:47, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7047, loss_cls: 2.3900, loss: 2.3900, grad_norm: 4.0671 2021-01-29 12:29:41,016 - mmaction - INFO - Epoch [18][1920/3757] lr: 1.000e-02, eta: 1 day, 20:50:14, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7406, loss_cls: 2.2479, loss: 2.2479, grad_norm: 4.0033 2021-01-29 12:29:46,279 - mmaction - INFO - Epoch [18][1940/3757] lr: 1.000e-02, eta: 1 day, 20:49:40, time: 0.263, data_time: 0.000, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2673, loss: 2.2673, grad_norm: 3.9227 2021-01-29 12:29:52,925 - mmaction - INFO - Epoch [18][1960/3757] lr: 1.000e-02, eta: 1 day, 20:49:11, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7102, loss_cls: 2.3769, loss: 2.3769, grad_norm: 4.0605 2021-01-29 12:29:58,680 - mmaction - INFO - Epoch [18][1980/3757] lr: 1.000e-02, eta: 1 day, 20:48:39, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.6828, loss_cls: 2.4508, loss: 2.4508, grad_norm: 3.9720 2021-01-29 12:30:04,320 - mmaction - INFO - Epoch [18][2000/3757] lr: 1.000e-02, eta: 1 day, 20:48:06, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6992, loss_cls: 2.4409, loss: 2.4409, grad_norm: 3.9543 2021-01-29 12:30:09,910 - mmaction - INFO - Epoch [18][2020/3757] lr: 1.000e-02, eta: 1 day, 20:47:33, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7148, loss_cls: 2.4046, loss: 2.4046, grad_norm: 3.9663 2021-01-29 12:30:15,358 - mmaction - INFO - Epoch [18][2040/3757] lr: 1.000e-02, eta: 1 day, 20:46:59, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4506, loss: 2.4506, grad_norm: 3.9187 2021-01-29 12:30:21,107 - mmaction - INFO - Epoch [18][2060/3757] lr: 1.000e-02, eta: 1 day, 20:46:27, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6937, loss_cls: 2.4502, loss: 2.4502, grad_norm: 4.0608 2021-01-29 12:30:26,698 - mmaction - INFO - Epoch [18][2080/3757] lr: 1.000e-02, eta: 1 day, 20:45:54, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6992, loss_cls: 2.3724, loss: 2.3724, grad_norm: 3.9678 2021-01-29 12:30:32,041 - mmaction - INFO - Epoch [18][2100/3757] lr: 1.000e-02, eta: 1 day, 20:45:20, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.3442, loss: 2.3442, grad_norm: 3.9154 2021-01-29 12:30:37,110 - mmaction - INFO - Epoch [18][2120/3757] lr: 1.000e-02, eta: 1 day, 20:44:45, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7297, loss_cls: 2.2782, loss: 2.2782, grad_norm: 4.0515 2021-01-29 12:30:42,778 - mmaction - INFO - Epoch [18][2140/3757] lr: 1.000e-02, eta: 1 day, 20:44:12, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7070, loss_cls: 2.3129, loss: 2.3129, grad_norm: 3.8581 2021-01-29 12:30:47,820 - mmaction - INFO - Epoch [18][2160/3757] lr: 1.000e-02, eta: 1 day, 20:43:36, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.7125, loss_cls: 2.3817, loss: 2.3817, grad_norm: 3.9892 2021-01-29 12:30:54,305 - mmaction - INFO - Epoch [18][2180/3757] lr: 1.000e-02, eta: 1 day, 20:43:08, time: 0.324, data_time: 0.005, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7273, loss_cls: 2.2654, loss: 2.2654, grad_norm: 3.9273 2021-01-29 12:30:59,788 - mmaction - INFO - Epoch [18][2200/3757] lr: 1.000e-02, eta: 1 day, 20:42:34, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7039, loss_cls: 2.3504, loss: 2.3504, grad_norm: 3.8719 2021-01-29 12:31:05,716 - mmaction - INFO - Epoch [18][2220/3757] lr: 1.000e-02, eta: 1 day, 20:42:03, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7125, loss_cls: 2.3880, loss: 2.3880, grad_norm: 3.9558 2021-01-29 12:31:11,128 - mmaction - INFO - Epoch [18][2240/3757] lr: 1.000e-02, eta: 1 day, 20:41:29, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7211, loss_cls: 2.2378, loss: 2.2378, grad_norm: 3.7862 2021-01-29 12:31:16,004 - mmaction - INFO - Epoch [18][2260/3757] lr: 1.000e-02, eta: 1 day, 20:40:53, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.3302, loss: 2.3302, grad_norm: 3.9502 2021-01-29 12:31:21,476 - mmaction - INFO - Epoch [18][2280/3757] lr: 1.000e-02, eta: 1 day, 20:40:19, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3444, loss: 2.3444, grad_norm: 3.9395 2021-01-29 12:31:26,954 - mmaction - INFO - Epoch [18][2300/3757] lr: 1.000e-02, eta: 1 day, 20:39:46, time: 0.274, data_time: 0.004, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.3203, loss: 2.3203, grad_norm: 4.1199 2021-01-29 12:31:32,396 - mmaction - INFO - Epoch [18][2320/3757] lr: 1.000e-02, eta: 1 day, 20:39:13, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7109, loss_cls: 2.2877, loss: 2.2877, grad_norm: 3.8492 2021-01-29 12:31:37,643 - mmaction - INFO - Epoch [18][2340/3757] lr: 1.000e-02, eta: 1 day, 20:38:38, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7250, loss_cls: 2.3127, loss: 2.3127, grad_norm: 3.9533 2021-01-29 12:31:43,229 - mmaction - INFO - Epoch [18][2360/3757] lr: 1.000e-02, eta: 1 day, 20:38:05, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.3551, loss: 2.3551, grad_norm: 4.0062 2021-01-29 12:31:49,324 - mmaction - INFO - Epoch [18][2380/3757] lr: 1.000e-02, eta: 1 day, 20:37:35, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7133, loss_cls: 2.3751, loss: 2.3751, grad_norm: 3.9607 2021-01-29 12:31:55,084 - mmaction - INFO - Epoch [18][2400/3757] lr: 1.000e-02, eta: 1 day, 20:37:03, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.2541, loss: 2.2541, grad_norm: 4.0433 2021-01-29 12:32:00,922 - mmaction - INFO - Epoch [18][2420/3757] lr: 1.000e-02, eta: 1 day, 20:36:31, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7070, loss_cls: 2.3739, loss: 2.3739, grad_norm: 3.9828 2021-01-29 12:32:06,204 - mmaction - INFO - Epoch [18][2440/3757] lr: 1.000e-02, eta: 1 day, 20:35:57, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6828, loss_cls: 2.4489, loss: 2.4489, grad_norm: 3.9499 2021-01-29 12:32:11,844 - mmaction - INFO - Epoch [18][2460/3757] lr: 1.000e-02, eta: 1 day, 20:35:25, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6969, loss_cls: 2.4217, loss: 2.4217, grad_norm: 3.9763 2021-01-29 12:32:17,079 - mmaction - INFO - Epoch [18][2480/3757] lr: 1.000e-02, eta: 1 day, 20:34:50, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7078, loss_cls: 2.2873, loss: 2.2873, grad_norm: 3.9379 2021-01-29 12:32:22,251 - mmaction - INFO - Epoch [18][2500/3757] lr: 1.000e-02, eta: 1 day, 20:34:16, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6898, loss_cls: 2.4108, loss: 2.4108, grad_norm: 3.9256 2021-01-29 12:32:28,037 - mmaction - INFO - Epoch [18][2520/3757] lr: 1.000e-02, eta: 1 day, 20:33:44, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7227, loss_cls: 2.2659, loss: 2.2659, grad_norm: 3.9560 2021-01-29 12:32:34,046 - mmaction - INFO - Epoch [18][2540/3757] lr: 1.000e-02, eta: 1 day, 20:33:13, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7094, loss_cls: 2.3788, loss: 2.3788, grad_norm: 4.0001 2021-01-29 12:32:39,569 - mmaction - INFO - Epoch [18][2560/3757] lr: 1.000e-02, eta: 1 day, 20:32:40, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7070, loss_cls: 2.3525, loss: 2.3525, grad_norm: 4.0093 2021-01-29 12:32:45,426 - mmaction - INFO - Epoch [18][2580/3757] lr: 1.000e-02, eta: 1 day, 20:32:09, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7047, loss_cls: 2.3414, loss: 2.3414, grad_norm: 3.8983 2021-01-29 12:32:50,989 - mmaction - INFO - Epoch [18][2600/3757] lr: 1.000e-02, eta: 1 day, 20:31:36, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7227, loss_cls: 2.3334, loss: 2.3334, grad_norm: 3.9215 2021-01-29 12:32:56,853 - mmaction - INFO - Epoch [18][2620/3757] lr: 1.000e-02, eta: 1 day, 20:31:05, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7164, loss_cls: 2.3775, loss: 2.3775, grad_norm: 3.8496 2021-01-29 12:33:02,622 - mmaction - INFO - Epoch [18][2640/3757] lr: 1.000e-02, eta: 1 day, 20:30:33, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7250, loss_cls: 2.3783, loss: 2.3783, grad_norm: 3.9820 2021-01-29 12:33:08,564 - mmaction - INFO - Epoch [18][2660/3757] lr: 1.000e-02, eta: 1 day, 20:30:02, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7016, loss_cls: 2.3997, loss: 2.3997, grad_norm: 3.9793 2021-01-29 12:33:14,068 - mmaction - INFO - Epoch [18][2680/3757] lr: 1.000e-02, eta: 1 day, 20:29:29, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7180, loss_cls: 2.2882, loss: 2.2882, grad_norm: 3.8932 2021-01-29 12:33:19,444 - mmaction - INFO - Epoch [18][2700/3757] lr: 1.000e-02, eta: 1 day, 20:28:56, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7211, loss_cls: 2.3288, loss: 2.3288, grad_norm: 4.0467 2021-01-29 12:33:25,858 - mmaction - INFO - Epoch [18][2720/3757] lr: 1.000e-02, eta: 1 day, 20:28:27, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6945, loss_cls: 2.3962, loss: 2.3962, grad_norm: 4.0205 2021-01-29 12:33:30,665 - mmaction - INFO - Epoch [18][2740/3757] lr: 1.000e-02, eta: 1 day, 20:27:51, time: 0.241, data_time: 0.003, memory: 3385, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.3341, loss: 2.3341, grad_norm: 3.9531 2021-01-29 12:33:36,293 - mmaction - INFO - Epoch [18][2760/3757] lr: 1.000e-02, eta: 1 day, 20:27:19, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7031, loss_cls: 2.3959, loss: 2.3959, grad_norm: 3.8882 2021-01-29 12:33:41,827 - mmaction - INFO - Epoch [18][2780/3757] lr: 1.000e-02, eta: 1 day, 20:26:46, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6945, loss_cls: 2.4318, loss: 2.4318, grad_norm: 3.9996 2021-01-29 12:33:48,126 - mmaction - INFO - Epoch [18][2800/3757] lr: 1.000e-02, eta: 1 day, 20:26:17, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7117, loss_cls: 2.3002, loss: 2.3002, grad_norm: 3.8994 2021-01-29 12:33:53,675 - mmaction - INFO - Epoch [18][2820/3757] lr: 1.000e-02, eta: 1 day, 20:25:44, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7063, loss_cls: 2.3836, loss: 2.3836, grad_norm: 3.9034 2021-01-29 12:33:59,382 - mmaction - INFO - Epoch [18][2840/3757] lr: 1.000e-02, eta: 1 day, 20:25:12, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7266, loss_cls: 2.2974, loss: 2.2974, grad_norm: 4.1860 2021-01-29 12:34:04,995 - mmaction - INFO - Epoch [18][2860/3757] lr: 1.000e-02, eta: 1 day, 20:24:40, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7109, loss_cls: 2.3693, loss: 2.3693, grad_norm: 3.9205 2021-01-29 12:34:10,704 - mmaction - INFO - Epoch [18][2880/3757] lr: 1.000e-02, eta: 1 day, 20:24:08, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6984, loss_cls: 2.4934, loss: 2.4934, grad_norm: 4.1265 2021-01-29 12:34:16,809 - mmaction - INFO - Epoch [18][2900/3757] lr: 1.000e-02, eta: 1 day, 20:23:38, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7258, loss_cls: 2.3492, loss: 2.3492, grad_norm: 3.9666 2021-01-29 12:34:22,117 - mmaction - INFO - Epoch [18][2920/3757] lr: 1.000e-02, eta: 1 day, 20:23:05, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7008, loss_cls: 2.3503, loss: 2.3503, grad_norm: 3.9113 2021-01-29 12:34:27,735 - mmaction - INFO - Epoch [18][2940/3757] lr: 1.000e-02, eta: 1 day, 20:22:32, time: 0.281, data_time: 0.000, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3521, loss: 2.3521, grad_norm: 3.9458 2021-01-29 12:34:33,626 - mmaction - INFO - Epoch [18][2960/3757] lr: 1.000e-02, eta: 1 day, 20:22:01, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7055, loss_cls: 2.3317, loss: 2.3317, grad_norm: 4.0293 2021-01-29 12:34:39,519 - mmaction - INFO - Epoch [18][2980/3757] lr: 1.000e-02, eta: 1 day, 20:21:31, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3644, loss: 2.3644, grad_norm: 3.8863 2021-01-29 12:34:44,977 - mmaction - INFO - Epoch [18][3000/3757] lr: 1.000e-02, eta: 1 day, 20:20:58, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.4152, loss: 2.4152, grad_norm: 3.9922 2021-01-29 12:34:50,190 - mmaction - INFO - Epoch [18][3020/3757] lr: 1.000e-02, eta: 1 day, 20:20:24, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7070, loss_cls: 2.2866, loss: 2.2866, grad_norm: 4.0275 2021-01-29 12:34:55,719 - mmaction - INFO - Epoch [18][3040/3757] lr: 1.000e-02, eta: 1 day, 20:19:51, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.3418, loss: 2.3418, grad_norm: 5.5063 2021-01-29 12:35:01,466 - mmaction - INFO - Epoch [18][3060/3757] lr: 1.000e-02, eta: 1 day, 20:19:20, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.7047, loss_cls: 2.4217, loss: 2.4217, grad_norm: 4.2462 2021-01-29 12:35:06,427 - mmaction - INFO - Epoch [18][3080/3757] lr: 1.000e-02, eta: 1 day, 20:18:45, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7234, loss_cls: 2.3298, loss: 2.3298, grad_norm: 4.0894 2021-01-29 12:35:12,276 - mmaction - INFO - Epoch [18][3100/3757] lr: 1.000e-02, eta: 1 day, 20:18:13, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6883, loss_cls: 2.4384, loss: 2.4384, grad_norm: 4.0532 2021-01-29 12:35:17,919 - mmaction - INFO - Epoch [18][3120/3757] lr: 1.000e-02, eta: 1 day, 20:17:42, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.7148, loss_cls: 2.3574, loss: 2.3574, grad_norm: 3.9618 2021-01-29 12:35:23,845 - mmaction - INFO - Epoch [18][3140/3757] lr: 1.000e-02, eta: 1 day, 20:17:11, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7172, loss_cls: 2.3225, loss: 2.3225, grad_norm: 3.9482 2021-01-29 12:35:29,663 - mmaction - INFO - Epoch [18][3160/3757] lr: 1.000e-02, eta: 1 day, 20:16:40, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.6953, loss_cls: 2.3187, loss: 2.3187, grad_norm: 3.8986 2021-01-29 12:35:34,864 - mmaction - INFO - Epoch [18][3180/3757] lr: 1.000e-02, eta: 1 day, 20:16:06, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7195, loss_cls: 2.2685, loss: 2.2685, grad_norm: 4.0597 2021-01-29 12:35:40,345 - mmaction - INFO - Epoch [18][3200/3757] lr: 1.000e-02, eta: 1 day, 20:15:33, time: 0.274, data_time: 0.004, memory: 3385, top1_acc: 0.4656, top5_acc: 0.6984, loss_cls: 2.3830, loss: 2.3830, grad_norm: 3.8848 2021-01-29 12:35:46,782 - mmaction - INFO - Epoch [18][3220/3757] lr: 1.000e-02, eta: 1 day, 20:15:05, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.4297, top5_acc: 0.6992, loss_cls: 2.4250, loss: 2.4250, grad_norm: 3.9363 2021-01-29 12:35:52,146 - mmaction - INFO - Epoch [18][3240/3757] lr: 1.000e-02, eta: 1 day, 20:14:32, time: 0.269, data_time: 0.004, memory: 3385, top1_acc: 0.4477, top5_acc: 0.7063, loss_cls: 2.4068, loss: 2.4068, grad_norm: 3.9150 2021-01-29 12:35:58,161 - mmaction - INFO - Epoch [18][3260/3757] lr: 1.000e-02, eta: 1 day, 20:14:02, time: 0.300, data_time: 0.033, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7219, loss_cls: 2.2993, loss: 2.2993, grad_norm: 3.8600 2021-01-29 12:36:03,154 - mmaction - INFO - Epoch [18][3280/3757] lr: 1.000e-02, eta: 1 day, 20:13:27, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7180, loss_cls: 2.2675, loss: 2.2675, grad_norm: 3.9583 2021-01-29 12:36:09,226 - mmaction - INFO - Epoch [18][3300/3757] lr: 1.000e-02, eta: 1 day, 20:12:57, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7055, loss_cls: 2.3951, loss: 2.3951, grad_norm: 3.9977 2021-01-29 12:36:14,152 - mmaction - INFO - Epoch [18][3320/3757] lr: 1.000e-02, eta: 1 day, 20:12:22, time: 0.246, data_time: 0.003, memory: 3385, top1_acc: 0.4477, top5_acc: 0.6906, loss_cls: 2.4386, loss: 2.4386, grad_norm: 3.9497 2021-01-29 12:36:20,958 - mmaction - INFO - Epoch [18][3340/3757] lr: 1.000e-02, eta: 1 day, 20:11:56, time: 0.340, data_time: 0.002, memory: 3385, top1_acc: 0.4453, top5_acc: 0.6977, loss_cls: 2.4499, loss: 2.4499, grad_norm: 3.9180 2021-01-29 12:36:25,984 - mmaction - INFO - Epoch [18][3360/3757] lr: 1.000e-02, eta: 1 day, 20:11:21, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.4086, loss: 2.4086, grad_norm: 3.9084 2021-01-29 12:36:31,692 - mmaction - INFO - Epoch [18][3380/3757] lr: 1.000e-02, eta: 1 day, 20:10:50, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4313, top5_acc: 0.6914, loss_cls: 2.4552, loss: 2.4552, grad_norm: 4.0645 2021-01-29 12:36:36,531 - mmaction - INFO - Epoch [18][3400/3757] lr: 1.000e-02, eta: 1 day, 20:10:14, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.4289, top5_acc: 0.7141, loss_cls: 2.3998, loss: 2.3998, grad_norm: 4.0007 2021-01-29 12:36:42,670 - mmaction - INFO - Epoch [18][3420/3757] lr: 1.000e-02, eta: 1 day, 20:09:45, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.3888, loss: 2.3888, grad_norm: 4.0028 2021-01-29 12:36:48,237 - mmaction - INFO - Epoch [18][3440/3757] lr: 1.000e-02, eta: 1 day, 20:09:13, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.4234, loss: 2.4234, grad_norm: 4.0926 2021-01-29 12:36:53,973 - mmaction - INFO - Epoch [18][3460/3757] lr: 1.000e-02, eta: 1 day, 20:08:41, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7133, loss_cls: 2.2963, loss: 2.2963, grad_norm: 4.0301 2021-01-29 12:37:00,117 - mmaction - INFO - Epoch [18][3480/3757] lr: 1.000e-02, eta: 1 day, 20:08:12, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.7109, loss_cls: 2.3556, loss: 2.3556, grad_norm: 3.9895 2021-01-29 12:37:05,470 - mmaction - INFO - Epoch [18][3500/3757] lr: 1.000e-02, eta: 1 day, 20:07:39, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7297, loss_cls: 2.3260, loss: 2.3260, grad_norm: 3.9275 2021-01-29 12:37:10,884 - mmaction - INFO - Epoch [18][3520/3757] lr: 1.000e-02, eta: 1 day, 20:07:06, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.3696, loss: 2.3696, grad_norm: 4.0937 2021-01-29 12:37:16,336 - mmaction - INFO - Epoch [18][3540/3757] lr: 1.000e-02, eta: 1 day, 20:06:34, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7148, loss_cls: 2.3160, loss: 2.3160, grad_norm: 3.8644 2021-01-29 12:37:22,729 - mmaction - INFO - Epoch [18][3560/3757] lr: 1.000e-02, eta: 1 day, 20:06:06, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7070, loss_cls: 2.3438, loss: 2.3438, grad_norm: 4.0272 2021-01-29 12:37:28,724 - mmaction - INFO - Epoch [18][3580/3757] lr: 1.000e-02, eta: 1 day, 20:05:36, time: 0.299, data_time: 0.000, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.3516, loss: 2.3516, grad_norm: 3.7820 2021-01-29 12:37:34,009 - mmaction - INFO - Epoch [18][3600/3757] lr: 1.000e-02, eta: 1 day, 20:05:03, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6984, loss_cls: 2.4059, loss: 2.4059, grad_norm: 3.9998 2021-01-29 12:37:39,796 - mmaction - INFO - Epoch [18][3620/3757] lr: 1.000e-02, eta: 1 day, 20:04:32, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7078, loss_cls: 2.3341, loss: 2.3341, grad_norm: 3.9018 2021-01-29 12:37:45,522 - mmaction - INFO - Epoch [18][3640/3757] lr: 1.000e-02, eta: 1 day, 20:04:01, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4602, top5_acc: 0.6969, loss_cls: 2.3611, loss: 2.3611, grad_norm: 4.0736 2021-01-29 12:37:51,648 - mmaction - INFO - Epoch [18][3660/3757] lr: 1.000e-02, eta: 1 day, 20:03:31, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7102, loss_cls: 2.3619, loss: 2.3619, grad_norm: 4.0231 2021-01-29 12:37:57,057 - mmaction - INFO - Epoch [18][3680/3757] lr: 1.000e-02, eta: 1 day, 20:02:59, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7195, loss_cls: 2.3049, loss: 2.3049, grad_norm: 3.9944 2021-01-29 12:38:02,911 - mmaction - INFO - Epoch [18][3700/3757] lr: 1.000e-02, eta: 1 day, 20:02:28, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4383, top5_acc: 0.7023, loss_cls: 2.4319, loss: 2.4319, grad_norm: 3.8979 2021-01-29 12:38:08,478 - mmaction - INFO - Epoch [18][3720/3757] lr: 1.000e-02, eta: 1 day, 20:01:56, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.7000, loss_cls: 2.3617, loss: 2.3617, grad_norm: 3.8733 2021-01-29 12:38:14,050 - mmaction - INFO - Epoch [18][3740/3757] lr: 1.000e-02, eta: 1 day, 20:01:25, time: 0.278, data_time: 0.000, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7359, loss_cls: 2.2968, loss: 2.2968, grad_norm: 4.0924 2021-01-29 12:38:41,668 - mmaction - INFO - Saving checkpoint at 18 epochs 2021-01-29 12:52:31,931 - mmaction - INFO - Epoch [19][20/3757] lr: 1.000e-02, eta: 1 day, 21:02:37, time: 41.483, data_time: 41.054, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7211, loss_cls: 2.3065, loss: 2.3065, grad_norm: 3.8788 2021-01-29 12:52:36,095 - mmaction - INFO - Epoch [19][40/3757] lr: 1.000e-02, eta: 1 day, 21:01:59, time: 0.221, data_time: 0.016, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.2328, loss: 2.2328, grad_norm: 3.8034 2021-01-29 12:52:40,227 - mmaction - INFO - Epoch [19][60/3757] lr: 1.000e-02, eta: 1 day, 21:01:19, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7266, loss_cls: 2.2441, loss: 2.2441, grad_norm: 4.0199 2021-01-29 12:52:44,529 - mmaction - INFO - Epoch [19][80/3757] lr: 1.000e-02, eta: 1 day, 21:00:40, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7281, loss_cls: 2.3158, loss: 2.3158, grad_norm: 3.9613 2021-01-29 12:52:48,776 - mmaction - INFO - Epoch [19][100/3757] lr: 1.000e-02, eta: 1 day, 21:00:01, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3367, loss: 2.3367, grad_norm: 3.9605 2021-01-29 12:52:52,908 - mmaction - INFO - Epoch [19][120/3757] lr: 1.000e-02, eta: 1 day, 20:59:22, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7250, loss_cls: 2.3057, loss: 2.3057, grad_norm: 3.9131 2021-01-29 12:52:57,197 - mmaction - INFO - Epoch [19][140/3757] lr: 1.000e-02, eta: 1 day, 20:58:43, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.2991, loss: 2.2991, grad_norm: 4.0420 2021-01-29 12:53:01,326 - mmaction - INFO - Epoch [19][160/3757] lr: 1.000e-02, eta: 1 day, 20:58:03, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7188, loss_cls: 2.3445, loss: 2.3445, grad_norm: 3.9592 2021-01-29 12:53:05,612 - mmaction - INFO - Epoch [19][180/3757] lr: 1.000e-02, eta: 1 day, 20:57:24, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7367, loss_cls: 2.2821, loss: 2.2821, grad_norm: 3.9752 2021-01-29 12:53:09,827 - mmaction - INFO - Epoch [19][200/3757] lr: 1.000e-02, eta: 1 day, 20:56:45, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.6898, loss_cls: 2.3826, loss: 2.3826, grad_norm: 3.8417 2021-01-29 12:53:14,132 - mmaction - INFO - Epoch [19][220/3757] lr: 1.000e-02, eta: 1 day, 20:56:07, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3278, loss: 2.3278, grad_norm: 3.7829 2021-01-29 12:53:18,299 - mmaction - INFO - Epoch [19][240/3757] lr: 1.000e-02, eta: 1 day, 20:55:27, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7234, loss_cls: 2.3288, loss: 2.3288, grad_norm: 4.0320 2021-01-29 12:53:22,427 - mmaction - INFO - Epoch [19][260/3757] lr: 1.000e-02, eta: 1 day, 20:54:48, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.2696, loss: 2.2696, grad_norm: 3.9838 2021-01-29 12:53:26,764 - mmaction - INFO - Epoch [19][280/3757] lr: 1.000e-02, eta: 1 day, 20:54:09, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7258, loss_cls: 2.2430, loss: 2.2430, grad_norm: 3.9811 2021-01-29 12:53:30,897 - mmaction - INFO - Epoch [19][300/3757] lr: 1.000e-02, eta: 1 day, 20:53:30, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3414, loss: 2.3414, grad_norm: 3.8668 2021-01-29 12:53:35,332 - mmaction - INFO - Epoch [19][320/3757] lr: 1.000e-02, eta: 1 day, 20:52:52, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.6969, loss_cls: 2.3307, loss: 2.3307, grad_norm: 4.0372 2021-01-29 12:53:39,547 - mmaction - INFO - Epoch [19][340/3757] lr: 1.000e-02, eta: 1 day, 20:52:13, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6961, loss_cls: 2.3771, loss: 2.3771, grad_norm: 3.9506 2021-01-29 12:53:43,761 - mmaction - INFO - Epoch [19][360/3757] lr: 1.000e-02, eta: 1 day, 20:51:34, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6906, loss_cls: 2.4432, loss: 2.4432, grad_norm: 4.1460 2021-01-29 12:53:48,120 - mmaction - INFO - Epoch [19][380/3757] lr: 1.000e-02, eta: 1 day, 20:50:56, time: 0.218, data_time: 0.007, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7070, loss_cls: 2.3791, loss: 2.3791, grad_norm: 3.9161 2021-01-29 12:53:52,451 - mmaction - INFO - Epoch [19][400/3757] lr: 1.000e-02, eta: 1 day, 20:50:18, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7273, loss_cls: 2.2849, loss: 2.2849, grad_norm: 3.8850 2021-01-29 12:53:56,926 - mmaction - INFO - Epoch [19][420/3757] lr: 1.000e-02, eta: 1 day, 20:49:40, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2545, loss: 2.2545, grad_norm: 3.7986 2021-01-29 12:54:01,326 - mmaction - INFO - Epoch [19][440/3757] lr: 1.000e-02, eta: 1 day, 20:49:02, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.6961, loss_cls: 2.3406, loss: 2.3406, grad_norm: 3.9227 2021-01-29 12:54:05,844 - mmaction - INFO - Epoch [19][460/3757] lr: 1.000e-02, eta: 1 day, 20:48:24, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7336, loss_cls: 2.2796, loss: 2.2796, grad_norm: 3.9168 2021-01-29 12:54:10,823 - mmaction - INFO - Epoch [19][480/3757] lr: 1.000e-02, eta: 1 day, 20:47:49, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7273, loss_cls: 2.2832, loss: 2.2832, grad_norm: 4.0185 2021-01-29 12:54:15,353 - mmaction - INFO - Epoch [19][500/3757] lr: 1.000e-02, eta: 1 day, 20:47:12, time: 0.227, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.2825, loss: 2.2825, grad_norm: 4.0638 2021-01-29 12:54:19,926 - mmaction - INFO - Epoch [19][520/3757] lr: 1.000e-02, eta: 1 day, 20:46:34, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7312, loss_cls: 2.2243, loss: 2.2243, grad_norm: 3.9792 2021-01-29 12:54:25,220 - mmaction - INFO - Epoch [19][540/3757] lr: 1.000e-02, eta: 1 day, 20:46:01, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7023, loss_cls: 2.4105, loss: 2.4105, grad_norm: 3.9091 2021-01-29 12:54:30,100 - mmaction - INFO - Epoch [19][560/3757] lr: 1.000e-02, eta: 1 day, 20:45:25, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.7141, loss_cls: 2.3735, loss: 2.3735, grad_norm: 3.9894 2021-01-29 12:54:35,964 - mmaction - INFO - Epoch [19][580/3757] lr: 1.000e-02, eta: 1 day, 20:44:54, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7070, loss_cls: 2.2889, loss: 2.2889, grad_norm: 3.8963 2021-01-29 12:54:40,620 - mmaction - INFO - Epoch [19][600/3757] lr: 1.000e-02, eta: 1 day, 20:44:17, time: 0.233, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.6984, loss_cls: 2.4591, loss: 2.4591, grad_norm: 3.8795 2021-01-29 12:54:46,510 - mmaction - INFO - Epoch [19][620/3757] lr: 1.000e-02, eta: 1 day, 20:43:46, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7086, loss_cls: 2.3428, loss: 2.3428, grad_norm: 4.0349 2021-01-29 12:54:51,673 - mmaction - INFO - Epoch [19][640/3757] lr: 1.000e-02, eta: 1 day, 20:43:11, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7125, loss_cls: 2.2708, loss: 2.2708, grad_norm: 3.9468 2021-01-29 12:54:57,008 - mmaction - INFO - Epoch [19][660/3757] lr: 1.000e-02, eta: 1 day, 20:42:38, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3267, loss: 2.3267, grad_norm: 4.1116 2021-01-29 12:55:01,665 - mmaction - INFO - Epoch [19][680/3757] lr: 1.000e-02, eta: 1 day, 20:42:01, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.3886, loss: 2.3886, grad_norm: 3.9673 2021-01-29 12:55:06,619 - mmaction - INFO - Epoch [19][700/3757] lr: 1.000e-02, eta: 1 day, 20:41:26, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.2979, loss: 2.2979, grad_norm: 3.9894 2021-01-29 12:55:11,944 - mmaction - INFO - Epoch [19][720/3757] lr: 1.000e-02, eta: 1 day, 20:40:52, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7016, loss_cls: 2.3979, loss: 2.3979, grad_norm: 3.9405 2021-01-29 12:55:17,668 - mmaction - INFO - Epoch [19][740/3757] lr: 1.000e-02, eta: 1 day, 20:40:20, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7266, loss_cls: 2.2810, loss: 2.2810, grad_norm: 4.0591 2021-01-29 12:55:23,210 - mmaction - INFO - Epoch [19][760/3757] lr: 1.000e-02, eta: 1 day, 20:39:48, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7070, loss_cls: 2.3501, loss: 2.3501, grad_norm: 3.9162 2021-01-29 12:55:28,698 - mmaction - INFO - Epoch [19][780/3757] lr: 1.000e-02, eta: 1 day, 20:39:15, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7219, loss_cls: 2.3202, loss: 2.3202, grad_norm: 4.0571 2021-01-29 12:55:33,887 - mmaction - INFO - Epoch [19][800/3757] lr: 1.000e-02, eta: 1 day, 20:38:41, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7016, loss_cls: 2.3894, loss: 2.3894, grad_norm: 3.9408 2021-01-29 12:55:39,735 - mmaction - INFO - Epoch [19][820/3757] lr: 1.000e-02, eta: 1 day, 20:38:10, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7141, loss_cls: 2.3008, loss: 2.3008, grad_norm: 4.1569 2021-01-29 12:55:46,368 - mmaction - INFO - Epoch [19][840/3757] lr: 1.000e-02, eta: 1 day, 20:37:42, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7078, loss_cls: 2.2924, loss: 2.2924, grad_norm: 3.9181 2021-01-29 12:55:51,866 - mmaction - INFO - Epoch [19][860/3757] lr: 1.000e-02, eta: 1 day, 20:37:09, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7258, loss_cls: 2.3598, loss: 2.3598, grad_norm: 4.0594 2021-01-29 12:55:58,630 - mmaction - INFO - Epoch [19][880/3757] lr: 1.000e-02, eta: 1 day, 20:36:42, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7242, loss_cls: 2.2287, loss: 2.2287, grad_norm: 3.7498 2021-01-29 12:56:03,688 - mmaction - INFO - Epoch [19][900/3757] lr: 1.000e-02, eta: 1 day, 20:36:08, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7211, loss_cls: 2.3058, loss: 2.3058, grad_norm: 4.0057 2021-01-29 12:56:10,163 - mmaction - INFO - Epoch [19][920/3757] lr: 1.000e-02, eta: 1 day, 20:35:39, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.3535, loss: 2.3535, grad_norm: 3.9001 2021-01-29 12:56:15,781 - mmaction - INFO - Epoch [19][940/3757] lr: 1.000e-02, eta: 1 day, 20:35:07, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7273, loss_cls: 2.2634, loss: 2.2634, grad_norm: 3.9017 2021-01-29 12:56:21,012 - mmaction - INFO - Epoch [19][960/3757] lr: 1.000e-02, eta: 1 day, 20:34:33, time: 0.262, data_time: 0.003, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7234, loss_cls: 2.2644, loss: 2.2644, grad_norm: 3.9720 2021-01-29 12:56:27,027 - mmaction - INFO - Epoch [19][980/3757] lr: 1.000e-02, eta: 1 day, 20:34:03, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7047, loss_cls: 2.3053, loss: 2.3053, grad_norm: 4.0915 2021-01-29 12:56:32,589 - mmaction - INFO - Epoch [19][1000/3757] lr: 1.000e-02, eta: 1 day, 20:33:31, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7133, loss_cls: 2.3613, loss: 2.3613, grad_norm: 4.0450 2021-01-29 12:56:38,161 - mmaction - INFO - Epoch [19][1020/3757] lr: 1.000e-02, eta: 1 day, 20:32:59, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7258, loss_cls: 2.3129, loss: 2.3129, grad_norm: 4.1099 2021-01-29 12:56:44,319 - mmaction - INFO - Epoch [19][1040/3757] lr: 1.000e-02, eta: 1 day, 20:32:29, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7219, loss_cls: 2.2802, loss: 2.2802, grad_norm: 4.4720 2021-01-29 12:56:50,956 - mmaction - INFO - Epoch [19][1060/3757] lr: 1.000e-02, eta: 1 day, 20:32:01, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7023, loss_cls: 2.3093, loss: 2.3093, grad_norm: 3.9843 2021-01-29 12:56:57,379 - mmaction - INFO - Epoch [19][1080/3757] lr: 1.000e-02, eta: 1 day, 20:31:33, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.3061, loss: 2.3061, grad_norm: 3.9594 2021-01-29 12:57:02,390 - mmaction - INFO - Epoch [19][1100/3757] lr: 1.000e-02, eta: 1 day, 20:30:58, time: 0.251, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7180, loss_cls: 2.3093, loss: 2.3093, grad_norm: 3.9897 2021-01-29 12:57:07,814 - mmaction - INFO - Epoch [19][1120/3757] lr: 1.000e-02, eta: 1 day, 20:30:25, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7008, loss_cls: 2.4208, loss: 2.4208, grad_norm: 3.9851 2021-01-29 12:57:13,832 - mmaction - INFO - Epoch [19][1140/3757] lr: 1.000e-02, eta: 1 day, 20:29:55, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7133, loss_cls: 2.3226, loss: 2.3226, grad_norm: 3.9693 2021-01-29 12:57:19,534 - mmaction - INFO - Epoch [19][1160/3757] lr: 1.000e-02, eta: 1 day, 20:29:24, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7273, loss_cls: 2.2692, loss: 2.2692, grad_norm: 3.8801 2021-01-29 12:57:24,927 - mmaction - INFO - Epoch [19][1180/3757] lr: 1.000e-02, eta: 1 day, 20:28:51, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7148, loss_cls: 2.3315, loss: 2.3315, grad_norm: 3.9153 2021-01-29 12:57:31,198 - mmaction - INFO - Epoch [19][1200/3757] lr: 1.000e-02, eta: 1 day, 20:28:22, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7148, loss_cls: 2.3506, loss: 2.3506, grad_norm: 3.9017 2021-01-29 12:57:37,174 - mmaction - INFO - Epoch [19][1220/3757] lr: 1.000e-02, eta: 1 day, 20:27:52, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7039, loss_cls: 2.3185, loss: 2.3185, grad_norm: 4.0088 2021-01-29 12:57:43,035 - mmaction - INFO - Epoch [19][1240/3757] lr: 1.000e-02, eta: 1 day, 20:27:21, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7164, loss_cls: 2.2908, loss: 2.2908, grad_norm: 4.1261 2021-01-29 12:57:49,414 - mmaction - INFO - Epoch [19][1260/3757] lr: 1.000e-02, eta: 1 day, 20:26:52, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.6922, loss_cls: 2.3971, loss: 2.3971, grad_norm: 3.8526 2021-01-29 12:57:55,154 - mmaction - INFO - Epoch [19][1280/3757] lr: 1.000e-02, eta: 1 day, 20:26:21, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7117, loss_cls: 2.3027, loss: 2.3027, grad_norm: 3.8515 2021-01-29 12:58:01,323 - mmaction - INFO - Epoch [19][1300/3757] lr: 1.000e-02, eta: 1 day, 20:25:52, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7391, loss_cls: 2.2395, loss: 2.2395, grad_norm: 4.0018 2021-01-29 12:58:06,835 - mmaction - INFO - Epoch [19][1320/3757] lr: 1.000e-02, eta: 1 day, 20:25:19, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.2722, loss: 2.2722, grad_norm: 3.8643 2021-01-29 12:58:12,536 - mmaction - INFO - Epoch [19][1340/3757] lr: 1.000e-02, eta: 1 day, 20:24:48, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7172, loss_cls: 2.2706, loss: 2.2706, grad_norm: 4.0497 2021-01-29 12:58:18,454 - mmaction - INFO - Epoch [19][1360/3757] lr: 1.000e-02, eta: 1 day, 20:24:17, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7172, loss_cls: 2.3800, loss: 2.3800, grad_norm: 3.9296 2021-01-29 12:58:24,244 - mmaction - INFO - Epoch [19][1380/3757] lr: 1.000e-02, eta: 1 day, 20:23:46, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7258, loss_cls: 2.3099, loss: 2.3099, grad_norm: 3.7901 2021-01-29 12:58:30,443 - mmaction - INFO - Epoch [19][1400/3757] lr: 1.000e-02, eta: 1 day, 20:23:17, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7039, loss_cls: 2.3208, loss: 2.3208, grad_norm: 3.9859 2021-01-29 12:58:36,968 - mmaction - INFO - Epoch [19][1420/3757] lr: 1.000e-02, eta: 1 day, 20:22:49, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7000, loss_cls: 2.3566, loss: 2.3566, grad_norm: 3.8613 2021-01-29 12:58:43,089 - mmaction - INFO - Epoch [19][1440/3757] lr: 1.000e-02, eta: 1 day, 20:22:20, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7188, loss_cls: 2.3659, loss: 2.3659, grad_norm: 3.8202 2021-01-29 12:58:49,204 - mmaction - INFO - Epoch [19][1460/3757] lr: 1.000e-02, eta: 1 day, 20:21:50, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7023, loss_cls: 2.4250, loss: 2.4250, grad_norm: 4.3074 2021-01-29 12:58:54,959 - mmaction - INFO - Epoch [19][1480/3757] lr: 1.000e-02, eta: 1 day, 20:21:19, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7070, loss_cls: 2.3782, loss: 2.3782, grad_norm: 3.9237 2021-01-29 12:59:00,799 - mmaction - INFO - Epoch [19][1500/3757] lr: 1.000e-02, eta: 1 day, 20:20:49, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7141, loss_cls: 2.3148, loss: 2.3148, grad_norm: 4.0073 2021-01-29 12:59:06,844 - mmaction - INFO - Epoch [19][1520/3757] lr: 1.000e-02, eta: 1 day, 20:20:19, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7164, loss_cls: 2.3641, loss: 2.3641, grad_norm: 3.9552 2021-01-29 12:59:12,385 - mmaction - INFO - Epoch [19][1540/3757] lr: 1.000e-02, eta: 1 day, 20:19:47, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7016, loss_cls: 2.4013, loss: 2.4013, grad_norm: 4.0369 2021-01-29 12:59:18,352 - mmaction - INFO - Epoch [19][1560/3757] lr: 1.000e-02, eta: 1 day, 20:19:17, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3271, loss: 2.3271, grad_norm: 3.9617 2021-01-29 12:59:24,150 - mmaction - INFO - Epoch [19][1580/3757] lr: 1.000e-02, eta: 1 day, 20:18:46, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7344, loss_cls: 2.2517, loss: 2.2517, grad_norm: 3.8885 2021-01-29 12:59:30,715 - mmaction - INFO - Epoch [19][1600/3757] lr: 1.000e-02, eta: 1 day, 20:18:18, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.4422, top5_acc: 0.7023, loss_cls: 2.3768, loss: 2.3768, grad_norm: 4.1509 2021-01-29 12:59:35,871 - mmaction - INFO - Epoch [19][1620/3757] lr: 1.000e-02, eta: 1 day, 20:17:45, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7172, loss_cls: 2.2588, loss: 2.2588, grad_norm: 3.9203 2021-01-29 12:59:42,146 - mmaction - INFO - Epoch [19][1640/3757] lr: 1.000e-02, eta: 1 day, 20:17:16, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4321, loss: 2.4321, grad_norm: 3.9235 2021-01-29 12:59:48,054 - mmaction - INFO - Epoch [19][1660/3757] lr: 1.000e-02, eta: 1 day, 20:16:46, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7078, loss_cls: 2.3172, loss: 2.3172, grad_norm: 3.9717 2021-01-29 12:59:53,842 - mmaction - INFO - Epoch [19][1680/3757] lr: 1.000e-02, eta: 1 day, 20:16:15, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7125, loss_cls: 2.3225, loss: 2.3225, grad_norm: 3.9256 2021-01-29 12:59:59,910 - mmaction - INFO - Epoch [19][1700/3757] lr: 1.000e-02, eta: 1 day, 20:15:45, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7086, loss_cls: 2.4128, loss: 2.4128, grad_norm: 3.9160 2021-01-29 13:00:06,369 - mmaction - INFO - Epoch [19][1720/3757] lr: 1.000e-02, eta: 1 day, 20:15:17, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.2910, loss: 2.2910, grad_norm: 3.8508 2021-01-29 13:00:12,067 - mmaction - INFO - Epoch [19][1740/3757] lr: 1.000e-02, eta: 1 day, 20:14:46, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7086, loss_cls: 2.3038, loss: 2.3038, grad_norm: 3.8224 2021-01-29 13:00:18,098 - mmaction - INFO - Epoch [19][1760/3757] lr: 1.000e-02, eta: 1 day, 20:14:17, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7180, loss_cls: 2.3158, loss: 2.3158, grad_norm: 4.0233 2021-01-29 13:00:23,724 - mmaction - INFO - Epoch [19][1780/3757] lr: 1.000e-02, eta: 1 day, 20:13:45, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.2967, loss: 2.2967, grad_norm: 3.9454 2021-01-29 13:00:29,546 - mmaction - INFO - Epoch [19][1800/3757] lr: 1.000e-02, eta: 1 day, 20:13:15, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2562, loss: 2.2562, grad_norm: 3.9549 2021-01-29 13:00:36,162 - mmaction - INFO - Epoch [19][1820/3757] lr: 1.000e-02, eta: 1 day, 20:12:48, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7023, loss_cls: 2.3438, loss: 2.3438, grad_norm: 4.0876 2021-01-29 13:00:41,837 - mmaction - INFO - Epoch [19][1840/3757] lr: 1.000e-02, eta: 1 day, 20:12:16, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4609, top5_acc: 0.6922, loss_cls: 2.3861, loss: 2.3861, grad_norm: 3.9178 2021-01-29 13:00:47,446 - mmaction - INFO - Epoch [19][1860/3757] lr: 1.000e-02, eta: 1 day, 20:11:45, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7203, loss_cls: 2.3446, loss: 2.3446, grad_norm: 4.0993 2021-01-29 13:00:53,480 - mmaction - INFO - Epoch [19][1880/3757] lr: 1.000e-02, eta: 1 day, 20:11:15, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.4477, top5_acc: 0.7219, loss_cls: 2.3128, loss: 2.3128, grad_norm: 3.9379 2021-01-29 13:00:58,911 - mmaction - INFO - Epoch [19][1900/3757] lr: 1.000e-02, eta: 1 day, 20:10:43, time: 0.271, data_time: 0.004, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7180, loss_cls: 2.2796, loss: 2.2796, grad_norm: 4.0347 2021-01-29 13:01:05,063 - mmaction - INFO - Epoch [19][1920/3757] lr: 1.000e-02, eta: 1 day, 20:10:14, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.3086, loss: 2.3086, grad_norm: 3.9460 2021-01-29 13:01:11,239 - mmaction - INFO - Epoch [19][1940/3757] lr: 1.000e-02, eta: 1 day, 20:09:45, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2246, loss: 2.2246, grad_norm: 3.8857 2021-01-29 13:01:16,935 - mmaction - INFO - Epoch [19][1960/3757] lr: 1.000e-02, eta: 1 day, 20:09:14, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7094, loss_cls: 2.3240, loss: 2.3240, grad_norm: 3.9931 2021-01-29 13:01:23,659 - mmaction - INFO - Epoch [19][1980/3757] lr: 1.000e-02, eta: 1 day, 20:08:48, time: 0.337, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.6977, loss_cls: 2.3563, loss: 2.3563, grad_norm: 3.9451 2021-01-29 13:01:29,196 - mmaction - INFO - Epoch [19][2000/3757] lr: 1.000e-02, eta: 1 day, 20:08:16, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7164, loss_cls: 2.3656, loss: 2.3656, grad_norm: 4.0219 2021-01-29 13:01:34,711 - mmaction - INFO - Epoch [19][2020/3757] lr: 1.000e-02, eta: 1 day, 20:07:44, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4492, top5_acc: 0.6984, loss_cls: 2.4079, loss: 2.4079, grad_norm: 4.1517 2021-01-29 13:01:41,226 - mmaction - INFO - Epoch [19][2040/3757] lr: 1.000e-02, eta: 1 day, 20:07:17, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7039, loss_cls: 2.3101, loss: 2.3101, grad_norm: 3.9649 2021-01-29 13:01:47,086 - mmaction - INFO - Epoch [19][2060/3757] lr: 1.000e-02, eta: 1 day, 20:06:46, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7125, loss_cls: 2.3766, loss: 2.3766, grad_norm: 4.0059 2021-01-29 13:01:52,977 - mmaction - INFO - Epoch [19][2080/3757] lr: 1.000e-02, eta: 1 day, 20:06:16, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7141, loss_cls: 2.3425, loss: 2.3425, grad_norm: 4.0039 2021-01-29 13:01:58,890 - mmaction - INFO - Epoch [19][2100/3757] lr: 1.000e-02, eta: 1 day, 20:05:46, time: 0.296, data_time: 0.000, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2589, loss: 2.2589, grad_norm: 4.0231 2021-01-29 13:02:04,638 - mmaction - INFO - Epoch [19][2120/3757] lr: 1.000e-02, eta: 1 day, 20:05:16, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7344, loss_cls: 2.2379, loss: 2.2379, grad_norm: 4.0294 2021-01-29 13:02:11,545 - mmaction - INFO - Epoch [19][2140/3757] lr: 1.000e-02, eta: 1 day, 20:04:50, time: 0.345, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3468, loss: 2.3468, grad_norm: 3.8509 2021-01-29 13:02:17,114 - mmaction - INFO - Epoch [19][2160/3757] lr: 1.000e-02, eta: 1 day, 20:04:19, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7133, loss_cls: 2.3456, loss: 2.3456, grad_norm: 3.9676 2021-01-29 13:02:22,654 - mmaction - INFO - Epoch [19][2180/3757] lr: 1.000e-02, eta: 1 day, 20:03:47, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7141, loss_cls: 2.3032, loss: 2.3032, grad_norm: 3.9900 2021-01-29 13:02:28,560 - mmaction - INFO - Epoch [19][2200/3757] lr: 1.000e-02, eta: 1 day, 20:03:17, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.4609, top5_acc: 0.6945, loss_cls: 2.3712, loss: 2.3712, grad_norm: 4.0960 2021-01-29 13:02:34,262 - mmaction - INFO - Epoch [19][2220/3757] lr: 1.000e-02, eta: 1 day, 20:02:46, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.3725, loss: 2.3725, grad_norm: 4.1082 2021-01-29 13:02:39,769 - mmaction - INFO - Epoch [19][2240/3757] lr: 1.000e-02, eta: 1 day, 20:02:15, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7055, loss_cls: 2.2717, loss: 2.2717, grad_norm: 3.9753 2021-01-29 13:02:46,180 - mmaction - INFO - Epoch [19][2260/3757] lr: 1.000e-02, eta: 1 day, 20:01:47, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7125, loss_cls: 2.3792, loss: 2.3792, grad_norm: 4.6409 2021-01-29 13:02:51,957 - mmaction - INFO - Epoch [19][2280/3757] lr: 1.000e-02, eta: 1 day, 20:01:17, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4375, top5_acc: 0.7102, loss_cls: 2.3543, loss: 2.3543, grad_norm: 4.0304 2021-01-29 13:02:58,507 - mmaction - INFO - Epoch [19][2300/3757] lr: 1.000e-02, eta: 1 day, 20:00:50, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7039, loss_cls: 2.3723, loss: 2.3723, grad_norm: 4.0207 2021-01-29 13:03:04,187 - mmaction - INFO - Epoch [19][2320/3757] lr: 1.000e-02, eta: 1 day, 20:00:19, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4305, top5_acc: 0.6727, loss_cls: 2.5347, loss: 2.5347, grad_norm: 3.9297 2021-01-29 13:03:09,894 - mmaction - INFO - Epoch [19][2340/3757] lr: 1.000e-02, eta: 1 day, 19:59:48, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7063, loss_cls: 2.4051, loss: 2.4051, grad_norm: 3.9589 2021-01-29 13:03:16,130 - mmaction - INFO - Epoch [19][2360/3757] lr: 1.000e-02, eta: 1 day, 19:59:20, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7109, loss_cls: 2.3190, loss: 2.3190, grad_norm: 3.9428 2021-01-29 13:03:21,281 - mmaction - INFO - Epoch [19][2380/3757] lr: 1.000e-02, eta: 1 day, 19:58:47, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7398, loss_cls: 2.2284, loss: 2.2284, grad_norm: 3.9441 2021-01-29 13:03:27,366 - mmaction - INFO - Epoch [19][2400/3757] lr: 1.000e-02, eta: 1 day, 19:58:18, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7242, loss_cls: 2.3378, loss: 2.3378, grad_norm: 3.8949 2021-01-29 13:03:33,110 - mmaction - INFO - Epoch [19][2420/3757] lr: 1.000e-02, eta: 1 day, 19:57:47, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7211, loss_cls: 2.3036, loss: 2.3036, grad_norm: 3.9494 2021-01-29 13:03:38,599 - mmaction - INFO - Epoch [19][2440/3757] lr: 1.000e-02, eta: 1 day, 19:57:16, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7180, loss_cls: 2.3357, loss: 2.3357, grad_norm: 3.7942 2021-01-29 13:03:44,587 - mmaction - INFO - Epoch [19][2460/3757] lr: 1.000e-02, eta: 1 day, 19:56:46, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7148, loss_cls: 2.3437, loss: 2.3437, grad_norm: 3.9745 2021-01-29 13:03:50,664 - mmaction - INFO - Epoch [19][2480/3757] lr: 1.000e-02, eta: 1 day, 19:56:17, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7086, loss_cls: 2.3219, loss: 2.3219, grad_norm: 4.1462 2021-01-29 13:03:57,272 - mmaction - INFO - Epoch [19][2500/3757] lr: 1.000e-02, eta: 1 day, 19:55:50, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7359, loss_cls: 2.2879, loss: 2.2879, grad_norm: 3.9883 2021-01-29 13:04:02,972 - mmaction - INFO - Epoch [19][2520/3757] lr: 1.000e-02, eta: 1 day, 19:55:20, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.6914, loss_cls: 2.3325, loss: 2.3325, grad_norm: 3.7703 2021-01-29 13:04:08,895 - mmaction - INFO - Epoch [19][2540/3757] lr: 1.000e-02, eta: 1 day, 19:54:50, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.4430, top5_acc: 0.7063, loss_cls: 2.3329, loss: 2.3329, grad_norm: 4.0277 2021-01-29 13:04:14,487 - mmaction - INFO - Epoch [19][2560/3757] lr: 1.000e-02, eta: 1 day, 19:54:19, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6992, loss_cls: 2.4142, loss: 2.4142, grad_norm: 4.0164 2021-01-29 13:04:20,803 - mmaction - INFO - Epoch [19][2580/3757] lr: 1.000e-02, eta: 1 day, 19:53:51, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3072, loss: 2.3072, grad_norm: 3.9070 2021-01-29 13:04:27,112 - mmaction - INFO - Epoch [19][2600/3757] lr: 1.000e-02, eta: 1 day, 19:53:23, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7109, loss_cls: 2.3884, loss: 2.3884, grad_norm: 4.0139 2021-01-29 13:04:33,009 - mmaction - INFO - Epoch [19][2620/3757] lr: 1.000e-02, eta: 1 day, 19:52:54, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7039, loss_cls: 2.3461, loss: 2.3461, grad_norm: 3.9733 2021-01-29 13:04:38,606 - mmaction - INFO - Epoch [19][2640/3757] lr: 1.000e-02, eta: 1 day, 19:52:23, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7242, loss_cls: 2.2794, loss: 2.2794, grad_norm: 3.9111 2021-01-29 13:04:44,871 - mmaction - INFO - Epoch [19][2660/3757] lr: 1.000e-02, eta: 1 day, 19:51:55, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7055, loss_cls: 2.3282, loss: 2.3282, grad_norm: 3.8989 2021-01-29 13:04:50,941 - mmaction - INFO - Epoch [19][2680/3757] lr: 1.000e-02, eta: 1 day, 19:51:26, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7164, loss_cls: 2.2835, loss: 2.2835, grad_norm: 3.8392 2021-01-29 13:04:57,584 - mmaction - INFO - Epoch [19][2700/3757] lr: 1.000e-02, eta: 1 day, 19:50:59, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.6969, loss_cls: 2.3717, loss: 2.3717, grad_norm: 4.0494 2021-01-29 13:05:02,881 - mmaction - INFO - Epoch [19][2720/3757] lr: 1.000e-02, eta: 1 day, 19:50:27, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7172, loss_cls: 2.3263, loss: 2.3263, grad_norm: 3.9377 2021-01-29 13:05:09,211 - mmaction - INFO - Epoch [19][2740/3757] lr: 1.000e-02, eta: 1 day, 19:49:59, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2742, loss: 2.2742, grad_norm: 3.9312 2021-01-29 13:05:14,781 - mmaction - INFO - Epoch [19][2760/3757] lr: 1.000e-02, eta: 1 day, 19:49:28, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7055, loss_cls: 2.3454, loss: 2.3454, grad_norm: 4.0635 2021-01-29 13:05:21,000 - mmaction - INFO - Epoch [19][2780/3757] lr: 1.000e-02, eta: 1 day, 19:49:00, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.4297, top5_acc: 0.7070, loss_cls: 2.4217, loss: 2.4217, grad_norm: 3.9152 2021-01-29 13:05:26,348 - mmaction - INFO - Epoch [19][2800/3757] lr: 1.000e-02, eta: 1 day, 19:48:28, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7219, loss_cls: 2.2943, loss: 2.2943, grad_norm: 4.0339 2021-01-29 13:05:32,116 - mmaction - INFO - Epoch [19][2820/3757] lr: 1.000e-02, eta: 1 day, 19:47:58, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7031, loss_cls: 2.3955, loss: 2.3955, grad_norm: 4.0021 2021-01-29 13:05:37,977 - mmaction - INFO - Epoch [19][2840/3757] lr: 1.000e-02, eta: 1 day, 19:47:28, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7117, loss_cls: 2.4009, loss: 2.4009, grad_norm: 3.8346 2021-01-29 13:05:43,903 - mmaction - INFO - Epoch [19][2860/3757] lr: 1.000e-02, eta: 1 day, 19:46:59, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.6953, loss_cls: 2.4062, loss: 2.4062, grad_norm: 3.8916 2021-01-29 13:05:49,974 - mmaction - INFO - Epoch [19][2880/3757] lr: 1.000e-02, eta: 1 day, 19:46:30, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7070, loss_cls: 2.3715, loss: 2.3715, grad_norm: 3.8336 2021-01-29 13:05:55,235 - mmaction - INFO - Epoch [19][2900/3757] lr: 1.000e-02, eta: 1 day, 19:45:58, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3626, loss: 2.3626, grad_norm: 3.9352 2021-01-29 13:06:01,692 - mmaction - INFO - Epoch [19][2920/3757] lr: 1.000e-02, eta: 1 day, 19:45:31, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7203, loss_cls: 2.3609, loss: 2.3609, grad_norm: 3.9001 2021-01-29 13:06:07,858 - mmaction - INFO - Epoch [19][2940/3757] lr: 1.000e-02, eta: 1 day, 19:45:03, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7148, loss_cls: 2.3351, loss: 2.3351, grad_norm: 3.8930 2021-01-29 13:06:13,918 - mmaction - INFO - Epoch [19][2960/3757] lr: 1.000e-02, eta: 1 day, 19:44:34, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7172, loss_cls: 2.3031, loss: 2.3031, grad_norm: 3.8682 2021-01-29 13:06:19,863 - mmaction - INFO - Epoch [19][2980/3757] lr: 1.000e-02, eta: 1 day, 19:44:05, time: 0.297, data_time: 0.000, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7109, loss_cls: 2.3463, loss: 2.3463, grad_norm: 3.8964 2021-01-29 13:06:26,087 - mmaction - INFO - Epoch [19][3000/3757] lr: 1.000e-02, eta: 1 day, 19:43:37, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7258, loss_cls: 2.2774, loss: 2.2774, grad_norm: 4.0012 2021-01-29 13:06:31,874 - mmaction - INFO - Epoch [19][3020/3757] lr: 1.000e-02, eta: 1 day, 19:43:07, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7008, loss_cls: 2.4199, loss: 2.4199, grad_norm: 3.9691 2021-01-29 13:06:37,607 - mmaction - INFO - Epoch [19][3040/3757] lr: 1.000e-02, eta: 1 day, 19:42:37, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.3081, loss: 2.3081, grad_norm: 4.0264 2021-01-29 13:06:43,422 - mmaction - INFO - Epoch [19][3060/3757] lr: 1.000e-02, eta: 1 day, 19:42:07, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.6969, loss_cls: 2.3826, loss: 2.3826, grad_norm: 3.9610 2021-01-29 13:06:48,698 - mmaction - INFO - Epoch [19][3080/3757] lr: 1.000e-02, eta: 1 day, 19:41:35, time: 0.263, data_time: 0.003, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6805, loss_cls: 2.4560, loss: 2.4560, grad_norm: 3.8620 2021-01-29 13:06:54,876 - mmaction - INFO - Epoch [19][3100/3757] lr: 1.000e-02, eta: 1 day, 19:41:07, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7281, loss_cls: 2.2816, loss: 2.2816, grad_norm: 3.9948 2021-01-29 13:07:00,398 - mmaction - INFO - Epoch [19][3120/3757] lr: 1.000e-02, eta: 1 day, 19:40:36, time: 0.276, data_time: 0.004, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7133, loss_cls: 2.3212, loss: 2.3212, grad_norm: 3.9945 2021-01-29 13:07:06,799 - mmaction - INFO - Epoch [19][3140/3757] lr: 1.000e-02, eta: 1 day, 19:40:09, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7102, loss_cls: 2.3508, loss: 2.3508, grad_norm: 4.0115 2021-01-29 13:07:12,206 - mmaction - INFO - Epoch [19][3160/3757] lr: 1.000e-02, eta: 1 day, 19:39:37, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7141, loss_cls: 2.3975, loss: 2.3975, grad_norm: 4.0980 2021-01-29 13:07:19,159 - mmaction - INFO - Epoch [19][3180/3757] lr: 1.000e-02, eta: 1 day, 19:39:12, time: 0.347, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7516, loss_cls: 2.1772, loss: 2.1772, grad_norm: 3.8688 2021-01-29 13:07:24,802 - mmaction - INFO - Epoch [19][3200/3757] lr: 1.000e-02, eta: 1 day, 19:38:42, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.3568, loss: 2.3568, grad_norm: 4.0585 2021-01-29 13:07:30,182 - mmaction - INFO - Epoch [19][3220/3757] lr: 1.000e-02, eta: 1 day, 19:38:10, time: 0.269, data_time: 0.003, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7172, loss_cls: 2.3194, loss: 2.3194, grad_norm: 4.0174 2021-01-29 13:07:35,835 - mmaction - INFO - Epoch [19][3240/3757] lr: 1.000e-02, eta: 1 day, 19:37:40, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7125, loss_cls: 2.3533, loss: 2.3533, grad_norm: 3.9800 2021-01-29 13:07:42,066 - mmaction - INFO - Epoch [19][3260/3757] lr: 1.000e-02, eta: 1 day, 19:37:12, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.7078, loss_cls: 2.3663, loss: 2.3663, grad_norm: 4.0103 2021-01-29 13:07:47,454 - mmaction - INFO - Epoch [19][3280/3757] lr: 1.000e-02, eta: 1 day, 19:36:41, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4391, top5_acc: 0.7031, loss_cls: 2.3908, loss: 2.3908, grad_norm: 3.8985 2021-01-29 13:07:53,619 - mmaction - INFO - Epoch [19][3300/3757] lr: 1.000e-02, eta: 1 day, 19:36:13, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7273, loss_cls: 2.2442, loss: 2.2442, grad_norm: 4.0727 2021-01-29 13:07:59,056 - mmaction - INFO - Epoch [19][3320/3757] lr: 1.000e-02, eta: 1 day, 19:35:42, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7344, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.8838 2021-01-29 13:08:04,735 - mmaction - INFO - Epoch [19][3340/3757] lr: 1.000e-02, eta: 1 day, 19:35:11, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4602, top5_acc: 0.6805, loss_cls: 2.4005, loss: 2.4005, grad_norm: 3.8613 2021-01-29 13:08:10,272 - mmaction - INFO - Epoch [19][3360/3757] lr: 1.000e-02, eta: 1 day, 19:34:41, time: 0.277, data_time: 0.005, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.3000, loss: 2.3000, grad_norm: 3.8353 2021-01-29 13:08:15,418 - mmaction - INFO - Epoch [19][3380/3757] lr: 1.000e-02, eta: 1 day, 19:34:08, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7102, loss_cls: 2.3784, loss: 2.3784, grad_norm: 3.8597 2021-01-29 13:08:21,119 - mmaction - INFO - Epoch [19][3400/3757] lr: 1.000e-02, eta: 1 day, 19:33:38, time: 0.285, data_time: 0.005, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7133, loss_cls: 2.2900, loss: 2.2900, grad_norm: 3.9855 2021-01-29 13:08:26,958 - mmaction - INFO - Epoch [19][3420/3757] lr: 1.000e-02, eta: 1 day, 19:33:09, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7195, loss_cls: 2.3072, loss: 2.3072, grad_norm: 4.0341 2021-01-29 13:08:32,507 - mmaction - INFO - Epoch [19][3440/3757] lr: 1.000e-02, eta: 1 day, 19:32:38, time: 0.277, data_time: 0.004, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6977, loss_cls: 2.3802, loss: 2.3802, grad_norm: 3.9797 2021-01-29 13:08:38,552 - mmaction - INFO - Epoch [19][3460/3757] lr: 1.000e-02, eta: 1 day, 19:32:10, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7141, loss_cls: 2.3444, loss: 2.3444, grad_norm: 4.0074 2021-01-29 13:08:44,363 - mmaction - INFO - Epoch [19][3480/3757] lr: 1.000e-02, eta: 1 day, 19:31:40, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6914, loss_cls: 2.3900, loss: 2.3900, grad_norm: 3.8347 2021-01-29 13:08:50,533 - mmaction - INFO - Epoch [19][3500/3757] lr: 1.000e-02, eta: 1 day, 19:31:12, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3000, loss: 2.3000, grad_norm: 4.0593 2021-01-29 13:08:55,490 - mmaction - INFO - Epoch [19][3520/3757] lr: 1.000e-02, eta: 1 day, 19:30:39, time: 0.248, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7312, loss_cls: 2.3095, loss: 2.3095, grad_norm: 3.8951 2021-01-29 13:09:02,002 - mmaction - INFO - Epoch [19][3540/3757] lr: 1.000e-02, eta: 1 day, 19:30:13, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.2930, loss: 2.2930, grad_norm: 4.0045 2021-01-29 13:09:07,524 - mmaction - INFO - Epoch [19][3560/3757] lr: 1.000e-02, eta: 1 day, 19:29:42, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6891, loss_cls: 2.4098, loss: 2.4098, grad_norm: 3.9242 2021-01-29 13:09:13,288 - mmaction - INFO - Epoch [19][3580/3757] lr: 1.000e-02, eta: 1 day, 19:29:13, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7156, loss_cls: 2.2682, loss: 2.2682, grad_norm: 4.0168 2021-01-29 13:09:18,939 - mmaction - INFO - Epoch [19][3600/3757] lr: 1.000e-02, eta: 1 day, 19:28:43, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7117, loss_cls: 2.3689, loss: 2.3689, grad_norm: 4.1299 2021-01-29 13:09:25,188 - mmaction - INFO - Epoch [19][3620/3757] lr: 1.000e-02, eta: 1 day, 19:28:15, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.6945, loss_cls: 2.3638, loss: 2.3638, grad_norm: 4.2434 2021-01-29 13:09:31,195 - mmaction - INFO - Epoch [19][3640/3757] lr: 1.000e-02, eta: 1 day, 19:27:46, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7000, loss_cls: 2.3392, loss: 2.3392, grad_norm: 3.9161 2021-01-29 13:09:35,983 - mmaction - INFO - Epoch [19][3660/3757] lr: 1.000e-02, eta: 1 day, 19:27:13, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7125, loss_cls: 2.3621, loss: 2.3621, grad_norm: 4.0231 2021-01-29 13:09:41,557 - mmaction - INFO - Epoch [19][3680/3757] lr: 1.000e-02, eta: 1 day, 19:26:42, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.3330, loss: 2.3330, grad_norm: 3.8549 2021-01-29 13:09:47,542 - mmaction - INFO - Epoch [19][3700/3757] lr: 1.000e-02, eta: 1 day, 19:26:14, time: 0.299, data_time: 0.004, memory: 3385, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.4216, loss: 2.4216, grad_norm: 3.8956 2021-01-29 13:09:53,726 - mmaction - INFO - Epoch [19][3720/3757] lr: 1.000e-02, eta: 1 day, 19:25:46, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7055, loss_cls: 2.3818, loss: 2.3818, grad_norm: 3.9212 2021-01-29 13:09:59,167 - mmaction - INFO - Epoch [19][3740/3757] lr: 1.000e-02, eta: 1 day, 19:25:15, time: 0.272, data_time: 0.004, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7203, loss_cls: 2.2938, loss: 2.2938, grad_norm: 3.8797 2021-01-29 13:10:30,487 - mmaction - INFO - Saving checkpoint at 19 epochs 2021-01-29 13:25:09,052 - mmaction - INFO - Epoch [20][20/3757] lr: 1.000e-02, eta: 1 day, 20:25:58, time: 43.908, data_time: 43.339, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6922, loss_cls: 2.4221, loss: 2.4221, grad_norm: 4.4128 2021-01-29 13:25:13,198 - mmaction - INFO - Epoch [20][40/3757] lr: 1.000e-02, eta: 1 day, 20:25:20, time: 0.213, data_time: 0.008, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7422, loss_cls: 2.1908, loss: 2.1908, grad_norm: 3.9173 2021-01-29 13:25:17,324 - mmaction - INFO - Epoch [20][60/3757] lr: 1.000e-02, eta: 1 day, 20:24:43, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.6992, loss_cls: 2.3574, loss: 2.3574, grad_norm: 3.9199 2021-01-29 13:25:21,615 - mmaction - INFO - Epoch [20][80/3757] lr: 1.000e-02, eta: 1 day, 20:24:06, time: 0.215, data_time: 0.004, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.2489, loss: 2.2489, grad_norm: 3.8268 2021-01-29 13:25:25,819 - mmaction - INFO - Epoch [20][100/3757] lr: 1.000e-02, eta: 1 day, 20:23:28, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7289, loss_cls: 2.2369, loss: 2.2369, grad_norm: 3.9314 2021-01-29 13:25:29,935 - mmaction - INFO - Epoch [20][120/3757] lr: 1.000e-02, eta: 1 day, 20:22:51, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7117, loss_cls: 2.2920, loss: 2.2920, grad_norm: 3.9831 2021-01-29 13:25:34,223 - mmaction - INFO - Epoch [20][140/3757] lr: 1.000e-02, eta: 1 day, 20:22:14, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7109, loss_cls: 2.3338, loss: 2.3338, grad_norm: 3.8882 2021-01-29 13:25:38,414 - mmaction - INFO - Epoch [20][160/3757] lr: 1.000e-02, eta: 1 day, 20:21:36, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7055, loss_cls: 2.4029, loss: 2.4029, grad_norm: 4.0111 2021-01-29 13:25:42,594 - mmaction - INFO - Epoch [20][180/3757] lr: 1.000e-02, eta: 1 day, 20:20:59, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7344, loss_cls: 2.2035, loss: 2.2035, grad_norm: 4.0545 2021-01-29 13:25:46,796 - mmaction - INFO - Epoch [20][200/3757] lr: 1.000e-02, eta: 1 day, 20:20:22, time: 0.212, data_time: 0.003, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.3347, loss: 2.3347, grad_norm: 4.1149 2021-01-29 13:25:50,915 - mmaction - INFO - Epoch [20][220/3757] lr: 1.000e-02, eta: 1 day, 20:19:44, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.3897, loss: 2.3897, grad_norm: 4.0707 2021-01-29 13:25:55,196 - mmaction - INFO - Epoch [20][240/3757] lr: 1.000e-02, eta: 1 day, 20:19:07, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7102, loss_cls: 2.4051, loss: 2.4051, grad_norm: 4.0755 2021-01-29 13:25:59,350 - mmaction - INFO - Epoch [20][260/3757] lr: 1.000e-02, eta: 1 day, 20:18:30, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7023, loss_cls: 2.3725, loss: 2.3725, grad_norm: 3.9825 2021-01-29 13:26:03,482 - mmaction - INFO - Epoch [20][280/3757] lr: 1.000e-02, eta: 1 day, 20:17:53, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6719, loss_cls: 2.4644, loss: 2.4644, grad_norm: 4.0354 2021-01-29 13:26:07,812 - mmaction - INFO - Epoch [20][300/3757] lr: 1.000e-02, eta: 1 day, 20:17:16, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6945, loss_cls: 2.4303, loss: 2.4303, grad_norm: 3.9809 2021-01-29 13:26:11,976 - mmaction - INFO - Epoch [20][320/3757] lr: 1.000e-02, eta: 1 day, 20:16:39, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7180, loss_cls: 2.3606, loss: 2.3606, grad_norm: 3.8987 2021-01-29 13:26:16,398 - mmaction - INFO - Epoch [20][340/3757] lr: 1.000e-02, eta: 1 day, 20:16:02, time: 0.221, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7250, loss_cls: 2.2709, loss: 2.2709, grad_norm: 3.9170 2021-01-29 13:26:20,554 - mmaction - INFO - Epoch [20][360/3757] lr: 1.000e-02, eta: 1 day, 20:15:25, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7039, loss_cls: 2.3481, loss: 2.3481, grad_norm: 4.0504 2021-01-29 13:26:24,810 - mmaction - INFO - Epoch [20][380/3757] lr: 1.000e-02, eta: 1 day, 20:14:48, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7320, loss_cls: 2.2588, loss: 2.2588, grad_norm: 3.7988 2021-01-29 13:26:29,166 - mmaction - INFO - Epoch [20][400/3757] lr: 1.000e-02, eta: 1 day, 20:14:12, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2321, loss: 2.2321, grad_norm: 4.0386 2021-01-29 13:26:33,468 - mmaction - INFO - Epoch [20][420/3757] lr: 1.000e-02, eta: 1 day, 20:13:35, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4461, top5_acc: 0.7047, loss_cls: 2.3995, loss: 2.3995, grad_norm: 4.4476 2021-01-29 13:26:37,931 - mmaction - INFO - Epoch [20][440/3757] lr: 1.000e-02, eta: 1 day, 20:12:59, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7148, loss_cls: 2.3557, loss: 2.3557, grad_norm: 4.4832 2021-01-29 13:26:42,334 - mmaction - INFO - Epoch [20][460/3757] lr: 1.000e-02, eta: 1 day, 20:12:23, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7180, loss_cls: 2.3345, loss: 2.3345, grad_norm: 4.0273 2021-01-29 13:26:46,895 - mmaction - INFO - Epoch [20][480/3757] lr: 1.000e-02, eta: 1 day, 20:11:48, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7289, loss_cls: 2.2974, loss: 2.2974, grad_norm: 4.1320 2021-01-29 13:26:51,304 - mmaction - INFO - Epoch [20][500/3757] lr: 1.000e-02, eta: 1 day, 20:11:12, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4617, loss: 2.4617, grad_norm: 3.9401 2021-01-29 13:26:55,732 - mmaction - INFO - Epoch [20][520/3757] lr: 1.000e-02, eta: 1 day, 20:10:36, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7156, loss_cls: 2.3168, loss: 2.3168, grad_norm: 4.0413 2021-01-29 13:27:00,212 - mmaction - INFO - Epoch [20][540/3757] lr: 1.000e-02, eta: 1 day, 20:10:00, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7234, loss_cls: 2.2526, loss: 2.2526, grad_norm: 3.8224 2021-01-29 13:27:04,677 - mmaction - INFO - Epoch [20][560/3757] lr: 1.000e-02, eta: 1 day, 20:09:24, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7203, loss_cls: 2.2930, loss: 2.2930, grad_norm: 3.9025 2021-01-29 13:27:09,272 - mmaction - INFO - Epoch [20][580/3757] lr: 1.000e-02, eta: 1 day, 20:08:49, time: 0.230, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.6867, loss_cls: 2.4397, loss: 2.4397, grad_norm: 3.7593 2021-01-29 13:27:14,050 - mmaction - INFO - Epoch [20][600/3757] lr: 1.000e-02, eta: 1 day, 20:08:14, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.2589, loss: 2.2589, grad_norm: 3.9891 2021-01-29 13:27:19,571 - mmaction - INFO - Epoch [20][620/3757] lr: 1.000e-02, eta: 1 day, 20:07:43, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7109, loss_cls: 2.3683, loss: 2.3683, grad_norm: 4.0227 2021-01-29 13:27:24,499 - mmaction - INFO - Epoch [20][640/3757] lr: 1.000e-02, eta: 1 day, 20:07:09, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7172, loss_cls: 2.3230, loss: 2.3230, grad_norm: 3.8856 2021-01-29 13:27:29,093 - mmaction - INFO - Epoch [20][660/3757] lr: 1.000e-02, eta: 1 day, 20:06:34, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2416, loss: 2.2416, grad_norm: 3.9445 2021-01-29 13:27:33,910 - mmaction - INFO - Epoch [20][680/3757] lr: 1.000e-02, eta: 1 day, 20:06:00, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7148, loss_cls: 2.3557, loss: 2.3557, grad_norm: 4.0076 2021-01-29 13:27:39,543 - mmaction - INFO - Epoch [20][700/3757] lr: 1.000e-02, eta: 1 day, 20:05:29, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6883, loss_cls: 2.3993, loss: 2.3993, grad_norm: 4.0205 2021-01-29 13:27:44,126 - mmaction - INFO - Epoch [20][720/3757] lr: 1.000e-02, eta: 1 day, 20:04:54, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.4461, top5_acc: 0.7156, loss_cls: 2.3762, loss: 2.3762, grad_norm: 4.0038 2021-01-29 13:27:48,912 - mmaction - INFO - Epoch [20][740/3757] lr: 1.000e-02, eta: 1 day, 20:04:19, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.6937, loss_cls: 2.3828, loss: 2.3828, grad_norm: 3.9990 2021-01-29 13:27:54,418 - mmaction - INFO - Epoch [20][760/3757] lr: 1.000e-02, eta: 1 day, 20:03:48, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7172, loss_cls: 2.3352, loss: 2.3352, grad_norm: 4.0146 2021-01-29 13:27:59,892 - mmaction - INFO - Epoch [20][780/3757] lr: 1.000e-02, eta: 1 day, 20:03:17, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.7133, loss_cls: 2.3572, loss: 2.3572, grad_norm: 4.0478 2021-01-29 13:28:05,847 - mmaction - INFO - Epoch [20][800/3757] lr: 1.000e-02, eta: 1 day, 20:02:47, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7266, loss_cls: 2.2185, loss: 2.2185, grad_norm: 3.8974 2021-01-29 13:28:10,620 - mmaction - INFO - Epoch [20][820/3757] lr: 1.000e-02, eta: 1 day, 20:02:13, time: 0.239, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7164, loss_cls: 2.3056, loss: 2.3056, grad_norm: 4.1389 2021-01-29 13:28:15,930 - mmaction - INFO - Epoch [20][840/3757] lr: 1.000e-02, eta: 1 day, 20:01:41, time: 0.266, data_time: 0.003, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2656, loss: 2.2656, grad_norm: 4.0201 2021-01-29 13:28:20,638 - mmaction - INFO - Epoch [20][860/3757] lr: 1.000e-02, eta: 1 day, 20:01:07, time: 0.236, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7109, loss_cls: 2.2637, loss: 2.2637, grad_norm: 3.9638 2021-01-29 13:28:25,887 - mmaction - INFO - Epoch [20][880/3757] lr: 1.000e-02, eta: 1 day, 20:00:34, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7164, loss_cls: 2.3331, loss: 2.3331, grad_norm: 4.7469 2021-01-29 13:28:31,059 - mmaction - INFO - Epoch [20][900/3757] lr: 1.000e-02, eta: 1 day, 20:00:02, time: 0.260, data_time: 0.004, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7227, loss_cls: 2.2804, loss: 2.2804, grad_norm: 4.0238 2021-01-29 13:28:36,450 - mmaction - INFO - Epoch [20][920/3757] lr: 1.000e-02, eta: 1 day, 19:59:30, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7312, loss_cls: 2.2994, loss: 2.2994, grad_norm: 3.8860 2021-01-29 13:28:41,715 - mmaction - INFO - Epoch [20][940/3757] lr: 1.000e-02, eta: 1 day, 19:58:58, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.2628, loss: 2.2628, grad_norm: 4.0427 2021-01-29 13:28:47,116 - mmaction - INFO - Epoch [20][960/3757] lr: 1.000e-02, eta: 1 day, 19:58:26, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7086, loss_cls: 2.3267, loss: 2.3267, grad_norm: 3.8998 2021-01-29 13:28:52,539 - mmaction - INFO - Epoch [20][980/3757] lr: 1.000e-02, eta: 1 day, 19:57:55, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7008, loss_cls: 2.3493, loss: 2.3493, grad_norm: 4.0316 2021-01-29 13:28:58,307 - mmaction - INFO - Epoch [20][1000/3757] lr: 1.000e-02, eta: 1 day, 19:57:25, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4281, top5_acc: 0.7000, loss_cls: 2.3930, loss: 2.3930, grad_norm: 3.9866 2021-01-29 13:29:04,391 - mmaction - INFO - Epoch [20][1020/3757] lr: 1.000e-02, eta: 1 day, 19:56:56, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7031, loss_cls: 2.3742, loss: 2.3742, grad_norm: 3.9011 2021-01-29 13:29:09,956 - mmaction - INFO - Epoch [20][1040/3757] lr: 1.000e-02, eta: 1 day, 19:56:25, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7219, loss_cls: 2.2812, loss: 2.2812, grad_norm: 3.9921 2021-01-29 13:29:15,443 - mmaction - INFO - Epoch [20][1060/3757] lr: 1.000e-02, eta: 1 day, 19:55:54, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4500, top5_acc: 0.7078, loss_cls: 2.3297, loss: 2.3297, grad_norm: 4.1011 2021-01-29 13:29:21,258 - mmaction - INFO - Epoch [20][1080/3757] lr: 1.000e-02, eta: 1 day, 19:55:25, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.6977, loss_cls: 2.3614, loss: 2.3614, grad_norm: 4.0042 2021-01-29 13:29:27,373 - mmaction - INFO - Epoch [20][1100/3757] lr: 1.000e-02, eta: 1 day, 19:54:56, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7109, loss_cls: 2.2973, loss: 2.2973, grad_norm: 3.8388 2021-01-29 13:29:32,670 - mmaction - INFO - Epoch [20][1120/3757] lr: 1.000e-02, eta: 1 day, 19:54:24, time: 0.266, data_time: 0.003, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3007, loss: 2.3007, grad_norm: 4.0433 2021-01-29 13:29:38,596 - mmaction - INFO - Epoch [20][1140/3757] lr: 1.000e-02, eta: 1 day, 19:53:55, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2303, loss: 2.2303, grad_norm: 4.0533 2021-01-29 13:29:43,868 - mmaction - INFO - Epoch [20][1160/3757] lr: 1.000e-02, eta: 1 day, 19:53:23, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7180, loss_cls: 2.2802, loss: 2.2802, grad_norm: 4.1064 2021-01-29 13:29:49,427 - mmaction - INFO - Epoch [20][1180/3757] lr: 1.000e-02, eta: 1 day, 19:52:52, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.2700, loss: 2.2700, grad_norm: 3.9804 2021-01-29 13:29:54,791 - mmaction - INFO - Epoch [20][1200/3757] lr: 1.000e-02, eta: 1 day, 19:52:21, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7086, loss_cls: 2.3175, loss: 2.3175, grad_norm: 3.8968 2021-01-29 13:30:01,257 - mmaction - INFO - Epoch [20][1220/3757] lr: 1.000e-02, eta: 1 day, 19:51:54, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7078, loss_cls: 2.3444, loss: 2.3444, grad_norm: 3.8396 2021-01-29 13:30:06,448 - mmaction - INFO - Epoch [20][1240/3757] lr: 1.000e-02, eta: 1 day, 19:51:22, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.3976, loss: 2.3976, grad_norm: 3.8589 2021-01-29 13:30:12,033 - mmaction - INFO - Epoch [20][1260/3757] lr: 1.000e-02, eta: 1 day, 19:50:51, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7031, loss_cls: 2.3650, loss: 2.3650, grad_norm: 4.0304 2021-01-29 13:30:17,718 - mmaction - INFO - Epoch [20][1280/3757] lr: 1.000e-02, eta: 1 day, 19:50:21, time: 0.285, data_time: 0.005, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7195, loss_cls: 2.3098, loss: 2.3098, grad_norm: 3.8562 2021-01-29 13:30:23,163 - mmaction - INFO - Epoch [20][1300/3757] lr: 1.000e-02, eta: 1 day, 19:49:50, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.3041, loss: 2.3041, grad_norm: 3.9963 2021-01-29 13:30:28,981 - mmaction - INFO - Epoch [20][1320/3757] lr: 1.000e-02, eta: 1 day, 19:49:20, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7078, loss_cls: 2.2622, loss: 2.2622, grad_norm: 4.0397 2021-01-29 13:30:34,246 - mmaction - INFO - Epoch [20][1340/3757] lr: 1.000e-02, eta: 1 day, 19:48:48, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4492, top5_acc: 0.6961, loss_cls: 2.3633, loss: 2.3633, grad_norm: 3.9972 2021-01-29 13:30:40,346 - mmaction - INFO - Epoch [20][1360/3757] lr: 1.000e-02, eta: 1 day, 19:48:20, time: 0.305, data_time: 0.004, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6922, loss_cls: 2.4567, loss: 2.4567, grad_norm: 4.0342 2021-01-29 13:30:46,413 - mmaction - INFO - Epoch [20][1380/3757] lr: 1.000e-02, eta: 1 day, 19:47:51, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.6992, loss_cls: 2.3260, loss: 2.3260, grad_norm: 3.9597 2021-01-29 13:30:51,616 - mmaction - INFO - Epoch [20][1400/3757] lr: 1.000e-02, eta: 1 day, 19:47:19, time: 0.260, data_time: 0.004, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7039, loss_cls: 2.3093, loss: 2.3093, grad_norm: 3.8993 2021-01-29 13:30:56,914 - mmaction - INFO - Epoch [20][1420/3757] lr: 1.000e-02, eta: 1 day, 19:46:48, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.2896, loss: 2.2896, grad_norm: 4.1368 2021-01-29 13:31:02,377 - mmaction - INFO - Epoch [20][1440/3757] lr: 1.000e-02, eta: 1 day, 19:46:17, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2546, loss: 2.2546, grad_norm: 3.8224 2021-01-29 13:31:08,473 - mmaction - INFO - Epoch [20][1460/3757] lr: 1.000e-02, eta: 1 day, 19:45:48, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7203, loss_cls: 2.2915, loss: 2.2915, grad_norm: 4.0021 2021-01-29 13:31:14,125 - mmaction - INFO - Epoch [20][1480/3757] lr: 1.000e-02, eta: 1 day, 19:45:18, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.3392, loss: 2.3392, grad_norm: 3.9268 2021-01-29 13:31:19,828 - mmaction - INFO - Epoch [20][1500/3757] lr: 1.000e-02, eta: 1 day, 19:44:48, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7328, loss_cls: 2.2450, loss: 2.2450, grad_norm: 3.8478 2021-01-29 13:31:26,100 - mmaction - INFO - Epoch [20][1520/3757] lr: 1.000e-02, eta: 1 day, 19:44:21, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7477, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.8769 2021-01-29 13:31:31,861 - mmaction - INFO - Epoch [20][1540/3757] lr: 1.000e-02, eta: 1 day, 19:43:51, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2593, loss: 2.2593, grad_norm: 4.0813 2021-01-29 13:31:37,241 - mmaction - INFO - Epoch [20][1560/3757] lr: 1.000e-02, eta: 1 day, 19:43:20, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7086, loss_cls: 2.3409, loss: 2.3409, grad_norm: 4.0990 2021-01-29 13:31:42,449 - mmaction - INFO - Epoch [20][1580/3757] lr: 1.000e-02, eta: 1 day, 19:42:48, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7156, loss_cls: 2.3034, loss: 2.3034, grad_norm: 3.8805 2021-01-29 13:31:48,322 - mmaction - INFO - Epoch [20][1600/3757] lr: 1.000e-02, eta: 1 day, 19:42:19, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7180, loss_cls: 2.2888, loss: 2.2888, grad_norm: 3.9951 2021-01-29 13:31:54,011 - mmaction - INFO - Epoch [20][1620/3757] lr: 1.000e-02, eta: 1 day, 19:41:49, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3414, loss: 2.3414, grad_norm: 3.8184 2021-01-29 13:31:59,200 - mmaction - INFO - Epoch [20][1640/3757] lr: 1.000e-02, eta: 1 day, 19:41:17, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7383, loss_cls: 2.1936, loss: 2.1936, grad_norm: 4.0583 2021-01-29 13:32:04,879 - mmaction - INFO - Epoch [20][1660/3757] lr: 1.000e-02, eta: 1 day, 19:40:47, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7227, loss_cls: 2.1981, loss: 2.1981, grad_norm: 3.9190 2021-01-29 13:32:10,499 - mmaction - INFO - Epoch [20][1680/3757] lr: 1.000e-02, eta: 1 day, 19:40:17, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3536, loss: 2.3536, grad_norm: 3.9088 2021-01-29 13:32:16,130 - mmaction - INFO - Epoch [20][1700/3757] lr: 1.000e-02, eta: 1 day, 19:39:47, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.2664, loss: 2.2664, grad_norm: 4.0327 2021-01-29 13:32:21,674 - mmaction - INFO - Epoch [20][1720/3757] lr: 1.000e-02, eta: 1 day, 19:39:16, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.6992, loss_cls: 2.4171, loss: 2.4171, grad_norm: 3.9501 2021-01-29 13:32:27,188 - mmaction - INFO - Epoch [20][1740/3757] lr: 1.000e-02, eta: 1 day, 19:38:46, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6875, loss_cls: 2.4905, loss: 2.4905, grad_norm: 3.9185 2021-01-29 13:32:32,897 - mmaction - INFO - Epoch [20][1760/3757] lr: 1.000e-02, eta: 1 day, 19:38:16, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7109, loss_cls: 2.2819, loss: 2.2819, grad_norm: 3.9604 2021-01-29 13:32:38,987 - mmaction - INFO - Epoch [20][1780/3757] lr: 1.000e-02, eta: 1 day, 19:37:48, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7164, loss_cls: 2.3381, loss: 2.3381, grad_norm: 3.9551 2021-01-29 13:32:44,342 - mmaction - INFO - Epoch [20][1800/3757] lr: 1.000e-02, eta: 1 day, 19:37:17, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.3976, loss: 2.3976, grad_norm: 3.9793 2021-01-29 13:32:49,731 - mmaction - INFO - Epoch [20][1820/3757] lr: 1.000e-02, eta: 1 day, 19:36:46, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7109, loss_cls: 2.2961, loss: 2.2961, grad_norm: 4.0028 2021-01-29 13:32:55,521 - mmaction - INFO - Epoch [20][1840/3757] lr: 1.000e-02, eta: 1 day, 19:36:16, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.4523, top5_acc: 0.6797, loss_cls: 2.4620, loss: 2.4620, grad_norm: 3.9759 2021-01-29 13:33:01,018 - mmaction - INFO - Epoch [20][1860/3757] lr: 1.000e-02, eta: 1 day, 19:35:46, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7312, loss_cls: 2.2641, loss: 2.2641, grad_norm: 3.9245 2021-01-29 13:33:07,065 - mmaction - INFO - Epoch [20][1880/3757] lr: 1.000e-02, eta: 1 day, 19:35:17, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7312, loss_cls: 2.2750, loss: 2.2750, grad_norm: 3.8265 2021-01-29 13:33:12,644 - mmaction - INFO - Epoch [20][1900/3757] lr: 1.000e-02, eta: 1 day, 19:34:47, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7156, loss_cls: 2.3327, loss: 2.3327, grad_norm: 3.9320 2021-01-29 13:33:17,993 - mmaction - INFO - Epoch [20][1920/3757] lr: 1.000e-02, eta: 1 day, 19:34:16, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7211, loss_cls: 2.3359, loss: 2.3359, grad_norm: 3.9457 2021-01-29 13:33:23,997 - mmaction - INFO - Epoch [20][1940/3757] lr: 1.000e-02, eta: 1 day, 19:33:48, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7148, loss_cls: 2.2963, loss: 2.2963, grad_norm: 4.0320 2021-01-29 13:33:30,188 - mmaction - INFO - Epoch [20][1960/3757] lr: 1.000e-02, eta: 1 day, 19:33:20, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7211, loss_cls: 2.2838, loss: 2.2838, grad_norm: 3.8027 2021-01-29 13:33:36,156 - mmaction - INFO - Epoch [20][1980/3757] lr: 1.000e-02, eta: 1 day, 19:32:52, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7086, loss_cls: 2.3210, loss: 2.3210, grad_norm: 4.0171 2021-01-29 13:33:41,966 - mmaction - INFO - Epoch [20][2000/3757] lr: 1.000e-02, eta: 1 day, 19:32:22, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7227, loss_cls: 2.3332, loss: 2.3332, grad_norm: 4.1092 2021-01-29 13:33:47,428 - mmaction - INFO - Epoch [20][2020/3757] lr: 1.000e-02, eta: 1 day, 19:31:52, time: 0.274, data_time: 0.004, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7211, loss_cls: 2.3292, loss: 2.3292, grad_norm: 4.0596 2021-01-29 13:33:53,437 - mmaction - INFO - Epoch [20][2040/3757] lr: 1.000e-02, eta: 1 day, 19:31:24, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7195, loss_cls: 2.2856, loss: 2.2856, grad_norm: 3.8777 2021-01-29 13:33:58,917 - mmaction - INFO - Epoch [20][2060/3757] lr: 1.000e-02, eta: 1 day, 19:30:53, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7258, loss_cls: 2.2093, loss: 2.2093, grad_norm: 4.1158 2021-01-29 13:34:04,315 - mmaction - INFO - Epoch [20][2080/3757] lr: 1.000e-02, eta: 1 day, 19:30:22, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.2061, loss: 2.2061, grad_norm: 3.9412 2021-01-29 13:34:10,583 - mmaction - INFO - Epoch [20][2100/3757] lr: 1.000e-02, eta: 1 day, 19:29:55, time: 0.314, data_time: 0.004, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.2586, loss: 2.2586, grad_norm: 3.8662 2021-01-29 13:34:16,213 - mmaction - INFO - Epoch [20][2120/3757] lr: 1.000e-02, eta: 1 day, 19:29:25, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7008, loss_cls: 2.3504, loss: 2.3504, grad_norm: 3.9837 2021-01-29 13:34:21,219 - mmaction - INFO - Epoch [20][2140/3757] lr: 1.000e-02, eta: 1 day, 19:28:53, time: 0.250, data_time: 0.004, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.2867, loss: 2.2867, grad_norm: 3.9085 2021-01-29 13:34:27,291 - mmaction - INFO - Epoch [20][2160/3757] lr: 1.000e-02, eta: 1 day, 19:28:25, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7063, loss_cls: 2.3500, loss: 2.3500, grad_norm: 3.9135 2021-01-29 13:34:32,736 - mmaction - INFO - Epoch [20][2180/3757] lr: 1.000e-02, eta: 1 day, 19:27:54, time: 0.275, data_time: 0.005, memory: 3385, top1_acc: 0.4461, top5_acc: 0.6922, loss_cls: 2.4163, loss: 2.4163, grad_norm: 3.8908 2021-01-29 13:34:38,403 - mmaction - INFO - Epoch [20][2200/3757] lr: 1.000e-02, eta: 1 day, 19:27:25, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4500, top5_acc: 0.7086, loss_cls: 2.3371, loss: 2.3371, grad_norm: 4.0019 2021-01-29 13:34:44,023 - mmaction - INFO - Epoch [20][2220/3757] lr: 1.000e-02, eta: 1 day, 19:26:55, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.3217, loss: 2.3217, grad_norm: 3.9109 2021-01-29 13:34:49,981 - mmaction - INFO - Epoch [20][2240/3757] lr: 1.000e-02, eta: 1 day, 19:26:27, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7219, loss_cls: 2.2926, loss: 2.2926, grad_norm: 3.9588 2021-01-29 13:34:55,669 - mmaction - INFO - Epoch [20][2260/3757] lr: 1.000e-02, eta: 1 day, 19:25:57, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7070, loss_cls: 2.3127, loss: 2.3127, grad_norm: 3.7525 2021-01-29 13:35:01,203 - mmaction - INFO - Epoch [20][2280/3757] lr: 1.000e-02, eta: 1 day, 19:25:27, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7055, loss_cls: 2.3061, loss: 2.3061, grad_norm: 3.9793 2021-01-29 13:35:06,763 - mmaction - INFO - Epoch [20][2300/3757] lr: 1.000e-02, eta: 1 day, 19:24:57, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7117, loss_cls: 2.3042, loss: 2.3042, grad_norm: 3.9891 2021-01-29 13:35:13,169 - mmaction - INFO - Epoch [20][2320/3757] lr: 1.000e-02, eta: 1 day, 19:24:30, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2691, loss: 2.2691, grad_norm: 3.9593 2021-01-29 13:35:18,971 - mmaction - INFO - Epoch [20][2340/3757] lr: 1.000e-02, eta: 1 day, 19:24:01, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7266, loss_cls: 2.2228, loss: 2.2228, grad_norm: 3.9641 2021-01-29 13:35:24,392 - mmaction - INFO - Epoch [20][2360/3757] lr: 1.000e-02, eta: 1 day, 19:23:31, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7016, loss_cls: 2.3388, loss: 2.3388, grad_norm: 3.9514 2021-01-29 13:35:30,300 - mmaction - INFO - Epoch [20][2380/3757] lr: 1.000e-02, eta: 1 day, 19:23:02, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7180, loss_cls: 2.3382, loss: 2.3382, grad_norm: 4.0260 2021-01-29 13:35:36,407 - mmaction - INFO - Epoch [20][2400/3757] lr: 1.000e-02, eta: 1 day, 19:22:35, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.2781, loss: 2.2781, grad_norm: 3.9901 2021-01-29 13:35:41,764 - mmaction - INFO - Epoch [20][2420/3757] lr: 1.000e-02, eta: 1 day, 19:22:04, time: 0.267, data_time: 0.000, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7141, loss_cls: 2.3238, loss: 2.3238, grad_norm: 3.9764 2021-01-29 13:35:47,278 - mmaction - INFO - Epoch [20][2440/3757] lr: 1.000e-02, eta: 1 day, 19:21:34, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7039, loss_cls: 2.3648, loss: 2.3648, grad_norm: 3.9048 2021-01-29 13:35:53,386 - mmaction - INFO - Epoch [20][2460/3757] lr: 1.000e-02, eta: 1 day, 19:21:06, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7273, loss_cls: 2.2587, loss: 2.2587, grad_norm: 3.9893 2021-01-29 13:35:58,382 - mmaction - INFO - Epoch [20][2480/3757] lr: 1.000e-02, eta: 1 day, 19:20:34, time: 0.250, data_time: 0.005, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3965, loss: 2.3965, grad_norm: 3.9172 2021-01-29 13:36:04,421 - mmaction - INFO - Epoch [20][2500/3757] lr: 1.000e-02, eta: 1 day, 19:20:06, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7305, loss_cls: 2.2738, loss: 2.2738, grad_norm: 3.8669 2021-01-29 13:36:10,449 - mmaction - INFO - Epoch [20][2520/3757] lr: 1.000e-02, eta: 1 day, 19:19:38, time: 0.302, data_time: 0.005, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7219, loss_cls: 2.2672, loss: 2.2672, grad_norm: 4.1962 2021-01-29 13:36:16,680 - mmaction - INFO - Epoch [20][2540/3757] lr: 1.000e-02, eta: 1 day, 19:19:11, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7016, loss_cls: 2.4322, loss: 2.4322, grad_norm: 10.9068 2021-01-29 13:36:21,500 - mmaction - INFO - Epoch [20][2560/3757] lr: 1.000e-02, eta: 1 day, 19:18:38, time: 0.241, data_time: 0.005, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6773, loss_cls: 2.5293, loss: 2.5293, grad_norm: 4.5637 2021-01-29 13:36:27,372 - mmaction - INFO - Epoch [20][2580/3757] lr: 1.000e-02, eta: 1 day, 19:18:10, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4430, top5_acc: 0.7172, loss_cls: 2.3441, loss: 2.3441, grad_norm: 4.3641 2021-01-29 13:36:32,770 - mmaction - INFO - Epoch [20][2600/3757] lr: 1.000e-02, eta: 1 day, 19:17:39, time: 0.271, data_time: 0.004, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7211, loss_cls: 2.2812, loss: 2.2812, grad_norm: 3.9571 2021-01-29 13:36:38,378 - mmaction - INFO - Epoch [20][2620/3757] lr: 1.000e-02, eta: 1 day, 19:17:10, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.3995, loss: 2.3995, grad_norm: 4.1978 2021-01-29 13:36:44,322 - mmaction - INFO - Epoch [20][2640/3757] lr: 1.000e-02, eta: 1 day, 19:16:41, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.3191, loss: 2.3191, grad_norm: 3.8630 2021-01-29 13:36:49,893 - mmaction - INFO - Epoch [20][2660/3757] lr: 1.000e-02, eta: 1 day, 19:16:12, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7047, loss_cls: 2.4108, loss: 2.4108, grad_norm: 3.9997 2021-01-29 13:36:56,071 - mmaction - INFO - Epoch [20][2680/3757] lr: 1.000e-02, eta: 1 day, 19:15:44, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7188, loss_cls: 2.3424, loss: 2.3424, grad_norm: 4.1241 2021-01-29 13:37:01,771 - mmaction - INFO - Epoch [20][2700/3757] lr: 1.000e-02, eta: 1 day, 19:15:15, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7063, loss_cls: 2.3644, loss: 2.3644, grad_norm: 4.0296 2021-01-29 13:37:07,281 - mmaction - INFO - Epoch [20][2720/3757] lr: 1.000e-02, eta: 1 day, 19:14:45, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7055, loss_cls: 2.3428, loss: 2.3428, grad_norm: 4.1048 2021-01-29 13:37:13,581 - mmaction - INFO - Epoch [20][2740/3757] lr: 1.000e-02, eta: 1 day, 19:14:19, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4297, top5_acc: 0.7008, loss_cls: 2.4719, loss: 2.4719, grad_norm: 3.8564 2021-01-29 13:37:19,172 - mmaction - INFO - Epoch [20][2760/3757] lr: 1.000e-02, eta: 1 day, 19:13:49, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7055, loss_cls: 2.4031, loss: 2.4031, grad_norm: 3.8617 2021-01-29 13:37:24,914 - mmaction - INFO - Epoch [20][2780/3757] lr: 1.000e-02, eta: 1 day, 19:13:20, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7086, loss_cls: 2.3639, loss: 2.3639, grad_norm: 4.0796 2021-01-29 13:37:30,094 - mmaction - INFO - Epoch [20][2800/3757] lr: 1.000e-02, eta: 1 day, 19:12:49, time: 0.259, data_time: 0.004, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3206, loss: 2.3206, grad_norm: 3.9588 2021-01-29 13:37:36,239 - mmaction - INFO - Epoch [20][2820/3757] lr: 1.000e-02, eta: 1 day, 19:12:22, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7164, loss_cls: 2.2815, loss: 2.2815, grad_norm: 3.9274 2021-01-29 13:37:41,072 - mmaction - INFO - Epoch [20][2840/3757] lr: 1.000e-02, eta: 1 day, 19:11:49, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7234, loss_cls: 2.2749, loss: 2.2749, grad_norm: 3.9331 2021-01-29 13:37:47,429 - mmaction - INFO - Epoch [20][2860/3757] lr: 1.000e-02, eta: 1 day, 19:11:23, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.3562, loss: 2.3562, grad_norm: 3.9148 2021-01-29 13:37:53,449 - mmaction - INFO - Epoch [20][2880/3757] lr: 1.000e-02, eta: 1 day, 19:10:55, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7266, loss_cls: 2.2223, loss: 2.2223, grad_norm: 3.7703 2021-01-29 13:37:58,994 - mmaction - INFO - Epoch [20][2900/3757] lr: 1.000e-02, eta: 1 day, 19:10:25, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.3122, loss: 2.3122, grad_norm: 3.9336 2021-01-29 13:38:04,384 - mmaction - INFO - Epoch [20][2920/3757] lr: 1.000e-02, eta: 1 day, 19:09:55, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7086, loss_cls: 2.3068, loss: 2.3068, grad_norm: 3.8740 2021-01-29 13:38:09,999 - mmaction - INFO - Epoch [20][2940/3757] lr: 1.000e-02, eta: 1 day, 19:09:26, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7094, loss_cls: 2.3374, loss: 2.3374, grad_norm: 3.8632 2021-01-29 13:38:15,469 - mmaction - INFO - Epoch [20][2960/3757] lr: 1.000e-02, eta: 1 day, 19:08:56, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7344, loss_cls: 2.2652, loss: 2.2652, grad_norm: 3.8689 2021-01-29 13:38:21,014 - mmaction - INFO - Epoch [20][2980/3757] lr: 1.000e-02, eta: 1 day, 19:08:26, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.8701 2021-01-29 13:38:26,675 - mmaction - INFO - Epoch [20][3000/3757] lr: 1.000e-02, eta: 1 day, 19:07:57, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7148, loss_cls: 2.3505, loss: 2.3505, grad_norm: 3.7795 2021-01-29 13:38:32,617 - mmaction - INFO - Epoch [20][3020/3757] lr: 1.000e-02, eta: 1 day, 19:07:29, time: 0.297, data_time: 0.000, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6914, loss_cls: 2.4461, loss: 2.4461, grad_norm: 4.1853 2021-01-29 13:38:38,269 - mmaction - INFO - Epoch [20][3040/3757] lr: 1.000e-02, eta: 1 day, 19:07:00, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7227, loss_cls: 2.2617, loss: 2.2617, grad_norm: 3.7869 2021-01-29 13:38:44,437 - mmaction - INFO - Epoch [20][3060/3757] lr: 1.000e-02, eta: 1 day, 19:06:33, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7047, loss_cls: 2.3723, loss: 2.3723, grad_norm: 3.9545 2021-01-29 13:38:49,389 - mmaction - INFO - Epoch [20][3080/3757] lr: 1.000e-02, eta: 1 day, 19:06:01, time: 0.248, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7211, loss_cls: 2.3231, loss: 2.3231, grad_norm: 3.9936 2021-01-29 13:38:55,568 - mmaction - INFO - Epoch [20][3100/3757] lr: 1.000e-02, eta: 1 day, 19:05:34, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7266, loss_cls: 2.2648, loss: 2.2648, grad_norm: 3.9346 2021-01-29 13:39:01,683 - mmaction - INFO - Epoch [20][3120/3757] lr: 1.000e-02, eta: 1 day, 19:05:07, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4359, top5_acc: 0.6828, loss_cls: 2.4677, loss: 2.4677, grad_norm: 3.9133 2021-01-29 13:39:07,577 - mmaction - INFO - Epoch [20][3140/3757] lr: 1.000e-02, eta: 1 day, 19:04:39, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7039, loss_cls: 2.3612, loss: 2.3612, grad_norm: 3.8425 2021-01-29 13:39:12,932 - mmaction - INFO - Epoch [20][3160/3757] lr: 1.000e-02, eta: 1 day, 19:04:08, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7281, loss_cls: 2.2628, loss: 2.2628, grad_norm: 3.9089 2021-01-29 13:39:18,739 - mmaction - INFO - Epoch [20][3180/3757] lr: 1.000e-02, eta: 1 day, 19:03:40, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7117, loss_cls: 2.3581, loss: 2.3581, grad_norm: 3.8659 2021-01-29 13:39:25,127 - mmaction - INFO - Epoch [20][3200/3757] lr: 1.000e-02, eta: 1 day, 19:03:14, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2647, loss: 2.2647, grad_norm: 3.9464 2021-01-29 13:39:30,174 - mmaction - INFO - Epoch [20][3220/3757] lr: 1.000e-02, eta: 1 day, 19:02:42, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7203, loss_cls: 2.3047, loss: 2.3047, grad_norm: 3.9380 2021-01-29 13:39:36,716 - mmaction - INFO - Epoch [20][3240/3757] lr: 1.000e-02, eta: 1 day, 19:02:17, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7367, loss_cls: 2.2506, loss: 2.2506, grad_norm: 3.9577 2021-01-29 13:39:42,364 - mmaction - INFO - Epoch [20][3260/3757] lr: 1.000e-02, eta: 1 day, 19:01:48, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7227, loss_cls: 2.3058, loss: 2.3058, grad_norm: 3.8122 2021-01-29 13:39:48,273 - mmaction - INFO - Epoch [20][3280/3757] lr: 1.000e-02, eta: 1 day, 19:01:20, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.3336, loss: 2.3336, grad_norm: 4.0272 2021-01-29 13:39:53,930 - mmaction - INFO - Epoch [20][3300/3757] lr: 1.000e-02, eta: 1 day, 19:00:51, time: 0.283, data_time: 0.000, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2895, loss: 2.2895, grad_norm: 3.8411 2021-01-29 13:39:58,937 - mmaction - INFO - Epoch [20][3320/3757] lr: 1.000e-02, eta: 1 day, 19:00:19, time: 0.250, data_time: 0.003, memory: 3385, top1_acc: 0.4703, top5_acc: 0.6930, loss_cls: 2.3935, loss: 2.3935, grad_norm: 3.8583 2021-01-29 13:40:04,961 - mmaction - INFO - Epoch [20][3340/3757] lr: 1.000e-02, eta: 1 day, 18:59:52, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.2789, loss: 2.2789, grad_norm: 3.8566 2021-01-29 13:40:10,402 - mmaction - INFO - Epoch [20][3360/3757] lr: 1.000e-02, eta: 1 day, 18:59:22, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.6930, loss_cls: 2.4478, loss: 2.4478, grad_norm: 3.9828 2021-01-29 13:40:16,556 - mmaction - INFO - Epoch [20][3380/3757] lr: 1.000e-02, eta: 1 day, 18:58:55, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7227, loss_cls: 2.2746, loss: 2.2746, grad_norm: 3.7826 2021-01-29 13:40:22,214 - mmaction - INFO - Epoch [20][3400/3757] lr: 1.000e-02, eta: 1 day, 18:58:26, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3157, loss: 2.3157, grad_norm: 3.8846 2021-01-29 13:40:27,172 - mmaction - INFO - Epoch [20][3420/3757] lr: 1.000e-02, eta: 1 day, 18:57:55, time: 0.248, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7117, loss_cls: 2.2712, loss: 2.2712, grad_norm: 3.8585 2021-01-29 13:40:32,743 - mmaction - INFO - Epoch [20][3440/3757] lr: 1.000e-02, eta: 1 day, 18:57:25, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7172, loss_cls: 2.3298, loss: 2.3298, grad_norm: 3.8848 2021-01-29 13:40:38,960 - mmaction - INFO - Epoch [20][3460/3757] lr: 1.000e-02, eta: 1 day, 18:56:59, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7242, loss_cls: 2.2611, loss: 2.2611, grad_norm: 3.9248 2021-01-29 13:40:44,336 - mmaction - INFO - Epoch [20][3480/3757] lr: 1.000e-02, eta: 1 day, 18:56:29, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7180, loss_cls: 2.3200, loss: 2.3200, grad_norm: 3.9839 2021-01-29 13:40:49,571 - mmaction - INFO - Epoch [20][3500/3757] lr: 1.000e-02, eta: 1 day, 18:55:58, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7273, loss_cls: 2.3049, loss: 2.3049, grad_norm: 3.9803 2021-01-29 13:40:55,588 - mmaction - INFO - Epoch [20][3520/3757] lr: 1.000e-02, eta: 1 day, 18:55:31, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7250, loss_cls: 2.3045, loss: 2.3045, grad_norm: 4.0953 2021-01-29 13:41:02,354 - mmaction - INFO - Epoch [20][3540/3757] lr: 1.000e-02, eta: 1 day, 18:55:07, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.3508, loss: 2.3508, grad_norm: 3.9946 2021-01-29 13:41:08,215 - mmaction - INFO - Epoch [20][3560/3757] lr: 1.000e-02, eta: 1 day, 18:54:39, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3578, loss: 2.3578, grad_norm: 3.8806 2021-01-29 13:41:12,978 - mmaction - INFO - Epoch [20][3580/3757] lr: 1.000e-02, eta: 1 day, 18:54:06, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7000, loss_cls: 2.3930, loss: 2.3930, grad_norm: 3.8980 2021-01-29 13:41:19,226 - mmaction - INFO - Epoch [20][3600/3757] lr: 1.000e-02, eta: 1 day, 18:53:40, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7141, loss_cls: 2.3622, loss: 2.3622, grad_norm: 3.9395 2021-01-29 13:41:24,932 - mmaction - INFO - Epoch [20][3620/3757] lr: 1.000e-02, eta: 1 day, 18:53:11, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7109, loss_cls: 2.3314, loss: 2.3314, grad_norm: 4.1264 2021-01-29 13:41:30,569 - mmaction - INFO - Epoch [20][3640/3757] lr: 1.000e-02, eta: 1 day, 18:52:42, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7055, loss_cls: 2.3563, loss: 2.3563, grad_norm: 3.9518 2021-01-29 13:41:36,771 - mmaction - INFO - Epoch [20][3660/3757] lr: 1.000e-02, eta: 1 day, 18:52:16, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7281, loss_cls: 2.2462, loss: 2.2462, grad_norm: 3.8527 2021-01-29 13:41:42,797 - mmaction - INFO - Epoch [20][3680/3757] lr: 1.000e-02, eta: 1 day, 18:51:49, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4525, loss: 2.4525, grad_norm: 4.0187 2021-01-29 13:41:48,250 - mmaction - INFO - Epoch [20][3700/3757] lr: 1.000e-02, eta: 1 day, 18:51:19, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7188, loss_cls: 2.3008, loss: 2.3008, grad_norm: 3.7651 2021-01-29 13:41:54,118 - mmaction - INFO - Epoch [20][3720/3757] lr: 1.000e-02, eta: 1 day, 18:50:51, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7180, loss_cls: 2.3073, loss: 2.3073, grad_norm: 3.9161 2021-01-29 13:41:59,662 - mmaction - INFO - Epoch [20][3740/3757] lr: 1.000e-02, eta: 1 day, 18:50:22, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7305, loss_cls: 2.3758, loss: 2.3758, grad_norm: 3.9688 2021-01-29 13:42:28,126 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-01-29 13:55:17,912 - mmaction - INFO - Epoch [21][20/3757] lr: 1.000e-02, eta: 1 day, 19:40:03, time: 38.467, data_time: 37.958, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.2883, loss: 2.2883, grad_norm: 3.9143 2021-01-29 13:55:22,159 - mmaction - INFO - Epoch [21][40/3757] lr: 1.000e-02, eta: 1 day, 19:39:29, time: 0.222, data_time: 0.013, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.2030, loss: 2.2030, grad_norm: 3.8627 2021-01-29 13:55:26,354 - mmaction - INFO - Epoch [21][60/3757] lr: 1.000e-02, eta: 1 day, 19:38:53, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4500, top5_acc: 0.7023, loss_cls: 2.3843, loss: 2.3843, grad_norm: 3.8786 2021-01-29 13:55:30,449 - mmaction - INFO - Epoch [21][80/3757] lr: 1.000e-02, eta: 1 day, 19:38:18, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7094, loss_cls: 2.2849, loss: 2.2849, grad_norm: 3.9023 2021-01-29 13:55:34,693 - mmaction - INFO - Epoch [21][100/3757] lr: 1.000e-02, eta: 1 day, 19:37:42, time: 0.212, data_time: 0.003, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3205, loss: 2.3205, grad_norm: 3.8437 2021-01-29 13:55:38,877 - mmaction - INFO - Epoch [21][120/3757] lr: 1.000e-02, eta: 1 day, 19:37:07, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7180, loss_cls: 2.3521, loss: 2.3521, grad_norm: 4.0256 2021-01-29 13:55:43,041 - mmaction - INFO - Epoch [21][140/3757] lr: 1.000e-02, eta: 1 day, 19:36:31, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7102, loss_cls: 2.2595, loss: 2.2595, grad_norm: 3.9523 2021-01-29 13:55:47,267 - mmaction - INFO - Epoch [21][160/3757] lr: 1.000e-02, eta: 1 day, 19:35:56, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.3615, loss: 2.3615, grad_norm: 4.0958 2021-01-29 13:55:51,423 - mmaction - INFO - Epoch [21][180/3757] lr: 1.000e-02, eta: 1 day, 19:35:20, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7250, loss_cls: 2.2765, loss: 2.2765, grad_norm: 3.9203 2021-01-29 13:55:55,663 - mmaction - INFO - Epoch [21][200/3757] lr: 1.000e-02, eta: 1 day, 19:34:45, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7078, loss_cls: 2.2981, loss: 2.2981, grad_norm: 3.9206 2021-01-29 13:55:59,818 - mmaction - INFO - Epoch [21][220/3757] lr: 1.000e-02, eta: 1 day, 19:34:10, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2424, loss: 2.2424, grad_norm: 3.9689 2021-01-29 13:56:03,959 - mmaction - INFO - Epoch [21][240/3757] lr: 1.000e-02, eta: 1 day, 19:33:34, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7117, loss_cls: 2.3225, loss: 2.3225, grad_norm: 3.8601 2021-01-29 13:56:08,263 - mmaction - INFO - Epoch [21][260/3757] lr: 1.000e-02, eta: 1 day, 19:32:59, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7117, loss_cls: 2.2596, loss: 2.2596, grad_norm: 3.9123 2021-01-29 13:56:12,466 - mmaction - INFO - Epoch [21][280/3757] lr: 1.000e-02, eta: 1 day, 19:32:24, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7063, loss_cls: 2.2942, loss: 2.2942, grad_norm: 3.8419 2021-01-29 13:56:16,897 - mmaction - INFO - Epoch [21][300/3757] lr: 1.000e-02, eta: 1 day, 19:31:50, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3054, loss: 2.3054, grad_norm: 4.0101 2021-01-29 13:56:21,207 - mmaction - INFO - Epoch [21][320/3757] lr: 1.000e-02, eta: 1 day, 19:31:15, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7484, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.9349 2021-01-29 13:56:25,486 - mmaction - INFO - Epoch [21][340/3757] lr: 1.000e-02, eta: 1 day, 19:30:40, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7047, loss_cls: 2.3297, loss: 2.3297, grad_norm: 3.8304 2021-01-29 13:56:29,664 - mmaction - INFO - Epoch [21][360/3757] lr: 1.000e-02, eta: 1 day, 19:30:05, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.1661, loss: 2.1661, grad_norm: 3.8770 2021-01-29 13:56:33,955 - mmaction - INFO - Epoch [21][380/3757] lr: 1.000e-02, eta: 1 day, 19:29:30, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7352, loss_cls: 2.2269, loss: 2.2269, grad_norm: 3.9561 2021-01-29 13:56:38,440 - mmaction - INFO - Epoch [21][400/3757] lr: 1.000e-02, eta: 1 day, 19:28:56, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.6953, loss_cls: 2.3634, loss: 2.3634, grad_norm: 4.0000 2021-01-29 13:56:42,720 - mmaction - INFO - Epoch [21][420/3757] lr: 1.000e-02, eta: 1 day, 19:28:21, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7227, loss_cls: 2.2889, loss: 2.2889, grad_norm: 3.9824 2021-01-29 13:56:47,084 - mmaction - INFO - Epoch [21][440/3757] lr: 1.000e-02, eta: 1 day, 19:27:46, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7086, loss_cls: 2.3020, loss: 2.3020, grad_norm: 3.9139 2021-01-29 13:56:51,505 - mmaction - INFO - Epoch [21][460/3757] lr: 1.000e-02, eta: 1 day, 19:27:12, time: 0.221, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7148, loss_cls: 2.3172, loss: 2.3172, grad_norm: 3.7187 2021-01-29 13:56:56,010 - mmaction - INFO - Epoch [21][480/3757] lr: 1.000e-02, eta: 1 day, 19:26:38, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7203, loss_cls: 2.2901, loss: 2.2901, grad_norm: 4.0225 2021-01-29 13:57:00,870 - mmaction - INFO - Epoch [21][500/3757] lr: 1.000e-02, eta: 1 day, 19:26:06, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7195, loss_cls: 2.2845, loss: 2.2845, grad_norm: 3.9513 2021-01-29 13:57:05,440 - mmaction - INFO - Epoch [21][520/3757] lr: 1.000e-02, eta: 1 day, 19:25:31, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7266, loss_cls: 2.3278, loss: 2.3278, grad_norm: 3.9331 2021-01-29 13:57:09,944 - mmaction - INFO - Epoch [21][540/3757] lr: 1.000e-02, eta: 1 day, 19:24:58, time: 0.232, data_time: 0.009, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7055, loss_cls: 2.3374, loss: 2.3374, grad_norm: 4.0156 2021-01-29 13:57:14,439 - mmaction - INFO - Epoch [21][560/3757] lr: 1.000e-02, eta: 1 day, 19:24:24, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2486, loss: 2.2486, grad_norm: 3.8287 2021-01-29 13:57:19,032 - mmaction - INFO - Epoch [21][580/3757] lr: 1.000e-02, eta: 1 day, 19:23:51, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2188, loss: 2.2188, grad_norm: 4.1003 2021-01-29 13:57:24,120 - mmaction - INFO - Epoch [21][600/3757] lr: 1.000e-02, eta: 1 day, 19:23:19, time: 0.254, data_time: 0.003, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7211, loss_cls: 2.3107, loss: 2.3107, grad_norm: 3.9346 2021-01-29 13:57:28,864 - mmaction - INFO - Epoch [21][620/3757] lr: 1.000e-02, eta: 1 day, 19:22:46, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2566, loss: 2.2566, grad_norm: 3.9036 2021-01-29 13:57:34,612 - mmaction - INFO - Epoch [21][640/3757] lr: 1.000e-02, eta: 1 day, 19:22:17, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7172, loss_cls: 2.3034, loss: 2.3034, grad_norm: 4.0425 2021-01-29 13:57:40,233 - mmaction - INFO - Epoch [21][660/3757] lr: 1.000e-02, eta: 1 day, 19:21:48, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.2725, loss: 2.2725, grad_norm: 3.8801 2021-01-29 13:57:44,972 - mmaction - INFO - Epoch [21][680/3757] lr: 1.000e-02, eta: 1 day, 19:21:15, time: 0.237, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7211, loss_cls: 2.2139, loss: 2.2139, grad_norm: 3.7740 2021-01-29 13:57:50,007 - mmaction - INFO - Epoch [21][700/3757] lr: 1.000e-02, eta: 1 day, 19:20:44, time: 0.251, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7211, loss_cls: 2.2596, loss: 2.2596, grad_norm: 4.0031 2021-01-29 13:57:55,185 - mmaction - INFO - Epoch [21][720/3757] lr: 1.000e-02, eta: 1 day, 19:20:12, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7016, loss_cls: 2.3737, loss: 2.3737, grad_norm: 3.9725 2021-01-29 13:58:01,215 - mmaction - INFO - Epoch [21][740/3757] lr: 1.000e-02, eta: 1 day, 19:19:45, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.2854, loss: 2.2854, grad_norm: 3.9845 2021-01-29 13:58:05,942 - mmaction - INFO - Epoch [21][760/3757] lr: 1.000e-02, eta: 1 day, 19:19:12, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7164, loss_cls: 2.2623, loss: 2.2623, grad_norm: 3.8922 2021-01-29 13:58:11,062 - mmaction - INFO - Epoch [21][780/3757] lr: 1.000e-02, eta: 1 day, 19:18:41, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7078, loss_cls: 2.3446, loss: 2.3446, grad_norm: 3.8455 2021-01-29 13:58:16,380 - mmaction - INFO - Epoch [21][800/3757] lr: 1.000e-02, eta: 1 day, 19:18:10, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3330, loss: 2.3330, grad_norm: 3.8779 2021-01-29 13:58:21,462 - mmaction - INFO - Epoch [21][820/3757] lr: 1.000e-02, eta: 1 day, 19:17:39, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7000, loss_cls: 2.4209, loss: 2.4209, grad_norm: 4.0324 2021-01-29 13:58:26,562 - mmaction - INFO - Epoch [21][840/3757] lr: 1.000e-02, eta: 1 day, 19:17:07, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7109, loss_cls: 2.3203, loss: 2.3203, grad_norm: 3.8811 2021-01-29 13:58:31,844 - mmaction - INFO - Epoch [21][860/3757] lr: 1.000e-02, eta: 1 day, 19:16:37, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.2217, loss: 2.2217, grad_norm: 4.0026 2021-01-29 13:58:37,412 - mmaction - INFO - Epoch [21][880/3757] lr: 1.000e-02, eta: 1 day, 19:16:07, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3463, loss: 2.3463, grad_norm: 4.4073 2021-01-29 13:58:42,922 - mmaction - INFO - Epoch [21][900/3757] lr: 1.000e-02, eta: 1 day, 19:15:38, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7102, loss_cls: 2.3123, loss: 2.3123, grad_norm: 3.8970 2021-01-29 13:58:48,756 - mmaction - INFO - Epoch [21][920/3757] lr: 1.000e-02, eta: 1 day, 19:15:09, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.6953, loss_cls: 2.3465, loss: 2.3465, grad_norm: 3.8576 2021-01-29 13:58:54,040 - mmaction - INFO - Epoch [21][940/3757] lr: 1.000e-02, eta: 1 day, 19:14:39, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2788, loss: 2.2788, grad_norm: 3.8669 2021-01-29 13:58:59,449 - mmaction - INFO - Epoch [21][960/3757] lr: 1.000e-02, eta: 1 day, 19:14:09, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7242, loss_cls: 2.3402, loss: 2.3402, grad_norm: 3.9628 2021-01-29 13:59:04,690 - mmaction - INFO - Epoch [21][980/3757] lr: 1.000e-02, eta: 1 day, 19:13:38, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7039, loss_cls: 2.3647, loss: 2.3647, grad_norm: 3.7036 2021-01-29 13:59:10,332 - mmaction - INFO - Epoch [21][1000/3757] lr: 1.000e-02, eta: 1 day, 19:13:09, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7234, loss_cls: 2.2541, loss: 2.2541, grad_norm: 3.8265 2021-01-29 13:59:16,104 - mmaction - INFO - Epoch [21][1020/3757] lr: 1.000e-02, eta: 1 day, 19:12:41, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7273, loss_cls: 2.2875, loss: 2.2875, grad_norm: 3.7599 2021-01-29 13:59:21,363 - mmaction - INFO - Epoch [21][1040/3757] lr: 1.000e-02, eta: 1 day, 19:12:10, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7320, loss_cls: 2.2607, loss: 2.2607, grad_norm: 3.9456 2021-01-29 13:59:27,134 - mmaction - INFO - Epoch [21][1060/3757] lr: 1.000e-02, eta: 1 day, 19:11:42, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.2352, loss: 2.2352, grad_norm: 3.7083 2021-01-29 13:59:32,600 - mmaction - INFO - Epoch [21][1080/3757] lr: 1.000e-02, eta: 1 day, 19:11:12, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7266, loss_cls: 2.2819, loss: 2.2819, grad_norm: 3.8987 2021-01-29 13:59:38,617 - mmaction - INFO - Epoch [21][1100/3757] lr: 1.000e-02, eta: 1 day, 19:10:44, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1911, loss: 2.1911, grad_norm: 3.8765 2021-01-29 13:59:43,999 - mmaction - INFO - Epoch [21][1120/3757] lr: 1.000e-02, eta: 1 day, 19:10:14, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7047, loss_cls: 2.3687, loss: 2.3687, grad_norm: 4.0125 2021-01-29 13:59:49,862 - mmaction - INFO - Epoch [21][1140/3757] lr: 1.000e-02, eta: 1 day, 19:09:46, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7125, loss_cls: 2.2795, loss: 2.2795, grad_norm: 3.8027 2021-01-29 13:59:55,572 - mmaction - INFO - Epoch [21][1160/3757] lr: 1.000e-02, eta: 1 day, 19:09:18, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7297, loss_cls: 2.2163, loss: 2.2163, grad_norm: 3.9545 2021-01-29 14:00:01,142 - mmaction - INFO - Epoch [21][1180/3757] lr: 1.000e-02, eta: 1 day, 19:08:48, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7172, loss_cls: 2.3069, loss: 2.3069, grad_norm: 3.9252 2021-01-29 14:00:06,788 - mmaction - INFO - Epoch [21][1200/3757] lr: 1.000e-02, eta: 1 day, 19:08:19, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7102, loss_cls: 2.2928, loss: 2.2928, grad_norm: 3.7718 2021-01-29 14:00:11,965 - mmaction - INFO - Epoch [21][1220/3757] lr: 1.000e-02, eta: 1 day, 19:07:49, time: 0.259, data_time: 0.003, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.2909, loss: 2.2909, grad_norm: 3.8093 2021-01-29 14:00:18,846 - mmaction - INFO - Epoch [21][1240/3757] lr: 1.000e-02, eta: 1 day, 19:07:24, time: 0.343, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7234, loss_cls: 2.2986, loss: 2.2986, grad_norm: 3.9693 2021-01-29 14:00:23,887 - mmaction - INFO - Epoch [21][1260/3757] lr: 1.000e-02, eta: 1 day, 19:06:53, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7234, loss_cls: 2.3228, loss: 2.3228, grad_norm: 3.9448 2021-01-29 14:00:29,949 - mmaction - INFO - Epoch [21][1280/3757] lr: 1.000e-02, eta: 1 day, 19:06:26, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7063, loss_cls: 2.3526, loss: 2.3526, grad_norm: 4.1330 2021-01-29 14:00:35,738 - mmaction - INFO - Epoch [21][1300/3757] lr: 1.000e-02, eta: 1 day, 19:05:58, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7094, loss_cls: 2.3417, loss: 2.3417, grad_norm: 3.8354 2021-01-29 14:00:41,701 - mmaction - INFO - Epoch [21][1320/3757] lr: 1.000e-02, eta: 1 day, 19:05:30, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6945, loss_cls: 2.3589, loss: 2.3589, grad_norm: 3.9309 2021-01-29 14:00:47,505 - mmaction - INFO - Epoch [21][1340/3757] lr: 1.000e-02, eta: 1 day, 19:05:02, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2822, loss: 2.2822, grad_norm: 3.9099 2021-01-29 14:00:53,452 - mmaction - INFO - Epoch [21][1360/3757] lr: 1.000e-02, eta: 1 day, 19:04:34, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.2445, loss: 2.2445, grad_norm: 3.7948 2021-01-29 14:00:58,807 - mmaction - INFO - Epoch [21][1380/3757] lr: 1.000e-02, eta: 1 day, 19:04:04, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7102, loss_cls: 2.3089, loss: 2.3089, grad_norm: 3.7450 2021-01-29 14:01:04,550 - mmaction - INFO - Epoch [21][1400/3757] lr: 1.000e-02, eta: 1 day, 19:03:36, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7063, loss_cls: 2.2873, loss: 2.2873, grad_norm: 3.8122 2021-01-29 14:01:10,419 - mmaction - INFO - Epoch [21][1420/3757] lr: 1.000e-02, eta: 1 day, 19:03:08, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7352, loss_cls: 2.2247, loss: 2.2247, grad_norm: 3.9144 2021-01-29 14:01:16,947 - mmaction - INFO - Epoch [21][1440/3757] lr: 1.000e-02, eta: 1 day, 19:02:43, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7141, loss_cls: 2.2641, loss: 2.2641, grad_norm: 3.8220 2021-01-29 14:01:22,356 - mmaction - INFO - Epoch [21][1460/3757] lr: 1.000e-02, eta: 1 day, 19:02:13, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7109, loss_cls: 2.3587, loss: 2.3587, grad_norm: 3.9036 2021-01-29 14:01:28,063 - mmaction - INFO - Epoch [21][1480/3757] lr: 1.000e-02, eta: 1 day, 19:01:44, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7023, loss_cls: 2.3494, loss: 2.3494, grad_norm: 3.7700 2021-01-29 14:01:33,460 - mmaction - INFO - Epoch [21][1500/3757] lr: 1.000e-02, eta: 1 day, 19:01:15, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2524, loss: 2.2524, grad_norm: 3.8327 2021-01-29 14:01:39,595 - mmaction - INFO - Epoch [21][1520/3757] lr: 1.000e-02, eta: 1 day, 19:00:48, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6984, loss_cls: 2.3977, loss: 2.3977, grad_norm: 4.1436 2021-01-29 14:01:44,918 - mmaction - INFO - Epoch [21][1540/3757] lr: 1.000e-02, eta: 1 day, 19:00:18, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.3505, loss: 2.3505, grad_norm: 3.8627 2021-01-29 14:01:50,385 - mmaction - INFO - Epoch [21][1560/3757] lr: 1.000e-02, eta: 1 day, 18:59:48, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7133, loss_cls: 2.2904, loss: 2.2904, grad_norm: 3.9251 2021-01-29 14:01:56,347 - mmaction - INFO - Epoch [21][1580/3757] lr: 1.000e-02, eta: 1 day, 18:59:21, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7102, loss_cls: 2.2913, loss: 2.2913, grad_norm: 3.7841 2021-01-29 14:02:02,252 - mmaction - INFO - Epoch [21][1600/3757] lr: 1.000e-02, eta: 1 day, 18:58:53, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7328, loss_cls: 2.2683, loss: 2.2683, grad_norm: 3.8624 2021-01-29 14:02:07,470 - mmaction - INFO - Epoch [21][1620/3757] lr: 1.000e-02, eta: 1 day, 18:58:23, time: 0.261, data_time: 0.004, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7180, loss_cls: 2.2706, loss: 2.2706, grad_norm: 3.8881 2021-01-29 14:02:13,048 - mmaction - INFO - Epoch [21][1640/3757] lr: 1.000e-02, eta: 1 day, 18:57:54, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7383, loss_cls: 2.2805, loss: 2.2805, grad_norm: 4.0216 2021-01-29 14:02:19,648 - mmaction - INFO - Epoch [21][1660/3757] lr: 1.000e-02, eta: 1 day, 18:57:29, time: 0.330, data_time: 0.003, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7258, loss_cls: 2.2778, loss: 2.2778, grad_norm: 3.9913 2021-01-29 14:02:25,408 - mmaction - INFO - Epoch [21][1680/3757] lr: 1.000e-02, eta: 1 day, 18:57:01, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2607, loss: 2.2607, grad_norm: 3.9587 2021-01-29 14:02:31,090 - mmaction - INFO - Epoch [21][1700/3757] lr: 1.000e-02, eta: 1 day, 18:56:32, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4500, top5_acc: 0.7070, loss_cls: 2.3819, loss: 2.3819, grad_norm: 4.3002 2021-01-29 14:02:36,447 - mmaction - INFO - Epoch [21][1720/3757] lr: 1.000e-02, eta: 1 day, 18:56:03, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7180, loss_cls: 2.3375, loss: 2.3375, grad_norm: 3.8888 2021-01-29 14:02:42,442 - mmaction - INFO - Epoch [21][1740/3757] lr: 1.000e-02, eta: 1 day, 18:55:35, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7141, loss_cls: 2.2842, loss: 2.2842, grad_norm: 3.9233 2021-01-29 14:02:48,832 - mmaction - INFO - Epoch [21][1760/3757] lr: 1.000e-02, eta: 1 day, 18:55:10, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7289, loss_cls: 2.2886, loss: 2.2886, grad_norm: 3.9300 2021-01-29 14:02:54,412 - mmaction - INFO - Epoch [21][1780/3757] lr: 1.000e-02, eta: 1 day, 18:54:41, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6961, loss_cls: 2.3759, loss: 2.3759, grad_norm: 3.9249 2021-01-29 14:03:00,457 - mmaction - INFO - Epoch [21][1800/3757] lr: 1.000e-02, eta: 1 day, 18:54:14, time: 0.302, data_time: 0.000, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7156, loss_cls: 2.3261, loss: 2.3261, grad_norm: 3.9061 2021-01-29 14:03:05,973 - mmaction - INFO - Epoch [21][1820/3757] lr: 1.000e-02, eta: 1 day, 18:53:45, time: 0.275, data_time: 0.004, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7359, loss_cls: 2.2524, loss: 2.2524, grad_norm: 4.2082 2021-01-29 14:03:12,392 - mmaction - INFO - Epoch [21][1840/3757] lr: 1.000e-02, eta: 1 day, 18:53:19, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.2406, loss: 2.2406, grad_norm: 3.8989 2021-01-29 14:03:17,792 - mmaction - INFO - Epoch [21][1860/3757] lr: 1.000e-02, eta: 1 day, 18:52:50, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7219, loss_cls: 2.2943, loss: 2.2943, grad_norm: 3.9669 2021-01-29 14:03:23,214 - mmaction - INFO - Epoch [21][1880/3757] lr: 1.000e-02, eta: 1 day, 18:52:20, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7258, loss_cls: 2.2383, loss: 2.2383, grad_norm: 3.9224 2021-01-29 14:03:29,263 - mmaction - INFO - Epoch [21][1900/3757] lr: 1.000e-02, eta: 1 day, 18:51:53, time: 0.303, data_time: 0.004, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7117, loss_cls: 2.4063, loss: 2.4063, grad_norm: 4.0256 2021-01-29 14:03:35,155 - mmaction - INFO - Epoch [21][1920/3757] lr: 1.000e-02, eta: 1 day, 18:51:26, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7133, loss_cls: 2.3395, loss: 2.3395, grad_norm: 4.0731 2021-01-29 14:03:40,997 - mmaction - INFO - Epoch [21][1940/3757] lr: 1.000e-02, eta: 1 day, 18:50:58, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7016, loss_cls: 2.3658, loss: 2.3658, grad_norm: 3.8653 2021-01-29 14:03:47,022 - mmaction - INFO - Epoch [21][1960/3757] lr: 1.000e-02, eta: 1 day, 18:50:31, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3406, loss: 2.3406, grad_norm: 4.0096 2021-01-29 14:03:52,464 - mmaction - INFO - Epoch [21][1980/3757] lr: 1.000e-02, eta: 1 day, 18:50:02, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2684, loss: 2.2684, grad_norm: 4.0147 2021-01-29 14:03:58,527 - mmaction - INFO - Epoch [21][2000/3757] lr: 1.000e-02, eta: 1 day, 18:49:35, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4398, top5_acc: 0.7008, loss_cls: 2.4462, loss: 2.4462, grad_norm: 4.0428 2021-01-29 14:04:04,289 - mmaction - INFO - Epoch [21][2020/3757] lr: 1.000e-02, eta: 1 day, 18:49:07, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7367, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.9122 2021-01-29 14:04:09,458 - mmaction - INFO - Epoch [21][2040/3757] lr: 1.000e-02, eta: 1 day, 18:48:37, time: 0.259, data_time: 0.003, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7008, loss_cls: 2.3792, loss: 2.3792, grad_norm: 4.0378 2021-01-29 14:04:14,739 - mmaction - INFO - Epoch [21][2060/3757] lr: 1.000e-02, eta: 1 day, 18:48:07, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7070, loss_cls: 2.2903, loss: 2.2903, grad_norm: 3.7620 2021-01-29 14:04:20,308 - mmaction - INFO - Epoch [21][2080/3757] lr: 1.000e-02, eta: 1 day, 18:47:38, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7148, loss_cls: 2.3581, loss: 2.3581, grad_norm: 4.0183 2021-01-29 14:04:26,420 - mmaction - INFO - Epoch [21][2100/3757] lr: 1.000e-02, eta: 1 day, 18:47:12, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7258, loss_cls: 2.2563, loss: 2.2563, grad_norm: 3.9961 2021-01-29 14:04:32,555 - mmaction - INFO - Epoch [21][2120/3757] lr: 1.000e-02, eta: 1 day, 18:46:45, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7172, loss_cls: 2.2721, loss: 2.2721, grad_norm: 4.0049 2021-01-29 14:04:38,221 - mmaction - INFO - Epoch [21][2140/3757] lr: 1.000e-02, eta: 1 day, 18:46:17, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3092, loss: 2.3092, grad_norm: 3.9599 2021-01-29 14:04:44,270 - mmaction - INFO - Epoch [21][2160/3757] lr: 1.000e-02, eta: 1 day, 18:45:50, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7195, loss_cls: 2.2878, loss: 2.2878, grad_norm: 4.2742 2021-01-29 14:04:49,854 - mmaction - INFO - Epoch [21][2180/3757] lr: 1.000e-02, eta: 1 day, 18:45:21, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7211, loss_cls: 2.2994, loss: 2.2994, grad_norm: 3.9312 2021-01-29 14:04:55,414 - mmaction - INFO - Epoch [21][2200/3757] lr: 1.000e-02, eta: 1 day, 18:44:53, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7289, loss_cls: 2.2940, loss: 2.2940, grad_norm: 3.9289 2021-01-29 14:05:01,580 - mmaction - INFO - Epoch [21][2220/3757] lr: 1.000e-02, eta: 1 day, 18:44:26, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7102, loss_cls: 2.3430, loss: 2.3430, grad_norm: 3.9337 2021-01-29 14:05:07,443 - mmaction - INFO - Epoch [21][2240/3757] lr: 1.000e-02, eta: 1 day, 18:43:59, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7266, loss_cls: 2.2455, loss: 2.2455, grad_norm: 3.8781 2021-01-29 14:05:13,034 - mmaction - INFO - Epoch [21][2260/3757] lr: 1.000e-02, eta: 1 day, 18:43:30, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7125, loss_cls: 2.3730, loss: 2.3730, grad_norm: 3.8415 2021-01-29 14:05:19,425 - mmaction - INFO - Epoch [21][2280/3757] lr: 1.000e-02, eta: 1 day, 18:43:05, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7141, loss_cls: 2.3061, loss: 2.3061, grad_norm: 3.9888 2021-01-29 14:05:25,311 - mmaction - INFO - Epoch [21][2300/3757] lr: 1.000e-02, eta: 1 day, 18:42:38, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7352, loss_cls: 2.2261, loss: 2.2261, grad_norm: 4.0178 2021-01-29 14:05:30,715 - mmaction - INFO - Epoch [21][2320/3757] lr: 1.000e-02, eta: 1 day, 18:42:08, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7211, loss_cls: 2.2998, loss: 2.2998, grad_norm: 3.9485 2021-01-29 14:05:36,465 - mmaction - INFO - Epoch [21][2340/3757] lr: 1.000e-02, eta: 1 day, 18:41:41, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7289, loss_cls: 2.3221, loss: 2.3221, grad_norm: 4.0514 2021-01-29 14:05:42,345 - mmaction - INFO - Epoch [21][2360/3757] lr: 1.000e-02, eta: 1 day, 18:41:13, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.3698, loss: 2.3698, grad_norm: 3.8960 2021-01-29 14:05:47,772 - mmaction - INFO - Epoch [21][2380/3757] lr: 1.000e-02, eta: 1 day, 18:40:44, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7227, loss_cls: 2.2742, loss: 2.2742, grad_norm: 4.0486 2021-01-29 14:05:53,102 - mmaction - INFO - Epoch [21][2400/3757] lr: 1.000e-02, eta: 1 day, 18:40:15, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7398, loss_cls: 2.2101, loss: 2.2101, grad_norm: 3.9568 2021-01-29 14:05:58,776 - mmaction - INFO - Epoch [21][2420/3757] lr: 1.000e-02, eta: 1 day, 18:39:47, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7094, loss_cls: 2.3072, loss: 2.3072, grad_norm: 3.8880 2021-01-29 14:06:04,851 - mmaction - INFO - Epoch [21][2440/3757] lr: 1.000e-02, eta: 1 day, 18:39:20, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.1642, loss: 2.1642, grad_norm: 3.8216 2021-01-29 14:06:10,321 - mmaction - INFO - Epoch [21][2460/3757] lr: 1.000e-02, eta: 1 day, 18:38:51, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7250, loss_cls: 2.2399, loss: 2.2399, grad_norm: 3.8915 2021-01-29 14:06:16,248 - mmaction - INFO - Epoch [21][2480/3757] lr: 1.000e-02, eta: 1 day, 18:38:24, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2519, loss: 2.2519, grad_norm: 3.8768 2021-01-29 14:06:22,806 - mmaction - INFO - Epoch [21][2500/3757] lr: 1.000e-02, eta: 1 day, 18:37:59, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.3546, loss: 2.3546, grad_norm: 3.9242 2021-01-29 14:06:28,943 - mmaction - INFO - Epoch [21][2520/3757] lr: 1.000e-02, eta: 1 day, 18:37:33, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.4516, top5_acc: 0.6992, loss_cls: 2.3438, loss: 2.3438, grad_norm: 3.9156 2021-01-29 14:06:33,836 - mmaction - INFO - Epoch [21][2540/3757] lr: 1.000e-02, eta: 1 day, 18:37:02, time: 0.244, data_time: 0.002, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7367, loss_cls: 2.2402, loss: 2.2402, grad_norm: 3.9166 2021-01-29 14:06:39,624 - mmaction - INFO - Epoch [21][2560/3757] lr: 1.000e-02, eta: 1 day, 18:36:35, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7102, loss_cls: 2.3263, loss: 2.3263, grad_norm: 4.0669 2021-01-29 14:06:45,564 - mmaction - INFO - Epoch [21][2580/3757] lr: 1.000e-02, eta: 1 day, 18:36:08, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7234, loss_cls: 2.2300, loss: 2.2300, grad_norm: 3.9044 2021-01-29 14:06:50,854 - mmaction - INFO - Epoch [21][2600/3757] lr: 1.000e-02, eta: 1 day, 18:35:38, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7188, loss_cls: 2.3418, loss: 2.3418, grad_norm: 3.8459 2021-01-29 14:06:57,560 - mmaction - INFO - Epoch [21][2620/3757] lr: 1.000e-02, eta: 1 day, 18:35:14, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.2155, loss: 2.2155, grad_norm: 3.9992 2021-01-29 14:07:03,300 - mmaction - INFO - Epoch [21][2640/3757] lr: 1.000e-02, eta: 1 day, 18:34:46, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.6984, loss_cls: 2.3889, loss: 2.3889, grad_norm: 4.1790 2021-01-29 14:07:08,413 - mmaction - INFO - Epoch [21][2660/3757] lr: 1.000e-02, eta: 1 day, 18:34:16, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7344, loss_cls: 2.2513, loss: 2.2513, grad_norm: 3.8029 2021-01-29 14:07:14,271 - mmaction - INFO - Epoch [21][2680/3757] lr: 1.000e-02, eta: 1 day, 18:33:49, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7094, loss_cls: 2.3263, loss: 2.3263, grad_norm: 4.0090 2021-01-29 14:07:20,166 - mmaction - INFO - Epoch [21][2700/3757] lr: 1.000e-02, eta: 1 day, 18:33:22, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.6992, loss_cls: 2.4167, loss: 2.4167, grad_norm: 3.9259 2021-01-29 14:07:26,325 - mmaction - INFO - Epoch [21][2720/3757] lr: 1.000e-02, eta: 1 day, 18:32:56, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7312, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.8486 2021-01-29 14:07:32,247 - mmaction - INFO - Epoch [21][2740/3757] lr: 1.000e-02, eta: 1 day, 18:32:29, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.2469, loss: 2.2469, grad_norm: 3.9441 2021-01-29 14:07:38,046 - mmaction - INFO - Epoch [21][2760/3757] lr: 1.000e-02, eta: 1 day, 18:32:01, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7195, loss_cls: 2.3146, loss: 2.3146, grad_norm: 3.9947 2021-01-29 14:07:44,229 - mmaction - INFO - Epoch [21][2780/3757] lr: 1.000e-02, eta: 1 day, 18:31:35, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4336, loss: 2.4336, grad_norm: 3.8859 2021-01-29 14:07:50,871 - mmaction - INFO - Epoch [21][2800/3757] lr: 1.000e-02, eta: 1 day, 18:31:11, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7242, loss_cls: 2.2663, loss: 2.2663, grad_norm: 3.8476 2021-01-29 14:07:56,166 - mmaction - INFO - Epoch [21][2820/3757] lr: 1.000e-02, eta: 1 day, 18:30:42, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7453, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.8478 2021-01-29 14:08:02,004 - mmaction - INFO - Epoch [21][2840/3757] lr: 1.000e-02, eta: 1 day, 18:30:15, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7375, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.8579 2021-01-29 14:08:08,010 - mmaction - INFO - Epoch [21][2860/3757] lr: 1.000e-02, eta: 1 day, 18:29:48, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7125, loss_cls: 2.3003, loss: 2.3003, grad_norm: 3.7978 2021-01-29 14:08:13,627 - mmaction - INFO - Epoch [21][2880/3757] lr: 1.000e-02, eta: 1 day, 18:29:20, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7086, loss_cls: 2.3311, loss: 2.3311, grad_norm: 3.9824 2021-01-29 14:08:19,178 - mmaction - INFO - Epoch [21][2900/3757] lr: 1.000e-02, eta: 1 day, 18:28:52, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7289, loss_cls: 2.2448, loss: 2.2448, grad_norm: 4.1193 2021-01-29 14:08:25,258 - mmaction - INFO - Epoch [21][2920/3757] lr: 1.000e-02, eta: 1 day, 18:28:25, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.6977, loss_cls: 2.3731, loss: 2.3731, grad_norm: 3.9657 2021-01-29 14:08:31,551 - mmaction - INFO - Epoch [21][2940/3757] lr: 1.000e-02, eta: 1 day, 18:28:00, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7438, loss_cls: 2.3094, loss: 2.3094, grad_norm: 3.8300 2021-01-29 14:08:37,436 - mmaction - INFO - Epoch [21][2960/3757] lr: 1.000e-02, eta: 1 day, 18:27:33, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2271, loss: 2.2271, grad_norm: 4.0066 2021-01-29 14:08:42,721 - mmaction - INFO - Epoch [21][2980/3757] lr: 1.000e-02, eta: 1 day, 18:27:04, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2395, loss: 2.2395, grad_norm: 3.8420 2021-01-29 14:08:49,257 - mmaction - INFO - Epoch [21][3000/3757] lr: 1.000e-02, eta: 1 day, 18:26:39, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3578, loss: 2.3578, grad_norm: 3.9202 2021-01-29 14:08:56,168 - mmaction - INFO - Epoch [21][3020/3757] lr: 1.000e-02, eta: 1 day, 18:26:16, time: 0.346, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7211, loss_cls: 2.3112, loss: 2.3112, grad_norm: 3.8382 2021-01-29 14:09:01,807 - mmaction - INFO - Epoch [21][3040/3757] lr: 1.000e-02, eta: 1 day, 18:25:48, time: 0.282, data_time: 0.000, memory: 3385, top1_acc: 0.4484, top5_acc: 0.7109, loss_cls: 2.3062, loss: 2.3062, grad_norm: 3.8746 2021-01-29 14:09:07,101 - mmaction - INFO - Epoch [21][3060/3757] lr: 1.000e-02, eta: 1 day, 18:25:19, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.3328, loss: 2.3328, grad_norm: 3.8521 2021-01-29 14:09:11,996 - mmaction - INFO - Epoch [21][3080/3757] lr: 1.000e-02, eta: 1 day, 18:24:48, time: 0.245, data_time: 0.000, memory: 3385, top1_acc: 0.4641, top5_acc: 0.6977, loss_cls: 2.3853, loss: 2.3853, grad_norm: 3.7756 2021-01-29 14:09:18,282 - mmaction - INFO - Epoch [21][3100/3757] lr: 1.000e-02, eta: 1 day, 18:24:23, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7383, loss_cls: 2.2748, loss: 2.2748, grad_norm: 3.9489 2021-01-29 14:09:24,088 - mmaction - INFO - Epoch [21][3120/3757] lr: 1.000e-02, eta: 1 day, 18:23:56, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7305, loss_cls: 2.2817, loss: 2.2817, grad_norm: 3.9442 2021-01-29 14:09:29,444 - mmaction - INFO - Epoch [21][3140/3757] lr: 1.000e-02, eta: 1 day, 18:23:27, time: 0.268, data_time: 0.004, memory: 3385, top1_acc: 0.4352, top5_acc: 0.6719, loss_cls: 2.4958, loss: 2.4958, grad_norm: 3.8997 2021-01-29 14:09:35,078 - mmaction - INFO - Epoch [21][3160/3757] lr: 1.000e-02, eta: 1 day, 18:22:59, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2459, loss: 2.2459, grad_norm: 3.8491 2021-01-29 14:09:40,700 - mmaction - INFO - Epoch [21][3180/3757] lr: 1.000e-02, eta: 1 day, 18:22:31, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7109, loss_cls: 2.2826, loss: 2.2826, grad_norm: 3.8820 2021-01-29 14:09:47,096 - mmaction - INFO - Epoch [21][3200/3757] lr: 1.000e-02, eta: 1 day, 18:22:06, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3423, loss: 2.3423, grad_norm: 3.6719 2021-01-29 14:09:52,874 - mmaction - INFO - Epoch [21][3220/3757] lr: 1.000e-02, eta: 1 day, 18:21:39, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.9179 2021-01-29 14:09:58,577 - mmaction - INFO - Epoch [21][3240/3757] lr: 1.000e-02, eta: 1 day, 18:21:11, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7148, loss_cls: 2.3329, loss: 2.3329, grad_norm: 3.8763 2021-01-29 14:10:04,268 - mmaction - INFO - Epoch [21][3260/3757] lr: 1.000e-02, eta: 1 day, 18:20:44, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.3048, loss: 2.3048, grad_norm: 4.0050 2021-01-29 14:10:10,318 - mmaction - INFO - Epoch [21][3280/3757] lr: 1.000e-02, eta: 1 day, 18:20:18, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7312, loss_cls: 2.2285, loss: 2.2285, grad_norm: 3.8458 2021-01-29 14:10:16,179 - mmaction - INFO - Epoch [21][3300/3757] lr: 1.000e-02, eta: 1 day, 18:19:51, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.2617, loss: 2.2617, grad_norm: 4.0441 2021-01-29 14:10:21,844 - mmaction - INFO - Epoch [21][3320/3757] lr: 1.000e-02, eta: 1 day, 18:19:23, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.2865, loss: 2.2865, grad_norm: 4.0416 2021-01-29 14:10:27,545 - mmaction - INFO - Epoch [21][3340/3757] lr: 1.000e-02, eta: 1 day, 18:18:56, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7328, loss_cls: 2.2892, loss: 2.2892, grad_norm: 3.9989 2021-01-29 14:10:33,755 - mmaction - INFO - Epoch [21][3360/3757] lr: 1.000e-02, eta: 1 day, 18:18:30, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7258, loss_cls: 2.3113, loss: 2.3113, grad_norm: 3.8668 2021-01-29 14:10:40,277 - mmaction - INFO - Epoch [21][3380/3757] lr: 1.000e-02, eta: 1 day, 18:18:06, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.3011, loss: 2.3011, grad_norm: 3.9857 2021-01-29 14:10:46,169 - mmaction - INFO - Epoch [21][3400/3757] lr: 1.000e-02, eta: 1 day, 18:17:39, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.2408, loss: 2.2408, grad_norm: 3.9031 2021-01-29 14:10:52,132 - mmaction - INFO - Epoch [21][3420/3757] lr: 1.000e-02, eta: 1 day, 18:17:12, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7320, loss_cls: 2.1915, loss: 2.1915, grad_norm: 3.8808 2021-01-29 14:10:58,077 - mmaction - INFO - Epoch [21][3440/3757] lr: 1.000e-02, eta: 1 day, 18:16:46, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7141, loss_cls: 2.3095, loss: 2.3095, grad_norm: 3.9101 2021-01-29 14:11:03,865 - mmaction - INFO - Epoch [21][3460/3757] lr: 1.000e-02, eta: 1 day, 18:16:19, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7172, loss_cls: 2.3012, loss: 2.3012, grad_norm: 3.9696 2021-01-29 14:11:09,459 - mmaction - INFO - Epoch [21][3480/3757] lr: 1.000e-02, eta: 1 day, 18:15:51, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7227, loss_cls: 2.3082, loss: 2.3082, grad_norm: 3.8881 2021-01-29 14:11:15,256 - mmaction - INFO - Epoch [21][3500/3757] lr: 1.000e-02, eta: 1 day, 18:15:24, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7172, loss_cls: 2.2658, loss: 2.2658, grad_norm: 3.8672 2021-01-29 14:11:21,048 - mmaction - INFO - Epoch [21][3520/3757] lr: 1.000e-02, eta: 1 day, 18:14:57, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7180, loss_cls: 2.3011, loss: 2.3011, grad_norm: 3.8721 2021-01-29 14:11:26,869 - mmaction - INFO - Epoch [21][3540/3757] lr: 1.000e-02, eta: 1 day, 18:14:30, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7070, loss_cls: 2.3204, loss: 2.3204, grad_norm: 3.7840 2021-01-29 14:11:32,708 - mmaction - INFO - Epoch [21][3560/3757] lr: 1.000e-02, eta: 1 day, 18:14:03, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7008, loss_cls: 2.4035, loss: 2.4035, grad_norm: 3.8385 2021-01-29 14:11:38,338 - mmaction - INFO - Epoch [21][3580/3757] lr: 1.000e-02, eta: 1 day, 18:13:36, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7328, loss_cls: 2.2453, loss: 2.2453, grad_norm: 3.9575 2021-01-29 14:11:43,679 - mmaction - INFO - Epoch [21][3600/3757] lr: 1.000e-02, eta: 1 day, 18:13:07, time: 0.267, data_time: 0.004, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7078, loss_cls: 2.2689, loss: 2.2689, grad_norm: 3.8716 2021-01-29 14:11:49,340 - mmaction - INFO - Epoch [21][3620/3757] lr: 1.000e-02, eta: 1 day, 18:12:39, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7148, loss_cls: 2.2793, loss: 2.2793, grad_norm: 3.8650 2021-01-29 14:11:55,824 - mmaction - INFO - Epoch [21][3640/3757] lr: 1.000e-02, eta: 1 day, 18:12:15, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7367, loss_cls: 2.2053, loss: 2.2053, grad_norm: 3.9865 2021-01-29 14:12:02,272 - mmaction - INFO - Epoch [21][3660/3757] lr: 1.000e-02, eta: 1 day, 18:11:51, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7078, loss_cls: 2.3508, loss: 2.3508, grad_norm: 3.9081 2021-01-29 14:12:08,093 - mmaction - INFO - Epoch [21][3680/3757] lr: 1.000e-02, eta: 1 day, 18:11:24, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7195, loss_cls: 2.2768, loss: 2.2768, grad_norm: 3.8231 2021-01-29 14:12:13,806 - mmaction - INFO - Epoch [21][3700/3757] lr: 1.000e-02, eta: 1 day, 18:10:56, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.3303, loss: 2.3303, grad_norm: 4.0704 2021-01-29 14:12:19,349 - mmaction - INFO - Epoch [21][3720/3757] lr: 1.000e-02, eta: 1 day, 18:10:29, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1985, loss: 2.1985, grad_norm: 3.7811 2021-01-29 14:12:25,389 - mmaction - INFO - Epoch [21][3740/3757] lr: 1.000e-02, eta: 1 day, 18:10:03, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.6898, loss_cls: 2.4289, loss: 2.4289, grad_norm: 4.0059 2021-01-29 14:12:53,263 - mmaction - INFO - Saving checkpoint at 21 epochs 2021-01-29 14:27:58,732 - mmaction - INFO - Epoch [22][20/3757] lr: 1.000e-02, eta: 1 day, 19:05:15, time: 45.243, data_time: 44.757, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7594, loss_cls: 2.0898, loss: 2.0898, grad_norm: 4.5152 2021-01-29 14:28:03,043 - mmaction - INFO - Epoch [22][40/3757] lr: 1.000e-02, eta: 1 day, 19:04:43, time: 0.225, data_time: 0.015, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7117, loss_cls: 2.3676, loss: 2.3676, grad_norm: 5.0662 2021-01-29 14:28:07,199 - mmaction - INFO - Epoch [22][60/3757] lr: 1.000e-02, eta: 1 day, 19:04:08, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.2546, loss: 2.2546, grad_norm: 4.1424 2021-01-29 14:28:11,428 - mmaction - INFO - Epoch [22][80/3757] lr: 1.000e-02, eta: 1 day, 19:03:35, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7328, loss_cls: 2.2896, loss: 2.2896, grad_norm: 3.8795 2021-01-29 14:28:15,540 - mmaction - INFO - Epoch [22][100/3757] lr: 1.000e-02, eta: 1 day, 19:03:00, time: 0.206, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.2765, loss: 2.2765, grad_norm: 3.9625 2021-01-29 14:28:19,729 - mmaction - INFO - Epoch [22][120/3757] lr: 1.000e-02, eta: 1 day, 19:02:26, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7219, loss_cls: 2.2615, loss: 2.2615, grad_norm: 3.9971 2021-01-29 14:28:23,892 - mmaction - INFO - Epoch [22][140/3757] lr: 1.000e-02, eta: 1 day, 19:01:52, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7312, loss_cls: 2.2590, loss: 2.2590, grad_norm: 3.9044 2021-01-29 14:28:28,137 - mmaction - INFO - Epoch [22][160/3757] lr: 1.000e-02, eta: 1 day, 19:01:19, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7109, loss_cls: 2.2901, loss: 2.2901, grad_norm: 4.0690 2021-01-29 14:28:32,271 - mmaction - INFO - Epoch [22][180/3757] lr: 1.000e-02, eta: 1 day, 19:00:45, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.9472 2021-01-29 14:28:36,497 - mmaction - INFO - Epoch [22][200/3757] lr: 1.000e-02, eta: 1 day, 19:00:11, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7063, loss_cls: 2.3325, loss: 2.3325, grad_norm: 4.0096 2021-01-29 14:28:40,725 - mmaction - INFO - Epoch [22][220/3757] lr: 1.000e-02, eta: 1 day, 18:59:37, time: 0.213, data_time: 0.004, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7336, loss_cls: 2.2349, loss: 2.2349, grad_norm: 4.0015 2021-01-29 14:28:44,985 - mmaction - INFO - Epoch [22][240/3757] lr: 1.000e-02, eta: 1 day, 18:59:03, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.2509, loss: 2.2509, grad_norm: 3.8686 2021-01-29 14:28:49,128 - mmaction - INFO - Epoch [22][260/3757] lr: 1.000e-02, eta: 1 day, 18:58:29, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2674, loss: 2.2674, grad_norm: 4.0346 2021-01-29 14:28:53,308 - mmaction - INFO - Epoch [22][280/3757] lr: 1.000e-02, eta: 1 day, 18:57:56, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7031, loss_cls: 2.3178, loss: 2.3178, grad_norm: 3.9468 2021-01-29 14:28:57,694 - mmaction - INFO - Epoch [22][300/3757] lr: 1.000e-02, eta: 1 day, 18:57:23, time: 0.219, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7148, loss_cls: 2.3381, loss: 2.3381, grad_norm: 3.9256 2021-01-29 14:29:02,036 - mmaction - INFO - Epoch [22][320/3757] lr: 1.000e-02, eta: 1 day, 18:56:49, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7008, loss_cls: 2.3733, loss: 2.3733, grad_norm: 3.9574 2021-01-29 14:29:06,398 - mmaction - INFO - Epoch [22][340/3757] lr: 1.000e-02, eta: 1 day, 18:56:16, time: 0.218, data_time: 0.003, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7172, loss_cls: 2.2381, loss: 2.2381, grad_norm: 4.1646 2021-01-29 14:29:10,644 - mmaction - INFO - Epoch [22][360/3757] lr: 1.000e-02, eta: 1 day, 18:55:43, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7148, loss_cls: 2.2876, loss: 2.2876, grad_norm: 3.8637 2021-01-29 14:29:14,941 - mmaction - INFO - Epoch [22][380/3757] lr: 1.000e-02, eta: 1 day, 18:55:09, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7336, loss_cls: 2.3055, loss: 2.3055, grad_norm: 3.9433 2021-01-29 14:29:19,234 - mmaction - INFO - Epoch [22][400/3757] lr: 1.000e-02, eta: 1 day, 18:54:36, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3096, loss: 2.3096, grad_norm: 3.9826 2021-01-29 14:29:23,439 - mmaction - INFO - Epoch [22][420/3757] lr: 1.000e-02, eta: 1 day, 18:54:02, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7195, loss_cls: 2.3068, loss: 2.3068, grad_norm: 3.9240 2021-01-29 14:29:27,896 - mmaction - INFO - Epoch [22][440/3757] lr: 1.000e-02, eta: 1 day, 18:53:30, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7148, loss_cls: 2.2894, loss: 2.2894, grad_norm: 3.9461 2021-01-29 14:29:32,371 - mmaction - INFO - Epoch [22][460/3757] lr: 1.000e-02, eta: 1 day, 18:52:57, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7461, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.9929 2021-01-29 14:29:36,892 - mmaction - INFO - Epoch [22][480/3757] lr: 1.000e-02, eta: 1 day, 18:52:24, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7312, loss_cls: 2.2581, loss: 2.2581, grad_norm: 3.9054 2021-01-29 14:29:41,773 - mmaction - INFO - Epoch [22][500/3757] lr: 1.000e-02, eta: 1 day, 18:51:53, time: 0.244, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7047, loss_cls: 2.3341, loss: 2.3341, grad_norm: 3.9798 2021-01-29 14:29:46,709 - mmaction - INFO - Epoch [22][520/3757] lr: 1.000e-02, eta: 1 day, 18:51:23, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.2419, loss: 2.2419, grad_norm: 3.8614 2021-01-29 14:29:51,165 - mmaction - INFO - Epoch [22][540/3757] lr: 1.000e-02, eta: 1 day, 18:50:50, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7258, loss_cls: 2.3152, loss: 2.3152, grad_norm: 4.0595 2021-01-29 14:29:56,346 - mmaction - INFO - Epoch [22][560/3757] lr: 1.000e-02, eta: 1 day, 18:50:20, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7211, loss_cls: 2.3201, loss: 2.3201, grad_norm: 3.8892 2021-01-29 14:30:00,851 - mmaction - INFO - Epoch [22][580/3757] lr: 1.000e-02, eta: 1 day, 18:49:48, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7102, loss_cls: 2.3866, loss: 2.3866, grad_norm: 3.8789 2021-01-29 14:30:05,645 - mmaction - INFO - Epoch [22][600/3757] lr: 1.000e-02, eta: 1 day, 18:49:16, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7164, loss_cls: 2.3164, loss: 2.3164, grad_norm: 4.0095 2021-01-29 14:30:10,418 - mmaction - INFO - Epoch [22][620/3757] lr: 1.000e-02, eta: 1 day, 18:48:45, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.2614, loss: 2.2614, grad_norm: 3.9798 2021-01-29 14:30:15,217 - mmaction - INFO - Epoch [22][640/3757] lr: 1.000e-02, eta: 1 day, 18:48:14, time: 0.240, data_time: 0.002, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7352, loss_cls: 2.1835, loss: 2.1835, grad_norm: 3.8864 2021-01-29 14:30:19,863 - mmaction - INFO - Epoch [22][660/3757] lr: 1.000e-02, eta: 1 day, 18:47:42, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.1050, loss: 2.1050, grad_norm: 3.8726 2021-01-29 14:30:24,605 - mmaction - INFO - Epoch [22][680/3757] lr: 1.000e-02, eta: 1 day, 18:47:10, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7328, loss_cls: 2.2132, loss: 2.2132, grad_norm: 3.8505 2021-01-29 14:30:29,763 - mmaction - INFO - Epoch [22][700/3757] lr: 1.000e-02, eta: 1 day, 18:46:40, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.4477, top5_acc: 0.7102, loss_cls: 2.3746, loss: 2.3746, grad_norm: 3.9125 2021-01-29 14:30:34,932 - mmaction - INFO - Epoch [22][720/3757] lr: 1.000e-02, eta: 1 day, 18:46:10, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.3867, loss: 2.3867, grad_norm: 3.9753 2021-01-29 14:30:40,118 - mmaction - INFO - Epoch [22][740/3757] lr: 1.000e-02, eta: 1 day, 18:45:41, time: 0.260, data_time: 0.004, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7094, loss_cls: 2.3430, loss: 2.3430, grad_norm: 3.9995 2021-01-29 14:30:44,752 - mmaction - INFO - Epoch [22][760/3757] lr: 1.000e-02, eta: 1 day, 18:45:09, time: 0.231, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7211, loss_cls: 2.3042, loss: 2.3042, grad_norm: 3.8293 2021-01-29 14:30:50,256 - mmaction - INFO - Epoch [22][780/3757] lr: 1.000e-02, eta: 1 day, 18:44:40, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7438, loss_cls: 2.2236, loss: 2.2236, grad_norm: 3.9774 2021-01-29 14:30:56,288 - mmaction - INFO - Epoch [22][800/3757] lr: 1.000e-02, eta: 1 day, 18:44:14, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.2011, loss: 2.2011, grad_norm: 3.9274 2021-01-29 14:31:01,676 - mmaction - INFO - Epoch [22][820/3757] lr: 1.000e-02, eta: 1 day, 18:43:45, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7227, loss_cls: 2.2449, loss: 2.2449, grad_norm: 3.8426 2021-01-29 14:31:07,176 - mmaction - INFO - Epoch [22][840/3757] lr: 1.000e-02, eta: 1 day, 18:43:16, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7156, loss_cls: 2.3077, loss: 2.3077, grad_norm: 3.9839 2021-01-29 14:31:12,939 - mmaction - INFO - Epoch [22][860/3757] lr: 1.000e-02, eta: 1 day, 18:42:49, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7414, loss_cls: 2.2533, loss: 2.2533, grad_norm: 4.0142 2021-01-29 14:31:17,859 - mmaction - INFO - Epoch [22][880/3757] lr: 1.000e-02, eta: 1 day, 18:42:18, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7289, loss_cls: 2.2690, loss: 2.2690, grad_norm: 3.9896 2021-01-29 14:31:23,515 - mmaction - INFO - Epoch [22][900/3757] lr: 1.000e-02, eta: 1 day, 18:41:50, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1588, loss: 2.1588, grad_norm: 3.8641 2021-01-29 14:31:28,564 - mmaction - INFO - Epoch [22][920/3757] lr: 1.000e-02, eta: 1 day, 18:41:20, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.2293, loss: 2.2293, grad_norm: 3.9596 2021-01-29 14:31:33,709 - mmaction - INFO - Epoch [22][940/3757] lr: 1.000e-02, eta: 1 day, 18:40:50, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7016, loss_cls: 2.3491, loss: 2.3491, grad_norm: 3.9153 2021-01-29 14:31:39,133 - mmaction - INFO - Epoch [22][960/3757] lr: 1.000e-02, eta: 1 day, 18:40:21, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7242, loss_cls: 2.3078, loss: 2.3078, grad_norm: 3.9191 2021-01-29 14:31:44,827 - mmaction - INFO - Epoch [22][980/3757] lr: 1.000e-02, eta: 1 day, 18:39:53, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7109, loss_cls: 2.3007, loss: 2.3007, grad_norm: 3.8332 2021-01-29 14:31:50,567 - mmaction - INFO - Epoch [22][1000/3757] lr: 1.000e-02, eta: 1 day, 18:39:26, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7203, loss_cls: 2.2806, loss: 2.2806, grad_norm: 3.8570 2021-01-29 14:31:56,063 - mmaction - INFO - Epoch [22][1020/3757] lr: 1.000e-02, eta: 1 day, 18:38:57, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7289, loss_cls: 2.2683, loss: 2.2683, grad_norm: 3.9477 2021-01-29 14:32:01,652 - mmaction - INFO - Epoch [22][1040/3757] lr: 1.000e-02, eta: 1 day, 18:38:29, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7336, loss_cls: 2.2194, loss: 2.2194, grad_norm: 4.1187 2021-01-29 14:32:06,836 - mmaction - INFO - Epoch [22][1060/3757] lr: 1.000e-02, eta: 1 day, 18:38:00, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.6984, loss_cls: 2.4313, loss: 2.4313, grad_norm: 3.8304 2021-01-29 14:32:12,377 - mmaction - INFO - Epoch [22][1080/3757] lr: 1.000e-02, eta: 1 day, 18:37:31, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.2833, loss: 2.2833, grad_norm: 3.9331 2021-01-29 14:32:17,298 - mmaction - INFO - Epoch [22][1100/3757] lr: 1.000e-02, eta: 1 day, 18:37:01, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.4516, top5_acc: 0.7055, loss_cls: 2.3898, loss: 2.3898, grad_norm: 4.0605 2021-01-29 14:32:23,077 - mmaction - INFO - Epoch [22][1120/3757] lr: 1.000e-02, eta: 1 day, 18:36:33, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.2686, loss: 2.2686, grad_norm: 3.7807 2021-01-29 14:32:29,136 - mmaction - INFO - Epoch [22][1140/3757] lr: 1.000e-02, eta: 1 day, 18:36:07, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7102, loss_cls: 2.3143, loss: 2.3143, grad_norm: 3.9836 2021-01-29 14:32:34,988 - mmaction - INFO - Epoch [22][1160/3757] lr: 1.000e-02, eta: 1 day, 18:35:40, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.2073, loss: 2.2073, grad_norm: 3.8465 2021-01-29 14:32:40,948 - mmaction - INFO - Epoch [22][1180/3757] lr: 1.000e-02, eta: 1 day, 18:35:13, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7195, loss_cls: 2.2914, loss: 2.2914, grad_norm: 3.9547 2021-01-29 14:32:45,941 - mmaction - INFO - Epoch [22][1200/3757] lr: 1.000e-02, eta: 1 day, 18:34:43, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7078, loss_cls: 2.3436, loss: 2.3436, grad_norm: 3.7544 2021-01-29 14:32:51,405 - mmaction - INFO - Epoch [22][1220/3757] lr: 1.000e-02, eta: 1 day, 18:34:15, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.9312 2021-01-29 14:32:57,894 - mmaction - INFO - Epoch [22][1240/3757] lr: 1.000e-02, eta: 1 day, 18:33:50, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7367, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.9082 2021-01-29 14:33:03,246 - mmaction - INFO - Epoch [22][1260/3757] lr: 1.000e-02, eta: 1 day, 18:33:21, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7109, loss_cls: 2.2766, loss: 2.2766, grad_norm: 3.8833 2021-01-29 14:33:09,187 - mmaction - INFO - Epoch [22][1280/3757] lr: 1.000e-02, eta: 1 day, 18:32:54, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4680, top5_acc: 0.6930, loss_cls: 2.3593, loss: 2.3593, grad_norm: 3.8236 2021-01-29 14:33:15,616 - mmaction - INFO - Epoch [22][1300/3757] lr: 1.000e-02, eta: 1 day, 18:32:30, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7219, loss_cls: 2.2292, loss: 2.2292, grad_norm: 3.9062 2021-01-29 14:33:20,939 - mmaction - INFO - Epoch [22][1320/3757] lr: 1.000e-02, eta: 1 day, 18:32:01, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7250, loss_cls: 2.2960, loss: 2.2960, grad_norm: 4.0533 2021-01-29 14:33:26,691 - mmaction - INFO - Epoch [22][1340/3757] lr: 1.000e-02, eta: 1 day, 18:31:33, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.3262, loss: 2.3262, grad_norm: 3.9160 2021-01-29 14:33:32,308 - mmaction - INFO - Epoch [22][1360/3757] lr: 1.000e-02, eta: 1 day, 18:31:05, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7133, loss_cls: 2.3109, loss: 2.3109, grad_norm: 3.7634 2021-01-29 14:33:37,544 - mmaction - INFO - Epoch [22][1380/3757] lr: 1.000e-02, eta: 1 day, 18:30:36, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7047, loss_cls: 2.3075, loss: 2.3075, grad_norm: 4.0412 2021-01-29 14:33:43,530 - mmaction - INFO - Epoch [22][1400/3757] lr: 1.000e-02, eta: 1 day, 18:30:10, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7508, loss_cls: 2.1687, loss: 2.1687, grad_norm: 3.8259 2021-01-29 14:33:49,526 - mmaction - INFO - Epoch [22][1420/3757] lr: 1.000e-02, eta: 1 day, 18:29:43, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7172, loss_cls: 2.2518, loss: 2.2518, grad_norm: 4.0825 2021-01-29 14:33:54,820 - mmaction - INFO - Epoch [22][1440/3757] lr: 1.000e-02, eta: 1 day, 18:29:14, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2702, loss: 2.2702, grad_norm: 3.8811 2021-01-29 14:34:00,398 - mmaction - INFO - Epoch [22][1460/3757] lr: 1.000e-02, eta: 1 day, 18:28:46, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7172, loss_cls: 2.3138, loss: 2.3138, grad_norm: 3.9291 2021-01-29 14:34:05,482 - mmaction - INFO - Epoch [22][1480/3757] lr: 1.000e-02, eta: 1 day, 18:28:17, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7297, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.9781 2021-01-29 14:34:10,585 - mmaction - INFO - Epoch [22][1500/3757] lr: 1.000e-02, eta: 1 day, 18:27:47, time: 0.255, data_time: 0.007, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3029, loss: 2.3029, grad_norm: 4.0187 2021-01-29 14:34:16,893 - mmaction - INFO - Epoch [22][1520/3757] lr: 1.000e-02, eta: 1 day, 18:27:22, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7250, loss_cls: 2.2817, loss: 2.2817, grad_norm: 3.8696 2021-01-29 14:34:22,654 - mmaction - INFO - Epoch [22][1540/3757] lr: 1.000e-02, eta: 1 day, 18:26:55, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7484, loss_cls: 2.1449, loss: 2.1449, grad_norm: 3.8421 2021-01-29 14:34:28,055 - mmaction - INFO - Epoch [22][1560/3757] lr: 1.000e-02, eta: 1 day, 18:26:26, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.3203, loss: 2.3203, grad_norm: 3.9977 2021-01-29 14:34:33,324 - mmaction - INFO - Epoch [22][1580/3757] lr: 1.000e-02, eta: 1 day, 18:25:57, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7203, loss_cls: 2.3436, loss: 2.3436, grad_norm: 3.9995 2021-01-29 14:34:38,793 - mmaction - INFO - Epoch [22][1600/3757] lr: 1.000e-02, eta: 1 day, 18:25:29, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7094, loss_cls: 2.3025, loss: 2.3025, grad_norm: 3.8916 2021-01-29 14:34:44,582 - mmaction - INFO - Epoch [22][1620/3757] lr: 1.000e-02, eta: 1 day, 18:25:02, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.2614, loss: 2.2614, grad_norm: 3.9421 2021-01-29 14:34:50,174 - mmaction - INFO - Epoch [22][1640/3757] lr: 1.000e-02, eta: 1 day, 18:24:34, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.2673, loss: 2.2673, grad_norm: 3.9286 2021-01-29 14:34:56,114 - mmaction - INFO - Epoch [22][1660/3757] lr: 1.000e-02, eta: 1 day, 18:24:08, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7211, loss_cls: 2.3167, loss: 2.3167, grad_norm: 3.9783 2021-01-29 14:35:01,373 - mmaction - INFO - Epoch [22][1680/3757] lr: 1.000e-02, eta: 1 day, 18:23:39, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7266, loss_cls: 2.2795, loss: 2.2795, grad_norm: 3.8230 2021-01-29 14:35:07,488 - mmaction - INFO - Epoch [22][1700/3757] lr: 1.000e-02, eta: 1 day, 18:23:13, time: 0.306, data_time: 0.004, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7055, loss_cls: 2.3386, loss: 2.3386, grad_norm: 3.9115 2021-01-29 14:35:12,912 - mmaction - INFO - Epoch [22][1720/3757] lr: 1.000e-02, eta: 1 day, 18:22:44, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4367, top5_acc: 0.6984, loss_cls: 2.3950, loss: 2.3950, grad_norm: 4.0983 2021-01-29 14:35:18,375 - mmaction - INFO - Epoch [22][1740/3757] lr: 1.000e-02, eta: 1 day, 18:22:16, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7125, loss_cls: 2.2933, loss: 2.2933, grad_norm: 3.8821 2021-01-29 14:35:24,276 - mmaction - INFO - Epoch [22][1760/3757] lr: 1.000e-02, eta: 1 day, 18:21:50, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3313, loss: 2.3313, grad_norm: 4.0265 2021-01-29 14:35:29,637 - mmaction - INFO - Epoch [22][1780/3757] lr: 1.000e-02, eta: 1 day, 18:21:21, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7086, loss_cls: 2.3321, loss: 2.3321, grad_norm: 4.9374 2021-01-29 14:35:35,529 - mmaction - INFO - Epoch [22][1800/3757] lr: 1.000e-02, eta: 1 day, 18:20:55, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7055, loss_cls: 2.3128, loss: 2.3128, grad_norm: 4.0319 2021-01-29 14:35:41,100 - mmaction - INFO - Epoch [22][1820/3757] lr: 1.000e-02, eta: 1 day, 18:20:27, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7102, loss_cls: 2.2897, loss: 2.2897, grad_norm: 3.9197 2021-01-29 14:35:47,429 - mmaction - INFO - Epoch [22][1840/3757] lr: 1.000e-02, eta: 1 day, 18:20:02, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2864, loss: 2.2864, grad_norm: 3.9495 2021-01-29 14:35:52,792 - mmaction - INFO - Epoch [22][1860/3757] lr: 1.000e-02, eta: 1 day, 18:19:33, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7164, loss_cls: 2.3258, loss: 2.3258, grad_norm: 3.9956 2021-01-29 14:35:58,280 - mmaction - INFO - Epoch [22][1880/3757] lr: 1.000e-02, eta: 1 day, 18:19:05, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7250, loss_cls: 2.2843, loss: 2.2843, grad_norm: 3.9444 2021-01-29 14:36:03,996 - mmaction - INFO - Epoch [22][1900/3757] lr: 1.000e-02, eta: 1 day, 18:18:38, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7156, loss_cls: 2.3134, loss: 2.3134, grad_norm: 3.8688 2021-01-29 14:36:09,964 - mmaction - INFO - Epoch [22][1920/3757] lr: 1.000e-02, eta: 1 day, 18:18:12, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7055, loss_cls: 2.3579, loss: 2.3579, grad_norm: 3.9600 2021-01-29 14:36:15,207 - mmaction - INFO - Epoch [22][1940/3757] lr: 1.000e-02, eta: 1 day, 18:17:43, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7227, loss_cls: 2.3432, loss: 2.3432, grad_norm: 3.9542 2021-01-29 14:36:21,403 - mmaction - INFO - Epoch [22][1960/3757] lr: 1.000e-02, eta: 1 day, 18:17:18, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.3396, loss: 2.3396, grad_norm: 3.8065 2021-01-29 14:36:26,777 - mmaction - INFO - Epoch [22][1980/3757] lr: 1.000e-02, eta: 1 day, 18:16:49, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.2289, loss: 2.2289, grad_norm: 4.0245 2021-01-29 14:36:32,730 - mmaction - INFO - Epoch [22][2000/3757] lr: 1.000e-02, eta: 1 day, 18:16:23, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.2070, loss: 2.2070, grad_norm: 3.9803 2021-01-29 14:36:38,227 - mmaction - INFO - Epoch [22][2020/3757] lr: 1.000e-02, eta: 1 day, 18:15:55, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7141, loss_cls: 2.2791, loss: 2.2791, grad_norm: 3.9053 2021-01-29 14:36:43,607 - mmaction - INFO - Epoch [22][2040/3757] lr: 1.000e-02, eta: 1 day, 18:15:27, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7180, loss_cls: 2.2917, loss: 2.2917, grad_norm: 3.8216 2021-01-29 14:36:49,286 - mmaction - INFO - Epoch [22][2060/3757] lr: 1.000e-02, eta: 1 day, 18:14:59, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7266, loss_cls: 2.2674, loss: 2.2674, grad_norm: 3.8995 2021-01-29 14:36:54,685 - mmaction - INFO - Epoch [22][2080/3757] lr: 1.000e-02, eta: 1 day, 18:14:31, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2368, loss: 2.2368, grad_norm: 3.9376 2021-01-29 14:37:01,071 - mmaction - INFO - Epoch [22][2100/3757] lr: 1.000e-02, eta: 1 day, 18:14:07, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7102, loss_cls: 2.3471, loss: 2.3471, grad_norm: 3.9896 2021-01-29 14:37:06,486 - mmaction - INFO - Epoch [22][2120/3757] lr: 1.000e-02, eta: 1 day, 18:13:38, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7070, loss_cls: 2.3117, loss: 2.3117, grad_norm: 4.2453 2021-01-29 14:37:12,311 - mmaction - INFO - Epoch [22][2140/3757] lr: 1.000e-02, eta: 1 day, 18:13:12, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2408, loss: 2.2408, grad_norm: 4.1089 2021-01-29 14:37:18,287 - mmaction - INFO - Epoch [22][2160/3757] lr: 1.000e-02, eta: 1 day, 18:12:46, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7219, loss_cls: 2.2942, loss: 2.2942, grad_norm: 3.8322 2021-01-29 14:37:24,383 - mmaction - INFO - Epoch [22][2180/3757] lr: 1.000e-02, eta: 1 day, 18:12:20, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.2405, loss: 2.2405, grad_norm: 3.9359 2021-01-29 14:37:29,838 - mmaction - INFO - Epoch [22][2200/3757] lr: 1.000e-02, eta: 1 day, 18:11:52, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7195, loss_cls: 2.2445, loss: 2.2445, grad_norm: 3.9765 2021-01-29 14:37:36,264 - mmaction - INFO - Epoch [22][2220/3757] lr: 1.000e-02, eta: 1 day, 18:11:28, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7281, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.8460 2021-01-29 14:37:41,867 - mmaction - INFO - Epoch [22][2240/3757] lr: 1.000e-02, eta: 1 day, 18:11:00, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.2993, loss: 2.2993, grad_norm: 3.8225 2021-01-29 14:37:47,425 - mmaction - INFO - Epoch [22][2260/3757] lr: 1.000e-02, eta: 1 day, 18:10:33, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7227, loss_cls: 2.2629, loss: 2.2629, grad_norm: 3.9987 2021-01-29 14:37:53,089 - mmaction - INFO - Epoch [22][2280/3757] lr: 1.000e-02, eta: 1 day, 18:10:06, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7016, loss_cls: 2.4095, loss: 2.4095, grad_norm: 3.9532 2021-01-29 14:37:58,548 - mmaction - INFO - Epoch [22][2300/3757] lr: 1.000e-02, eta: 1 day, 18:09:38, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7109, loss_cls: 2.3400, loss: 2.3400, grad_norm: 3.9946 2021-01-29 14:38:04,446 - mmaction - INFO - Epoch [22][2320/3757] lr: 1.000e-02, eta: 1 day, 18:09:11, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.2938, loss: 2.2938, grad_norm: 3.7547 2021-01-29 14:38:10,312 - mmaction - INFO - Epoch [22][2340/3757] lr: 1.000e-02, eta: 1 day, 18:08:45, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7289, loss_cls: 2.2408, loss: 2.2408, grad_norm: 3.8826 2021-01-29 14:38:16,106 - mmaction - INFO - Epoch [22][2360/3757] lr: 1.000e-02, eta: 1 day, 18:08:18, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7227, loss_cls: 2.2803, loss: 2.2803, grad_norm: 3.8306 2021-01-29 14:38:21,408 - mmaction - INFO - Epoch [22][2380/3757] lr: 1.000e-02, eta: 1 day, 18:07:50, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.2536, loss: 2.2536, grad_norm: 3.8860 2021-01-29 14:38:26,725 - mmaction - INFO - Epoch [22][2400/3757] lr: 1.000e-02, eta: 1 day, 18:07:22, time: 0.268, data_time: 0.006, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7195, loss_cls: 2.3048, loss: 2.3048, grad_norm: 4.1202 2021-01-29 14:38:33,185 - mmaction - INFO - Epoch [22][2420/3757] lr: 1.000e-02, eta: 1 day, 18:06:57, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7297, loss_cls: 2.2673, loss: 2.2673, grad_norm: 3.9432 2021-01-29 14:38:39,515 - mmaction - INFO - Epoch [22][2440/3757] lr: 1.000e-02, eta: 1 day, 18:06:33, time: 0.316, data_time: 0.004, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6977, loss_cls: 2.3854, loss: 2.3854, grad_norm: 3.8264 2021-01-29 14:38:44,924 - mmaction - INFO - Epoch [22][2460/3757] lr: 1.000e-02, eta: 1 day, 18:06:05, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7336, loss_cls: 2.1925, loss: 2.1925, grad_norm: 3.9089 2021-01-29 14:38:51,057 - mmaction - INFO - Epoch [22][2480/3757] lr: 1.000e-02, eta: 1 day, 18:05:39, time: 0.307, data_time: 0.005, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.3032, loss: 2.3032, grad_norm: 4.0352 2021-01-29 14:38:56,684 - mmaction - INFO - Epoch [22][2500/3757] lr: 1.000e-02, eta: 1 day, 18:05:12, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7117, loss_cls: 2.3619, loss: 2.3619, grad_norm: 3.9190 2021-01-29 14:39:02,136 - mmaction - INFO - Epoch [22][2520/3757] lr: 1.000e-02, eta: 1 day, 18:04:44, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.8977 2021-01-29 14:39:07,901 - mmaction - INFO - Epoch [22][2540/3757] lr: 1.000e-02, eta: 1 day, 18:04:18, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7219, loss_cls: 2.3528, loss: 2.3528, grad_norm: 3.9142 2021-01-29 14:39:13,751 - mmaction - INFO - Epoch [22][2560/3757] lr: 1.000e-02, eta: 1 day, 18:03:51, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7180, loss_cls: 2.3286, loss: 2.3286, grad_norm: 3.8682 2021-01-29 14:39:19,661 - mmaction - INFO - Epoch [22][2580/3757] lr: 1.000e-02, eta: 1 day, 18:03:25, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.3397, loss: 2.3397, grad_norm: 3.8318 2021-01-29 14:39:25,789 - mmaction - INFO - Epoch [22][2600/3757] lr: 1.000e-02, eta: 1 day, 18:03:00, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.3557, loss: 2.3557, grad_norm: 3.9540 2021-01-29 14:39:31,308 - mmaction - INFO - Epoch [22][2620/3757] lr: 1.000e-02, eta: 1 day, 18:02:32, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7141, loss_cls: 2.3172, loss: 2.3172, grad_norm: 3.8636 2021-01-29 14:39:37,396 - mmaction - INFO - Epoch [22][2640/3757] lr: 1.000e-02, eta: 1 day, 18:02:07, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7359, loss_cls: 2.3028, loss: 2.3028, grad_norm: 3.8696 2021-01-29 14:39:42,611 - mmaction - INFO - Epoch [22][2660/3757] lr: 1.000e-02, eta: 1 day, 18:01:38, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3451, loss: 2.3451, grad_norm: 4.0063 2021-01-29 14:39:48,973 - mmaction - INFO - Epoch [22][2680/3757] lr: 1.000e-02, eta: 1 day, 18:01:14, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.3351, loss: 2.3351, grad_norm: 3.9558 2021-01-29 14:39:55,140 - mmaction - INFO - Epoch [22][2700/3757] lr: 1.000e-02, eta: 1 day, 18:00:49, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7180, loss_cls: 2.3165, loss: 2.3165, grad_norm: 3.8562 2021-01-29 14:40:01,412 - mmaction - INFO - Epoch [22][2720/3757] lr: 1.000e-02, eta: 1 day, 18:00:24, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.1927, loss: 2.1927, grad_norm: 3.8384 2021-01-29 14:40:07,176 - mmaction - INFO - Epoch [22][2740/3757] lr: 1.000e-02, eta: 1 day, 17:59:57, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7141, loss_cls: 2.2766, loss: 2.2766, grad_norm: 3.9789 2021-01-29 14:40:13,296 - mmaction - INFO - Epoch [22][2760/3757] lr: 1.000e-02, eta: 1 day, 17:59:32, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3003, loss: 2.3003, grad_norm: 3.9078 2021-01-29 14:40:18,868 - mmaction - INFO - Epoch [22][2780/3757] lr: 1.000e-02, eta: 1 day, 17:59:05, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.3005, loss: 2.3005, grad_norm: 4.0971 2021-01-29 14:40:24,562 - mmaction - INFO - Epoch [22][2800/3757] lr: 1.000e-02, eta: 1 day, 17:58:38, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7070, loss_cls: 2.3033, loss: 2.3033, grad_norm: 3.8320 2021-01-29 14:40:30,360 - mmaction - INFO - Epoch [22][2820/3757] lr: 1.000e-02, eta: 1 day, 17:58:12, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.6961, loss_cls: 2.3765, loss: 2.3765, grad_norm: 3.8368 2021-01-29 14:40:36,009 - mmaction - INFO - Epoch [22][2840/3757] lr: 1.000e-02, eta: 1 day, 17:57:45, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7023, loss_cls: 2.3747, loss: 2.3747, grad_norm: 3.9041 2021-01-29 14:40:41,857 - mmaction - INFO - Epoch [22][2860/3757] lr: 1.000e-02, eta: 1 day, 17:57:19, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7086, loss_cls: 2.3102, loss: 2.3102, grad_norm: 3.9352 2021-01-29 14:40:47,922 - mmaction - INFO - Epoch [22][2880/3757] lr: 1.000e-02, eta: 1 day, 17:56:53, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7195, loss_cls: 2.3085, loss: 2.3085, grad_norm: 3.8753 2021-01-29 14:40:53,325 - mmaction - INFO - Epoch [22][2900/3757] lr: 1.000e-02, eta: 1 day, 17:56:25, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.6992, loss_cls: 2.4279, loss: 2.4279, grad_norm: 3.9875 2021-01-29 14:40:58,674 - mmaction - INFO - Epoch [22][2920/3757] lr: 1.000e-02, eta: 1 day, 17:55:57, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7063, loss_cls: 2.3263, loss: 2.3263, grad_norm: 3.7682 2021-01-29 14:41:04,416 - mmaction - INFO - Epoch [22][2940/3757] lr: 1.000e-02, eta: 1 day, 17:55:31, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4555, top5_acc: 0.6977, loss_cls: 2.3728, loss: 2.3728, grad_norm: 3.9888 2021-01-29 14:41:10,220 - mmaction - INFO - Epoch [22][2960/3757] lr: 1.000e-02, eta: 1 day, 17:55:05, time: 0.290, data_time: 0.005, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2088, loss: 2.2088, grad_norm: 3.8657 2021-01-29 14:41:16,301 - mmaction - INFO - Epoch [22][2980/3757] lr: 1.000e-02, eta: 1 day, 17:54:39, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7266, loss_cls: 2.2309, loss: 2.2309, grad_norm: 3.8347 2021-01-29 14:41:21,645 - mmaction - INFO - Epoch [22][3000/3757] lr: 1.000e-02, eta: 1 day, 17:54:11, time: 0.267, data_time: 0.004, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7047, loss_cls: 2.3694, loss: 2.3694, grad_norm: 3.9745 2021-01-29 14:41:27,396 - mmaction - INFO - Epoch [22][3020/3757] lr: 1.000e-02, eta: 1 day, 17:53:45, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7383, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.9257 2021-01-29 14:41:32,939 - mmaction - INFO - Epoch [22][3040/3757] lr: 1.000e-02, eta: 1 day, 17:53:18, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7281, loss_cls: 2.2713, loss: 2.2713, grad_norm: 3.8995 2021-01-29 14:41:38,526 - mmaction - INFO - Epoch [22][3060/3757] lr: 1.000e-02, eta: 1 day, 17:52:51, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7258, loss_cls: 2.2256, loss: 2.2256, grad_norm: 3.8456 2021-01-29 14:41:44,505 - mmaction - INFO - Epoch [22][3080/3757] lr: 1.000e-02, eta: 1 day, 17:52:25, time: 0.299, data_time: 0.004, memory: 3385, top1_acc: 0.4383, top5_acc: 0.6961, loss_cls: 2.4013, loss: 2.4013, grad_norm: 3.8742 2021-01-29 14:41:51,005 - mmaction - INFO - Epoch [22][3100/3757] lr: 1.000e-02, eta: 1 day, 17:52:01, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.2606, loss: 2.2606, grad_norm: 3.8543 2021-01-29 14:41:56,458 - mmaction - INFO - Epoch [22][3120/3757] lr: 1.000e-02, eta: 1 day, 17:51:34, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7172, loss_cls: 2.3122, loss: 2.3122, grad_norm: 3.8632 2021-01-29 14:42:01,874 - mmaction - INFO - Epoch [22][3140/3757] lr: 1.000e-02, eta: 1 day, 17:51:06, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7336, loss_cls: 2.2422, loss: 2.2422, grad_norm: 3.8655 2021-01-29 14:42:07,979 - mmaction - INFO - Epoch [22][3160/3757] lr: 1.000e-02, eta: 1 day, 17:50:41, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7258, loss_cls: 2.2674, loss: 2.2674, grad_norm: 3.9120 2021-01-29 14:42:13,764 - mmaction - INFO - Epoch [22][3180/3757] lr: 1.000e-02, eta: 1 day, 17:50:15, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7180, loss_cls: 2.2977, loss: 2.2977, grad_norm: 3.9372 2021-01-29 14:42:19,489 - mmaction - INFO - Epoch [22][3200/3757] lr: 1.000e-02, eta: 1 day, 17:49:48, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7203, loss_cls: 2.3557, loss: 2.3557, grad_norm: 4.0044 2021-01-29 14:42:25,352 - mmaction - INFO - Epoch [22][3220/3757] lr: 1.000e-02, eta: 1 day, 17:49:22, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7180, loss_cls: 2.3171, loss: 2.3171, grad_norm: 3.8999 2021-01-29 14:42:30,835 - mmaction - INFO - Epoch [22][3240/3757] lr: 1.000e-02, eta: 1 day, 17:48:55, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7086, loss_cls: 2.3404, loss: 2.3404, grad_norm: 3.8647 2021-01-29 14:42:36,654 - mmaction - INFO - Epoch [22][3260/3757] lr: 1.000e-02, eta: 1 day, 17:48:29, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7406, loss_cls: 2.2290, loss: 2.2290, grad_norm: 3.9148 2021-01-29 14:42:42,320 - mmaction - INFO - Epoch [22][3280/3757] lr: 1.000e-02, eta: 1 day, 17:48:02, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7219, loss_cls: 2.2940, loss: 2.2940, grad_norm: 3.8751 2021-01-29 14:42:48,624 - mmaction - INFO - Epoch [22][3300/3757] lr: 1.000e-02, eta: 1 day, 17:47:38, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7070, loss_cls: 2.3655, loss: 2.3655, grad_norm: 3.9391 2021-01-29 14:42:55,144 - mmaction - INFO - Epoch [22][3320/3757] lr: 1.000e-02, eta: 1 day, 17:47:14, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7016, loss_cls: 2.3094, loss: 2.3094, grad_norm: 3.8499 2021-01-29 14:43:01,144 - mmaction - INFO - Epoch [22][3340/3757] lr: 1.000e-02, eta: 1 day, 17:46:49, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7156, loss_cls: 2.2979, loss: 2.2979, grad_norm: 3.8125 2021-01-29 14:43:06,966 - mmaction - INFO - Epoch [22][3360/3757] lr: 1.000e-02, eta: 1 day, 17:46:23, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.2165, loss: 2.2165, grad_norm: 3.7848 2021-01-29 14:43:13,973 - mmaction - INFO - Epoch [22][3380/3757] lr: 1.000e-02, eta: 1 day, 17:46:01, time: 0.351, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.2807, loss: 2.2807, grad_norm: 3.8995 2021-01-29 14:43:19,823 - mmaction - INFO - Epoch [22][3400/3757] lr: 1.000e-02, eta: 1 day, 17:45:35, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7203, loss_cls: 2.2529, loss: 2.2529, grad_norm: 3.9189 2021-01-29 14:43:25,897 - mmaction - INFO - Epoch [22][3420/3757] lr: 1.000e-02, eta: 1 day, 17:45:10, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7492, loss_cls: 2.2146, loss: 2.2146, grad_norm: 3.9027 2021-01-29 14:43:31,646 - mmaction - INFO - Epoch [22][3440/3757] lr: 1.000e-02, eta: 1 day, 17:44:44, time: 0.287, data_time: 0.004, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7305, loss_cls: 2.2372, loss: 2.2372, grad_norm: 3.9646 2021-01-29 14:43:38,250 - mmaction - INFO - Epoch [22][3460/3757] lr: 1.000e-02, eta: 1 day, 17:44:20, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7242, loss_cls: 2.2719, loss: 2.2719, grad_norm: 3.9314 2021-01-29 14:43:43,770 - mmaction - INFO - Epoch [22][3480/3757] lr: 1.000e-02, eta: 1 day, 17:43:53, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7102, loss_cls: 2.2843, loss: 2.2843, grad_norm: 3.9087 2021-01-29 14:43:49,337 - mmaction - INFO - Epoch [22][3500/3757] lr: 1.000e-02, eta: 1 day, 17:43:26, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7297, loss_cls: 2.2871, loss: 2.2871, grad_norm: 3.9315 2021-01-29 14:43:55,143 - mmaction - INFO - Epoch [22][3520/3757] lr: 1.000e-02, eta: 1 day, 17:43:00, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7273, loss_cls: 2.2856, loss: 2.2856, grad_norm: 3.8326 2021-01-29 14:44:00,318 - mmaction - INFO - Epoch [22][3540/3757] lr: 1.000e-02, eta: 1 day, 17:42:32, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7109, loss_cls: 2.3225, loss: 2.3225, grad_norm: 4.0047 2021-01-29 14:44:05,987 - mmaction - INFO - Epoch [22][3560/3757] lr: 1.000e-02, eta: 1 day, 17:42:06, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7117, loss_cls: 2.2565, loss: 2.2565, grad_norm: 4.8130 2021-01-29 14:44:11,844 - mmaction - INFO - Epoch [22][3580/3757] lr: 1.000e-02, eta: 1 day, 17:41:40, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4398, top5_acc: 0.6953, loss_cls: 2.4210, loss: 2.4210, grad_norm: 4.0443 2021-01-29 14:44:17,564 - mmaction - INFO - Epoch [22][3600/3757] lr: 1.000e-02, eta: 1 day, 17:41:14, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.2032, loss: 2.2032, grad_norm: 3.7705 2021-01-29 14:44:23,766 - mmaction - INFO - Epoch [22][3620/3757] lr: 1.000e-02, eta: 1 day, 17:40:49, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7039, loss_cls: 2.3385, loss: 2.3385, grad_norm: 3.9512 2021-01-29 14:44:29,522 - mmaction - INFO - Epoch [22][3640/3757] lr: 1.000e-02, eta: 1 day, 17:40:23, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7109, loss_cls: 2.3545, loss: 2.3545, grad_norm: 3.8818 2021-01-29 14:44:35,140 - mmaction - INFO - Epoch [22][3660/3757] lr: 1.000e-02, eta: 1 day, 17:39:56, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7555, loss_cls: 2.1079, loss: 2.1079, grad_norm: 3.8066 2021-01-29 14:44:41,409 - mmaction - INFO - Epoch [22][3680/3757] lr: 1.000e-02, eta: 1 day, 17:39:32, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7016, loss_cls: 2.4009, loss: 2.4009, grad_norm: 4.0012 2021-01-29 14:44:46,932 - mmaction - INFO - Epoch [22][3700/3757] lr: 1.000e-02, eta: 1 day, 17:39:05, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7281, loss_cls: 2.2636, loss: 2.2636, grad_norm: 3.7966 2021-01-29 14:44:52,771 - mmaction - INFO - Epoch [22][3720/3757] lr: 1.000e-02, eta: 1 day, 17:38:39, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7242, loss_cls: 2.2871, loss: 2.2871, grad_norm: 3.9843 2021-01-29 14:44:58,596 - mmaction - INFO - Epoch [22][3740/3757] lr: 1.000e-02, eta: 1 day, 17:38:13, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4227, top5_acc: 0.6977, loss_cls: 2.4395, loss: 2.4395, grad_norm: 3.9932 2021-01-29 14:45:19,662 - mmaction - INFO - Saving checkpoint at 22 epochs 2021-01-29 15:01:18,960 - mmaction - INFO - Epoch [23][20/3757] lr: 1.000e-02, eta: 1 day, 18:33:25, time: 47.926, data_time: 47.238, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7289, loss_cls: 2.2954, loss: 2.2954, grad_norm: 3.9112 2021-01-29 15:01:23,167 - mmaction - INFO - Epoch [23][40/3757] lr: 1.000e-02, eta: 1 day, 18:32:53, time: 0.229, data_time: 0.023, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7195, loss_cls: 2.2544, loss: 2.2544, grad_norm: 3.8363 2021-01-29 15:01:27,340 - mmaction - INFO - Epoch [23][60/3757] lr: 1.000e-02, eta: 1 day, 18:32:21, time: 0.208, data_time: 0.003, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.1661, loss: 2.1661, grad_norm: 3.8021 2021-01-29 15:01:31,451 - mmaction - INFO - Epoch [23][80/3757] lr: 1.000e-02, eta: 1 day, 18:31:48, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.8203 2021-01-29 15:01:35,673 - mmaction - INFO - Epoch [23][100/3757] lr: 1.000e-02, eta: 1 day, 18:31:15, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.1925, loss: 2.1925, grad_norm: 3.8093 2021-01-29 15:01:39,818 - mmaction - INFO - Epoch [23][120/3757] lr: 1.000e-02, eta: 1 day, 18:30:42, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7203, loss_cls: 2.3120, loss: 2.3120, grad_norm: 4.3980 2021-01-29 15:01:43,965 - mmaction - INFO - Epoch [23][140/3757] lr: 1.000e-02, eta: 1 day, 18:30:10, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7016, loss_cls: 2.3280, loss: 2.3280, grad_norm: 3.8815 2021-01-29 15:01:48,311 - mmaction - INFO - Epoch [23][160/3757] lr: 1.000e-02, eta: 1 day, 18:29:38, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.3106, loss: 2.3106, grad_norm: 3.9434 2021-01-29 15:01:52,456 - mmaction - INFO - Epoch [23][180/3757] lr: 1.000e-02, eta: 1 day, 18:29:05, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.2590, loss: 2.2590, grad_norm: 3.9519 2021-01-29 15:01:56,688 - mmaction - INFO - Epoch [23][200/3757] lr: 1.000e-02, eta: 1 day, 18:28:33, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7180, loss_cls: 2.2702, loss: 2.2702, grad_norm: 3.9933 2021-01-29 15:02:00,798 - mmaction - INFO - Epoch [23][220/3757] lr: 1.000e-02, eta: 1 day, 18:28:00, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7250, loss_cls: 2.2229, loss: 2.2229, grad_norm: 4.0348 2021-01-29 15:02:04,912 - mmaction - INFO - Epoch [23][240/3757] lr: 1.000e-02, eta: 1 day, 18:27:27, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.2300, loss: 2.2300, grad_norm: 3.9522 2021-01-29 15:02:09,163 - mmaction - INFO - Epoch [23][260/3757] lr: 1.000e-02, eta: 1 day, 18:26:55, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7328, loss_cls: 2.1951, loss: 2.1951, grad_norm: 3.8739 2021-01-29 15:02:13,385 - mmaction - INFO - Epoch [23][280/3757] lr: 1.000e-02, eta: 1 day, 18:26:22, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7305, loss_cls: 2.2630, loss: 2.2630, grad_norm: 3.9688 2021-01-29 15:02:17,671 - mmaction - INFO - Epoch [23][300/3757] lr: 1.000e-02, eta: 1 day, 18:25:50, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7227, loss_cls: 2.2293, loss: 2.2293, grad_norm: 3.8518 2021-01-29 15:02:21,873 - mmaction - INFO - Epoch [23][320/3757] lr: 1.000e-02, eta: 1 day, 18:25:18, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7141, loss_cls: 2.2855, loss: 2.2855, grad_norm: 3.9006 2021-01-29 15:02:26,352 - mmaction - INFO - Epoch [23][340/3757] lr: 1.000e-02, eta: 1 day, 18:24:46, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.2236, loss: 2.2236, grad_norm: 3.8397 2021-01-29 15:02:30,604 - mmaction - INFO - Epoch [23][360/3757] lr: 1.000e-02, eta: 1 day, 18:24:14, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7461, loss_cls: 2.1707, loss: 2.1707, grad_norm: 3.8798 2021-01-29 15:02:34,917 - mmaction - INFO - Epoch [23][380/3757] lr: 1.000e-02, eta: 1 day, 18:23:42, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7344, loss_cls: 2.2658, loss: 2.2658, grad_norm: 3.9224 2021-01-29 15:02:39,259 - mmaction - INFO - Epoch [23][400/3757] lr: 1.000e-02, eta: 1 day, 18:23:10, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7258, loss_cls: 2.3265, loss: 2.3265, grad_norm: 4.0992 2021-01-29 15:02:43,560 - mmaction - INFO - Epoch [23][420/3757] lr: 1.000e-02, eta: 1 day, 18:22:38, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7289, loss_cls: 2.2477, loss: 2.2477, grad_norm: 3.8643 2021-01-29 15:02:48,028 - mmaction - INFO - Epoch [23][440/3757] lr: 1.000e-02, eta: 1 day, 18:22:07, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2906, loss: 2.2906, grad_norm: 3.9723 2021-01-29 15:02:52,349 - mmaction - INFO - Epoch [23][460/3757] lr: 1.000e-02, eta: 1 day, 18:21:35, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7156, loss_cls: 2.2934, loss: 2.2934, grad_norm: 3.7975 2021-01-29 15:02:56,842 - mmaction - INFO - Epoch [23][480/3757] lr: 1.000e-02, eta: 1 day, 18:21:03, time: 0.224, data_time: 0.000, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7227, loss_cls: 2.2339, loss: 2.2339, grad_norm: 3.8570 2021-01-29 15:03:01,216 - mmaction - INFO - Epoch [23][500/3757] lr: 1.000e-02, eta: 1 day, 18:20:32, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7273, loss_cls: 2.2584, loss: 2.2584, grad_norm: 3.8854 2021-01-29 15:03:06,072 - mmaction - INFO - Epoch [23][520/3757] lr: 1.000e-02, eta: 1 day, 18:20:02, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2402, loss: 2.2402, grad_norm: 3.9373 2021-01-29 15:03:11,157 - mmaction - INFO - Epoch [23][540/3757] lr: 1.000e-02, eta: 1 day, 18:19:33, time: 0.255, data_time: 0.004, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7453, loss_cls: 2.1687, loss: 2.1687, grad_norm: 3.9033 2021-01-29 15:03:15,892 - mmaction - INFO - Epoch [23][560/3757] lr: 1.000e-02, eta: 1 day, 18:19:02, time: 0.236, data_time: 0.000, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7312, loss_cls: 2.2656, loss: 2.2656, grad_norm: 3.9743 2021-01-29 15:03:20,332 - mmaction - INFO - Epoch [23][580/3757] lr: 1.000e-02, eta: 1 day, 18:18:31, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7172, loss_cls: 2.2685, loss: 2.2685, grad_norm: 3.8612 2021-01-29 15:03:25,029 - mmaction - INFO - Epoch [23][600/3757] lr: 1.000e-02, eta: 1 day, 18:18:00, time: 0.235, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.2102, loss: 2.2102, grad_norm: 3.8118 2021-01-29 15:03:30,340 - mmaction - INFO - Epoch [23][620/3757] lr: 1.000e-02, eta: 1 day, 18:17:32, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7289, loss_cls: 2.2101, loss: 2.2101, grad_norm: 4.0206 2021-01-29 15:03:35,361 - mmaction - INFO - Epoch [23][640/3757] lr: 1.000e-02, eta: 1 day, 18:17:03, time: 0.251, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7438, loss_cls: 2.1676, loss: 2.1676, grad_norm: 3.8692 2021-01-29 15:03:40,303 - mmaction - INFO - Epoch [23][660/3757] lr: 1.000e-02, eta: 1 day, 18:16:33, time: 0.247, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.2698, loss: 2.2698, grad_norm: 3.9487 2021-01-29 15:03:45,469 - mmaction - INFO - Epoch [23][680/3757] lr: 1.000e-02, eta: 1 day, 18:16:04, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.2458, loss: 2.2458, grad_norm: 3.8754 2021-01-29 15:03:50,708 - mmaction - INFO - Epoch [23][700/3757] lr: 1.000e-02, eta: 1 day, 18:15:36, time: 0.262, data_time: 0.003, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7203, loss_cls: 2.2914, loss: 2.2914, grad_norm: 3.9445 2021-01-29 15:03:56,199 - mmaction - INFO - Epoch [23][720/3757] lr: 1.000e-02, eta: 1 day, 18:15:08, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.3532, loss: 2.3532, grad_norm: 3.9548 2021-01-29 15:04:00,711 - mmaction - INFO - Epoch [23][740/3757] lr: 1.000e-02, eta: 1 day, 18:14:37, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7172, loss_cls: 2.3421, loss: 2.3421, grad_norm: 3.8856 2021-01-29 15:04:06,006 - mmaction - INFO - Epoch [23][760/3757] lr: 1.000e-02, eta: 1 day, 18:14:08, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.2135, loss: 2.2135, grad_norm: 3.8714 2021-01-29 15:04:10,634 - mmaction - INFO - Epoch [23][780/3757] lr: 1.000e-02, eta: 1 day, 18:13:38, time: 0.234, data_time: 0.006, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.2343, loss: 2.2343, grad_norm: 3.8337 2021-01-29 15:04:15,862 - mmaction - INFO - Epoch [23][800/3757] lr: 1.000e-02, eta: 1 day, 18:13:09, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7375, loss_cls: 2.2628, loss: 2.2628, grad_norm: 3.9556 2021-01-29 15:04:21,143 - mmaction - INFO - Epoch [23][820/3757] lr: 1.000e-02, eta: 1 day, 18:12:41, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7086, loss_cls: 2.3024, loss: 2.3024, grad_norm: 3.8311 2021-01-29 15:04:26,685 - mmaction - INFO - Epoch [23][840/3757] lr: 1.000e-02, eta: 1 day, 18:12:14, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.2542, loss: 2.2542, grad_norm: 3.8708 2021-01-29 15:04:32,090 - mmaction - INFO - Epoch [23][860/3757] lr: 1.000e-02, eta: 1 day, 18:11:46, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.2271, loss: 2.2271, grad_norm: 3.9711 2021-01-29 15:04:37,912 - mmaction - INFO - Epoch [23][880/3757] lr: 1.000e-02, eta: 1 day, 18:11:19, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7344, loss_cls: 2.2442, loss: 2.2442, grad_norm: 4.0084 2021-01-29 15:04:43,815 - mmaction - INFO - Epoch [23][900/3757] lr: 1.000e-02, eta: 1 day, 18:10:53, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.6945, loss_cls: 2.4333, loss: 2.4333, grad_norm: 3.8576 2021-01-29 15:04:49,117 - mmaction - INFO - Epoch [23][920/3757] lr: 1.000e-02, eta: 1 day, 18:10:25, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.2857, loss: 2.2857, grad_norm: 3.8414 2021-01-29 15:04:54,230 - mmaction - INFO - Epoch [23][940/3757] lr: 1.000e-02, eta: 1 day, 18:09:56, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7258, loss_cls: 2.2756, loss: 2.2756, grad_norm: 3.9050 2021-01-29 15:05:00,094 - mmaction - INFO - Epoch [23][960/3757] lr: 1.000e-02, eta: 1 day, 18:09:30, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7078, loss_cls: 2.3171, loss: 2.3171, grad_norm: 3.8371 2021-01-29 15:05:05,520 - mmaction - INFO - Epoch [23][980/3757] lr: 1.000e-02, eta: 1 day, 18:09:02, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2463, loss: 2.2463, grad_norm: 3.8395 2021-01-29 15:05:11,613 - mmaction - INFO - Epoch [23][1000/3757] lr: 1.000e-02, eta: 1 day, 18:08:37, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7430, loss_cls: 2.1891, loss: 2.1891, grad_norm: 3.9740 2021-01-29 15:05:16,844 - mmaction - INFO - Epoch [23][1020/3757] lr: 1.000e-02, eta: 1 day, 18:08:09, time: 0.261, data_time: 0.004, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1995, loss: 2.1995, grad_norm: 3.8419 2021-01-29 15:05:22,223 - mmaction - INFO - Epoch [23][1040/3757] lr: 1.000e-02, eta: 1 day, 18:07:41, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7367, loss_cls: 2.2373, loss: 2.2373, grad_norm: 3.9228 2021-01-29 15:05:27,535 - mmaction - INFO - Epoch [23][1060/3757] lr: 1.000e-02, eta: 1 day, 18:07:13, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7234, loss_cls: 2.2685, loss: 2.2685, grad_norm: 3.9962 2021-01-29 15:05:32,949 - mmaction - INFO - Epoch [23][1080/3757] lr: 1.000e-02, eta: 1 day, 18:06:45, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4445, top5_acc: 0.6914, loss_cls: 2.3973, loss: 2.3973, grad_norm: 3.8867 2021-01-29 15:05:38,699 - mmaction - INFO - Epoch [23][1100/3757] lr: 1.000e-02, eta: 1 day, 18:06:18, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.2554, loss: 2.2554, grad_norm: 3.7389 2021-01-29 15:05:44,557 - mmaction - INFO - Epoch [23][1120/3757] lr: 1.000e-02, eta: 1 day, 18:05:52, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7438, loss_cls: 2.1046, loss: 2.1046, grad_norm: 3.7885 2021-01-29 15:05:50,588 - mmaction - INFO - Epoch [23][1140/3757] lr: 1.000e-02, eta: 1 day, 18:05:27, time: 0.302, data_time: 0.004, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7305, loss_cls: 2.2650, loss: 2.2650, grad_norm: 3.8303 2021-01-29 15:05:56,027 - mmaction - INFO - Epoch [23][1160/3757] lr: 1.000e-02, eta: 1 day, 18:04:59, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7367, loss_cls: 2.2026, loss: 2.2026, grad_norm: 3.9867 2021-01-29 15:06:01,837 - mmaction - INFO - Epoch [23][1180/3757] lr: 1.000e-02, eta: 1 day, 18:04:33, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2294, loss: 2.2294, grad_norm: 4.0744 2021-01-29 15:06:07,278 - mmaction - INFO - Epoch [23][1200/3757] lr: 1.000e-02, eta: 1 day, 18:04:05, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7125, loss_cls: 2.2858, loss: 2.2858, grad_norm: 3.7691 2021-01-29 15:06:13,126 - mmaction - INFO - Epoch [23][1220/3757] lr: 1.000e-02, eta: 1 day, 18:03:39, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.2742, loss: 2.2742, grad_norm: 3.9919 2021-01-29 15:06:18,711 - mmaction - INFO - Epoch [23][1240/3757] lr: 1.000e-02, eta: 1 day, 18:03:12, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7109, loss_cls: 2.2645, loss: 2.2645, grad_norm: 3.9325 2021-01-29 15:06:24,420 - mmaction - INFO - Epoch [23][1260/3757] lr: 1.000e-02, eta: 1 day, 18:02:45, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7148, loss_cls: 2.2801, loss: 2.2801, grad_norm: 3.8701 2021-01-29 15:06:30,497 - mmaction - INFO - Epoch [23][1280/3757] lr: 1.000e-02, eta: 1 day, 18:02:20, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7180, loss_cls: 2.2462, loss: 2.2462, grad_norm: 3.7942 2021-01-29 15:06:35,586 - mmaction - INFO - Epoch [23][1300/3757] lr: 1.000e-02, eta: 1 day, 18:01:51, time: 0.255, data_time: 0.003, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.2844, loss: 2.2844, grad_norm: 3.9243 2021-01-29 15:06:41,457 - mmaction - INFO - Epoch [23][1320/3757] lr: 1.000e-02, eta: 1 day, 18:01:25, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7492, loss_cls: 2.1515, loss: 2.1515, grad_norm: 3.8050 2021-01-29 15:06:46,808 - mmaction - INFO - Epoch [23][1340/3757] lr: 1.000e-02, eta: 1 day, 18:00:57, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7031, loss_cls: 2.2922, loss: 2.2922, grad_norm: 3.8414 2021-01-29 15:06:52,344 - mmaction - INFO - Epoch [23][1360/3757] lr: 1.000e-02, eta: 1 day, 18:00:30, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.3223, loss: 2.3223, grad_norm: 3.9105 2021-01-29 15:06:57,522 - mmaction - INFO - Epoch [23][1380/3757] lr: 1.000e-02, eta: 1 day, 18:00:02, time: 0.258, data_time: 0.005, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7156, loss_cls: 2.2070, loss: 2.2070, grad_norm: 3.9231 2021-01-29 15:07:02,729 - mmaction - INFO - Epoch [23][1400/3757] lr: 1.000e-02, eta: 1 day, 17:59:34, time: 0.261, data_time: 0.003, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.2789, loss: 2.2789, grad_norm: 3.9070 2021-01-29 15:07:08,810 - mmaction - INFO - Epoch [23][1420/3757] lr: 1.000e-02, eta: 1 day, 17:59:08, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.2711, loss: 2.2711, grad_norm: 3.9315 2021-01-29 15:07:14,395 - mmaction - INFO - Epoch [23][1440/3757] lr: 1.000e-02, eta: 1 day, 17:58:42, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.3680, loss: 2.3680, grad_norm: 4.0693 2021-01-29 15:07:20,359 - mmaction - INFO - Epoch [23][1460/3757] lr: 1.000e-02, eta: 1 day, 17:58:16, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7117, loss_cls: 2.3293, loss: 2.3293, grad_norm: 3.7872 2021-01-29 15:07:25,910 - mmaction - INFO - Epoch [23][1480/3757] lr: 1.000e-02, eta: 1 day, 17:57:49, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7250, loss_cls: 2.2800, loss: 2.2800, grad_norm: 3.8413 2021-01-29 15:07:31,357 - mmaction - INFO - Epoch [23][1500/3757] lr: 1.000e-02, eta: 1 day, 17:57:21, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.2252, loss: 2.2252, grad_norm: 3.8750 2021-01-29 15:07:37,214 - mmaction - INFO - Epoch [23][1520/3757] lr: 1.000e-02, eta: 1 day, 17:56:55, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.2267, loss: 2.2267, grad_norm: 3.9283 2021-01-29 15:07:43,266 - mmaction - INFO - Epoch [23][1540/3757] lr: 1.000e-02, eta: 1 day, 17:56:30, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7203, loss_cls: 2.2476, loss: 2.2476, grad_norm: 3.8342 2021-01-29 15:07:49,466 - mmaction - INFO - Epoch [23][1560/3757] lr: 1.000e-02, eta: 1 day, 17:56:05, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.2344, loss: 2.2344, grad_norm: 3.9448 2021-01-29 15:07:55,306 - mmaction - INFO - Epoch [23][1580/3757] lr: 1.000e-02, eta: 1 day, 17:55:39, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7266, loss_cls: 2.2560, loss: 2.2560, grad_norm: 3.9577 2021-01-29 15:08:01,006 - mmaction - INFO - Epoch [23][1600/3757] lr: 1.000e-02, eta: 1 day, 17:55:13, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7375, loss_cls: 2.1834, loss: 2.1834, grad_norm: 3.8981 2021-01-29 15:08:06,520 - mmaction - INFO - Epoch [23][1620/3757] lr: 1.000e-02, eta: 1 day, 17:54:46, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.2425, loss: 2.2425, grad_norm: 3.9303 2021-01-29 15:08:12,420 - mmaction - INFO - Epoch [23][1640/3757] lr: 1.000e-02, eta: 1 day, 17:54:20, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.1962, loss: 2.1962, grad_norm: 3.8637 2021-01-29 15:08:17,795 - mmaction - INFO - Epoch [23][1660/3757] lr: 1.000e-02, eta: 1 day, 17:53:53, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7180, loss_cls: 2.1982, loss: 2.1982, grad_norm: 3.8873 2021-01-29 15:08:23,537 - mmaction - INFO - Epoch [23][1680/3757] lr: 1.000e-02, eta: 1 day, 17:53:26, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.2035, loss: 2.2035, grad_norm: 3.7757 2021-01-29 15:08:29,229 - mmaction - INFO - Epoch [23][1700/3757] lr: 1.000e-02, eta: 1 day, 17:53:00, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.2639, loss: 2.2639, grad_norm: 3.8620 2021-01-29 15:08:35,564 - mmaction - INFO - Epoch [23][1720/3757] lr: 1.000e-02, eta: 1 day, 17:52:36, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7148, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.8352 2021-01-29 15:08:41,620 - mmaction - INFO - Epoch [23][1740/3757] lr: 1.000e-02, eta: 1 day, 17:52:10, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.2716, loss: 2.2716, grad_norm: 3.9403 2021-01-29 15:08:47,391 - mmaction - INFO - Epoch [23][1760/3757] lr: 1.000e-02, eta: 1 day, 17:51:44, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.3437, loss: 2.3437, grad_norm: 3.9552 2021-01-29 15:08:52,651 - mmaction - INFO - Epoch [23][1780/3757] lr: 1.000e-02, eta: 1 day, 17:51:16, time: 0.263, data_time: 0.004, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7273, loss_cls: 2.2362, loss: 2.2362, grad_norm: 3.7929 2021-01-29 15:08:58,704 - mmaction - INFO - Epoch [23][1800/3757] lr: 1.000e-02, eta: 1 day, 17:50:51, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7273, loss_cls: 2.2121, loss: 2.2121, grad_norm: 3.7951 2021-01-29 15:09:04,623 - mmaction - INFO - Epoch [23][1820/3757] lr: 1.000e-02, eta: 1 day, 17:50:26, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.6961, loss_cls: 2.3229, loss: 2.3229, grad_norm: 4.0490 2021-01-29 15:09:10,237 - mmaction - INFO - Epoch [23][1840/3757] lr: 1.000e-02, eta: 1 day, 17:49:59, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2437, loss: 2.2437, grad_norm: 3.8305 2021-01-29 15:09:15,994 - mmaction - INFO - Epoch [23][1860/3757] lr: 1.000e-02, eta: 1 day, 17:49:33, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7195, loss_cls: 2.2565, loss: 2.2565, grad_norm: 3.9875 2021-01-29 15:09:22,139 - mmaction - INFO - Epoch [23][1880/3757] lr: 1.000e-02, eta: 1 day, 17:49:08, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7250, loss_cls: 2.2403, loss: 2.2403, grad_norm: 3.9172 2021-01-29 15:09:28,211 - mmaction - INFO - Epoch [23][1900/3757] lr: 1.000e-02, eta: 1 day, 17:48:43, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7320, loss_cls: 2.2691, loss: 2.2691, grad_norm: 3.9413 2021-01-29 15:09:33,423 - mmaction - INFO - Epoch [23][1920/3757] lr: 1.000e-02, eta: 1 day, 17:48:15, time: 0.260, data_time: 0.003, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7281, loss_cls: 2.2849, loss: 2.2849, grad_norm: 3.9012 2021-01-29 15:09:39,516 - mmaction - INFO - Epoch [23][1940/3757] lr: 1.000e-02, eta: 1 day, 17:47:50, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.7868 2021-01-29 15:09:44,640 - mmaction - INFO - Epoch [23][1960/3757] lr: 1.000e-02, eta: 1 day, 17:47:22, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7117, loss_cls: 2.2789, loss: 2.2789, grad_norm: 3.8546 2021-01-29 15:09:50,488 - mmaction - INFO - Epoch [23][1980/3757] lr: 1.000e-02, eta: 1 day, 17:46:56, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7117, loss_cls: 2.4137, loss: 2.4137, grad_norm: 3.8854 2021-01-29 15:09:56,151 - mmaction - INFO - Epoch [23][2000/3757] lr: 1.000e-02, eta: 1 day, 17:46:30, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7234, loss_cls: 2.2445, loss: 2.2445, grad_norm: 3.8897 2021-01-29 15:10:02,151 - mmaction - INFO - Epoch [23][2020/3757] lr: 1.000e-02, eta: 1 day, 17:46:04, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7273, loss_cls: 2.2484, loss: 2.2484, grad_norm: 3.8669 2021-01-29 15:10:07,970 - mmaction - INFO - Epoch [23][2040/3757] lr: 1.000e-02, eta: 1 day, 17:45:39, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2808, loss: 2.2808, grad_norm: 3.9513 2021-01-29 15:10:13,781 - mmaction - INFO - Epoch [23][2060/3757] lr: 1.000e-02, eta: 1 day, 17:45:13, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.3366, loss: 2.3366, grad_norm: 3.9258 2021-01-29 15:10:19,459 - mmaction - INFO - Epoch [23][2080/3757] lr: 1.000e-02, eta: 1 day, 17:44:46, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.2394, loss: 2.2394, grad_norm: 3.8677 2021-01-29 15:10:25,580 - mmaction - INFO - Epoch [23][2100/3757] lr: 1.000e-02, eta: 1 day, 17:44:22, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7133, loss_cls: 2.2869, loss: 2.2869, grad_norm: 4.0052 2021-01-29 15:10:30,974 - mmaction - INFO - Epoch [23][2120/3757] lr: 1.000e-02, eta: 1 day, 17:43:54, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.3169, loss: 2.3169, grad_norm: 3.8792 2021-01-29 15:10:36,855 - mmaction - INFO - Epoch [23][2140/3757] lr: 1.000e-02, eta: 1 day, 17:43:29, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.8192 2021-01-29 15:10:42,433 - mmaction - INFO - Epoch [23][2160/3757] lr: 1.000e-02, eta: 1 day, 17:43:02, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7320, loss_cls: 2.2518, loss: 2.2518, grad_norm: 3.8413 2021-01-29 15:10:48,295 - mmaction - INFO - Epoch [23][2180/3757] lr: 1.000e-02, eta: 1 day, 17:42:36, time: 0.293, data_time: 0.000, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.2938, loss: 2.2938, grad_norm: 3.9328 2021-01-29 15:10:54,111 - mmaction - INFO - Epoch [23][2200/3757] lr: 1.000e-02, eta: 1 day, 17:42:11, time: 0.291, data_time: 0.005, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3144, loss: 2.3144, grad_norm: 3.9011 2021-01-29 15:10:59,608 - mmaction - INFO - Epoch [23][2220/3757] lr: 1.000e-02, eta: 1 day, 17:41:44, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7297, loss_cls: 2.2643, loss: 2.2643, grad_norm: 3.8024 2021-01-29 15:11:05,342 - mmaction - INFO - Epoch [23][2240/3757] lr: 1.000e-02, eta: 1 day, 17:41:18, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2863, loss: 2.2863, grad_norm: 3.9720 2021-01-29 15:11:12,067 - mmaction - INFO - Epoch [23][2260/3757] lr: 1.000e-02, eta: 1 day, 17:40:55, time: 0.337, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.3530, loss: 2.3530, grad_norm: 3.8763 2021-01-29 15:11:17,709 - mmaction - INFO - Epoch [23][2280/3757] lr: 1.000e-02, eta: 1 day, 17:40:29, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7180, loss_cls: 2.2552, loss: 2.2552, grad_norm: 3.9323 2021-01-29 15:11:23,278 - mmaction - INFO - Epoch [23][2300/3757] lr: 1.000e-02, eta: 1 day, 17:40:02, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7250, loss_cls: 2.2700, loss: 2.2700, grad_norm: 3.9162 2021-01-29 15:11:29,146 - mmaction - INFO - Epoch [23][2320/3757] lr: 1.000e-02, eta: 1 day, 17:39:37, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7266, loss_cls: 2.1907, loss: 2.1907, grad_norm: 3.9864 2021-01-29 15:11:34,472 - mmaction - INFO - Epoch [23][2340/3757] lr: 1.000e-02, eta: 1 day, 17:39:09, time: 0.266, data_time: 0.004, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7391, loss_cls: 2.2554, loss: 2.2554, grad_norm: 3.9562 2021-01-29 15:11:40,204 - mmaction - INFO - Epoch [23][2360/3757] lr: 1.000e-02, eta: 1 day, 17:38:43, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.2095, loss: 2.2095, grad_norm: 3.9579 2021-01-29 15:11:46,328 - mmaction - INFO - Epoch [23][2380/3757] lr: 1.000e-02, eta: 1 day, 17:38:19, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7320, loss_cls: 2.2470, loss: 2.2470, grad_norm: 3.9043 2021-01-29 15:11:52,194 - mmaction - INFO - Epoch [23][2400/3757] lr: 1.000e-02, eta: 1 day, 17:37:53, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7188, loss_cls: 2.2642, loss: 2.2642, grad_norm: 3.8375 2021-01-29 15:11:57,862 - mmaction - INFO - Epoch [23][2420/3757] lr: 1.000e-02, eta: 1 day, 17:37:27, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7141, loss_cls: 2.2871, loss: 2.2871, grad_norm: 3.9040 2021-01-29 15:12:03,639 - mmaction - INFO - Epoch [23][2440/3757] lr: 1.000e-02, eta: 1 day, 17:37:01, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7438, loss_cls: 2.1680, loss: 2.1680, grad_norm: 3.8434 2021-01-29 15:12:09,816 - mmaction - INFO - Epoch [23][2460/3757] lr: 1.000e-02, eta: 1 day, 17:36:37, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7078, loss_cls: 2.2930, loss: 2.2930, grad_norm: 3.9415 2021-01-29 15:12:15,791 - mmaction - INFO - Epoch [23][2480/3757] lr: 1.000e-02, eta: 1 day, 17:36:12, time: 0.301, data_time: 0.006, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7172, loss_cls: 2.3822, loss: 2.3822, grad_norm: 3.9528 2021-01-29 15:12:21,137 - mmaction - INFO - Epoch [23][2500/3757] lr: 1.000e-02, eta: 1 day, 17:35:44, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7133, loss_cls: 2.3125, loss: 2.3125, grad_norm: 3.8949 2021-01-29 15:12:26,680 - mmaction - INFO - Epoch [23][2520/3757] lr: 1.000e-02, eta: 1 day, 17:35:18, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7195, loss_cls: 2.2646, loss: 2.2646, grad_norm: 3.9843 2021-01-29 15:12:32,577 - mmaction - INFO - Epoch [23][2540/3757] lr: 1.000e-02, eta: 1 day, 17:34:52, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7000, loss_cls: 2.3892, loss: 2.3892, grad_norm: 3.8652 2021-01-29 15:12:38,535 - mmaction - INFO - Epoch [23][2560/3757] lr: 1.000e-02, eta: 1 day, 17:34:27, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7195, loss_cls: 2.3402, loss: 2.3402, grad_norm: 3.9433 2021-01-29 15:12:44,075 - mmaction - INFO - Epoch [23][2580/3757] lr: 1.000e-02, eta: 1 day, 17:34:01, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7211, loss_cls: 2.2932, loss: 2.2932, grad_norm: 3.8591 2021-01-29 15:12:51,022 - mmaction - INFO - Epoch [23][2600/3757] lr: 1.000e-02, eta: 1 day, 17:33:39, time: 0.347, data_time: 0.002, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7109, loss_cls: 2.3590, loss: 2.3590, grad_norm: 4.0248 2021-01-29 15:12:56,245 - mmaction - INFO - Epoch [23][2620/3757] lr: 1.000e-02, eta: 1 day, 17:33:11, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7297, loss_cls: 2.3229, loss: 2.3229, grad_norm: 3.8504 2021-01-29 15:13:01,429 - mmaction - INFO - Epoch [23][2640/3757] lr: 1.000e-02, eta: 1 day, 17:32:44, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7320, loss_cls: 2.1847, loss: 2.1847, grad_norm: 3.6970 2021-01-29 15:13:07,244 - mmaction - INFO - Epoch [23][2660/3757] lr: 1.000e-02, eta: 1 day, 17:32:18, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7086, loss_cls: 2.2871, loss: 2.2871, grad_norm: 3.8726 2021-01-29 15:13:13,241 - mmaction - INFO - Epoch [23][2680/3757] lr: 1.000e-02, eta: 1 day, 17:31:53, time: 0.300, data_time: 0.003, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7398, loss_cls: 2.1901, loss: 2.1901, grad_norm: 3.8156 2021-01-29 15:13:19,510 - mmaction - INFO - Epoch [23][2700/3757] lr: 1.000e-02, eta: 1 day, 17:31:29, time: 0.314, data_time: 0.004, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.2395, loss: 2.2395, grad_norm: 3.7626 2021-01-29 15:13:25,603 - mmaction - INFO - Epoch [23][2720/3757] lr: 1.000e-02, eta: 1 day, 17:31:05, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3019, loss: 2.3019, grad_norm: 3.7824 2021-01-29 15:13:31,048 - mmaction - INFO - Epoch [23][2740/3757] lr: 1.000e-02, eta: 1 day, 17:30:38, time: 0.272, data_time: 0.006, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.2523, loss: 2.2523, grad_norm: 3.9305 2021-01-29 15:13:36,453 - mmaction - INFO - Epoch [23][2760/3757] lr: 1.000e-02, eta: 1 day, 17:30:11, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7195, loss_cls: 2.2945, loss: 2.2945, grad_norm: 3.9099 2021-01-29 15:13:41,889 - mmaction - INFO - Epoch [23][2780/3757] lr: 1.000e-02, eta: 1 day, 17:29:44, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.2645, loss: 2.2645, grad_norm: 3.9658 2021-01-29 15:13:47,368 - mmaction - INFO - Epoch [23][2800/3757] lr: 1.000e-02, eta: 1 day, 17:29:18, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7172, loss_cls: 2.3405, loss: 2.3405, grad_norm: 3.9917 2021-01-29 15:13:53,674 - mmaction - INFO - Epoch [23][2820/3757] lr: 1.000e-02, eta: 1 day, 17:28:54, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7312, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.8140 2021-01-29 15:13:59,547 - mmaction - INFO - Epoch [23][2840/3757] lr: 1.000e-02, eta: 1 day, 17:28:28, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7305, loss_cls: 2.2599, loss: 2.2599, grad_norm: 3.8972 2021-01-29 15:14:05,554 - mmaction - INFO - Epoch [23][2860/3757] lr: 1.000e-02, eta: 1 day, 17:28:04, time: 0.301, data_time: 0.005, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7336, loss_cls: 2.2072, loss: 2.2072, grad_norm: 3.9277 2021-01-29 15:14:11,134 - mmaction - INFO - Epoch [23][2880/3757] lr: 1.000e-02, eta: 1 day, 17:27:37, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7211, loss_cls: 2.2947, loss: 2.2947, grad_norm: 3.9409 2021-01-29 15:14:16,576 - mmaction - INFO - Epoch [23][2900/3757] lr: 1.000e-02, eta: 1 day, 17:27:11, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7047, loss_cls: 2.3797, loss: 2.3797, grad_norm: 3.8986 2021-01-29 15:14:22,387 - mmaction - INFO - Epoch [23][2920/3757] lr: 1.000e-02, eta: 1 day, 17:26:45, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.3458, loss: 2.3458, grad_norm: 3.7940 2021-01-29 15:14:27,888 - mmaction - INFO - Epoch [23][2940/3757] lr: 1.000e-02, eta: 1 day, 17:26:19, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7555, loss_cls: 2.1718, loss: 2.1718, grad_norm: 3.8295 2021-01-29 15:14:33,867 - mmaction - INFO - Epoch [23][2960/3757] lr: 1.000e-02, eta: 1 day, 17:25:54, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7164, loss_cls: 2.2409, loss: 2.2409, grad_norm: 3.7201 2021-01-29 15:14:39,640 - mmaction - INFO - Epoch [23][2980/3757] lr: 1.000e-02, eta: 1 day, 17:25:28, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7195, loss_cls: 2.2963, loss: 2.2963, grad_norm: 3.8185 2021-01-29 15:14:45,322 - mmaction - INFO - Epoch [23][3000/3757] lr: 1.000e-02, eta: 1 day, 17:25:02, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7289, loss_cls: 2.3128, loss: 2.3128, grad_norm: 3.8938 2021-01-29 15:14:51,365 - mmaction - INFO - Epoch [23][3020/3757] lr: 1.000e-02, eta: 1 day, 17:24:38, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7156, loss_cls: 2.3301, loss: 2.3301, grad_norm: 3.9874 2021-01-29 15:14:57,196 - mmaction - INFO - Epoch [23][3040/3757] lr: 1.000e-02, eta: 1 day, 17:24:12, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7297, loss_cls: 2.2490, loss: 2.2490, grad_norm: 3.8380 2021-01-29 15:15:02,442 - mmaction - INFO - Epoch [23][3060/3757] lr: 1.000e-02, eta: 1 day, 17:23:45, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7156, loss_cls: 2.3341, loss: 2.3341, grad_norm: 3.7571 2021-01-29 15:15:09,381 - mmaction - INFO - Epoch [23][3080/3757] lr: 1.000e-02, eta: 1 day, 17:23:23, time: 0.346, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2392, loss: 2.2392, grad_norm: 4.0377 2021-01-29 15:15:14,666 - mmaction - INFO - Epoch [23][3100/3757] lr: 1.000e-02, eta: 1 day, 17:22:56, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7195, loss_cls: 2.3024, loss: 2.3024, grad_norm: 3.8751 2021-01-29 15:15:21,449 - mmaction - INFO - Epoch [23][3120/3757] lr: 1.000e-02, eta: 1 day, 17:22:34, time: 0.339, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.2474, loss: 2.2474, grad_norm: 3.9059 2021-01-29 15:15:26,669 - mmaction - INFO - Epoch [23][3140/3757] lr: 1.000e-02, eta: 1 day, 17:22:07, time: 0.261, data_time: 0.004, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7047, loss_cls: 2.3390, loss: 2.3390, grad_norm: 4.0517 2021-01-29 15:15:33,116 - mmaction - INFO - Epoch [23][3160/3757] lr: 1.000e-02, eta: 1 day, 17:21:44, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7336, loss_cls: 2.2484, loss: 2.2484, grad_norm: 3.8916 2021-01-29 15:15:38,701 - mmaction - INFO - Epoch [23][3180/3757] lr: 1.000e-02, eta: 1 day, 17:21:18, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2539, loss: 2.2539, grad_norm: 3.8688 2021-01-29 15:15:44,520 - mmaction - INFO - Epoch [23][3200/3757] lr: 1.000e-02, eta: 1 day, 17:20:52, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7227, loss_cls: 2.2946, loss: 2.2946, grad_norm: 3.9690 2021-01-29 15:15:50,239 - mmaction - INFO - Epoch [23][3220/3757] lr: 1.000e-02, eta: 1 day, 17:20:27, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.4547, top5_acc: 0.6914, loss_cls: 2.4086, loss: 2.4086, grad_norm: 4.0849 2021-01-29 15:15:56,158 - mmaction - INFO - Epoch [23][3240/3757] lr: 1.000e-02, eta: 1 day, 17:20:02, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1770, loss: 2.1770, grad_norm: 3.9412 2021-01-29 15:16:01,786 - mmaction - INFO - Epoch [23][3260/3757] lr: 1.000e-02, eta: 1 day, 17:19:36, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7258, loss_cls: 2.2706, loss: 2.2706, grad_norm: 3.9141 2021-01-29 15:16:07,588 - mmaction - INFO - Epoch [23][3280/3757] lr: 1.000e-02, eta: 1 day, 17:19:10, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7180, loss_cls: 2.3063, loss: 2.3063, grad_norm: 3.9401 2021-01-29 15:16:13,721 - mmaction - INFO - Epoch [23][3300/3757] lr: 1.000e-02, eta: 1 day, 17:18:46, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7203, loss_cls: 2.3132, loss: 2.3132, grad_norm: 3.7878 2021-01-29 15:16:19,515 - mmaction - INFO - Epoch [23][3320/3757] lr: 1.000e-02, eta: 1 day, 17:18:21, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7008, loss_cls: 2.3763, loss: 2.3763, grad_norm: 3.9060 2021-01-29 15:16:25,172 - mmaction - INFO - Epoch [23][3340/3757] lr: 1.000e-02, eta: 1 day, 17:17:55, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7320, loss_cls: 2.2362, loss: 2.2362, grad_norm: 3.7702 2021-01-29 15:16:30,967 - mmaction - INFO - Epoch [23][3360/3757] lr: 1.000e-02, eta: 1 day, 17:17:30, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7438, loss_cls: 2.2497, loss: 2.2497, grad_norm: 3.7952 2021-01-29 15:16:36,348 - mmaction - INFO - Epoch [23][3380/3757] lr: 1.000e-02, eta: 1 day, 17:17:03, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7148, loss_cls: 2.2366, loss: 2.2366, grad_norm: 3.8181 2021-01-29 15:16:41,799 - mmaction - INFO - Epoch [23][3400/3757] lr: 1.000e-02, eta: 1 day, 17:16:37, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.1775, loss: 2.1775, grad_norm: 3.8991 2021-01-29 15:16:47,114 - mmaction - INFO - Epoch [23][3420/3757] lr: 1.000e-02, eta: 1 day, 17:16:10, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7102, loss_cls: 2.3006, loss: 2.3006, grad_norm: 3.8365 2021-01-29 15:16:52,332 - mmaction - INFO - Epoch [23][3440/3757] lr: 1.000e-02, eta: 1 day, 17:15:42, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7172, loss_cls: 2.2435, loss: 2.2435, grad_norm: 4.0255 2021-01-29 15:16:58,537 - mmaction - INFO - Epoch [23][3460/3757] lr: 1.000e-02, eta: 1 day, 17:15:19, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7250, loss_cls: 2.2468, loss: 2.2468, grad_norm: 3.7971 2021-01-29 15:17:04,431 - mmaction - INFO - Epoch [23][3480/3757] lr: 1.000e-02, eta: 1 day, 17:14:54, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.3218, loss: 2.3218, grad_norm: 3.7252 2021-01-29 15:17:10,586 - mmaction - INFO - Epoch [23][3500/3757] lr: 1.000e-02, eta: 1 day, 17:14:30, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.1969, loss: 2.1969, grad_norm: 3.9637 2021-01-29 15:17:16,460 - mmaction - INFO - Epoch [23][3520/3757] lr: 1.000e-02, eta: 1 day, 17:14:05, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7391, loss_cls: 2.2243, loss: 2.2243, grad_norm: 3.8930 2021-01-29 15:17:22,837 - mmaction - INFO - Epoch [23][3540/3757] lr: 1.000e-02, eta: 1 day, 17:13:41, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7172, loss_cls: 2.3009, loss: 2.3009, grad_norm: 4.0129 2021-01-29 15:17:28,307 - mmaction - INFO - Epoch [23][3560/3757] lr: 1.000e-02, eta: 1 day, 17:13:15, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.2226, loss: 2.2226, grad_norm: 3.9098 2021-01-29 15:17:33,853 - mmaction - INFO - Epoch [23][3580/3757] lr: 1.000e-02, eta: 1 day, 17:12:49, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7055, loss_cls: 2.3590, loss: 2.3590, grad_norm: 3.9890 2021-01-29 15:17:39,233 - mmaction - INFO - Epoch [23][3600/3757] lr: 1.000e-02, eta: 1 day, 17:12:22, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.3433, loss: 2.3433, grad_norm: 3.9298 2021-01-29 15:17:45,466 - mmaction - INFO - Epoch [23][3620/3757] lr: 1.000e-02, eta: 1 day, 17:11:59, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.7171 2021-01-29 15:17:51,527 - mmaction - INFO - Epoch [23][3640/3757] lr: 1.000e-02, eta: 1 day, 17:11:34, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7227, loss_cls: 2.2122, loss: 2.2122, grad_norm: 3.9290 2021-01-29 15:17:57,542 - mmaction - INFO - Epoch [23][3660/3757] lr: 1.000e-02, eta: 1 day, 17:11:10, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.1794, loss: 2.1794, grad_norm: 3.9095 2021-01-29 15:18:03,245 - mmaction - INFO - Epoch [23][3680/3757] lr: 1.000e-02, eta: 1 day, 17:10:44, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.2333, loss: 2.2333, grad_norm: 3.9926 2021-01-29 15:18:08,892 - mmaction - INFO - Epoch [23][3700/3757] lr: 1.000e-02, eta: 1 day, 17:10:19, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4445, top5_acc: 0.7172, loss_cls: 2.3353, loss: 2.3353, grad_norm: 3.8006 2021-01-29 15:18:13,949 - mmaction - INFO - Epoch [23][3720/3757] lr: 1.000e-02, eta: 1 day, 17:09:51, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7328, loss_cls: 2.1817, loss: 2.1817, grad_norm: 3.8607 2021-01-29 15:18:19,703 - mmaction - INFO - Epoch [23][3740/3757] lr: 1.000e-02, eta: 1 day, 17:09:26, time: 0.287, data_time: 0.000, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7180, loss_cls: 2.3346, loss: 2.3346, grad_norm: 3.9106 2021-01-29 15:18:46,908 - mmaction - INFO - Saving checkpoint at 23 epochs 2021-01-29 15:34:11,900 - mmaction - INFO - Epoch [24][20/3757] lr: 1.000e-02, eta: 1 day, 17:59:38, time: 46.227, data_time: 45.776, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.1958, loss: 2.1958, grad_norm: 3.8428 2021-01-29 15:34:16,059 - mmaction - INFO - Epoch [24][40/3757] lr: 1.000e-02, eta: 1 day, 17:59:07, time: 0.212, data_time: 0.008, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.7816 2021-01-29 15:34:20,207 - mmaction - INFO - Epoch [24][60/3757] lr: 1.000e-02, eta: 1 day, 17:58:35, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7508, loss_cls: 2.1663, loss: 2.1663, grad_norm: 3.9651 2021-01-29 15:34:24,387 - mmaction - INFO - Epoch [24][80/3757] lr: 1.000e-02, eta: 1 day, 17:58:04, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.9506 2021-01-29 15:34:28,554 - mmaction - INFO - Epoch [24][100/3757] lr: 1.000e-02, eta: 1 day, 17:57:32, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2537, loss: 2.2537, grad_norm: 3.8548 2021-01-29 15:34:32,687 - mmaction - INFO - Epoch [24][120/3757] lr: 1.000e-02, eta: 1 day, 17:57:01, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7430, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.9845 2021-01-29 15:34:36,894 - mmaction - INFO - Epoch [24][140/3757] lr: 1.000e-02, eta: 1 day, 17:56:29, time: 0.210, data_time: 0.004, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7281, loss_cls: 2.2536, loss: 2.2536, grad_norm: 3.9415 2021-01-29 15:34:41,066 - mmaction - INFO - Epoch [24][160/3757] lr: 1.000e-02, eta: 1 day, 17:55:58, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.2776, loss: 2.2776, grad_norm: 3.8840 2021-01-29 15:34:45,296 - mmaction - INFO - Epoch [24][180/3757] lr: 1.000e-02, eta: 1 day, 17:55:27, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7266, loss_cls: 2.2405, loss: 2.2405, grad_norm: 3.8142 2021-01-29 15:34:49,445 - mmaction - INFO - Epoch [24][200/3757] lr: 1.000e-02, eta: 1 day, 17:54:55, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7156, loss_cls: 2.2737, loss: 2.2737, grad_norm: 3.8280 2021-01-29 15:34:53,571 - mmaction - INFO - Epoch [24][220/3757] lr: 1.000e-02, eta: 1 day, 17:54:24, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2580, loss: 2.2580, grad_norm: 3.8850 2021-01-29 15:34:57,814 - mmaction - INFO - Epoch [24][240/3757] lr: 1.000e-02, eta: 1 day, 17:53:53, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.2068, loss: 2.2068, grad_norm: 4.0360 2021-01-29 15:35:01,959 - mmaction - INFO - Epoch [24][260/3757] lr: 1.000e-02, eta: 1 day, 17:53:21, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7336, loss_cls: 2.1824, loss: 2.1824, grad_norm: 4.0755 2021-01-29 15:35:06,281 - mmaction - INFO - Epoch [24][280/3757] lr: 1.000e-02, eta: 1 day, 17:52:51, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7172, loss_cls: 2.2930, loss: 2.2930, grad_norm: 4.0614 2021-01-29 15:35:10,554 - mmaction - INFO - Epoch [24][300/3757] lr: 1.000e-02, eta: 1 day, 17:52:20, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.3485, loss: 2.3485, grad_norm: 3.8964 2021-01-29 15:35:14,932 - mmaction - INFO - Epoch [24][320/3757] lr: 1.000e-02, eta: 1 day, 17:51:49, time: 0.219, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7328, loss_cls: 2.2435, loss: 2.2435, grad_norm: 3.8353 2021-01-29 15:35:19,288 - mmaction - INFO - Epoch [24][340/3757] lr: 1.000e-02, eta: 1 day, 17:51:18, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7422, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.7810 2021-01-29 15:35:23,570 - mmaction - INFO - Epoch [24][360/3757] lr: 1.000e-02, eta: 1 day, 17:50:47, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.1424, loss: 2.1424, grad_norm: 3.9571 2021-01-29 15:35:28,028 - mmaction - INFO - Epoch [24][380/3757] lr: 1.000e-02, eta: 1 day, 17:50:17, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.1930, loss: 2.1930, grad_norm: 3.9178 2021-01-29 15:35:32,160 - mmaction - INFO - Epoch [24][400/3757] lr: 1.000e-02, eta: 1 day, 17:49:46, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7195, loss_cls: 2.2686, loss: 2.2686, grad_norm: 3.8491 2021-01-29 15:35:36,646 - mmaction - INFO - Epoch [24][420/3757] lr: 1.000e-02, eta: 1 day, 17:49:16, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7500, loss_cls: 2.1616, loss: 2.1616, grad_norm: 3.8557 2021-01-29 15:35:41,060 - mmaction - INFO - Epoch [24][440/3757] lr: 1.000e-02, eta: 1 day, 17:48:45, time: 0.221, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.3263, loss: 2.3263, grad_norm: 4.0103 2021-01-29 15:35:45,456 - mmaction - INFO - Epoch [24][460/3757] lr: 1.000e-02, eta: 1 day, 17:48:15, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.2326, loss: 2.2326, grad_norm: 3.8390 2021-01-29 15:35:49,847 - mmaction - INFO - Epoch [24][480/3757] lr: 1.000e-02, eta: 1 day, 17:47:44, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7172, loss_cls: 2.2717, loss: 2.2717, grad_norm: 3.9933 2021-01-29 15:35:54,254 - mmaction - INFO - Epoch [24][500/3757] lr: 1.000e-02, eta: 1 day, 17:47:14, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7242, loss_cls: 2.2409, loss: 2.2409, grad_norm: 3.9083 2021-01-29 15:35:58,795 - mmaction - INFO - Epoch [24][520/3757] lr: 1.000e-02, eta: 1 day, 17:46:44, time: 0.227, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7023, loss_cls: 2.3462, loss: 2.3462, grad_norm: 4.0625 2021-01-29 15:36:03,268 - mmaction - INFO - Epoch [24][540/3757] lr: 1.000e-02, eta: 1 day, 17:46:14, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.1822, loss: 2.1822, grad_norm: 3.9203 2021-01-29 15:36:07,793 - mmaction - INFO - Epoch [24][560/3757] lr: 1.000e-02, eta: 1 day, 17:45:44, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7266, loss_cls: 2.2332, loss: 2.2332, grad_norm: 3.9095 2021-01-29 15:36:13,161 - mmaction - INFO - Epoch [24][580/3757] lr: 1.000e-02, eta: 1 day, 17:45:17, time: 0.268, data_time: 0.003, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.1794, loss: 2.1794, grad_norm: 3.8274 2021-01-29 15:36:17,689 - mmaction - INFO - Epoch [24][600/3757] lr: 1.000e-02, eta: 1 day, 17:44:47, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7445, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.7873 2021-01-29 15:36:22,886 - mmaction - INFO - Epoch [24][620/3757] lr: 1.000e-02, eta: 1 day, 17:44:19, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7352, loss_cls: 2.2481, loss: 2.2481, grad_norm: 3.8860 2021-01-29 15:36:27,492 - mmaction - INFO - Epoch [24][640/3757] lr: 1.000e-02, eta: 1 day, 17:43:49, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7242, loss_cls: 2.2039, loss: 2.2039, grad_norm: 3.8234 2021-01-29 15:36:32,567 - mmaction - INFO - Epoch [24][660/3757] lr: 1.000e-02, eta: 1 day, 17:43:21, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.0958, loss: 2.0958, grad_norm: 3.9087 2021-01-29 15:36:37,747 - mmaction - INFO - Epoch [24][680/3757] lr: 1.000e-02, eta: 1 day, 17:42:53, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7227, loss_cls: 2.2931, loss: 2.2931, grad_norm: 3.9852 2021-01-29 15:36:43,928 - mmaction - INFO - Epoch [24][700/3757] lr: 1.000e-02, eta: 1 day, 17:42:29, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2578, loss: 2.2578, grad_norm: 3.9570 2021-01-29 15:36:49,038 - mmaction - INFO - Epoch [24][720/3757] lr: 1.000e-02, eta: 1 day, 17:42:01, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.1776, loss: 2.1776, grad_norm: 3.8614 2021-01-29 15:36:54,339 - mmaction - INFO - Epoch [24][740/3757] lr: 1.000e-02, eta: 1 day, 17:41:34, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.2704, loss: 2.2704, grad_norm: 4.0752 2021-01-29 15:36:59,679 - mmaction - INFO - Epoch [24][760/3757] lr: 1.000e-02, eta: 1 day, 17:41:07, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.9489 2021-01-29 15:37:04,422 - mmaction - INFO - Epoch [24][780/3757] lr: 1.000e-02, eta: 1 day, 17:40:38, time: 0.237, data_time: 0.002, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7523, loss_cls: 2.1817, loss: 2.1817, grad_norm: 3.9078 2021-01-29 15:37:09,893 - mmaction - INFO - Epoch [24][800/3757] lr: 1.000e-02, eta: 1 day, 17:40:11, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7195, loss_cls: 2.2946, loss: 2.2946, grad_norm: 3.8463 2021-01-29 15:37:15,387 - mmaction - INFO - Epoch [24][820/3757] lr: 1.000e-02, eta: 1 day, 17:39:44, time: 0.275, data_time: 0.004, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7227, loss_cls: 2.2487, loss: 2.2487, grad_norm: 3.9212 2021-01-29 15:37:20,998 - mmaction - INFO - Epoch [24][840/3757] lr: 1.000e-02, eta: 1 day, 17:39:18, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7023, loss_cls: 2.3311, loss: 2.3311, grad_norm: 3.9917 2021-01-29 15:37:26,230 - mmaction - INFO - Epoch [24][860/3757] lr: 1.000e-02, eta: 1 day, 17:38:50, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7320, loss_cls: 2.2657, loss: 2.2657, grad_norm: 3.8804 2021-01-29 15:37:31,338 - mmaction - INFO - Epoch [24][880/3757] lr: 1.000e-02, eta: 1 day, 17:38:23, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7211, loss_cls: 2.2687, loss: 2.2687, grad_norm: 3.8003 2021-01-29 15:37:37,179 - mmaction - INFO - Epoch [24][900/3757] lr: 1.000e-02, eta: 1 day, 17:37:57, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7297, loss_cls: 2.2454, loss: 2.2454, grad_norm: 4.1003 2021-01-29 15:37:42,640 - mmaction - INFO - Epoch [24][920/3757] lr: 1.000e-02, eta: 1 day, 17:37:30, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2069, loss: 2.2069, grad_norm: 3.8568 2021-01-29 15:37:47,796 - mmaction - INFO - Epoch [24][940/3757] lr: 1.000e-02, eta: 1 day, 17:37:03, time: 0.258, data_time: 0.003, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7383, loss_cls: 2.2205, loss: 2.2205, grad_norm: 3.9160 2021-01-29 15:37:53,659 - mmaction - INFO - Epoch [24][960/3757] lr: 1.000e-02, eta: 1 day, 17:36:37, time: 0.293, data_time: 0.004, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7203, loss_cls: 2.2749, loss: 2.2749, grad_norm: 3.9293 2021-01-29 15:37:59,221 - mmaction - INFO - Epoch [24][980/3757] lr: 1.000e-02, eta: 1 day, 17:36:11, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7258, loss_cls: 2.2743, loss: 2.2743, grad_norm: 3.9023 2021-01-29 15:38:04,816 - mmaction - INFO - Epoch [24][1000/3757] lr: 1.000e-02, eta: 1 day, 17:35:45, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7422, loss_cls: 2.1995, loss: 2.1995, grad_norm: 3.9593 2021-01-29 15:38:10,359 - mmaction - INFO - Epoch [24][1020/3757] lr: 1.000e-02, eta: 1 day, 17:35:19, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7359, loss_cls: 2.1730, loss: 2.1730, grad_norm: 3.8491 2021-01-29 15:38:15,598 - mmaction - INFO - Epoch [24][1040/3757] lr: 1.000e-02, eta: 1 day, 17:34:51, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3656, loss: 2.3656, grad_norm: 3.8843 2021-01-29 15:38:21,274 - mmaction - INFO - Epoch [24][1060/3757] lr: 1.000e-02, eta: 1 day, 17:34:25, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7203, loss_cls: 2.2615, loss: 2.2615, grad_norm: 3.9262 2021-01-29 15:38:27,021 - mmaction - INFO - Epoch [24][1080/3757] lr: 1.000e-02, eta: 1 day, 17:34:00, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.9940 2021-01-29 15:38:32,209 - mmaction - INFO - Epoch [24][1100/3757] lr: 1.000e-02, eta: 1 day, 17:33:32, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7492, loss_cls: 2.1723, loss: 2.1723, grad_norm: 4.0060 2021-01-29 15:38:38,115 - mmaction - INFO - Epoch [24][1120/3757] lr: 1.000e-02, eta: 1 day, 17:33:07, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7031, loss_cls: 2.3794, loss: 2.3794, grad_norm: 3.9212 2021-01-29 15:38:44,248 - mmaction - INFO - Epoch [24][1140/3757] lr: 1.000e-02, eta: 1 day, 17:32:43, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7211, loss_cls: 2.2612, loss: 2.2612, grad_norm: 3.8487 2021-01-29 15:38:49,812 - mmaction - INFO - Epoch [24][1160/3757] lr: 1.000e-02, eta: 1 day, 17:32:16, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7398, loss_cls: 2.1268, loss: 2.1268, grad_norm: 3.8359 2021-01-29 15:38:55,145 - mmaction - INFO - Epoch [24][1180/3757] lr: 1.000e-02, eta: 1 day, 17:31:49, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7141, loss_cls: 2.3220, loss: 2.3220, grad_norm: 3.9575 2021-01-29 15:39:00,626 - mmaction - INFO - Epoch [24][1200/3757] lr: 1.000e-02, eta: 1 day, 17:31:23, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7242, loss_cls: 2.2521, loss: 2.2521, grad_norm: 3.9182 2021-01-29 15:39:06,127 - mmaction - INFO - Epoch [24][1220/3757] lr: 1.000e-02, eta: 1 day, 17:30:57, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1490, loss: 2.1490, grad_norm: 3.8659 2021-01-29 15:39:12,708 - mmaction - INFO - Epoch [24][1240/3757] lr: 1.000e-02, eta: 1 day, 17:30:34, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.2487, loss: 2.2487, grad_norm: 3.9740 2021-01-29 15:39:17,764 - mmaction - INFO - Epoch [24][1260/3757] lr: 1.000e-02, eta: 1 day, 17:30:06, time: 0.253, data_time: 0.003, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.8682 2021-01-29 15:39:23,051 - mmaction - INFO - Epoch [24][1280/3757] lr: 1.000e-02, eta: 1 day, 17:29:39, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7344, loss_cls: 2.2158, loss: 2.2158, grad_norm: 3.8625 2021-01-29 15:39:28,778 - mmaction - INFO - Epoch [24][1300/3757] lr: 1.000e-02, eta: 1 day, 17:29:13, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7367, loss_cls: 2.2008, loss: 2.2008, grad_norm: 3.9748 2021-01-29 15:39:35,076 - mmaction - INFO - Epoch [24][1320/3757] lr: 1.000e-02, eta: 1 day, 17:28:49, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2802, loss: 2.2802, grad_norm: 3.8923 2021-01-29 15:39:40,427 - mmaction - INFO - Epoch [24][1340/3757] lr: 1.000e-02, eta: 1 day, 17:28:23, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.2545, loss: 2.2545, grad_norm: 3.8194 2021-01-29 15:39:46,070 - mmaction - INFO - Epoch [24][1360/3757] lr: 1.000e-02, eta: 1 day, 17:27:57, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7227, loss_cls: 2.2748, loss: 2.2748, grad_norm: 3.9251 2021-01-29 15:39:51,995 - mmaction - INFO - Epoch [24][1380/3757] lr: 1.000e-02, eta: 1 day, 17:27:32, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.1691, loss: 2.1691, grad_norm: 3.7783 2021-01-29 15:39:57,991 - mmaction - INFO - Epoch [24][1400/3757] lr: 1.000e-02, eta: 1 day, 17:27:07, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7195, loss_cls: 2.2781, loss: 2.2781, grad_norm: 3.9481 2021-01-29 15:40:03,581 - mmaction - INFO - Epoch [24][1420/3757] lr: 1.000e-02, eta: 1 day, 17:26:41, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.3491, loss: 2.3491, grad_norm: 3.8445 2021-01-29 15:40:09,757 - mmaction - INFO - Epoch [24][1440/3757] lr: 1.000e-02, eta: 1 day, 17:26:17, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2734, loss: 2.2734, grad_norm: 4.1698 2021-01-29 15:40:15,475 - mmaction - INFO - Epoch [24][1460/3757] lr: 1.000e-02, eta: 1 day, 17:25:51, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7086, loss_cls: 2.3856, loss: 2.3856, grad_norm: 3.7906 2021-01-29 15:40:21,417 - mmaction - INFO - Epoch [24][1480/3757] lr: 1.000e-02, eta: 1 day, 17:25:27, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2442, loss: 2.2442, grad_norm: 3.9183 2021-01-29 15:40:26,680 - mmaction - INFO - Epoch [24][1500/3757] lr: 1.000e-02, eta: 1 day, 17:24:59, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.2278, loss: 2.2278, grad_norm: 3.9722 2021-01-29 15:40:32,269 - mmaction - INFO - Epoch [24][1520/3757] lr: 1.000e-02, eta: 1 day, 17:24:33, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7211, loss_cls: 2.2420, loss: 2.2420, grad_norm: 3.9582 2021-01-29 15:40:37,765 - mmaction - INFO - Epoch [24][1540/3757] lr: 1.000e-02, eta: 1 day, 17:24:07, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7070, loss_cls: 2.3802, loss: 2.3802, grad_norm: 3.9061 2021-01-29 15:40:43,417 - mmaction - INFO - Epoch [24][1560/3757] lr: 1.000e-02, eta: 1 day, 17:23:41, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1216, loss: 2.1216, grad_norm: 3.9014 2021-01-29 15:40:49,697 - mmaction - INFO - Epoch [24][1580/3757] lr: 1.000e-02, eta: 1 day, 17:23:18, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7492, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.9224 2021-01-29 15:40:54,753 - mmaction - INFO - Epoch [24][1600/3757] lr: 1.000e-02, eta: 1 day, 17:22:50, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.1660, loss: 2.1660, grad_norm: 3.9411 2021-01-29 15:41:00,822 - mmaction - INFO - Epoch [24][1620/3757] lr: 1.000e-02, eta: 1 day, 17:22:26, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7266, loss_cls: 2.3018, loss: 2.3018, grad_norm: 4.0463 2021-01-29 15:41:06,440 - mmaction - INFO - Epoch [24][1640/3757] lr: 1.000e-02, eta: 1 day, 17:22:00, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.3184, loss: 2.3184, grad_norm: 3.9797 2021-01-29 15:41:11,643 - mmaction - INFO - Epoch [24][1660/3757] lr: 1.000e-02, eta: 1 day, 17:21:33, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7102, loss_cls: 2.3519, loss: 2.3519, grad_norm: 3.9304 2021-01-29 15:41:17,244 - mmaction - INFO - Epoch [24][1680/3757] lr: 1.000e-02, eta: 1 day, 17:21:07, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.1954, loss: 2.1954, grad_norm: 3.9919 2021-01-29 15:41:22,821 - mmaction - INFO - Epoch [24][1700/3757] lr: 1.000e-02, eta: 1 day, 17:20:41, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7070, loss_cls: 2.3058, loss: 2.3058, grad_norm: 3.7861 2021-01-29 15:41:28,659 - mmaction - INFO - Epoch [24][1720/3757] lr: 1.000e-02, eta: 1 day, 17:20:16, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2648, loss: 2.2648, grad_norm: 3.8055 2021-01-29 15:41:34,349 - mmaction - INFO - Epoch [24][1740/3757] lr: 1.000e-02, eta: 1 day, 17:19:50, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2371, loss: 2.2371, grad_norm: 3.8299 2021-01-29 15:41:40,219 - mmaction - INFO - Epoch [24][1760/3757] lr: 1.000e-02, eta: 1 day, 17:19:25, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7172, loss_cls: 2.2694, loss: 2.2694, grad_norm: 3.8456 2021-01-29 15:41:46,436 - mmaction - INFO - Epoch [24][1780/3757] lr: 1.000e-02, eta: 1 day, 17:19:01, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.1709, loss: 2.1709, grad_norm: 3.9119 2021-01-29 15:41:52,106 - mmaction - INFO - Epoch [24][1800/3757] lr: 1.000e-02, eta: 1 day, 17:18:36, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2231, loss: 2.2231, grad_norm: 3.9239 2021-01-29 15:41:57,684 - mmaction - INFO - Epoch [24][1820/3757] lr: 1.000e-02, eta: 1 day, 17:18:10, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7148, loss_cls: 2.3038, loss: 2.3038, grad_norm: 3.9414 2021-01-29 15:42:04,106 - mmaction - INFO - Epoch [24][1840/3757] lr: 1.000e-02, eta: 1 day, 17:17:47, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1700, loss: 2.1700, grad_norm: 3.8142 2021-01-29 15:42:09,551 - mmaction - INFO - Epoch [24][1860/3757] lr: 1.000e-02, eta: 1 day, 17:17:21, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1631, loss: 2.1631, grad_norm: 3.9460 2021-01-29 15:42:14,687 - mmaction - INFO - Epoch [24][1880/3757] lr: 1.000e-02, eta: 1 day, 17:16:53, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7422, loss_cls: 2.1581, loss: 2.1581, grad_norm: 3.7800 2021-01-29 15:42:20,884 - mmaction - INFO - Epoch [24][1900/3757] lr: 1.000e-02, eta: 1 day, 17:16:29, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7102, loss_cls: 2.3422, loss: 2.3422, grad_norm: 3.9101 2021-01-29 15:42:26,340 - mmaction - INFO - Epoch [24][1920/3757] lr: 1.000e-02, eta: 1 day, 17:16:03, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2469, loss: 2.2469, grad_norm: 3.7875 2021-01-29 15:42:32,427 - mmaction - INFO - Epoch [24][1940/3757] lr: 1.000e-02, eta: 1 day, 17:15:39, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.2003, loss: 2.2003, grad_norm: 4.0000 2021-01-29 15:42:39,108 - mmaction - INFO - Epoch [24][1960/3757] lr: 1.000e-02, eta: 1 day, 17:15:17, time: 0.335, data_time: 0.002, memory: 3385, top1_acc: 0.4391, top5_acc: 0.7000, loss_cls: 2.3587, loss: 2.3587, grad_norm: 3.9590 2021-01-29 15:42:44,975 - mmaction - INFO - Epoch [24][1980/3757] lr: 1.000e-02, eta: 1 day, 17:14:52, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1497, loss: 2.1497, grad_norm: 3.8934 2021-01-29 15:42:50,830 - mmaction - INFO - Epoch [24][2000/3757] lr: 1.000e-02, eta: 1 day, 17:14:27, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7328, loss_cls: 2.2609, loss: 2.2609, grad_norm: 4.0312 2021-01-29 15:42:56,032 - mmaction - INFO - Epoch [24][2020/3757] lr: 1.000e-02, eta: 1 day, 17:14:00, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.3030, loss: 2.3030, grad_norm: 3.8830 2021-01-29 15:43:01,471 - mmaction - INFO - Epoch [24][2040/3757] lr: 1.000e-02, eta: 1 day, 17:13:34, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7156, loss_cls: 2.2880, loss: 2.2880, grad_norm: 3.8423 2021-01-29 15:43:07,304 - mmaction - INFO - Epoch [24][2060/3757] lr: 1.000e-02, eta: 1 day, 17:13:09, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7195, loss_cls: 2.2921, loss: 2.2921, grad_norm: 4.0385 2021-01-29 15:43:13,004 - mmaction - INFO - Epoch [24][2080/3757] lr: 1.000e-02, eta: 1 day, 17:12:43, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7359, loss_cls: 2.2186, loss: 2.2186, grad_norm: 3.9528 2021-01-29 15:43:18,605 - mmaction - INFO - Epoch [24][2100/3757] lr: 1.000e-02, eta: 1 day, 17:12:18, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7172, loss_cls: 2.2676, loss: 2.2676, grad_norm: 4.0161 2021-01-29 15:43:24,401 - mmaction - INFO - Epoch [24][2120/3757] lr: 1.000e-02, eta: 1 day, 17:11:53, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7195, loss_cls: 2.2331, loss: 2.2331, grad_norm: 3.8797 2021-01-29 15:43:30,215 - mmaction - INFO - Epoch [24][2140/3757] lr: 1.000e-02, eta: 1 day, 17:11:28, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7414, loss_cls: 2.1918, loss: 2.1918, grad_norm: 3.8858 2021-01-29 15:43:36,522 - mmaction - INFO - Epoch [24][2160/3757] lr: 1.000e-02, eta: 1 day, 17:11:04, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2350, loss: 2.2350, grad_norm: 4.0406 2021-01-29 15:43:42,586 - mmaction - INFO - Epoch [24][2180/3757] lr: 1.000e-02, eta: 1 day, 17:10:40, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7234, loss_cls: 2.2515, loss: 2.2515, grad_norm: 3.8305 2021-01-29 15:43:48,043 - mmaction - INFO - Epoch [24][2200/3757] lr: 1.000e-02, eta: 1 day, 17:10:14, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7117, loss_cls: 2.3257, loss: 2.3257, grad_norm: 4.0874 2021-01-29 15:43:53,408 - mmaction - INFO - Epoch [24][2220/3757] lr: 1.000e-02, eta: 1 day, 17:09:48, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2576, loss: 2.2576, grad_norm: 3.7624 2021-01-29 15:43:59,100 - mmaction - INFO - Epoch [24][2240/3757] lr: 1.000e-02, eta: 1 day, 17:09:22, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3098, loss: 2.3098, grad_norm: 3.9495 2021-01-29 15:44:05,831 - mmaction - INFO - Epoch [24][2260/3757] lr: 1.000e-02, eta: 1 day, 17:09:01, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.7070, loss_cls: 2.3852, loss: 2.3852, grad_norm: 3.7721 2021-01-29 15:44:11,714 - mmaction - INFO - Epoch [24][2280/3757] lr: 1.000e-02, eta: 1 day, 17:08:36, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.3118, loss: 2.3118, grad_norm: 3.9206 2021-01-29 15:44:17,479 - mmaction - INFO - Epoch [24][2300/3757] lr: 1.000e-02, eta: 1 day, 17:08:11, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7430, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.9193 2021-01-29 15:44:23,421 - mmaction - INFO - Epoch [24][2320/3757] lr: 1.000e-02, eta: 1 day, 17:07:46, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7297, loss_cls: 2.2801, loss: 2.2801, grad_norm: 3.8484 2021-01-29 15:44:29,296 - mmaction - INFO - Epoch [24][2340/3757] lr: 1.000e-02, eta: 1 day, 17:07:22, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7195, loss_cls: 2.2498, loss: 2.2498, grad_norm: 3.8487 2021-01-29 15:44:35,455 - mmaction - INFO - Epoch [24][2360/3757] lr: 1.000e-02, eta: 1 day, 17:06:58, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.2344, loss: 2.2344, grad_norm: 3.7582 2021-01-29 15:44:41,594 - mmaction - INFO - Epoch [24][2380/3757] lr: 1.000e-02, eta: 1 day, 17:06:34, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.8772 2021-01-29 15:44:46,420 - mmaction - INFO - Epoch [24][2400/3757] lr: 1.000e-02, eta: 1 day, 17:06:06, time: 0.242, data_time: 0.002, memory: 3385, top1_acc: 0.4430, top5_acc: 0.7164, loss_cls: 2.3409, loss: 2.3409, grad_norm: 3.8832 2021-01-29 15:44:52,279 - mmaction - INFO - Epoch [24][2420/3757] lr: 1.000e-02, eta: 1 day, 17:05:41, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7086, loss_cls: 2.2990, loss: 2.2990, grad_norm: 3.8684 2021-01-29 15:44:57,907 - mmaction - INFO - Epoch [24][2440/3757] lr: 1.000e-02, eta: 1 day, 17:05:16, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2797, loss: 2.2797, grad_norm: 3.7897 2021-01-29 15:45:04,191 - mmaction - INFO - Epoch [24][2460/3757] lr: 1.000e-02, eta: 1 day, 17:04:52, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7008, loss_cls: 2.3894, loss: 2.3894, grad_norm: 3.9338 2021-01-29 15:45:10,142 - mmaction - INFO - Epoch [24][2480/3757] lr: 1.000e-02, eta: 1 day, 17:04:28, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.8150 2021-01-29 15:45:16,218 - mmaction - INFO - Epoch [24][2500/3757] lr: 1.000e-02, eta: 1 day, 17:04:04, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.2565, loss: 2.2565, grad_norm: 3.8109 2021-01-29 15:45:22,480 - mmaction - INFO - Epoch [24][2520/3757] lr: 1.000e-02, eta: 1 day, 17:03:41, time: 0.313, data_time: 0.003, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7258, loss_cls: 2.2342, loss: 2.2342, grad_norm: 3.8816 2021-01-29 15:45:28,559 - mmaction - INFO - Epoch [24][2540/3757] lr: 1.000e-02, eta: 1 day, 17:03:17, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7031, loss_cls: 2.3784, loss: 2.3784, grad_norm: 3.8880 2021-01-29 15:45:33,990 - mmaction - INFO - Epoch [24][2560/3757] lr: 1.000e-02, eta: 1 day, 17:02:51, time: 0.271, data_time: 0.003, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7078, loss_cls: 2.3329, loss: 2.3329, grad_norm: 3.9126 2021-01-29 15:45:39,832 - mmaction - INFO - Epoch [24][2580/3757] lr: 1.000e-02, eta: 1 day, 17:02:26, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7258, loss_cls: 2.3148, loss: 2.3148, grad_norm: 4.5403 2021-01-29 15:45:45,727 - mmaction - INFO - Epoch [24][2600/3757] lr: 1.000e-02, eta: 1 day, 17:02:02, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.8399 2021-01-29 15:45:51,697 - mmaction - INFO - Epoch [24][2620/3757] lr: 1.000e-02, eta: 1 day, 17:01:37, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7406, loss_cls: 2.2192, loss: 2.2192, grad_norm: 3.9820 2021-01-29 15:45:56,843 - mmaction - INFO - Epoch [24][2640/3757] lr: 1.000e-02, eta: 1 day, 17:01:10, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.2370, loss: 2.2370, grad_norm: 3.8175 2021-01-29 15:46:02,986 - mmaction - INFO - Epoch [24][2660/3757] lr: 1.000e-02, eta: 1 day, 17:00:47, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7211, loss_cls: 2.2551, loss: 2.2551, grad_norm: 3.8086 2021-01-29 15:46:08,653 - mmaction - INFO - Epoch [24][2680/3757] lr: 1.000e-02, eta: 1 day, 17:00:21, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7453, loss_cls: 2.2361, loss: 2.2361, grad_norm: 3.8797 2021-01-29 15:46:14,487 - mmaction - INFO - Epoch [24][2700/3757] lr: 1.000e-02, eta: 1 day, 16:59:57, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.6992, loss_cls: 2.3656, loss: 2.3656, grad_norm: 3.9263 2021-01-29 15:46:20,733 - mmaction - INFO - Epoch [24][2720/3757] lr: 1.000e-02, eta: 1 day, 16:59:33, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7258, loss_cls: 2.2844, loss: 2.2844, grad_norm: 3.9060 2021-01-29 15:46:26,365 - mmaction - INFO - Epoch [24][2740/3757] lr: 1.000e-02, eta: 1 day, 16:59:08, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1779, loss: 2.1779, grad_norm: 3.8742 2021-01-29 15:46:32,389 - mmaction - INFO - Epoch [24][2760/3757] lr: 1.000e-02, eta: 1 day, 16:58:44, time: 0.301, data_time: 0.004, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2503, loss: 2.2503, grad_norm: 3.8575 2021-01-29 15:46:38,287 - mmaction - INFO - Epoch [24][2780/3757] lr: 1.000e-02, eta: 1 day, 16:58:20, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7109, loss_cls: 2.3118, loss: 2.3118, grad_norm: 4.0128 2021-01-29 15:46:43,779 - mmaction - INFO - Epoch [24][2800/3757] lr: 1.000e-02, eta: 1 day, 16:57:54, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7063, loss_cls: 2.3092, loss: 2.3092, grad_norm: 3.8359 2021-01-29 15:46:49,709 - mmaction - INFO - Epoch [24][2820/3757] lr: 1.000e-02, eta: 1 day, 16:57:30, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7406, loss_cls: 2.1958, loss: 2.1958, grad_norm: 3.9107 2021-01-29 15:46:55,521 - mmaction - INFO - Epoch [24][2840/3757] lr: 1.000e-02, eta: 1 day, 16:57:05, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.4430, top5_acc: 0.7008, loss_cls: 2.3637, loss: 2.3637, grad_norm: 4.1449 2021-01-29 15:47:01,018 - mmaction - INFO - Epoch [24][2860/3757] lr: 1.000e-02, eta: 1 day, 16:56:39, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7063, loss_cls: 2.3139, loss: 2.3139, grad_norm: 3.8802 2021-01-29 15:47:06,924 - mmaction - INFO - Epoch [24][2880/3757] lr: 1.000e-02, eta: 1 day, 16:56:15, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7211, loss_cls: 2.2262, loss: 2.2262, grad_norm: 3.8992 2021-01-29 15:47:12,732 - mmaction - INFO - Epoch [24][2900/3757] lr: 1.000e-02, eta: 1 day, 16:55:50, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7039, loss_cls: 2.3297, loss: 2.3297, grad_norm: 3.7307 2021-01-29 15:47:18,546 - mmaction - INFO - Epoch [24][2920/3757] lr: 1.000e-02, eta: 1 day, 16:55:26, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.1871, loss: 2.1871, grad_norm: 3.8938 2021-01-29 15:47:23,926 - mmaction - INFO - Epoch [24][2940/3757] lr: 1.000e-02, eta: 1 day, 16:55:00, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2014, loss: 2.2014, grad_norm: 4.0053 2021-01-29 15:47:29,310 - mmaction - INFO - Epoch [24][2960/3757] lr: 1.000e-02, eta: 1 day, 16:54:34, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.9305 2021-01-29 15:47:34,659 - mmaction - INFO - Epoch [24][2980/3757] lr: 1.000e-02, eta: 1 day, 16:54:08, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7320, loss_cls: 2.2324, loss: 2.2324, grad_norm: 3.8398 2021-01-29 15:47:40,510 - mmaction - INFO - Epoch [24][3000/3757] lr: 1.000e-02, eta: 1 day, 16:53:43, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7258, loss_cls: 2.2761, loss: 2.2761, grad_norm: 3.8865 2021-01-29 15:47:45,722 - mmaction - INFO - Epoch [24][3020/3757] lr: 1.000e-02, eta: 1 day, 16:53:17, time: 0.266, data_time: 0.006, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7242, loss_cls: 2.2247, loss: 2.2247, grad_norm: 3.7272 2021-01-29 15:47:51,811 - mmaction - INFO - Epoch [24][3040/3757] lr: 1.000e-02, eta: 1 day, 16:52:53, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7063, loss_cls: 2.3234, loss: 2.3234, grad_norm: 3.8244 2021-01-29 15:47:57,536 - mmaction - INFO - Epoch [24][3060/3757] lr: 1.000e-02, eta: 1 day, 16:52:28, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7219, loss_cls: 2.2848, loss: 2.2848, grad_norm: 3.9068 2021-01-29 15:48:03,844 - mmaction - INFO - Epoch [24][3080/3757] lr: 1.000e-02, eta: 1 day, 16:52:05, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7023, loss_cls: 2.3862, loss: 2.3862, grad_norm: 3.8204 2021-01-29 15:48:09,947 - mmaction - INFO - Epoch [24][3100/3757] lr: 1.000e-02, eta: 1 day, 16:51:41, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.3147, loss: 2.3147, grad_norm: 3.9400 2021-01-29 15:48:16,460 - mmaction - INFO - Epoch [24][3120/3757] lr: 1.000e-02, eta: 1 day, 16:51:19, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7133, loss_cls: 2.2949, loss: 2.2949, grad_norm: 3.8609 2021-01-29 15:48:21,743 - mmaction - INFO - Epoch [24][3140/3757] lr: 1.000e-02, eta: 1 day, 16:50:53, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7297, loss_cls: 2.2275, loss: 2.2275, grad_norm: 3.7770 2021-01-29 15:48:28,031 - mmaction - INFO - Epoch [24][3160/3757] lr: 1.000e-02, eta: 1 day, 16:50:30, time: 0.314, data_time: 0.000, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.3248, loss: 2.3248, grad_norm: 3.9455 2021-01-29 15:48:33,884 - mmaction - INFO - Epoch [24][3180/3757] lr: 1.000e-02, eta: 1 day, 16:50:05, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.9110 2021-01-29 15:48:38,879 - mmaction - INFO - Epoch [24][3200/3757] lr: 1.000e-02, eta: 1 day, 16:49:38, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.2451, loss: 2.2451, grad_norm: 3.8766 2021-01-29 15:48:44,741 - mmaction - INFO - Epoch [24][3220/3757] lr: 1.000e-02, eta: 1 day, 16:49:14, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2623, loss: 2.2623, grad_norm: 3.7950 2021-01-29 15:48:50,541 - mmaction - INFO - Epoch [24][3240/3757] lr: 1.000e-02, eta: 1 day, 16:48:49, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.7523 2021-01-29 15:48:56,630 - mmaction - INFO - Epoch [24][3260/3757] lr: 1.000e-02, eta: 1 day, 16:48:26, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2527, loss: 2.2527, grad_norm: 3.8953 2021-01-29 15:49:02,797 - mmaction - INFO - Epoch [24][3280/3757] lr: 1.000e-02, eta: 1 day, 16:48:02, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7336, loss_cls: 2.2338, loss: 2.2338, grad_norm: 3.8787 2021-01-29 15:49:08,658 - mmaction - INFO - Epoch [24][3300/3757] lr: 1.000e-02, eta: 1 day, 16:47:38, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7250, loss_cls: 2.2677, loss: 2.2677, grad_norm: 3.7824 2021-01-29 15:49:14,226 - mmaction - INFO - Epoch [24][3320/3757] lr: 1.000e-02, eta: 1 day, 16:47:13, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.2386, loss: 2.2386, grad_norm: 3.8030 2021-01-29 15:49:19,472 - mmaction - INFO - Epoch [24][3340/3757] lr: 1.000e-02, eta: 1 day, 16:46:46, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7320, loss_cls: 2.2364, loss: 2.2364, grad_norm: 3.8765 2021-01-29 15:49:25,426 - mmaction - INFO - Epoch [24][3360/3757] lr: 1.000e-02, eta: 1 day, 16:46:22, time: 0.298, data_time: 0.000, memory: 3385, top1_acc: 0.4695, top5_acc: 0.6977, loss_cls: 2.3717, loss: 2.3717, grad_norm: 3.9880 2021-01-29 15:49:31,063 - mmaction - INFO - Epoch [24][3380/3757] lr: 1.000e-02, eta: 1 day, 16:45:57, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7211, loss_cls: 2.2505, loss: 2.2505, grad_norm: 3.7839 2021-01-29 15:49:37,311 - mmaction - INFO - Epoch [24][3400/3757] lr: 1.000e-02, eta: 1 day, 16:45:34, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7125, loss_cls: 2.3222, loss: 2.3222, grad_norm: 3.9315 2021-01-29 15:49:42,270 - mmaction - INFO - Epoch [24][3420/3757] lr: 1.000e-02, eta: 1 day, 16:45:07, time: 0.248, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7211, loss_cls: 2.2639, loss: 2.2639, grad_norm: 3.8122 2021-01-29 15:49:48,253 - mmaction - INFO - Epoch [24][3440/3757] lr: 1.000e-02, eta: 1 day, 16:44:43, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7273, loss_cls: 2.2635, loss: 2.2635, grad_norm: 3.8891 2021-01-29 15:49:53,637 - mmaction - INFO - Epoch [24][3460/3757] lr: 1.000e-02, eta: 1 day, 16:44:18, time: 0.269, data_time: 0.005, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7211, loss_cls: 2.2771, loss: 2.2771, grad_norm: 3.9256 2021-01-29 15:49:59,734 - mmaction - INFO - Epoch [24][3480/3757] lr: 1.000e-02, eta: 1 day, 16:43:54, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7336, loss_cls: 2.1962, loss: 2.1962, grad_norm: 3.8632 2021-01-29 15:50:05,118 - mmaction - INFO - Epoch [24][3500/3757] lr: 1.000e-02, eta: 1 day, 16:43:28, time: 0.269, data_time: 0.003, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.2695, loss: 2.2695, grad_norm: 3.8785 2021-01-29 15:50:10,669 - mmaction - INFO - Epoch [24][3520/3757] lr: 1.000e-02, eta: 1 day, 16:43:03, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7188, loss_cls: 2.2868, loss: 2.2868, grad_norm: 3.7091 2021-01-29 15:50:16,240 - mmaction - INFO - Epoch [24][3540/3757] lr: 1.000e-02, eta: 1 day, 16:42:38, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7164, loss_cls: 2.3245, loss: 2.3245, grad_norm: 3.8789 2021-01-29 15:50:22,104 - mmaction - INFO - Epoch [24][3560/3757] lr: 1.000e-02, eta: 1 day, 16:42:14, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.8007 2021-01-29 15:50:28,272 - mmaction - INFO - Epoch [24][3580/3757] lr: 1.000e-02, eta: 1 day, 16:41:50, time: 0.309, data_time: 0.005, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7070, loss_cls: 2.3442, loss: 2.3442, grad_norm: 4.0826 2021-01-29 15:50:34,567 - mmaction - INFO - Epoch [24][3600/3757] lr: 1.000e-02, eta: 1 day, 16:41:28, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7086, loss_cls: 2.3201, loss: 2.3201, grad_norm: 3.7523 2021-01-29 15:50:39,969 - mmaction - INFO - Epoch [24][3620/3757] lr: 1.000e-02, eta: 1 day, 16:41:02, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7273, loss_cls: 2.2516, loss: 2.2516, grad_norm: 3.7491 2021-01-29 15:50:45,973 - mmaction - INFO - Epoch [24][3640/3757] lr: 1.000e-02, eta: 1 day, 16:40:38, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7359, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.7528 2021-01-29 15:50:52,003 - mmaction - INFO - Epoch [24][3660/3757] lr: 1.000e-02, eta: 1 day, 16:40:15, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7453, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.9355 2021-01-29 15:50:57,547 - mmaction - INFO - Epoch [24][3680/3757] lr: 1.000e-02, eta: 1 day, 16:39:49, time: 0.277, data_time: 0.000, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7203, loss_cls: 2.2622, loss: 2.2622, grad_norm: 3.8377 2021-01-29 15:51:03,069 - mmaction - INFO - Epoch [24][3700/3757] lr: 1.000e-02, eta: 1 day, 16:39:24, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.3716, loss: 2.3716, grad_norm: 3.8976 2021-01-29 15:51:08,759 - mmaction - INFO - Epoch [24][3720/3757] lr: 1.000e-02, eta: 1 day, 16:38:59, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7250, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.8260 2021-01-29 15:51:14,700 - mmaction - INFO - Epoch [24][3740/3757] lr: 1.000e-02, eta: 1 day, 16:38:36, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2323, loss: 2.2323, grad_norm: 3.7852 2021-01-29 15:51:45,111 - mmaction - INFO - Saving checkpoint at 24 epochs 2021-01-29 16:07:17,220 - mmaction - INFO - Epoch [25][20/3757] lr: 1.000e-02, eta: 1 day, 17:26:26, time: 46.579, data_time: 45.982, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7086, loss_cls: 2.3394, loss: 2.3394, grad_norm: 3.9124 2021-01-29 16:07:21,380 - mmaction - INFO - Epoch [25][40/3757] lr: 1.000e-02, eta: 1 day, 17:25:56, time: 0.221, data_time: 0.015, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.1880, loss: 2.1880, grad_norm: 3.7577 2021-01-29 16:07:25,506 - mmaction - INFO - Epoch [25][60/3757] lr: 1.000e-02, eta: 1 day, 17:25:26, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.2522, loss: 2.2522, grad_norm: 3.9076 2021-01-29 16:07:29,716 - mmaction - INFO - Epoch [25][80/3757] lr: 1.000e-02, eta: 1 day, 17:24:56, time: 0.210, data_time: 0.004, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7555, loss_cls: 2.1264, loss: 2.1264, grad_norm: 3.9226 2021-01-29 16:07:33,900 - mmaction - INFO - Epoch [25][100/3757] lr: 1.000e-02, eta: 1 day, 17:24:25, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7320, loss_cls: 2.3051, loss: 2.3051, grad_norm: 3.9074 2021-01-29 16:07:38,029 - mmaction - INFO - Epoch [25][120/3757] lr: 1.000e-02, eta: 1 day, 17:23:55, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.2489, loss: 2.2489, grad_norm: 3.9233 2021-01-29 16:07:42,306 - mmaction - INFO - Epoch [25][140/3757] lr: 1.000e-02, eta: 1 day, 17:23:25, time: 0.214, data_time: 0.004, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7172, loss_cls: 2.2713, loss: 2.2713, grad_norm: 3.7366 2021-01-29 16:07:46,469 - mmaction - INFO - Epoch [25][160/3757] lr: 1.000e-02, eta: 1 day, 17:22:55, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7445, loss_cls: 2.2349, loss: 2.2349, grad_norm: 3.8240 2021-01-29 16:07:50,641 - mmaction - INFO - Epoch [25][180/3757] lr: 1.000e-02, eta: 1 day, 17:22:24, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1603, loss: 2.1603, grad_norm: 3.8782 2021-01-29 16:07:54,835 - mmaction - INFO - Epoch [25][200/3757] lr: 1.000e-02, eta: 1 day, 17:21:54, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.1524, loss: 2.1524, grad_norm: 3.8558 2021-01-29 16:07:59,002 - mmaction - INFO - Epoch [25][220/3757] lr: 1.000e-02, eta: 1 day, 17:21:24, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7055, loss_cls: 2.3892, loss: 2.3892, grad_norm: 3.9000 2021-01-29 16:08:03,203 - mmaction - INFO - Epoch [25][240/3757] lr: 1.000e-02, eta: 1 day, 17:20:54, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1745, loss: 2.1745, grad_norm: 3.7429 2021-01-29 16:08:07,393 - mmaction - INFO - Epoch [25][260/3757] lr: 1.000e-02, eta: 1 day, 17:20:24, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.1614, loss: 2.1614, grad_norm: 3.8753 2021-01-29 16:08:11,677 - mmaction - INFO - Epoch [25][280/3757] lr: 1.000e-02, eta: 1 day, 17:19:54, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.1476, loss: 2.1476, grad_norm: 3.7909 2021-01-29 16:08:15,901 - mmaction - INFO - Epoch [25][300/3757] lr: 1.000e-02, eta: 1 day, 17:19:24, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7273, loss_cls: 2.2252, loss: 2.2252, grad_norm: 4.0691 2021-01-29 16:08:20,131 - mmaction - INFO - Epoch [25][320/3757] lr: 1.000e-02, eta: 1 day, 17:18:54, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7055, loss_cls: 2.3374, loss: 2.3374, grad_norm: 3.8555 2021-01-29 16:08:24,553 - mmaction - INFO - Epoch [25][340/3757] lr: 1.000e-02, eta: 1 day, 17:18:25, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.7504 2021-01-29 16:08:28,736 - mmaction - INFO - Epoch [25][360/3757] lr: 1.000e-02, eta: 1 day, 17:17:55, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7242, loss_cls: 2.2395, loss: 2.2395, grad_norm: 4.0557 2021-01-29 16:08:33,041 - mmaction - INFO - Epoch [25][380/3757] lr: 1.000e-02, eta: 1 day, 17:17:25, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7180, loss_cls: 2.2584, loss: 2.2584, grad_norm: 4.0322 2021-01-29 16:08:37,351 - mmaction - INFO - Epoch [25][400/3757] lr: 1.000e-02, eta: 1 day, 17:16:55, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.1708, loss: 2.1708, grad_norm: 3.7990 2021-01-29 16:08:41,798 - mmaction - INFO - Epoch [25][420/3757] lr: 1.000e-02, eta: 1 day, 17:16:26, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7086, loss_cls: 2.3320, loss: 2.3320, grad_norm: 5.7979 2021-01-29 16:08:46,063 - mmaction - INFO - Epoch [25][440/3757] lr: 1.000e-02, eta: 1 day, 17:15:56, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.2554, loss: 2.2554, grad_norm: 4.0313 2021-01-29 16:08:50,513 - mmaction - INFO - Epoch [25][460/3757] lr: 1.000e-02, eta: 1 day, 17:15:27, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.2314, loss: 2.2314, grad_norm: 3.9071 2021-01-29 16:08:55,178 - mmaction - INFO - Epoch [25][480/3757] lr: 1.000e-02, eta: 1 day, 17:14:58, time: 0.233, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.2719, loss: 2.2719, grad_norm: 3.9489 2021-01-29 16:08:59,901 - mmaction - INFO - Epoch [25][500/3757] lr: 1.000e-02, eta: 1 day, 17:14:30, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7336, loss_cls: 2.2476, loss: 2.2476, grad_norm: 3.9722 2021-01-29 16:09:04,473 - mmaction - INFO - Epoch [25][520/3757] lr: 1.000e-02, eta: 1 day, 17:14:01, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.9368 2021-01-29 16:09:08,905 - mmaction - INFO - Epoch [25][540/3757] lr: 1.000e-02, eta: 1 day, 17:13:32, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.1889, loss: 2.1889, grad_norm: 4.0055 2021-01-29 16:09:13,829 - mmaction - INFO - Epoch [25][560/3757] lr: 1.000e-02, eta: 1 day, 17:13:04, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7242, loss_cls: 2.2893, loss: 2.2893, grad_norm: 4.0552 2021-01-29 16:09:18,773 - mmaction - INFO - Epoch [25][580/3757] lr: 1.000e-02, eta: 1 day, 17:12:37, time: 0.247, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2241, loss: 2.2241, grad_norm: 4.0214 2021-01-29 16:09:23,348 - mmaction - INFO - Epoch [25][600/3757] lr: 1.000e-02, eta: 1 day, 17:12:08, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2663, loss: 2.2663, grad_norm: 3.8789 2021-01-29 16:09:28,498 - mmaction - INFO - Epoch [25][620/3757] lr: 1.000e-02, eta: 1 day, 17:11:41, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7516, loss_cls: 2.1283, loss: 2.1283, grad_norm: 3.9107 2021-01-29 16:09:33,322 - mmaction - INFO - Epoch [25][640/3757] lr: 1.000e-02, eta: 1 day, 17:11:13, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.2097, loss: 2.2097, grad_norm: 3.9308 2021-01-29 16:09:38,932 - mmaction - INFO - Epoch [25][660/3757] lr: 1.000e-02, eta: 1 day, 17:10:48, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.2315, loss: 2.2315, grad_norm: 3.9165 2021-01-29 16:09:44,166 - mmaction - INFO - Epoch [25][680/3757] lr: 1.000e-02, eta: 1 day, 17:10:21, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7234, loss_cls: 2.1914, loss: 2.1914, grad_norm: 3.7854 2021-01-29 16:09:49,423 - mmaction - INFO - Epoch [25][700/3757] lr: 1.000e-02, eta: 1 day, 17:09:55, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7125, loss_cls: 2.2969, loss: 2.2969, grad_norm: 3.8869 2021-01-29 16:09:54,936 - mmaction - INFO - Epoch [25][720/3757] lr: 1.000e-02, eta: 1 day, 17:09:29, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7477, loss_cls: 2.2056, loss: 2.2056, grad_norm: 3.9199 2021-01-29 16:10:00,229 - mmaction - INFO - Epoch [25][740/3757] lr: 1.000e-02, eta: 1 day, 17:09:02, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2107, loss: 2.2107, grad_norm: 3.8370 2021-01-29 16:10:05,748 - mmaction - INFO - Epoch [25][760/3757] lr: 1.000e-02, eta: 1 day, 17:08:37, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7164, loss_cls: 2.2871, loss: 2.2871, grad_norm: 3.9612 2021-01-29 16:10:10,439 - mmaction - INFO - Epoch [25][780/3757] lr: 1.000e-02, eta: 1 day, 17:08:08, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7312, loss_cls: 2.2152, loss: 2.2152, grad_norm: 3.9248 2021-01-29 16:10:15,725 - mmaction - INFO - Epoch [25][800/3757] lr: 1.000e-02, eta: 1 day, 17:07:42, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7438, loss_cls: 2.2102, loss: 2.2102, grad_norm: 4.0558 2021-01-29 16:10:20,981 - mmaction - INFO - Epoch [25][820/3757] lr: 1.000e-02, eta: 1 day, 17:07:16, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7484, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.9393 2021-01-29 16:10:25,822 - mmaction - INFO - Epoch [25][840/3757] lr: 1.000e-02, eta: 1 day, 17:06:48, time: 0.242, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7289, loss_cls: 2.2630, loss: 2.2630, grad_norm: 3.8782 2021-01-29 16:10:30,364 - mmaction - INFO - Epoch [25][860/3757] lr: 1.000e-02, eta: 1 day, 17:06:19, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7125, loss_cls: 2.2812, loss: 2.2812, grad_norm: 3.8314 2021-01-29 16:10:35,801 - mmaction - INFO - Epoch [25][880/3757] lr: 1.000e-02, eta: 1 day, 17:05:53, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1424, loss: 2.1424, grad_norm: 3.8367 2021-01-29 16:10:41,415 - mmaction - INFO - Epoch [25][900/3757] lr: 1.000e-02, eta: 1 day, 17:05:28, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.9326 2021-01-29 16:10:46,823 - mmaction - INFO - Epoch [25][920/3757] lr: 1.000e-02, eta: 1 day, 17:05:02, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.2378, loss: 2.2378, grad_norm: 3.9334 2021-01-29 16:10:52,171 - mmaction - INFO - Epoch [25][940/3757] lr: 1.000e-02, eta: 1 day, 17:04:36, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2758, loss: 2.2758, grad_norm: 3.7950 2021-01-29 16:10:58,092 - mmaction - INFO - Epoch [25][960/3757] lr: 1.000e-02, eta: 1 day, 17:04:11, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7414, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.8851 2021-01-29 16:11:03,341 - mmaction - INFO - Epoch [25][980/3757] lr: 1.000e-02, eta: 1 day, 17:03:45, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2554, loss: 2.2554, grad_norm: 4.0044 2021-01-29 16:11:09,443 - mmaction - INFO - Epoch [25][1000/3757] lr: 1.000e-02, eta: 1 day, 17:03:21, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.2108, loss: 2.2108, grad_norm: 3.8288 2021-01-29 16:11:15,189 - mmaction - INFO - Epoch [25][1020/3757] lr: 1.000e-02, eta: 1 day, 17:02:56, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7211, loss_cls: 2.2874, loss: 2.2874, grad_norm: 3.8356 2021-01-29 16:11:20,840 - mmaction - INFO - Epoch [25][1040/3757] lr: 1.000e-02, eta: 1 day, 17:02:31, time: 0.283, data_time: 0.000, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7273, loss_cls: 2.2238, loss: 2.2238, grad_norm: 3.8984 2021-01-29 16:11:26,051 - mmaction - INFO - Epoch [25][1060/3757] lr: 1.000e-02, eta: 1 day, 17:02:04, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7117, loss_cls: 2.3043, loss: 2.3043, grad_norm: 4.0063 2021-01-29 16:11:31,104 - mmaction - INFO - Epoch [25][1080/3757] lr: 1.000e-02, eta: 1 day, 17:01:37, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.1468, loss: 2.1468, grad_norm: 3.7598 2021-01-29 16:11:37,353 - mmaction - INFO - Epoch [25][1100/3757] lr: 1.000e-02, eta: 1 day, 17:01:14, time: 0.312, data_time: 0.019, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7453, loss_cls: 2.2019, loss: 2.2019, grad_norm: 3.8690 2021-01-29 16:11:42,710 - mmaction - INFO - Epoch [25][1120/3757] lr: 1.000e-02, eta: 1 day, 17:00:48, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.2393, loss: 2.2393, grad_norm: 3.9189 2021-01-29 16:11:48,023 - mmaction - INFO - Epoch [25][1140/3757] lr: 1.000e-02, eta: 1 day, 17:00:22, time: 0.265, data_time: 0.004, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7211, loss_cls: 2.2453, loss: 2.2453, grad_norm: 3.7583 2021-01-29 16:11:53,870 - mmaction - INFO - Epoch [25][1160/3757] lr: 1.000e-02, eta: 1 day, 16:59:58, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2629, loss: 2.2629, grad_norm: 3.9495 2021-01-29 16:11:59,849 - mmaction - INFO - Epoch [25][1180/3757] lr: 1.000e-02, eta: 1 day, 16:59:33, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.1720, loss: 2.1720, grad_norm: 3.8147 2021-01-29 16:12:05,096 - mmaction - INFO - Epoch [25][1200/3757] lr: 1.000e-02, eta: 1 day, 16:59:07, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.1142, loss: 2.1142, grad_norm: 3.7038 2021-01-29 16:12:10,990 - mmaction - INFO - Epoch [25][1220/3757] lr: 1.000e-02, eta: 1 day, 16:58:43, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2042, loss: 2.2042, grad_norm: 4.0047 2021-01-29 16:12:17,266 - mmaction - INFO - Epoch [25][1240/3757] lr: 1.000e-02, eta: 1 day, 16:58:20, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7430, loss_cls: 2.2322, loss: 2.2322, grad_norm: 4.0097 2021-01-29 16:12:22,863 - mmaction - INFO - Epoch [25][1260/3757] lr: 1.000e-02, eta: 1 day, 16:57:54, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1499, loss: 2.1499, grad_norm: 4.0026 2021-01-29 16:12:29,429 - mmaction - INFO - Epoch [25][1280/3757] lr: 1.000e-02, eta: 1 day, 16:57:32, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.2603, loss: 2.2603, grad_norm: 3.7986 2021-01-29 16:12:34,576 - mmaction - INFO - Epoch [25][1300/3757] lr: 1.000e-02, eta: 1 day, 16:57:06, time: 0.258, data_time: 0.003, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7289, loss_cls: 2.2267, loss: 2.2267, grad_norm: 3.9169 2021-01-29 16:12:40,702 - mmaction - INFO - Epoch [25][1320/3757] lr: 1.000e-02, eta: 1 day, 16:56:42, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3735, loss: 2.3735, grad_norm: 3.8280 2021-01-29 16:12:46,715 - mmaction - INFO - Epoch [25][1340/3757] lr: 1.000e-02, eta: 1 day, 16:56:18, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7141, loss_cls: 2.2800, loss: 2.2800, grad_norm: 3.9901 2021-01-29 16:12:51,820 - mmaction - INFO - Epoch [25][1360/3757] lr: 1.000e-02, eta: 1 day, 16:55:51, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7281, loss_cls: 2.3177, loss: 2.3177, grad_norm: 3.9075 2021-01-29 16:12:58,025 - mmaction - INFO - Epoch [25][1380/3757] lr: 1.000e-02, eta: 1 day, 16:55:28, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7258, loss_cls: 2.2562, loss: 2.2562, grad_norm: 3.8341 2021-01-29 16:13:03,408 - mmaction - INFO - Epoch [25][1400/3757] lr: 1.000e-02, eta: 1 day, 16:55:02, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7438, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.8270 2021-01-29 16:13:09,809 - mmaction - INFO - Epoch [25][1420/3757] lr: 1.000e-02, eta: 1 day, 16:54:39, time: 0.321, data_time: 0.003, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7305, loss_cls: 2.1919, loss: 2.1919, grad_norm: 3.7725 2021-01-29 16:13:15,437 - mmaction - INFO - Epoch [25][1440/3757] lr: 1.000e-02, eta: 1 day, 16:54:14, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7445, loss_cls: 2.2152, loss: 2.2152, grad_norm: 3.7826 2021-01-29 16:13:20,558 - mmaction - INFO - Epoch [25][1460/3757] lr: 1.000e-02, eta: 1 day, 16:53:48, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7242, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.9191 2021-01-29 16:13:26,237 - mmaction - INFO - Epoch [25][1480/3757] lr: 1.000e-02, eta: 1 day, 16:53:23, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.2119, loss: 2.2119, grad_norm: 3.9012 2021-01-29 16:13:32,680 - mmaction - INFO - Epoch [25][1500/3757] lr: 1.000e-02, eta: 1 day, 16:53:00, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7344, loss_cls: 2.2584, loss: 2.2584, grad_norm: 3.7571 2021-01-29 16:13:39,111 - mmaction - INFO - Epoch [25][1520/3757] lr: 1.000e-02, eta: 1 day, 16:52:38, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2534, loss: 2.2534, grad_norm: 3.8573 2021-01-29 16:13:44,395 - mmaction - INFO - Epoch [25][1540/3757] lr: 1.000e-02, eta: 1 day, 16:52:12, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7047, loss_cls: 2.3267, loss: 2.3267, grad_norm: 3.7803 2021-01-29 16:13:50,144 - mmaction - INFO - Epoch [25][1560/3757] lr: 1.000e-02, eta: 1 day, 16:51:47, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7180, loss_cls: 2.2578, loss: 2.2578, grad_norm: 3.9679 2021-01-29 16:13:56,043 - mmaction - INFO - Epoch [25][1580/3757] lr: 1.000e-02, eta: 1 day, 16:51:23, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.9136 2021-01-29 16:14:01,863 - mmaction - INFO - Epoch [25][1600/3757] lr: 1.000e-02, eta: 1 day, 16:50:59, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.2769, loss: 2.2769, grad_norm: 3.8342 2021-01-29 16:14:07,598 - mmaction - INFO - Epoch [25][1620/3757] lr: 1.000e-02, eta: 1 day, 16:50:34, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.1728, loss: 2.1728, grad_norm: 3.8424 2021-01-29 16:14:13,552 - mmaction - INFO - Epoch [25][1640/3757] lr: 1.000e-02, eta: 1 day, 16:50:10, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.9638 2021-01-29 16:14:19,699 - mmaction - INFO - Epoch [25][1660/3757] lr: 1.000e-02, eta: 1 day, 16:49:47, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2238, loss: 2.2238, grad_norm: 3.8838 2021-01-29 16:14:25,207 - mmaction - INFO - Epoch [25][1680/3757] lr: 1.000e-02, eta: 1 day, 16:49:21, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7188, loss_cls: 2.2095, loss: 2.2095, grad_norm: 3.8223 2021-01-29 16:14:31,430 - mmaction - INFO - Epoch [25][1700/3757] lr: 1.000e-02, eta: 1 day, 16:48:58, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7000, loss_cls: 2.3219, loss: 2.3219, grad_norm: 4.0629 2021-01-29 16:14:37,231 - mmaction - INFO - Epoch [25][1720/3757] lr: 1.000e-02, eta: 1 day, 16:48:34, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7391, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.8804 2021-01-29 16:14:42,974 - mmaction - INFO - Epoch [25][1740/3757] lr: 1.000e-02, eta: 1 day, 16:48:09, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2575, loss: 2.2575, grad_norm: 3.8828 2021-01-29 16:14:48,674 - mmaction - INFO - Epoch [25][1760/3757] lr: 1.000e-02, eta: 1 day, 16:47:44, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.1889, loss: 2.1889, grad_norm: 3.7772 2021-01-29 16:14:54,298 - mmaction - INFO - Epoch [25][1780/3757] lr: 1.000e-02, eta: 1 day, 16:47:19, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7445, loss_cls: 2.1622, loss: 2.1622, grad_norm: 3.8724 2021-01-29 16:15:00,439 - mmaction - INFO - Epoch [25][1800/3757] lr: 1.000e-02, eta: 1 day, 16:46:56, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.1025, loss: 2.1025, grad_norm: 3.9980 2021-01-29 16:15:05,794 - mmaction - INFO - Epoch [25][1820/3757] lr: 1.000e-02, eta: 1 day, 16:46:30, time: 0.267, data_time: 0.000, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2446, loss: 2.2446, grad_norm: 3.9260 2021-01-29 16:15:11,010 - mmaction - INFO - Epoch [25][1840/3757] lr: 1.000e-02, eta: 1 day, 16:46:04, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7438, loss_cls: 2.2005, loss: 2.2005, grad_norm: 3.9284 2021-01-29 16:15:17,128 - mmaction - INFO - Epoch [25][1860/3757] lr: 1.000e-02, eta: 1 day, 16:45:41, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7273, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.8588 2021-01-29 16:15:23,392 - mmaction - INFO - Epoch [25][1880/3757] lr: 1.000e-02, eta: 1 day, 16:45:18, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7117, loss_cls: 2.2999, loss: 2.2999, grad_norm: 3.8510 2021-01-29 16:15:28,899 - mmaction - INFO - Epoch [25][1900/3757] lr: 1.000e-02, eta: 1 day, 16:44:53, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7086, loss_cls: 2.3190, loss: 2.3190, grad_norm: 3.9629 2021-01-29 16:15:34,764 - mmaction - INFO - Epoch [25][1920/3757] lr: 1.000e-02, eta: 1 day, 16:44:28, time: 0.293, data_time: 0.008, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7078, loss_cls: 2.3400, loss: 2.3400, grad_norm: 3.7903 2021-01-29 16:15:40,631 - mmaction - INFO - Epoch [25][1940/3757] lr: 1.000e-02, eta: 1 day, 16:44:04, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.2240, loss: 2.2240, grad_norm: 3.8897 2021-01-29 16:15:47,285 - mmaction - INFO - Epoch [25][1960/3757] lr: 1.000e-02, eta: 1 day, 16:43:43, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7219, loss_cls: 2.2394, loss: 2.2394, grad_norm: 3.8927 2021-01-29 16:15:53,031 - mmaction - INFO - Epoch [25][1980/3757] lr: 1.000e-02, eta: 1 day, 16:43:18, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7195, loss_cls: 2.3230, loss: 2.3230, grad_norm: 4.3679 2021-01-29 16:15:58,975 - mmaction - INFO - Epoch [25][2000/3757] lr: 1.000e-02, eta: 1 day, 16:42:54, time: 0.297, data_time: 0.000, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7227, loss_cls: 2.2866, loss: 2.2866, grad_norm: 4.0021 2021-01-29 16:16:04,492 - mmaction - INFO - Epoch [25][2020/3757] lr: 1.000e-02, eta: 1 day, 16:42:29, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7250, loss_cls: 2.2095, loss: 2.2095, grad_norm: 3.9266 2021-01-29 16:16:10,253 - mmaction - INFO - Epoch [25][2040/3757] lr: 1.000e-02, eta: 1 day, 16:42:05, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7250, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.9795 2021-01-29 16:16:15,890 - mmaction - INFO - Epoch [25][2060/3757] lr: 1.000e-02, eta: 1 day, 16:41:40, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.1908, loss: 2.1908, grad_norm: 3.7784 2021-01-29 16:16:21,779 - mmaction - INFO - Epoch [25][2080/3757] lr: 1.000e-02, eta: 1 day, 16:41:16, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7523, loss_cls: 2.1295, loss: 2.1295, grad_norm: 3.8908 2021-01-29 16:16:27,928 - mmaction - INFO - Epoch [25][2100/3757] lr: 1.000e-02, eta: 1 day, 16:40:53, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.2264, loss: 2.2264, grad_norm: 3.9528 2021-01-29 16:16:33,308 - mmaction - INFO - Epoch [25][2120/3757] lr: 1.000e-02, eta: 1 day, 16:40:27, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.2416, loss: 2.2416, grad_norm: 3.9783 2021-01-29 16:16:39,333 - mmaction - INFO - Epoch [25][2140/3757] lr: 1.000e-02, eta: 1 day, 16:40:04, time: 0.301, data_time: 0.000, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.2322, loss: 2.2322, grad_norm: 3.8498 2021-01-29 16:16:45,092 - mmaction - INFO - Epoch [25][2160/3757] lr: 1.000e-02, eta: 1 day, 16:39:39, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2749, loss: 2.2749, grad_norm: 3.9091 2021-01-29 16:16:50,774 - mmaction - INFO - Epoch [25][2180/3757] lr: 1.000e-02, eta: 1 day, 16:39:15, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7086, loss_cls: 2.3110, loss: 2.3110, grad_norm: 3.8149 2021-01-29 16:16:56,526 - mmaction - INFO - Epoch [25][2200/3757] lr: 1.000e-02, eta: 1 day, 16:38:50, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.1351, loss: 2.1351, grad_norm: 3.8927 2021-01-29 16:17:02,417 - mmaction - INFO - Epoch [25][2220/3757] lr: 1.000e-02, eta: 1 day, 16:38:26, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7109, loss_cls: 2.3615, loss: 2.3615, grad_norm: 3.9556 2021-01-29 16:17:07,793 - mmaction - INFO - Epoch [25][2240/3757] lr: 1.000e-02, eta: 1 day, 16:38:01, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7328, loss_cls: 2.2641, loss: 2.2641, grad_norm: 3.9269 2021-01-29 16:17:13,613 - mmaction - INFO - Epoch [25][2260/3757] lr: 1.000e-02, eta: 1 day, 16:37:37, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7047, loss_cls: 2.2788, loss: 2.2788, grad_norm: 3.9031 2021-01-29 16:17:19,204 - mmaction - INFO - Epoch [25][2280/3757] lr: 1.000e-02, eta: 1 day, 16:37:12, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7141, loss_cls: 2.2682, loss: 2.2682, grad_norm: 3.8366 2021-01-29 16:17:25,329 - mmaction - INFO - Epoch [25][2300/3757] lr: 1.000e-02, eta: 1 day, 16:36:49, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.2458, loss: 2.2458, grad_norm: 3.9306 2021-01-29 16:17:31,245 - mmaction - INFO - Epoch [25][2320/3757] lr: 1.000e-02, eta: 1 day, 16:36:25, time: 0.295, data_time: 0.004, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7039, loss_cls: 2.3590, loss: 2.3590, grad_norm: 3.9770 2021-01-29 16:17:37,033 - mmaction - INFO - Epoch [25][2340/3757] lr: 1.000e-02, eta: 1 day, 16:36:01, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7336, loss_cls: 2.2529, loss: 2.2529, grad_norm: 3.7074 2021-01-29 16:17:42,806 - mmaction - INFO - Epoch [25][2360/3757] lr: 1.000e-02, eta: 1 day, 16:35:36, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7195, loss_cls: 2.2798, loss: 2.2798, grad_norm: 3.9710 2021-01-29 16:17:48,883 - mmaction - INFO - Epoch [25][2380/3757] lr: 1.000e-02, eta: 1 day, 16:35:13, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2474, loss: 2.2474, grad_norm: 3.8647 2021-01-29 16:17:54,788 - mmaction - INFO - Epoch [25][2400/3757] lr: 1.000e-02, eta: 1 day, 16:34:49, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.6945, loss_cls: 2.3506, loss: 2.3506, grad_norm: 3.9396 2021-01-29 16:18:00,733 - mmaction - INFO - Epoch [25][2420/3757] lr: 1.000e-02, eta: 1 day, 16:34:26, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7336, loss_cls: 2.2628, loss: 2.2628, grad_norm: 3.9221 2021-01-29 16:18:07,166 - mmaction - INFO - Epoch [25][2440/3757] lr: 1.000e-02, eta: 1 day, 16:34:03, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7227, loss_cls: 2.2696, loss: 2.2696, grad_norm: 3.9901 2021-01-29 16:18:12,211 - mmaction - INFO - Epoch [25][2460/3757] lr: 1.000e-02, eta: 1 day, 16:33:37, time: 0.254, data_time: 0.004, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7180, loss_cls: 2.2468, loss: 2.2468, grad_norm: 3.9926 2021-01-29 16:18:18,196 - mmaction - INFO - Epoch [25][2480/3757] lr: 1.000e-02, eta: 1 day, 16:33:13, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7125, loss_cls: 2.3486, loss: 2.3486, grad_norm: 11.5657 2021-01-29 16:18:23,776 - mmaction - INFO - Epoch [25][2500/3757] lr: 1.000e-02, eta: 1 day, 16:32:49, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.6937, loss_cls: 2.3744, loss: 2.3744, grad_norm: 4.1044 2021-01-29 16:18:29,586 - mmaction - INFO - Epoch [25][2520/3757] lr: 1.000e-02, eta: 1 day, 16:32:25, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7422, loss_cls: 2.2177, loss: 2.2177, grad_norm: 4.0385 2021-01-29 16:18:36,038 - mmaction - INFO - Epoch [25][2540/3757] lr: 1.000e-02, eta: 1 day, 16:32:02, time: 0.323, data_time: 0.004, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.2332, loss: 2.2332, grad_norm: 3.7492 2021-01-29 16:18:41,175 - mmaction - INFO - Epoch [25][2560/3757] lr: 1.000e-02, eta: 1 day, 16:31:36, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7430, loss_cls: 2.2135, loss: 2.2135, grad_norm: 3.8761 2021-01-29 16:18:46,911 - mmaction - INFO - Epoch [25][2580/3757] lr: 1.000e-02, eta: 1 day, 16:31:12, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7172, loss_cls: 2.2396, loss: 2.2396, grad_norm: 3.8521 2021-01-29 16:18:53,480 - mmaction - INFO - Epoch [25][2600/3757] lr: 1.000e-02, eta: 1 day, 16:30:50, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7344, loss_cls: 2.1984, loss: 2.1984, grad_norm: 3.8900 2021-01-29 16:18:59,710 - mmaction - INFO - Epoch [25][2620/3757] lr: 1.000e-02, eta: 1 day, 16:30:28, time: 0.312, data_time: 0.004, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7203, loss_cls: 2.3028, loss: 2.3028, grad_norm: 3.9728 2021-01-29 16:19:06,020 - mmaction - INFO - Epoch [25][2640/3757] lr: 1.000e-02, eta: 1 day, 16:30:05, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3620, loss: 2.3620, grad_norm: 3.9097 2021-01-29 16:19:10,961 - mmaction - INFO - Epoch [25][2660/3757] lr: 1.000e-02, eta: 1 day, 16:29:38, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2312, loss: 2.2312, grad_norm: 3.8472 2021-01-29 16:19:17,232 - mmaction - INFO - Epoch [25][2680/3757] lr: 1.000e-02, eta: 1 day, 16:29:16, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7195, loss_cls: 2.3079, loss: 2.3079, grad_norm: 3.9110 2021-01-29 16:19:22,898 - mmaction - INFO - Epoch [25][2700/3757] lr: 1.000e-02, eta: 1 day, 16:28:51, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7258, loss_cls: 2.2534, loss: 2.2534, grad_norm: 3.9209 2021-01-29 16:19:28,722 - mmaction - INFO - Epoch [25][2720/3757] lr: 1.000e-02, eta: 1 day, 16:28:27, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7117, loss_cls: 2.3143, loss: 2.3143, grad_norm: 3.7764 2021-01-29 16:19:35,240 - mmaction - INFO - Epoch [25][2740/3757] lr: 1.000e-02, eta: 1 day, 16:28:06, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7000, loss_cls: 2.3819, loss: 2.3819, grad_norm: 3.8921 2021-01-29 16:19:40,998 - mmaction - INFO - Epoch [25][2760/3757] lr: 1.000e-02, eta: 1 day, 16:27:41, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7258, loss_cls: 2.2222, loss: 2.2222, grad_norm: 3.8554 2021-01-29 16:19:47,716 - mmaction - INFO - Epoch [25][2780/3757] lr: 1.000e-02, eta: 1 day, 16:27:20, time: 0.336, data_time: 0.003, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7078, loss_cls: 2.3622, loss: 2.3622, grad_norm: 3.7699 2021-01-29 16:19:53,337 - mmaction - INFO - Epoch [25][2800/3757] lr: 1.000e-02, eta: 1 day, 16:26:56, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.8534 2021-01-29 16:19:59,445 - mmaction - INFO - Epoch [25][2820/3757] lr: 1.000e-02, eta: 1 day, 16:26:33, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4586, top5_acc: 0.7055, loss_cls: 2.3341, loss: 2.3341, grad_norm: 3.9451 2021-01-29 16:20:04,795 - mmaction - INFO - Epoch [25][2840/3757] lr: 1.000e-02, eta: 1 day, 16:26:07, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7258, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.8760 2021-01-29 16:20:10,703 - mmaction - INFO - Epoch [25][2860/3757] lr: 1.000e-02, eta: 1 day, 16:25:44, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7383, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.8477 2021-01-29 16:20:16,101 - mmaction - INFO - Epoch [25][2880/3757] lr: 1.000e-02, eta: 1 day, 16:25:18, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.7746 2021-01-29 16:20:21,707 - mmaction - INFO - Epoch [25][2900/3757] lr: 1.000e-02, eta: 1 day, 16:24:54, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7227, loss_cls: 2.2479, loss: 2.2479, grad_norm: 3.8869 2021-01-29 16:20:27,455 - mmaction - INFO - Epoch [25][2920/3757] lr: 1.000e-02, eta: 1 day, 16:24:30, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7242, loss_cls: 2.2789, loss: 2.2789, grad_norm: 3.9114 2021-01-29 16:20:33,446 - mmaction - INFO - Epoch [25][2940/3757] lr: 1.000e-02, eta: 1 day, 16:24:07, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.3426, loss: 2.3426, grad_norm: 3.7689 2021-01-29 16:20:39,513 - mmaction - INFO - Epoch [25][2960/3757] lr: 1.000e-02, eta: 1 day, 16:23:43, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.7776 2021-01-29 16:20:44,913 - mmaction - INFO - Epoch [25][2980/3757] lr: 1.000e-02, eta: 1 day, 16:23:18, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7242, loss_cls: 2.2724, loss: 2.2724, grad_norm: 3.8692 2021-01-29 16:20:50,849 - mmaction - INFO - Epoch [25][3000/3757] lr: 1.000e-02, eta: 1 day, 16:22:55, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7344, loss_cls: 2.1715, loss: 2.1715, grad_norm: 4.1774 2021-01-29 16:20:56,893 - mmaction - INFO - Epoch [25][3020/3757] lr: 1.000e-02, eta: 1 day, 16:22:32, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7211, loss_cls: 2.2498, loss: 2.2498, grad_norm: 3.9159 2021-01-29 16:21:02,396 - mmaction - INFO - Epoch [25][3040/3757] lr: 1.000e-02, eta: 1 day, 16:22:07, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7289, loss_cls: 2.3045, loss: 2.3045, grad_norm: 4.0123 2021-01-29 16:21:07,812 - mmaction - INFO - Epoch [25][3060/3757] lr: 1.000e-02, eta: 1 day, 16:21:42, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7172, loss_cls: 2.2493, loss: 2.2493, grad_norm: 3.7718 2021-01-29 16:21:13,809 - mmaction - INFO - Epoch [25][3080/3757] lr: 1.000e-02, eta: 1 day, 16:21:18, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2341, loss: 2.2341, grad_norm: 3.8197 2021-01-29 16:21:20,563 - mmaction - INFO - Epoch [25][3100/3757] lr: 1.000e-02, eta: 1 day, 16:20:57, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.2388, loss: 2.2388, grad_norm: 3.9234 2021-01-29 16:21:26,546 - mmaction - INFO - Epoch [25][3120/3757] lr: 1.000e-02, eta: 1 day, 16:20:34, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7273, loss_cls: 2.2286, loss: 2.2286, grad_norm: 3.8306 2021-01-29 16:21:32,006 - mmaction - INFO - Epoch [25][3140/3757] lr: 1.000e-02, eta: 1 day, 16:20:09, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7469, loss_cls: 2.1953, loss: 2.1953, grad_norm: 3.9777 2021-01-29 16:21:37,572 - mmaction - INFO - Epoch [25][3160/3757] lr: 1.000e-02, eta: 1 day, 16:19:45, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7164, loss_cls: 2.2794, loss: 2.2794, grad_norm: 3.8124 2021-01-29 16:21:43,736 - mmaction - INFO - Epoch [25][3180/3757] lr: 1.000e-02, eta: 1 day, 16:19:22, time: 0.310, data_time: 0.005, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7398, loss_cls: 2.2773, loss: 2.2773, grad_norm: 3.9459 2021-01-29 16:21:50,248 - mmaction - INFO - Epoch [25][3200/3757] lr: 1.000e-02, eta: 1 day, 16:19:00, time: 0.325, data_time: 0.000, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.1946, loss: 2.1946, grad_norm: 3.7160 2021-01-29 16:21:56,480 - mmaction - INFO - Epoch [25][3220/3757] lr: 1.000e-02, eta: 1 day, 16:18:38, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1827, loss: 2.1827, grad_norm: 3.9069 2021-01-29 16:22:02,795 - mmaction - INFO - Epoch [25][3240/3757] lr: 1.000e-02, eta: 1 day, 16:18:15, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7328, loss_cls: 2.2461, loss: 2.2461, grad_norm: 3.8753 2021-01-29 16:22:08,036 - mmaction - INFO - Epoch [25][3260/3757] lr: 1.000e-02, eta: 1 day, 16:17:50, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7156, loss_cls: 2.2698, loss: 2.2698, grad_norm: 3.9371 2021-01-29 16:22:13,879 - mmaction - INFO - Epoch [25][3280/3757] lr: 1.000e-02, eta: 1 day, 16:17:26, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4492, top5_acc: 0.7133, loss_cls: 2.3247, loss: 2.3247, grad_norm: 3.7781 2021-01-29 16:22:19,727 - mmaction - INFO - Epoch [25][3300/3757] lr: 1.000e-02, eta: 1 day, 16:17:03, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2069, loss: 2.2069, grad_norm: 3.7469 2021-01-29 16:22:25,045 - mmaction - INFO - Epoch [25][3320/3757] lr: 1.000e-02, eta: 1 day, 16:16:37, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.2825, loss: 2.2825, grad_norm: 4.0104 2021-01-29 16:22:31,410 - mmaction - INFO - Epoch [25][3340/3757] lr: 1.000e-02, eta: 1 day, 16:16:15, time: 0.318, data_time: 0.005, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.7595 2021-01-29 16:22:37,745 - mmaction - INFO - Epoch [25][3360/3757] lr: 1.000e-02, eta: 1 day, 16:15:53, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7156, loss_cls: 2.2542, loss: 2.2542, grad_norm: 3.8115 2021-01-29 16:22:43,693 - mmaction - INFO - Epoch [25][3380/3757] lr: 1.000e-02, eta: 1 day, 16:15:30, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2539, loss: 2.2539, grad_norm: 3.8114 2021-01-29 16:22:49,794 - mmaction - INFO - Epoch [25][3400/3757] lr: 1.000e-02, eta: 1 day, 16:15:07, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7305, loss_cls: 2.2489, loss: 2.2489, grad_norm: 3.8171 2021-01-29 16:22:55,212 - mmaction - INFO - Epoch [25][3420/3757] lr: 1.000e-02, eta: 1 day, 16:14:42, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7195, loss_cls: 2.2813, loss: 2.2813, grad_norm: 3.9089 2021-01-29 16:23:01,761 - mmaction - INFO - Epoch [25][3440/3757] lr: 1.000e-02, eta: 1 day, 16:14:21, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.2176, loss: 2.2176, grad_norm: 3.9809 2021-01-29 16:23:07,903 - mmaction - INFO - Epoch [25][3460/3757] lr: 1.000e-02, eta: 1 day, 16:13:58, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7352, loss_cls: 2.2072, loss: 2.2072, grad_norm: 3.8168 2021-01-29 16:23:13,009 - mmaction - INFO - Epoch [25][3480/3757] lr: 1.000e-02, eta: 1 day, 16:13:32, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7242, loss_cls: 2.2096, loss: 2.2096, grad_norm: 3.9639 2021-01-29 16:23:18,926 - mmaction - INFO - Epoch [25][3500/3757] lr: 1.000e-02, eta: 1 day, 16:13:09, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7219, loss_cls: 2.2543, loss: 2.2543, grad_norm: 3.9500 2021-01-29 16:23:25,492 - mmaction - INFO - Epoch [25][3520/3757] lr: 1.000e-02, eta: 1 day, 16:12:47, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2679, loss: 2.2679, grad_norm: 3.8501 2021-01-29 16:23:30,921 - mmaction - INFO - Epoch [25][3540/3757] lr: 1.000e-02, eta: 1 day, 16:12:22, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7461, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.8468 2021-01-29 16:23:36,694 - mmaction - INFO - Epoch [25][3560/3757] lr: 1.000e-02, eta: 1 day, 16:11:59, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7055, loss_cls: 2.3218, loss: 2.3218, grad_norm: 3.9149 2021-01-29 16:23:42,545 - mmaction - INFO - Epoch [25][3580/3757] lr: 1.000e-02, eta: 1 day, 16:11:35, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2691, loss: 2.2691, grad_norm: 3.9243 2021-01-29 16:23:48,591 - mmaction - INFO - Epoch [25][3600/3757] lr: 1.000e-02, eta: 1 day, 16:11:12, time: 0.302, data_time: 0.005, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.7071 2021-01-29 16:23:54,587 - mmaction - INFO - Epoch [25][3620/3757] lr: 1.000e-02, eta: 1 day, 16:10:49, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7320, loss_cls: 2.2458, loss: 2.2458, grad_norm: 3.8764 2021-01-29 16:24:00,096 - mmaction - INFO - Epoch [25][3640/3757] lr: 1.000e-02, eta: 1 day, 16:10:25, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2729, loss: 2.2729, grad_norm: 3.8786 2021-01-29 16:24:06,217 - mmaction - INFO - Epoch [25][3660/3757] lr: 1.000e-02, eta: 1 day, 16:10:02, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.2615, loss: 2.2615, grad_norm: 3.8678 2021-01-29 16:24:12,539 - mmaction - INFO - Epoch [25][3680/3757] lr: 1.000e-02, eta: 1 day, 16:09:40, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.6945, loss_cls: 2.2846, loss: 2.2846, grad_norm: 4.0609 2021-01-29 16:24:18,366 - mmaction - INFO - Epoch [25][3700/3757] lr: 1.000e-02, eta: 1 day, 16:09:16, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7281, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.7827 2021-01-29 16:24:24,284 - mmaction - INFO - Epoch [25][3720/3757] lr: 1.000e-02, eta: 1 day, 16:08:53, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7375, loss_cls: 2.2844, loss: 2.2844, grad_norm: 3.9381 2021-01-29 16:24:29,851 - mmaction - INFO - Epoch [25][3740/3757] lr: 1.000e-02, eta: 1 day, 16:08:29, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3483, loss: 2.3483, grad_norm: 3.8292 2021-01-29 16:24:54,363 - mmaction - INFO - Saving checkpoint at 25 epochs 2021-01-29 16:38:38,486 - mmaction - INFO - Epoch [26][20/3757] lr: 1.000e-02, eta: 1 day, 16:48:22, time: 41.174, data_time: 40.528, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.0586, loss: 2.0586, grad_norm: 3.8418 2021-01-29 16:38:42,662 - mmaction - INFO - Epoch [26][40/3757] lr: 1.000e-02, eta: 1 day, 16:47:54, time: 0.219, data_time: 0.013, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7367, loss_cls: 2.1754, loss: 2.1754, grad_norm: 3.9294 2021-01-29 16:38:46,839 - mmaction - INFO - Epoch [26][60/3757] lr: 1.000e-02, eta: 1 day, 16:47:25, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7094, loss_cls: 2.2974, loss: 2.2974, grad_norm: 3.8221 2021-01-29 16:38:51,005 - mmaction - INFO - Epoch [26][80/3757] lr: 1.000e-02, eta: 1 day, 16:46:55, time: 0.208, data_time: 0.004, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7547, loss_cls: 2.1641, loss: 2.1641, grad_norm: 3.8910 2021-01-29 16:38:55,218 - mmaction - INFO - Epoch [26][100/3757] lr: 1.000e-02, eta: 1 day, 16:46:26, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7102, loss_cls: 2.2420, loss: 2.2420, grad_norm: 3.8618 2021-01-29 16:38:59,375 - mmaction - INFO - Epoch [26][120/3757] lr: 1.000e-02, eta: 1 day, 16:45:57, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.2603, loss: 2.2603, grad_norm: 3.8824 2021-01-29 16:39:03,519 - mmaction - INFO - Epoch [26][140/3757] lr: 1.000e-02, eta: 1 day, 16:45:28, time: 0.207, data_time: 0.003, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7391, loss_cls: 2.1400, loss: 2.1400, grad_norm: 3.8165 2021-01-29 16:39:07,680 - mmaction - INFO - Epoch [26][160/3757] lr: 1.000e-02, eta: 1 day, 16:44:59, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1727, loss: 2.1727, grad_norm: 3.9385 2021-01-29 16:39:11,838 - mmaction - INFO - Epoch [26][180/3757] lr: 1.000e-02, eta: 1 day, 16:44:30, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.1685, loss: 2.1685, grad_norm: 3.8922 2021-01-29 16:39:16,039 - mmaction - INFO - Epoch [26][200/3757] lr: 1.000e-02, eta: 1 day, 16:44:01, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7203, loss_cls: 2.2858, loss: 2.2858, grad_norm: 3.9952 2021-01-29 16:39:20,152 - mmaction - INFO - Epoch [26][220/3757] lr: 1.000e-02, eta: 1 day, 16:43:31, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7227, loss_cls: 2.2543, loss: 2.2543, grad_norm: 3.8284 2021-01-29 16:39:24,375 - mmaction - INFO - Epoch [26][240/3757] lr: 1.000e-02, eta: 1 day, 16:43:03, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7211, loss_cls: 2.3026, loss: 2.3026, grad_norm: 3.8819 2021-01-29 16:39:28,585 - mmaction - INFO - Epoch [26][260/3757] lr: 1.000e-02, eta: 1 day, 16:42:34, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1765, loss: 2.1765, grad_norm: 3.7815 2021-01-29 16:39:32,709 - mmaction - INFO - Epoch [26][280/3757] lr: 1.000e-02, eta: 1 day, 16:42:04, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.2015, loss: 2.2015, grad_norm: 3.8740 2021-01-29 16:39:37,048 - mmaction - INFO - Epoch [26][300/3757] lr: 1.000e-02, eta: 1 day, 16:41:36, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7430, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.8818 2021-01-29 16:39:41,293 - mmaction - INFO - Epoch [26][320/3757] lr: 1.000e-02, eta: 1 day, 16:41:07, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7352, loss_cls: 2.2294, loss: 2.2294, grad_norm: 3.8421 2021-01-29 16:39:45,758 - mmaction - INFO - Epoch [26][340/3757] lr: 1.000e-02, eta: 1 day, 16:40:39, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7305, loss_cls: 2.1641, loss: 2.1641, grad_norm: 3.8835 2021-01-29 16:39:49,918 - mmaction - INFO - Epoch [26][360/3757] lr: 1.000e-02, eta: 1 day, 16:40:10, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.2287, loss: 2.2287, grad_norm: 3.8209 2021-01-29 16:39:54,123 - mmaction - INFO - Epoch [26][380/3757] lr: 1.000e-02, eta: 1 day, 16:39:41, time: 0.210, data_time: 0.000, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.2577, loss: 2.2577, grad_norm: 3.9234 2021-01-29 16:39:58,526 - mmaction - INFO - Epoch [26][400/3757] lr: 1.000e-02, eta: 1 day, 16:39:13, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.3058, loss: 2.3058, grad_norm: 3.8507 2021-01-29 16:40:02,739 - mmaction - INFO - Epoch [26][420/3757] lr: 1.000e-02, eta: 1 day, 16:38:44, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7117, loss_cls: 2.2838, loss: 2.2838, grad_norm: 3.8099 2021-01-29 16:40:07,155 - mmaction - INFO - Epoch [26][440/3757] lr: 1.000e-02, eta: 1 day, 16:38:15, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1811, loss: 2.1811, grad_norm: 3.7682 2021-01-29 16:40:11,550 - mmaction - INFO - Epoch [26][460/3757] lr: 1.000e-02, eta: 1 day, 16:37:47, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7406, loss_cls: 2.1693, loss: 2.1693, grad_norm: 3.8586 2021-01-29 16:40:15,944 - mmaction - INFO - Epoch [26][480/3757] lr: 1.000e-02, eta: 1 day, 16:37:19, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7273, loss_cls: 2.1905, loss: 2.1905, grad_norm: 3.8661 2021-01-29 16:40:20,601 - mmaction - INFO - Epoch [26][500/3757] lr: 1.000e-02, eta: 1 day, 16:36:51, time: 0.233, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7234, loss_cls: 2.2517, loss: 2.2517, grad_norm: 3.9743 2021-01-29 16:40:25,197 - mmaction - INFO - Epoch [26][520/3757] lr: 1.000e-02, eta: 1 day, 16:36:24, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7117, loss_cls: 2.2878, loss: 2.2878, grad_norm: 3.9189 2021-01-29 16:40:29,671 - mmaction - INFO - Epoch [26][540/3757] lr: 1.000e-02, eta: 1 day, 16:35:56, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7219, loss_cls: 2.1866, loss: 2.1866, grad_norm: 3.7909 2021-01-29 16:40:34,207 - mmaction - INFO - Epoch [26][560/3757] lr: 1.000e-02, eta: 1 day, 16:35:28, time: 0.226, data_time: 0.000, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.2052, loss: 2.2052, grad_norm: 3.8894 2021-01-29 16:40:39,243 - mmaction - INFO - Epoch [26][580/3757] lr: 1.000e-02, eta: 1 day, 16:35:02, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.2745, loss: 2.2745, grad_norm: 3.8183 2021-01-29 16:40:44,234 - mmaction - INFO - Epoch [26][600/3757] lr: 1.000e-02, eta: 1 day, 16:34:35, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.2688, loss: 2.2688, grad_norm: 3.8001 2021-01-29 16:40:49,229 - mmaction - INFO - Epoch [26][620/3757] lr: 1.000e-02, eta: 1 day, 16:34:09, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.2140, loss: 2.2140, grad_norm: 3.9816 2021-01-29 16:40:54,514 - mmaction - INFO - Epoch [26][640/3757] lr: 1.000e-02, eta: 1 day, 16:33:43, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7227, loss_cls: 2.2518, loss: 2.2518, grad_norm: 3.7831 2021-01-29 16:40:59,552 - mmaction - INFO - Epoch [26][660/3757] lr: 1.000e-02, eta: 1 day, 16:33:17, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7430, loss_cls: 2.1342, loss: 2.1342, grad_norm: 3.7270 2021-01-29 16:41:04,050 - mmaction - INFO - Epoch [26][680/3757] lr: 1.000e-02, eta: 1 day, 16:32:49, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7367, loss_cls: 2.2030, loss: 2.2030, grad_norm: 3.7789 2021-01-29 16:41:09,409 - mmaction - INFO - Epoch [26][700/3757] lr: 1.000e-02, eta: 1 day, 16:32:24, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1812, loss: 2.1812, grad_norm: 3.8806 2021-01-29 16:41:15,158 - mmaction - INFO - Epoch [26][720/3757] lr: 1.000e-02, eta: 1 day, 16:31:59, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5250, top5_acc: 0.7648, loss_cls: 2.0888, loss: 2.0888, grad_norm: 3.8555 2021-01-29 16:41:20,851 - mmaction - INFO - Epoch [26][740/3757] lr: 1.000e-02, eta: 1 day, 16:31:35, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7391, loss_cls: 2.1257, loss: 2.1257, grad_norm: 3.8827 2021-01-29 16:41:25,866 - mmaction - INFO - Epoch [26][760/3757] lr: 1.000e-02, eta: 1 day, 16:31:09, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.2060, loss: 2.2060, grad_norm: 3.8106 2021-01-29 16:41:31,095 - mmaction - INFO - Epoch [26][780/3757] lr: 1.000e-02, eta: 1 day, 16:30:43, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.1991, loss: 2.1991, grad_norm: 3.8907 2021-01-29 16:41:36,885 - mmaction - INFO - Epoch [26][800/3757] lr: 1.000e-02, eta: 1 day, 16:30:19, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7406, loss_cls: 2.1686, loss: 2.1686, grad_norm: 3.8481 2021-01-29 16:41:41,938 - mmaction - INFO - Epoch [26][820/3757] lr: 1.000e-02, eta: 1 day, 16:29:53, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2107, loss: 2.2107, grad_norm: 3.8405 2021-01-29 16:41:47,117 - mmaction - INFO - Epoch [26][840/3757] lr: 1.000e-02, eta: 1 day, 16:29:27, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.2324, loss: 2.2324, grad_norm: 3.8918 2021-01-29 16:41:52,703 - mmaction - INFO - Epoch [26][860/3757] lr: 1.000e-02, eta: 1 day, 16:29:03, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7398, loss_cls: 2.1441, loss: 2.1441, grad_norm: 3.7727 2021-01-29 16:41:58,484 - mmaction - INFO - Epoch [26][880/3757] lr: 1.000e-02, eta: 1 day, 16:28:39, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7078, loss_cls: 2.3433, loss: 2.3433, grad_norm: 3.8494 2021-01-29 16:42:03,322 - mmaction - INFO - Epoch [26][900/3757] lr: 1.000e-02, eta: 1 day, 16:28:12, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1459, loss: 2.1459, grad_norm: 3.8011 2021-01-29 16:42:09,297 - mmaction - INFO - Epoch [26][920/3757] lr: 1.000e-02, eta: 1 day, 16:27:48, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2137, loss: 2.2137, grad_norm: 3.8021 2021-01-29 16:42:14,952 - mmaction - INFO - Epoch [26][940/3757] lr: 1.000e-02, eta: 1 day, 16:27:24, time: 0.284, data_time: 0.005, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2974, loss: 2.2974, grad_norm: 3.7790 2021-01-29 16:42:20,206 - mmaction - INFO - Epoch [26][960/3757] lr: 1.000e-02, eta: 1 day, 16:26:59, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.9393 2021-01-29 16:42:25,603 - mmaction - INFO - Epoch [26][980/3757] lr: 1.000e-02, eta: 1 day, 16:26:33, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.2112, loss: 2.2112, grad_norm: 3.7603 2021-01-29 16:42:31,614 - mmaction - INFO - Epoch [26][1000/3757] lr: 1.000e-02, eta: 1 day, 16:26:10, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.1901, loss: 2.1901, grad_norm: 3.8544 2021-01-29 16:42:36,898 - mmaction - INFO - Epoch [26][1020/3757] lr: 1.000e-02, eta: 1 day, 16:25:45, time: 0.264, data_time: 0.004, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7328, loss_cls: 2.1756, loss: 2.1756, grad_norm: 3.8080 2021-01-29 16:42:42,756 - mmaction - INFO - Epoch [26][1040/3757] lr: 1.000e-02, eta: 1 day, 16:25:21, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7312, loss_cls: 2.2079, loss: 2.2079, grad_norm: 3.8653 2021-01-29 16:42:48,200 - mmaction - INFO - Epoch [26][1060/3757] lr: 1.000e-02, eta: 1 day, 16:24:56, time: 0.272, data_time: 0.005, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7273, loss_cls: 2.2820, loss: 2.2820, grad_norm: 3.9600 2021-01-29 16:42:53,791 - mmaction - INFO - Epoch [26][1080/3757] lr: 1.000e-02, eta: 1 day, 16:24:32, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7461, loss_cls: 2.1709, loss: 2.1709, grad_norm: 3.8464 2021-01-29 16:42:59,384 - mmaction - INFO - Epoch [26][1100/3757] lr: 1.000e-02, eta: 1 day, 16:24:07, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7266, loss_cls: 2.2608, loss: 2.2608, grad_norm: 3.9313 2021-01-29 16:43:04,990 - mmaction - INFO - Epoch [26][1120/3757] lr: 1.000e-02, eta: 1 day, 16:23:43, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7281, loss_cls: 2.2830, loss: 2.2830, grad_norm: 3.8677 2021-01-29 16:43:10,860 - mmaction - INFO - Epoch [26][1140/3757] lr: 1.000e-02, eta: 1 day, 16:23:19, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.2278, loss: 2.2278, grad_norm: 3.9942 2021-01-29 16:43:16,767 - mmaction - INFO - Epoch [26][1160/3757] lr: 1.000e-02, eta: 1 day, 16:22:56, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.2332, loss: 2.2332, grad_norm: 3.9285 2021-01-29 16:43:22,527 - mmaction - INFO - Epoch [26][1180/3757] lr: 1.000e-02, eta: 1 day, 16:22:32, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7414, loss_cls: 2.1370, loss: 2.1370, grad_norm: 3.9180 2021-01-29 16:43:27,875 - mmaction - INFO - Epoch [26][1200/3757] lr: 1.000e-02, eta: 1 day, 16:22:07, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.2889, loss: 2.2889, grad_norm: 3.8795 2021-01-29 16:43:33,809 - mmaction - INFO - Epoch [26][1220/3757] lr: 1.000e-02, eta: 1 day, 16:21:43, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.1985, loss: 2.1985, grad_norm: 3.9492 2021-01-29 16:43:39,322 - mmaction - INFO - Epoch [26][1240/3757] lr: 1.000e-02, eta: 1 day, 16:21:19, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1574, loss: 2.1574, grad_norm: 3.9132 2021-01-29 16:43:45,250 - mmaction - INFO - Epoch [26][1260/3757] lr: 1.000e-02, eta: 1 day, 16:20:55, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1992, loss: 2.1992, grad_norm: 3.8237 2021-01-29 16:43:50,896 - mmaction - INFO - Epoch [26][1280/3757] lr: 1.000e-02, eta: 1 day, 16:20:31, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7422, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.7891 2021-01-29 16:43:56,843 - mmaction - INFO - Epoch [26][1300/3757] lr: 1.000e-02, eta: 1 day, 16:20:08, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.1921, loss: 2.1921, grad_norm: 3.9382 2021-01-29 16:44:02,369 - mmaction - INFO - Epoch [26][1320/3757] lr: 1.000e-02, eta: 1 day, 16:19:43, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2581, loss: 2.2581, grad_norm: 3.8581 2021-01-29 16:44:08,266 - mmaction - INFO - Epoch [26][1340/3757] lr: 1.000e-02, eta: 1 day, 16:19:20, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7359, loss_cls: 2.1465, loss: 2.1465, grad_norm: 3.7028 2021-01-29 16:44:14,245 - mmaction - INFO - Epoch [26][1360/3757] lr: 1.000e-02, eta: 1 day, 16:18:56, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7195, loss_cls: 2.2826, loss: 2.2826, grad_norm: 3.9121 2021-01-29 16:44:19,498 - mmaction - INFO - Epoch [26][1380/3757] lr: 1.000e-02, eta: 1 day, 16:18:31, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2010, loss: 2.2010, grad_norm: 4.0212 2021-01-29 16:44:25,404 - mmaction - INFO - Epoch [26][1400/3757] lr: 1.000e-02, eta: 1 day, 16:18:08, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.2310, loss: 2.2310, grad_norm: 3.9068 2021-01-29 16:44:31,610 - mmaction - INFO - Epoch [26][1420/3757] lr: 1.000e-02, eta: 1 day, 16:17:45, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.1252, loss: 2.1252, grad_norm: 3.8206 2021-01-29 16:44:37,241 - mmaction - INFO - Epoch [26][1440/3757] lr: 1.000e-02, eta: 1 day, 16:17:21, time: 0.282, data_time: 0.004, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.2096, loss: 2.2096, grad_norm: 3.9376 2021-01-29 16:44:42,833 - mmaction - INFO - Epoch [26][1460/3757] lr: 1.000e-02, eta: 1 day, 16:16:56, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7305, loss_cls: 2.2497, loss: 2.2497, grad_norm: 3.8928 2021-01-29 16:44:48,948 - mmaction - INFO - Epoch [26][1480/3757] lr: 1.000e-02, eta: 1 day, 16:16:34, time: 0.306, data_time: 0.005, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1854, loss: 2.1854, grad_norm: 3.7534 2021-01-29 16:44:54,747 - mmaction - INFO - Epoch [26][1500/3757] lr: 1.000e-02, eta: 1 day, 16:16:10, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.4048, loss: 2.4048, grad_norm: 3.7927 2021-01-29 16:45:00,683 - mmaction - INFO - Epoch [26][1520/3757] lr: 1.000e-02, eta: 1 day, 16:15:47, time: 0.297, data_time: 0.023, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.8928 2021-01-29 16:45:06,844 - mmaction - INFO - Epoch [26][1540/3757] lr: 1.000e-02, eta: 1 day, 16:15:24, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.1619, loss: 2.1619, grad_norm: 3.8221 2021-01-29 16:45:12,765 - mmaction - INFO - Epoch [26][1560/3757] lr: 1.000e-02, eta: 1 day, 16:15:01, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.3078, loss: 2.3078, grad_norm: 3.9336 2021-01-29 16:45:18,988 - mmaction - INFO - Epoch [26][1580/3757] lr: 1.000e-02, eta: 1 day, 16:14:38, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7305, loss_cls: 2.2531, loss: 2.2531, grad_norm: 3.8863 2021-01-29 16:45:24,772 - mmaction - INFO - Epoch [26][1600/3757] lr: 1.000e-02, eta: 1 day, 16:14:15, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.1157, loss: 2.1157, grad_norm: 3.7487 2021-01-29 16:45:30,186 - mmaction - INFO - Epoch [26][1620/3757] lr: 1.000e-02, eta: 1 day, 16:13:50, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7203, loss_cls: 2.2764, loss: 2.2764, grad_norm: 3.8162 2021-01-29 16:45:36,175 - mmaction - INFO - Epoch [26][1640/3757] lr: 1.000e-02, eta: 1 day, 16:13:26, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1713, loss: 2.1713, grad_norm: 3.8754 2021-01-29 16:45:41,912 - mmaction - INFO - Epoch [26][1660/3757] lr: 1.000e-02, eta: 1 day, 16:13:03, time: 0.292, data_time: 0.006, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.1967, loss: 2.1967, grad_norm: 3.8903 2021-01-29 16:45:47,381 - mmaction - INFO - Epoch [26][1680/3757] lr: 1.000e-02, eta: 1 day, 16:12:38, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7258, loss_cls: 2.2584, loss: 2.2584, grad_norm: 3.8103 2021-01-29 16:45:52,915 - mmaction - INFO - Epoch [26][1700/3757] lr: 1.000e-02, eta: 1 day, 16:12:14, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7156, loss_cls: 2.2953, loss: 2.2953, grad_norm: 3.8961 2021-01-29 16:45:58,507 - mmaction - INFO - Epoch [26][1720/3757] lr: 1.000e-02, eta: 1 day, 16:11:50, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7195, loss_cls: 2.2472, loss: 2.2472, grad_norm: 3.8449 2021-01-29 16:46:04,568 - mmaction - INFO - Epoch [26][1740/3757] lr: 1.000e-02, eta: 1 day, 16:11:27, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7430, loss_cls: 2.1728, loss: 2.1728, grad_norm: 3.8039 2021-01-29 16:46:11,081 - mmaction - INFO - Epoch [26][1760/3757] lr: 1.000e-02, eta: 1 day, 16:11:05, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7297, loss_cls: 2.1679, loss: 2.1679, grad_norm: 3.7701 2021-01-29 16:46:16,741 - mmaction - INFO - Epoch [26][1780/3757] lr: 1.000e-02, eta: 1 day, 16:10:41, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.2594, loss: 2.2594, grad_norm: 3.8835 2021-01-29 16:46:21,997 - mmaction - INFO - Epoch [26][1800/3757] lr: 1.000e-02, eta: 1 day, 16:10:16, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7234, loss_cls: 2.2601, loss: 2.2601, grad_norm: 3.9090 2021-01-29 16:46:27,424 - mmaction - INFO - Epoch [26][1820/3757] lr: 1.000e-02, eta: 1 day, 16:09:51, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7469, loss_cls: 2.1434, loss: 2.1434, grad_norm: 4.0415 2021-01-29 16:46:33,497 - mmaction - INFO - Epoch [26][1840/3757] lr: 1.000e-02, eta: 1 day, 16:09:29, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7180, loss_cls: 2.2303, loss: 2.2303, grad_norm: 3.8839 2021-01-29 16:46:39,328 - mmaction - INFO - Epoch [26][1860/3757] lr: 1.000e-02, eta: 1 day, 16:09:05, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.1870, loss: 2.1870, grad_norm: 3.8843 2021-01-29 16:46:44,457 - mmaction - INFO - Epoch [26][1880/3757] lr: 1.000e-02, eta: 1 day, 16:08:40, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7547, loss_cls: 2.1719, loss: 2.1719, grad_norm: 3.8486 2021-01-29 16:46:50,246 - mmaction - INFO - Epoch [26][1900/3757] lr: 1.000e-02, eta: 1 day, 16:08:16, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7211, loss_cls: 2.2837, loss: 2.2837, grad_norm: 3.9188 2021-01-29 16:46:56,484 - mmaction - INFO - Epoch [26][1920/3757] lr: 1.000e-02, eta: 1 day, 16:07:54, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1250, loss: 2.1250, grad_norm: 3.8391 2021-01-29 16:47:01,899 - mmaction - INFO - Epoch [26][1940/3757] lr: 1.000e-02, eta: 1 day, 16:07:29, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7109, loss_cls: 2.2849, loss: 2.2849, grad_norm: 8.8868 2021-01-29 16:47:07,481 - mmaction - INFO - Epoch [26][1960/3757] lr: 1.000e-02, eta: 1 day, 16:07:05, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2495, loss: 2.2495, grad_norm: 3.8675 2021-01-29 16:47:13,680 - mmaction - INFO - Epoch [26][1980/3757] lr: 1.000e-02, eta: 1 day, 16:06:43, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7219, loss_cls: 2.2630, loss: 2.2630, grad_norm: 4.0536 2021-01-29 16:47:20,159 - mmaction - INFO - Epoch [26][2000/3757] lr: 1.000e-02, eta: 1 day, 16:06:21, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7422, loss_cls: 2.1769, loss: 2.1769, grad_norm: 3.8040 2021-01-29 16:47:25,334 - mmaction - INFO - Epoch [26][2020/3757] lr: 1.000e-02, eta: 1 day, 16:05:56, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2411, loss: 2.2411, grad_norm: 3.8507 2021-01-29 16:47:30,769 - mmaction - INFO - Epoch [26][2040/3757] lr: 1.000e-02, eta: 1 day, 16:05:31, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4602, top5_acc: 0.7133, loss_cls: 2.2844, loss: 2.2844, grad_norm: 3.9405 2021-01-29 16:47:36,923 - mmaction - INFO - Epoch [26][2060/3757] lr: 1.000e-02, eta: 1 day, 16:05:09, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.3029, loss: 2.3029, grad_norm: 3.7832 2021-01-29 16:47:42,323 - mmaction - INFO - Epoch [26][2080/3757] lr: 1.000e-02, eta: 1 day, 16:04:44, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.3124, loss: 2.3124, grad_norm: 3.7726 2021-01-29 16:47:47,761 - mmaction - INFO - Epoch [26][2100/3757] lr: 1.000e-02, eta: 1 day, 16:04:20, time: 0.272, data_time: 0.014, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.8423 2021-01-29 16:47:54,103 - mmaction - INFO - Epoch [26][2120/3757] lr: 1.000e-02, eta: 1 day, 16:03:58, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.8376 2021-01-29 16:47:59,872 - mmaction - INFO - Epoch [26][2140/3757] lr: 1.000e-02, eta: 1 day, 16:03:34, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7492, loss_cls: 2.1745, loss: 2.1745, grad_norm: 3.9658 2021-01-29 16:48:05,520 - mmaction - INFO - Epoch [26][2160/3757] lr: 1.000e-02, eta: 1 day, 16:03:10, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.2034, loss: 2.2034, grad_norm: 4.0944 2021-01-29 16:48:10,904 - mmaction - INFO - Epoch [26][2180/3757] lr: 1.000e-02, eta: 1 day, 16:02:46, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7602, loss_cls: 2.1254, loss: 2.1254, grad_norm: 3.9771 2021-01-29 16:48:17,227 - mmaction - INFO - Epoch [26][2200/3757] lr: 1.000e-02, eta: 1 day, 16:02:24, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.1942, loss: 2.1942, grad_norm: 4.0126 2021-01-29 16:48:23,061 - mmaction - INFO - Epoch [26][2220/3757] lr: 1.000e-02, eta: 1 day, 16:02:00, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.1677, loss: 2.1677, grad_norm: 3.8424 2021-01-29 16:48:29,171 - mmaction - INFO - Epoch [26][2240/3757] lr: 1.000e-02, eta: 1 day, 16:01:38, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2792, loss: 2.2792, grad_norm: 3.9427 2021-01-29 16:48:34,559 - mmaction - INFO - Epoch [26][2260/3757] lr: 1.000e-02, eta: 1 day, 16:01:13, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7297, loss_cls: 2.2712, loss: 2.2712, grad_norm: 3.8744 2021-01-29 16:48:40,923 - mmaction - INFO - Epoch [26][2280/3757] lr: 1.000e-02, eta: 1 day, 16:00:51, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7336, loss_cls: 2.2371, loss: 2.2371, grad_norm: 4.0046 2021-01-29 16:48:46,374 - mmaction - INFO - Epoch [26][2300/3757] lr: 1.000e-02, eta: 1 day, 16:00:27, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7250, loss_cls: 2.3114, loss: 2.3114, grad_norm: 3.8179 2021-01-29 16:48:51,512 - mmaction - INFO - Epoch [26][2320/3757] lr: 1.000e-02, eta: 1 day, 16:00:02, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7211, loss_cls: 2.1646, loss: 2.1646, grad_norm: 4.2879 2021-01-29 16:48:57,993 - mmaction - INFO - Epoch [26][2340/3757] lr: 1.000e-02, eta: 1 day, 15:59:40, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7250, loss_cls: 2.2382, loss: 2.2382, grad_norm: 3.8807 2021-01-29 16:49:03,992 - mmaction - INFO - Epoch [26][2360/3757] lr: 1.000e-02, eta: 1 day, 15:59:18, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7117, loss_cls: 2.3105, loss: 2.3105, grad_norm: 3.8573 2021-01-29 16:49:09,892 - mmaction - INFO - Epoch [26][2380/3757] lr: 1.000e-02, eta: 1 day, 15:58:54, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7477, loss_cls: 2.1812, loss: 2.1812, grad_norm: 3.7961 2021-01-29 16:49:15,576 - mmaction - INFO - Epoch [26][2400/3757] lr: 1.000e-02, eta: 1 day, 15:58:31, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1982, loss: 2.1982, grad_norm: 3.8913 2021-01-29 16:49:21,009 - mmaction - INFO - Epoch [26][2420/3757] lr: 1.000e-02, eta: 1 day, 15:58:06, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2519, loss: 2.2519, grad_norm: 3.8956 2021-01-29 16:49:26,836 - mmaction - INFO - Epoch [26][2440/3757] lr: 1.000e-02, eta: 1 day, 15:57:43, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.2567, loss: 2.2567, grad_norm: 3.7472 2021-01-29 16:49:33,210 - mmaction - INFO - Epoch [26][2460/3757] lr: 1.000e-02, eta: 1 day, 15:57:21, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7320, loss_cls: 2.2503, loss: 2.2503, grad_norm: 3.8815 2021-01-29 16:49:38,562 - mmaction - INFO - Epoch [26][2480/3757] lr: 1.000e-02, eta: 1 day, 15:56:57, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.8702 2021-01-29 16:49:43,732 - mmaction - INFO - Epoch [26][2500/3757] lr: 1.000e-02, eta: 1 day, 15:56:32, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7297, loss_cls: 2.2424, loss: 2.2424, grad_norm: 3.8749 2021-01-29 16:49:49,614 - mmaction - INFO - Epoch [26][2520/3757] lr: 1.000e-02, eta: 1 day, 15:56:08, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.1943, loss: 2.1943, grad_norm: 3.8921 2021-01-29 16:49:55,311 - mmaction - INFO - Epoch [26][2540/3757] lr: 1.000e-02, eta: 1 day, 15:55:45, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7008, loss_cls: 2.3101, loss: 2.3101, grad_norm: 3.9120 2021-01-29 16:50:01,377 - mmaction - INFO - Epoch [26][2560/3757] lr: 1.000e-02, eta: 1 day, 15:55:22, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.1995, loss: 2.1995, grad_norm: 3.8786 2021-01-29 16:50:07,621 - mmaction - INFO - Epoch [26][2580/3757] lr: 1.000e-02, eta: 1 day, 15:55:00, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7312, loss_cls: 2.2503, loss: 2.2503, grad_norm: 3.8548 2021-01-29 16:50:13,233 - mmaction - INFO - Epoch [26][2600/3757] lr: 1.000e-02, eta: 1 day, 15:54:37, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.7380 2021-01-29 16:50:18,732 - mmaction - INFO - Epoch [26][2620/3757] lr: 1.000e-02, eta: 1 day, 15:54:12, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.3763, loss: 2.3763, grad_norm: 3.8647 2021-01-29 16:50:24,637 - mmaction - INFO - Epoch [26][2640/3757] lr: 1.000e-02, eta: 1 day, 15:53:49, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7180, loss_cls: 2.2864, loss: 2.2864, grad_norm: 3.8561 2021-01-29 16:50:30,862 - mmaction - INFO - Epoch [26][2660/3757] lr: 1.000e-02, eta: 1 day, 15:53:27, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7156, loss_cls: 2.2553, loss: 2.2553, grad_norm: 3.7535 2021-01-29 16:50:36,753 - mmaction - INFO - Epoch [26][2680/3757] lr: 1.000e-02, eta: 1 day, 15:53:04, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7117, loss_cls: 2.2649, loss: 2.2649, grad_norm: 3.7560 2021-01-29 16:50:42,507 - mmaction - INFO - Epoch [26][2700/3757] lr: 1.000e-02, eta: 1 day, 15:52:41, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7266, loss_cls: 2.1836, loss: 2.1836, grad_norm: 3.7538 2021-01-29 16:50:48,564 - mmaction - INFO - Epoch [26][2720/3757] lr: 1.000e-02, eta: 1 day, 15:52:18, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7359, loss_cls: 2.2609, loss: 2.2609, grad_norm: 4.0061 2021-01-29 16:50:53,840 - mmaction - INFO - Epoch [26][2740/3757] lr: 1.000e-02, eta: 1 day, 15:51:54, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7352, loss_cls: 2.2090, loss: 2.2090, grad_norm: 3.7780 2021-01-29 16:50:59,302 - mmaction - INFO - Epoch [26][2760/3757] lr: 1.000e-02, eta: 1 day, 15:51:29, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2232, loss: 2.2232, grad_norm: 3.9577 2021-01-29 16:51:05,290 - mmaction - INFO - Epoch [26][2780/3757] lr: 1.000e-02, eta: 1 day, 15:51:07, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.7880 2021-01-29 16:51:10,943 - mmaction - INFO - Epoch [26][2800/3757] lr: 1.000e-02, eta: 1 day, 15:50:43, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7164, loss_cls: 2.2759, loss: 2.2759, grad_norm: 3.8340 2021-01-29 16:51:17,251 - mmaction - INFO - Epoch [26][2820/3757] lr: 1.000e-02, eta: 1 day, 15:50:21, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7016, loss_cls: 2.3269, loss: 2.3269, grad_norm: 3.8091 2021-01-29 16:51:22,662 - mmaction - INFO - Epoch [26][2840/3757] lr: 1.000e-02, eta: 1 day, 15:49:57, time: 0.271, data_time: 0.005, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.3267, loss: 2.3267, grad_norm: 3.8615 2021-01-29 16:51:28,660 - mmaction - INFO - Epoch [26][2860/3757] lr: 1.000e-02, eta: 1 day, 15:49:34, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7289, loss_cls: 2.2385, loss: 2.2385, grad_norm: 3.7871 2021-01-29 16:51:34,981 - mmaction - INFO - Epoch [26][2880/3757] lr: 1.000e-02, eta: 1 day, 15:49:13, time: 0.316, data_time: 0.003, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7367, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.8145 2021-01-29 16:51:40,654 - mmaction - INFO - Epoch [26][2900/3757] lr: 1.000e-02, eta: 1 day, 15:48:49, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7227, loss_cls: 2.3060, loss: 2.3060, grad_norm: 3.9241 2021-01-29 16:51:46,416 - mmaction - INFO - Epoch [26][2920/3757] lr: 1.000e-02, eta: 1 day, 15:48:26, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7312, loss_cls: 2.2141, loss: 2.2141, grad_norm: 3.8250 2021-01-29 16:51:52,715 - mmaction - INFO - Epoch [26][2940/3757] lr: 1.000e-02, eta: 1 day, 15:48:04, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7602, loss_cls: 2.1071, loss: 2.1071, grad_norm: 3.9462 2021-01-29 16:51:58,867 - mmaction - INFO - Epoch [26][2960/3757] lr: 1.000e-02, eta: 1 day, 15:47:42, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7375, loss_cls: 2.1759, loss: 2.1759, grad_norm: 3.9076 2021-01-29 16:52:04,362 - mmaction - INFO - Epoch [26][2980/3757] lr: 1.000e-02, eta: 1 day, 15:47:18, time: 0.275, data_time: 0.000, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7180, loss_cls: 2.2753, loss: 2.2753, grad_norm: 3.8124 2021-01-29 16:52:10,125 - mmaction - INFO - Epoch [26][3000/3757] lr: 1.000e-02, eta: 1 day, 15:46:55, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7461, loss_cls: 2.2187, loss: 2.2187, grad_norm: 3.8603 2021-01-29 16:52:16,629 - mmaction - INFO - Epoch [26][3020/3757] lr: 1.000e-02, eta: 1 day, 15:46:34, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7406, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.9817 2021-01-29 16:52:22,344 - mmaction - INFO - Epoch [26][3040/3757] lr: 1.000e-02, eta: 1 day, 15:46:10, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.2897, loss: 2.2897, grad_norm: 3.8209 2021-01-29 16:52:27,610 - mmaction - INFO - Epoch [26][3060/3757] lr: 1.000e-02, eta: 1 day, 15:45:46, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7211, loss_cls: 2.2558, loss: 2.2558, grad_norm: 3.7949 2021-01-29 16:52:33,829 - mmaction - INFO - Epoch [26][3080/3757] lr: 1.000e-02, eta: 1 day, 15:45:24, time: 0.311, data_time: 0.004, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7289, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.8335 2021-01-29 16:52:40,100 - mmaction - INFO - Epoch [26][3100/3757] lr: 1.000e-02, eta: 1 day, 15:45:02, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7227, loss_cls: 2.2074, loss: 2.2074, grad_norm: 4.1100 2021-01-29 16:52:45,698 - mmaction - INFO - Epoch [26][3120/3757] lr: 1.000e-02, eta: 1 day, 15:44:38, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7141, loss_cls: 2.3012, loss: 2.3012, grad_norm: 3.8596 2021-01-29 16:52:51,719 - mmaction - INFO - Epoch [26][3140/3757] lr: 1.000e-02, eta: 1 day, 15:44:16, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7328, loss_cls: 2.1864, loss: 2.1864, grad_norm: 3.8743 2021-01-29 16:52:58,047 - mmaction - INFO - Epoch [26][3160/3757] lr: 1.000e-02, eta: 1 day, 15:43:54, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7266, loss_cls: 2.2769, loss: 2.2769, grad_norm: 3.8441 2021-01-29 16:53:03,727 - mmaction - INFO - Epoch [26][3180/3757] lr: 1.000e-02, eta: 1 day, 15:43:31, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.2557, loss: 2.2557, grad_norm: 3.7709 2021-01-29 16:53:09,285 - mmaction - INFO - Epoch [26][3200/3757] lr: 1.000e-02, eta: 1 day, 15:43:07, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2589, loss: 2.2589, grad_norm: 3.8993 2021-01-29 16:53:15,430 - mmaction - INFO - Epoch [26][3220/3757] lr: 1.000e-02, eta: 1 day, 15:42:45, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7430, loss_cls: 2.2061, loss: 2.2061, grad_norm: 3.6866 2021-01-29 16:53:21,448 - mmaction - INFO - Epoch [26][3240/3757] lr: 1.000e-02, eta: 1 day, 15:42:22, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4367, top5_acc: 0.7172, loss_cls: 2.3480, loss: 2.3480, grad_norm: 3.9220 2021-01-29 16:53:27,287 - mmaction - INFO - Epoch [26][3260/3757] lr: 1.000e-02, eta: 1 day, 15:42:00, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7422, loss_cls: 2.2215, loss: 2.2215, grad_norm: 3.9058 2021-01-29 16:53:33,526 - mmaction - INFO - Epoch [26][3280/3757] lr: 1.000e-02, eta: 1 day, 15:41:38, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7430, loss_cls: 2.2209, loss: 2.2209, grad_norm: 3.9330 2021-01-29 16:53:38,982 - mmaction - INFO - Epoch [26][3300/3757] lr: 1.000e-02, eta: 1 day, 15:41:14, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7266, loss_cls: 2.2146, loss: 2.2146, grad_norm: 3.7267 2021-01-29 16:53:44,405 - mmaction - INFO - Epoch [26][3320/3757] lr: 1.000e-02, eta: 1 day, 15:40:50, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2314, loss: 2.2314, grad_norm: 3.8912 2021-01-29 16:53:49,909 - mmaction - INFO - Epoch [26][3340/3757] lr: 1.000e-02, eta: 1 day, 15:40:26, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2569, loss: 2.2569, grad_norm: 3.8466 2021-01-29 16:53:55,810 - mmaction - INFO - Epoch [26][3360/3757] lr: 1.000e-02, eta: 1 day, 15:40:03, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7336, loss_cls: 2.2530, loss: 2.2530, grad_norm: 3.7960 2021-01-29 16:54:02,028 - mmaction - INFO - Epoch [26][3380/3757] lr: 1.000e-02, eta: 1 day, 15:39:41, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7305, loss_cls: 2.2483, loss: 2.2483, grad_norm: 3.7487 2021-01-29 16:54:08,541 - mmaction - INFO - Epoch [26][3400/3757] lr: 1.000e-02, eta: 1 day, 15:39:20, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.2336, loss: 2.2336, grad_norm: 3.8773 2021-01-29 16:54:13,173 - mmaction - INFO - Epoch [26][3420/3757] lr: 1.000e-02, eta: 1 day, 15:38:54, time: 0.232, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7398, loss_cls: 2.1976, loss: 2.1976, grad_norm: 3.8810 2021-01-29 16:54:18,841 - mmaction - INFO - Epoch [26][3440/3757] lr: 1.000e-02, eta: 1 day, 15:38:30, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7375, loss_cls: 2.1742, loss: 2.1742, grad_norm: 3.7491 2021-01-29 16:54:24,630 - mmaction - INFO - Epoch [26][3460/3757] lr: 1.000e-02, eta: 1 day, 15:38:07, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.2545, loss: 2.2545, grad_norm: 3.8309 2021-01-29 16:54:29,755 - mmaction - INFO - Epoch [26][3480/3757] lr: 1.000e-02, eta: 1 day, 15:37:43, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.2303, loss: 2.2303, grad_norm: 3.8159 2021-01-29 16:54:35,526 - mmaction - INFO - Epoch [26][3500/3757] lr: 1.000e-02, eta: 1 day, 15:37:19, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7242, loss_cls: 2.1536, loss: 2.1536, grad_norm: 3.8192 2021-01-29 16:54:41,473 - mmaction - INFO - Epoch [26][3520/3757] lr: 1.000e-02, eta: 1 day, 15:36:57, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7273, loss_cls: 2.2175, loss: 2.2175, grad_norm: 3.8557 2021-01-29 16:54:46,862 - mmaction - INFO - Epoch [26][3540/3757] lr: 1.000e-02, eta: 1 day, 15:36:33, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7273, loss_cls: 2.2354, loss: 2.2354, grad_norm: 3.9118 2021-01-29 16:54:53,319 - mmaction - INFO - Epoch [26][3560/3757] lr: 1.000e-02, eta: 1 day, 15:36:12, time: 0.323, data_time: 0.003, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.1634, loss: 2.1634, grad_norm: 3.8134 2021-01-29 16:54:59,234 - mmaction - INFO - Epoch [26][3580/3757] lr: 1.000e-02, eta: 1 day, 15:35:49, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7297, loss_cls: 2.1720, loss: 2.1720, grad_norm: 3.9057 2021-01-29 16:55:04,818 - mmaction - INFO - Epoch [26][3600/3757] lr: 1.000e-02, eta: 1 day, 15:35:26, time: 0.279, data_time: 0.004, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.2319, loss: 2.2319, grad_norm: 3.9154 2021-01-29 16:55:10,638 - mmaction - INFO - Epoch [26][3620/3757] lr: 1.000e-02, eta: 1 day, 15:35:03, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7258, loss_cls: 2.2438, loss: 2.2438, grad_norm: 3.8975 2021-01-29 16:55:17,036 - mmaction - INFO - Epoch [26][3640/3757] lr: 1.000e-02, eta: 1 day, 15:34:41, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7258, loss_cls: 2.2693, loss: 2.2693, grad_norm: 3.8960 2021-01-29 16:55:22,879 - mmaction - INFO - Epoch [26][3660/3757] lr: 1.000e-02, eta: 1 day, 15:34:19, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7094, loss_cls: 2.3037, loss: 2.3037, grad_norm: 3.8815 2021-01-29 16:55:28,101 - mmaction - INFO - Epoch [26][3680/3757] lr: 1.000e-02, eta: 1 day, 15:33:54, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7336, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.8770 2021-01-29 16:55:34,128 - mmaction - INFO - Epoch [26][3700/3757] lr: 1.000e-02, eta: 1 day, 15:33:32, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7508, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.9439 2021-01-29 16:55:39,897 - mmaction - INFO - Epoch [26][3720/3757] lr: 1.000e-02, eta: 1 day, 15:33:09, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7273, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.7838 2021-01-29 16:55:45,738 - mmaction - INFO - Epoch [26][3740/3757] lr: 1.000e-02, eta: 1 day, 15:32:46, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7344, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.8521 2021-01-29 16:56:12,946 - mmaction - INFO - Saving checkpoint at 26 epochs 2021-01-29 17:11:43,854 - mmaction - INFO - Epoch [27][20/3757] lr: 1.000e-02, eta: 1 day, 16:15:39, time: 46.495, data_time: 46.034, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.2142, loss: 2.2142, grad_norm: 3.9421 2021-01-29 17:11:48,005 - mmaction - INFO - Epoch [27][40/3757] lr: 1.000e-02, eta: 1 day, 16:15:12, time: 0.235, data_time: 0.031, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.1278, loss: 2.1278, grad_norm: 3.9258 2021-01-29 17:11:52,180 - mmaction - INFO - Epoch [27][60/3757] lr: 1.000e-02, eta: 1 day, 16:14:44, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.1794, loss: 2.1794, grad_norm: 3.8691 2021-01-29 17:11:56,316 - mmaction - INFO - Epoch [27][80/3757] lr: 1.000e-02, eta: 1 day, 16:14:16, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7617, loss_cls: 2.0693, loss: 2.0693, grad_norm: 3.8196 2021-01-29 17:12:00,489 - mmaction - INFO - Epoch [27][100/3757] lr: 1.000e-02, eta: 1 day, 16:13:48, time: 0.206, data_time: 0.003, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7234, loss_cls: 2.2176, loss: 2.2176, grad_norm: 3.7984 2021-01-29 17:12:04,625 - mmaction - INFO - Epoch [27][120/3757] lr: 1.000e-02, eta: 1 day, 16:13:19, time: 0.209, data_time: 0.004, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7398, loss_cls: 2.2154, loss: 2.2154, grad_norm: 3.8705 2021-01-29 17:12:08,736 - mmaction - INFO - Epoch [27][140/3757] lr: 1.000e-02, eta: 1 day, 16:12:51, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.1496, loss: 2.1496, grad_norm: 3.9045 2021-01-29 17:12:12,849 - mmaction - INFO - Epoch [27][160/3757] lr: 1.000e-02, eta: 1 day, 16:12:23, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7539, loss_cls: 2.1485, loss: 2.1485, grad_norm: 3.8992 2021-01-29 17:12:17,021 - mmaction - INFO - Epoch [27][180/3757] lr: 1.000e-02, eta: 1 day, 16:11:55, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.2478, loss: 2.2478, grad_norm: 3.8849 2021-01-29 17:12:21,211 - mmaction - INFO - Epoch [27][200/3757] lr: 1.000e-02, eta: 1 day, 16:11:27, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2644, loss: 2.2644, grad_norm: 3.8432 2021-01-29 17:12:25,314 - mmaction - INFO - Epoch [27][220/3757] lr: 1.000e-02, eta: 1 day, 16:10:58, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7094, loss_cls: 2.3203, loss: 2.3203, grad_norm: 3.7864 2021-01-29 17:12:29,569 - mmaction - INFO - Epoch [27][240/3757] lr: 1.000e-02, eta: 1 day, 16:10:30, time: 0.213, data_time: 0.004, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7297, loss_cls: 2.2426, loss: 2.2426, grad_norm: 3.9657 2021-01-29 17:12:33,682 - mmaction - INFO - Epoch [27][260/3757] lr: 1.000e-02, eta: 1 day, 16:10:02, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7281, loss_cls: 2.1712, loss: 2.1712, grad_norm: 3.7360 2021-01-29 17:12:37,755 - mmaction - INFO - Epoch [27][280/3757] lr: 1.000e-02, eta: 1 day, 16:09:34, time: 0.204, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1780, loss: 2.1780, grad_norm: 3.9074 2021-01-29 17:12:41,980 - mmaction - INFO - Epoch [27][300/3757] lr: 1.000e-02, eta: 1 day, 16:09:06, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.2128, loss: 2.2128, grad_norm: 3.8071 2021-01-29 17:12:46,092 - mmaction - INFO - Epoch [27][320/3757] lr: 1.000e-02, eta: 1 day, 16:08:37, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2327, loss: 2.2327, grad_norm: 3.8525 2021-01-29 17:12:50,385 - mmaction - INFO - Epoch [27][340/3757] lr: 1.000e-02, eta: 1 day, 16:08:10, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.1790, loss: 2.1790, grad_norm: 3.7687 2021-01-29 17:12:54,496 - mmaction - INFO - Epoch [27][360/3757] lr: 1.000e-02, eta: 1 day, 16:07:42, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.3457, loss: 2.3457, grad_norm: 3.8540 2021-01-29 17:12:58,627 - mmaction - INFO - Epoch [27][380/3757] lr: 1.000e-02, eta: 1 day, 16:07:13, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.1761, loss: 2.1761, grad_norm: 3.8487 2021-01-29 17:13:02,942 - mmaction - INFO - Epoch [27][400/3757] lr: 1.000e-02, eta: 1 day, 16:06:46, time: 0.215, data_time: 0.004, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7172, loss_cls: 2.2880, loss: 2.2880, grad_norm: 3.9781 2021-01-29 17:13:07,250 - mmaction - INFO - Epoch [27][420/3757] lr: 1.000e-02, eta: 1 day, 16:06:18, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7281, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.9056 2021-01-29 17:13:11,731 - mmaction - INFO - Epoch [27][440/3757] lr: 1.000e-02, eta: 1 day, 16:05:51, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7211, loss_cls: 2.2526, loss: 2.2526, grad_norm: 3.7527 2021-01-29 17:13:16,050 - mmaction - INFO - Epoch [27][460/3757] lr: 1.000e-02, eta: 1 day, 16:05:23, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7445, loss_cls: 2.1631, loss: 2.1631, grad_norm: 3.9466 2021-01-29 17:13:20,561 - mmaction - INFO - Epoch [27][480/3757] lr: 1.000e-02, eta: 1 day, 16:04:56, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7383, loss_cls: 2.1845, loss: 2.1845, grad_norm: 3.9420 2021-01-29 17:13:25,084 - mmaction - INFO - Epoch [27][500/3757] lr: 1.000e-02, eta: 1 day, 16:04:29, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7414, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.8965 2021-01-29 17:13:29,652 - mmaction - INFO - Epoch [27][520/3757] lr: 1.000e-02, eta: 1 day, 16:04:02, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.9289 2021-01-29 17:13:34,051 - mmaction - INFO - Epoch [27][540/3757] lr: 1.000e-02, eta: 1 day, 16:03:35, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7289, loss_cls: 2.2609, loss: 2.2609, grad_norm: 3.8246 2021-01-29 17:13:38,969 - mmaction - INFO - Epoch [27][560/3757] lr: 1.000e-02, eta: 1 day, 16:03:09, time: 0.245, data_time: 0.000, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1618, loss: 2.1618, grad_norm: 3.8051 2021-01-29 17:13:43,468 - mmaction - INFO - Epoch [27][580/3757] lr: 1.000e-02, eta: 1 day, 16:02:42, time: 0.225, data_time: 0.003, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.8992 2021-01-29 17:13:48,609 - mmaction - INFO - Epoch [27][600/3757] lr: 1.000e-02, eta: 1 day, 16:02:17, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7375, loss_cls: 2.1994, loss: 2.1994, grad_norm: 3.7193 2021-01-29 17:13:54,273 - mmaction - INFO - Epoch [27][620/3757] lr: 1.000e-02, eta: 1 day, 16:01:53, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7422, loss_cls: 2.1758, loss: 2.1758, grad_norm: 3.8247 2021-01-29 17:13:59,056 - mmaction - INFO - Epoch [27][640/3757] lr: 1.000e-02, eta: 1 day, 16:01:27, time: 0.239, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7453, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.9815 2021-01-29 17:14:03,705 - mmaction - INFO - Epoch [27][660/3757] lr: 1.000e-02, eta: 1 day, 16:01:00, time: 0.233, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.3122, loss: 2.3122, grad_norm: 4.7193 2021-01-29 17:14:08,786 - mmaction - INFO - Epoch [27][680/3757] lr: 1.000e-02, eta: 1 day, 16:00:35, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7172, loss_cls: 2.2834, loss: 2.2834, grad_norm: 3.8891 2021-01-29 17:14:13,841 - mmaction - INFO - Epoch [27][700/3757] lr: 1.000e-02, eta: 1 day, 16:00:10, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7391, loss_cls: 2.2403, loss: 2.2403, grad_norm: 3.8761 2021-01-29 17:14:19,241 - mmaction - INFO - Epoch [27][720/3757] lr: 1.000e-02, eta: 1 day, 15:59:45, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7523, loss_cls: 2.1710, loss: 2.1710, grad_norm: 4.1236 2021-01-29 17:14:23,857 - mmaction - INFO - Epoch [27][740/3757] lr: 1.000e-02, eta: 1 day, 15:59:19, time: 0.231, data_time: 0.003, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7242, loss_cls: 2.2393, loss: 2.2393, grad_norm: 3.8914 2021-01-29 17:14:28,781 - mmaction - INFO - Epoch [27][760/3757] lr: 1.000e-02, eta: 1 day, 15:58:53, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.8578 2021-01-29 17:14:34,504 - mmaction - INFO - Epoch [27][780/3757] lr: 1.000e-02, eta: 1 day, 15:58:29, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7391, loss_cls: 2.1791, loss: 2.1791, grad_norm: 3.8323 2021-01-29 17:14:40,473 - mmaction - INFO - Epoch [27][800/3757] lr: 1.000e-02, eta: 1 day, 15:58:06, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7039, loss_cls: 2.2827, loss: 2.2827, grad_norm: 3.9054 2021-01-29 17:14:45,178 - mmaction - INFO - Epoch [27][820/3757] lr: 1.000e-02, eta: 1 day, 15:57:40, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7344, loss_cls: 2.2839, loss: 2.2839, grad_norm: 3.7811 2021-01-29 17:14:51,798 - mmaction - INFO - Epoch [27][840/3757] lr: 1.000e-02, eta: 1 day, 15:57:19, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1802, loss: 2.1802, grad_norm: 4.0442 2021-01-29 17:14:57,196 - mmaction - INFO - Epoch [27][860/3757] lr: 1.000e-02, eta: 1 day, 15:56:55, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7406, loss_cls: 2.1671, loss: 2.1671, grad_norm: 3.9252 2021-01-29 17:15:02,965 - mmaction - INFO - Epoch [27][880/3757] lr: 1.000e-02, eta: 1 day, 15:56:31, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1541, loss: 2.1541, grad_norm: 4.0235 2021-01-29 17:15:09,367 - mmaction - INFO - Epoch [27][900/3757] lr: 1.000e-02, eta: 1 day, 15:56:10, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2782, loss: 2.2782, grad_norm: 3.9928 2021-01-29 17:15:15,075 - mmaction - INFO - Epoch [27][920/3757] lr: 1.000e-02, eta: 1 day, 15:55:46, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7461, loss_cls: 2.1692, loss: 2.1692, grad_norm: 3.8644 2021-01-29 17:15:20,229 - mmaction - INFO - Epoch [27][940/3757] lr: 1.000e-02, eta: 1 day, 15:55:21, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7289, loss_cls: 2.1978, loss: 2.1978, grad_norm: 3.8702 2021-01-29 17:15:25,896 - mmaction - INFO - Epoch [27][960/3757] lr: 1.000e-02, eta: 1 day, 15:54:58, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7250, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.7179 2021-01-29 17:15:31,944 - mmaction - INFO - Epoch [27][980/3757] lr: 1.000e-02, eta: 1 day, 15:54:35, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7414, loss_cls: 2.1362, loss: 2.1362, grad_norm: 3.9290 2021-01-29 17:15:36,863 - mmaction - INFO - Epoch [27][1000/3757] lr: 1.000e-02, eta: 1 day, 15:54:10, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.1940, loss: 2.1940, grad_norm: 3.8381 2021-01-29 17:15:42,024 - mmaction - INFO - Epoch [27][1020/3757] lr: 1.000e-02, eta: 1 day, 15:53:45, time: 0.258, data_time: 0.000, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7242, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.9294 2021-01-29 17:15:48,057 - mmaction - INFO - Epoch [27][1040/3757] lr: 1.000e-02, eta: 1 day, 15:53:22, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7359, loss_cls: 2.2401, loss: 2.2401, grad_norm: 3.7704 2021-01-29 17:15:53,325 - mmaction - INFO - Epoch [27][1060/3757] lr: 1.000e-02, eta: 1 day, 15:52:57, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.8341 2021-01-29 17:15:59,530 - mmaction - INFO - Epoch [27][1080/3757] lr: 1.000e-02, eta: 1 day, 15:52:35, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.3246, loss: 2.3246, grad_norm: 4.0606 2021-01-29 17:16:04,860 - mmaction - INFO - Epoch [27][1100/3757] lr: 1.000e-02, eta: 1 day, 15:52:11, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.2900, loss: 2.2900, grad_norm: 3.8320 2021-01-29 17:16:10,913 - mmaction - INFO - Epoch [27][1120/3757] lr: 1.000e-02, eta: 1 day, 15:51:48, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.8115 2021-01-29 17:16:16,805 - mmaction - INFO - Epoch [27][1140/3757] lr: 1.000e-02, eta: 1 day, 15:51:25, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2719, loss: 2.2719, grad_norm: 3.7887 2021-01-29 17:16:22,044 - mmaction - INFO - Epoch [27][1160/3757] lr: 1.000e-02, eta: 1 day, 15:51:01, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7594, loss_cls: 2.1842, loss: 2.1842, grad_norm: 3.9583 2021-01-29 17:16:27,221 - mmaction - INFO - Epoch [27][1180/3757] lr: 1.000e-02, eta: 1 day, 15:50:36, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7508, loss_cls: 2.1459, loss: 2.1459, grad_norm: 3.9513 2021-01-29 17:16:33,654 - mmaction - INFO - Epoch [27][1200/3757] lr: 1.000e-02, eta: 1 day, 15:50:14, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7133, loss_cls: 2.2459, loss: 2.2459, grad_norm: 3.6908 2021-01-29 17:16:39,209 - mmaction - INFO - Epoch [27][1220/3757] lr: 1.000e-02, eta: 1 day, 15:49:51, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7086, loss_cls: 2.2976, loss: 2.2976, grad_norm: 3.9070 2021-01-29 17:16:44,945 - mmaction - INFO - Epoch [27][1240/3757] lr: 1.000e-02, eta: 1 day, 15:49:27, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7305, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.8186 2021-01-29 17:16:50,436 - mmaction - INFO - Epoch [27][1260/3757] lr: 1.000e-02, eta: 1 day, 15:49:03, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.2206, loss: 2.2206, grad_norm: 4.0283 2021-01-29 17:16:55,618 - mmaction - INFO - Epoch [27][1280/3757] lr: 1.000e-02, eta: 1 day, 15:48:39, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7352, loss_cls: 2.1935, loss: 2.1935, grad_norm: 3.7597 2021-01-29 17:17:01,678 - mmaction - INFO - Epoch [27][1300/3757] lr: 1.000e-02, eta: 1 day, 15:48:16, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.1709, loss: 2.1709, grad_norm: 3.8463 2021-01-29 17:17:07,557 - mmaction - INFO - Epoch [27][1320/3757] lr: 1.000e-02, eta: 1 day, 15:47:53, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1479, loss: 2.1479, grad_norm: 3.7888 2021-01-29 17:17:13,758 - mmaction - INFO - Epoch [27][1340/3757] lr: 1.000e-02, eta: 1 day, 15:47:31, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7367, loss_cls: 2.2209, loss: 2.2209, grad_norm: 3.8758 2021-01-29 17:17:19,329 - mmaction - INFO - Epoch [27][1360/3757] lr: 1.000e-02, eta: 1 day, 15:47:08, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7289, loss_cls: 2.2611, loss: 2.2611, grad_norm: 3.7488 2021-01-29 17:17:24,744 - mmaction - INFO - Epoch [27][1380/3757] lr: 1.000e-02, eta: 1 day, 15:46:43, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7195, loss_cls: 2.2162, loss: 2.2162, grad_norm: 3.8444 2021-01-29 17:17:30,883 - mmaction - INFO - Epoch [27][1400/3757] lr: 1.000e-02, eta: 1 day, 15:46:21, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4469, top5_acc: 0.6828, loss_cls: 2.4314, loss: 2.4314, grad_norm: 7.6222 2021-01-29 17:17:36,751 - mmaction - INFO - Epoch [27][1420/3757] lr: 1.000e-02, eta: 1 day, 15:45:58, time: 0.294, data_time: 0.004, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7125, loss_cls: 2.3576, loss: 2.3576, grad_norm: 4.1167 2021-01-29 17:17:42,541 - mmaction - INFO - Epoch [27][1440/3757] lr: 1.000e-02, eta: 1 day, 15:45:35, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7336, loss_cls: 2.2409, loss: 2.2409, grad_norm: 3.8905 2021-01-29 17:17:48,554 - mmaction - INFO - Epoch [27][1460/3757] lr: 1.000e-02, eta: 1 day, 15:45:13, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7164, loss_cls: 2.2533, loss: 2.2533, grad_norm: 3.8755 2021-01-29 17:17:54,418 - mmaction - INFO - Epoch [27][1480/3757] lr: 1.000e-02, eta: 1 day, 15:44:50, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7227, loss_cls: 2.2294, loss: 2.2294, grad_norm: 3.8660 2021-01-29 17:18:00,302 - mmaction - INFO - Epoch [27][1500/3757] lr: 1.000e-02, eta: 1 day, 15:44:27, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7266, loss_cls: 2.2885, loss: 2.2885, grad_norm: 3.9165 2021-01-29 17:18:06,202 - mmaction - INFO - Epoch [27][1520/3757] lr: 1.000e-02, eta: 1 day, 15:44:05, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7648, loss_cls: 2.0893, loss: 2.0893, grad_norm: 3.8703 2021-01-29 17:18:12,189 - mmaction - INFO - Epoch [27][1540/3757] lr: 1.000e-02, eta: 1 day, 15:43:42, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7305, loss_cls: 2.1728, loss: 2.1728, grad_norm: 4.0573 2021-01-29 17:18:18,122 - mmaction - INFO - Epoch [27][1560/3757] lr: 1.000e-02, eta: 1 day, 15:43:19, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7312, loss_cls: 2.2224, loss: 2.2224, grad_norm: 4.0034 2021-01-29 17:18:23,833 - mmaction - INFO - Epoch [27][1580/3757] lr: 1.000e-02, eta: 1 day, 15:42:56, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7164, loss_cls: 2.2528, loss: 2.2528, grad_norm: 3.8242 2021-01-29 17:18:29,261 - mmaction - INFO - Epoch [27][1600/3757] lr: 1.000e-02, eta: 1 day, 15:42:32, time: 0.271, data_time: 0.004, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7422, loss_cls: 2.2013, loss: 2.2013, grad_norm: 4.0127 2021-01-29 17:18:34,789 - mmaction - INFO - Epoch [27][1620/3757] lr: 1.000e-02, eta: 1 day, 15:42:08, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7328, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.9517 2021-01-29 17:18:40,921 - mmaction - INFO - Epoch [27][1640/3757] lr: 1.000e-02, eta: 1 day, 15:41:46, time: 0.307, data_time: 0.005, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1888, loss: 2.1888, grad_norm: 4.0130 2021-01-29 17:18:46,673 - mmaction - INFO - Epoch [27][1660/3757] lr: 1.000e-02, eta: 1 day, 15:41:23, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.9285 2021-01-29 17:18:52,523 - mmaction - INFO - Epoch [27][1680/3757] lr: 1.000e-02, eta: 1 day, 15:41:00, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7055, loss_cls: 2.3303, loss: 2.3303, grad_norm: 3.7334 2021-01-29 17:18:58,429 - mmaction - INFO - Epoch [27][1700/3757] lr: 1.000e-02, eta: 1 day, 15:40:38, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.1824, loss: 2.1824, grad_norm: 3.7692 2021-01-29 17:19:03,785 - mmaction - INFO - Epoch [27][1720/3757] lr: 1.000e-02, eta: 1 day, 15:40:14, time: 0.268, data_time: 0.005, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.1718, loss: 2.1718, grad_norm: 4.0388 2021-01-29 17:19:10,240 - mmaction - INFO - Epoch [27][1740/3757] lr: 1.000e-02, eta: 1 day, 15:39:52, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7281, loss_cls: 2.2912, loss: 2.2912, grad_norm: 3.9636 2021-01-29 17:19:16,615 - mmaction - INFO - Epoch [27][1760/3757] lr: 1.000e-02, eta: 1 day, 15:39:31, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.1522, loss: 2.1522, grad_norm: 3.9275 2021-01-29 17:19:22,140 - mmaction - INFO - Epoch [27][1780/3757] lr: 1.000e-02, eta: 1 day, 15:39:07, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3182, loss: 2.3182, grad_norm: 3.8876 2021-01-29 17:19:28,113 - mmaction - INFO - Epoch [27][1800/3757] lr: 1.000e-02, eta: 1 day, 15:38:45, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1102, loss: 2.1102, grad_norm: 3.7222 2021-01-29 17:19:33,750 - mmaction - INFO - Epoch [27][1820/3757] lr: 1.000e-02, eta: 1 day, 15:38:22, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7344, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.8653 2021-01-29 17:19:39,801 - mmaction - INFO - Epoch [27][1840/3757] lr: 1.000e-02, eta: 1 day, 15:37:59, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2183, loss: 2.2183, grad_norm: 3.9264 2021-01-29 17:19:45,229 - mmaction - INFO - Epoch [27][1860/3757] lr: 1.000e-02, eta: 1 day, 15:37:35, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7195, loss_cls: 2.2061, loss: 2.2061, grad_norm: 3.7826 2021-01-29 17:19:51,175 - mmaction - INFO - Epoch [27][1880/3757] lr: 1.000e-02, eta: 1 day, 15:37:13, time: 0.297, data_time: 0.005, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.1901, loss: 2.1901, grad_norm: 4.0463 2021-01-29 17:19:56,860 - mmaction - INFO - Epoch [27][1900/3757] lr: 1.000e-02, eta: 1 day, 15:36:50, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.1701, loss: 2.1701, grad_norm: 3.8324 2021-01-29 17:20:03,393 - mmaction - INFO - Epoch [27][1920/3757] lr: 1.000e-02, eta: 1 day, 15:36:29, time: 0.327, data_time: 0.005, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1727, loss: 2.1727, grad_norm: 3.9028 2021-01-29 17:20:09,552 - mmaction - INFO - Epoch [27][1940/3757] lr: 1.000e-02, eta: 1 day, 15:36:07, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7367, loss_cls: 2.1489, loss: 2.1489, grad_norm: 3.7445 2021-01-29 17:20:14,911 - mmaction - INFO - Epoch [27][1960/3757] lr: 1.000e-02, eta: 1 day, 15:35:43, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7211, loss_cls: 2.2730, loss: 2.2730, grad_norm: 4.0291 2021-01-29 17:20:20,885 - mmaction - INFO - Epoch [27][1980/3757] lr: 1.000e-02, eta: 1 day, 15:35:20, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.7869 2021-01-29 17:20:27,041 - mmaction - INFO - Epoch [27][2000/3757] lr: 1.000e-02, eta: 1 day, 15:34:59, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.1912, loss: 2.1912, grad_norm: 3.9123 2021-01-29 17:20:32,766 - mmaction - INFO - Epoch [27][2020/3757] lr: 1.000e-02, eta: 1 day, 15:34:36, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.1973, loss: 2.1973, grad_norm: 3.8308 2021-01-29 17:20:37,815 - mmaction - INFO - Epoch [27][2040/3757] lr: 1.000e-02, eta: 1 day, 15:34:11, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.2115, loss: 2.2115, grad_norm: 3.9390 2021-01-29 17:20:43,487 - mmaction - INFO - Epoch [27][2060/3757] lr: 1.000e-02, eta: 1 day, 15:33:47, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2834, loss: 2.2834, grad_norm: 3.7685 2021-01-29 17:20:49,894 - mmaction - INFO - Epoch [27][2080/3757] lr: 1.000e-02, eta: 1 day, 15:33:26, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7195, loss_cls: 2.3003, loss: 2.3003, grad_norm: 3.9020 2021-01-29 17:20:56,119 - mmaction - INFO - Epoch [27][2100/3757] lr: 1.000e-02, eta: 1 day, 15:33:05, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.1319, loss: 2.1319, grad_norm: 3.8507 2021-01-29 17:21:02,814 - mmaction - INFO - Epoch [27][2120/3757] lr: 1.000e-02, eta: 1 day, 15:32:44, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2720, loss: 2.2720, grad_norm: 3.9702 2021-01-29 17:21:08,329 - mmaction - INFO - Epoch [27][2140/3757] lr: 1.000e-02, eta: 1 day, 15:32:21, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2692, loss: 2.2692, grad_norm: 3.9107 2021-01-29 17:21:15,019 - mmaction - INFO - Epoch [27][2160/3757] lr: 1.000e-02, eta: 1 day, 15:32:00, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7570, loss_cls: 2.0692, loss: 2.0692, grad_norm: 3.7867 2021-01-29 17:21:20,752 - mmaction - INFO - Epoch [27][2180/3757] lr: 1.000e-02, eta: 1 day, 15:31:37, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.2137, loss: 2.2137, grad_norm: 3.9776 2021-01-29 17:21:26,468 - mmaction - INFO - Epoch [27][2200/3757] lr: 1.000e-02, eta: 1 day, 15:31:14, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.1919, loss: 2.1919, grad_norm: 3.8492 2021-01-29 17:21:32,380 - mmaction - INFO - Epoch [27][2220/3757] lr: 1.000e-02, eta: 1 day, 15:30:52, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7406, loss_cls: 2.2286, loss: 2.2286, grad_norm: 4.1019 2021-01-29 17:21:38,237 - mmaction - INFO - Epoch [27][2240/3757] lr: 1.000e-02, eta: 1 day, 15:30:29, time: 0.294, data_time: 0.004, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7273, loss_cls: 2.2451, loss: 2.2451, grad_norm: 3.8744 2021-01-29 17:21:44,071 - mmaction - INFO - Epoch [27][2260/3757] lr: 1.000e-02, eta: 1 day, 15:30:07, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7430, loss_cls: 2.1617, loss: 2.1617, grad_norm: 3.7637 2021-01-29 17:21:50,376 - mmaction - INFO - Epoch [27][2280/3757] lr: 1.000e-02, eta: 1 day, 15:29:45, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7164, loss_cls: 2.3148, loss: 2.3148, grad_norm: 3.8701 2021-01-29 17:21:55,714 - mmaction - INFO - Epoch [27][2300/3757] lr: 1.000e-02, eta: 1 day, 15:29:21, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7328, loss_cls: 2.2394, loss: 2.2394, grad_norm: 3.8773 2021-01-29 17:22:02,137 - mmaction - INFO - Epoch [27][2320/3757] lr: 1.000e-02, eta: 1 day, 15:29:00, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1652, loss: 2.1652, grad_norm: 4.0010 2021-01-29 17:22:07,725 - mmaction - INFO - Epoch [27][2340/3757] lr: 1.000e-02, eta: 1 day, 15:28:37, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7406, loss_cls: 2.2369, loss: 2.2369, grad_norm: 3.8700 2021-01-29 17:22:13,924 - mmaction - INFO - Epoch [27][2360/3757] lr: 1.000e-02, eta: 1 day, 15:28:15, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2430, loss: 2.2430, grad_norm: 3.8107 2021-01-29 17:22:19,726 - mmaction - INFO - Epoch [27][2380/3757] lr: 1.000e-02, eta: 1 day, 15:27:52, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.2829, loss: 2.2829, grad_norm: 3.9400 2021-01-29 17:22:25,723 - mmaction - INFO - Epoch [27][2400/3757] lr: 1.000e-02, eta: 1 day, 15:27:30, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.2026, loss: 2.2026, grad_norm: 3.8419 2021-01-29 17:22:32,476 - mmaction - INFO - Epoch [27][2420/3757] lr: 1.000e-02, eta: 1 day, 15:27:10, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.1174, loss: 2.1174, grad_norm: 3.7901 2021-01-29 17:22:38,225 - mmaction - INFO - Epoch [27][2440/3757] lr: 1.000e-02, eta: 1 day, 15:26:47, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7375, loss_cls: 2.1763, loss: 2.1763, grad_norm: 3.8555 2021-01-29 17:22:44,701 - mmaction - INFO - Epoch [27][2460/3757] lr: 1.000e-02, eta: 1 day, 15:26:26, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3243, loss: 2.3243, grad_norm: 3.9804 2021-01-29 17:22:50,182 - mmaction - INFO - Epoch [27][2480/3757] lr: 1.000e-02, eta: 1 day, 15:26:03, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1168, loss: 2.1168, grad_norm: 3.8974 2021-01-29 17:22:56,286 - mmaction - INFO - Epoch [27][2500/3757] lr: 1.000e-02, eta: 1 day, 15:25:41, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.2545, loss: 2.2545, grad_norm: 3.8011 2021-01-29 17:23:01,768 - mmaction - INFO - Epoch [27][2520/3757] lr: 1.000e-02, eta: 1 day, 15:25:17, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1918, loss: 2.1918, grad_norm: 3.8506 2021-01-29 17:23:07,465 - mmaction - INFO - Epoch [27][2540/3757] lr: 1.000e-02, eta: 1 day, 15:24:54, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2000, loss: 2.2000, grad_norm: 3.8224 2021-01-29 17:23:13,691 - mmaction - INFO - Epoch [27][2560/3757] lr: 1.000e-02, eta: 1 day, 15:24:33, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.2066, loss: 2.2066, grad_norm: 3.8425 2021-01-29 17:23:19,199 - mmaction - INFO - Epoch [27][2580/3757] lr: 1.000e-02, eta: 1 day, 15:24:09, time: 0.276, data_time: 0.006, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7234, loss_cls: 2.2851, loss: 2.2851, grad_norm: 3.9024 2021-01-29 17:23:25,033 - mmaction - INFO - Epoch [27][2600/3757] lr: 1.000e-02, eta: 1 day, 15:23:47, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7250, loss_cls: 2.2791, loss: 2.2791, grad_norm: 3.8745 2021-01-29 17:23:31,118 - mmaction - INFO - Epoch [27][2620/3757] lr: 1.000e-02, eta: 1 day, 15:23:25, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7422, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.8364 2021-01-29 17:23:37,474 - mmaction - INFO - Epoch [27][2640/3757] lr: 1.000e-02, eta: 1 day, 15:23:04, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7281, loss_cls: 2.2680, loss: 2.2680, grad_norm: 3.8883 2021-01-29 17:23:43,393 - mmaction - INFO - Epoch [27][2660/3757] lr: 1.000e-02, eta: 1 day, 15:22:42, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7180, loss_cls: 2.2992, loss: 2.2992, grad_norm: 3.7926 2021-01-29 17:23:49,962 - mmaction - INFO - Epoch [27][2680/3757] lr: 1.000e-02, eta: 1 day, 15:22:21, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7344, loss_cls: 2.2483, loss: 2.2483, grad_norm: 3.9325 2021-01-29 17:23:55,263 - mmaction - INFO - Epoch [27][2700/3757] lr: 1.000e-02, eta: 1 day, 15:21:57, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7172, loss_cls: 2.2162, loss: 2.2162, grad_norm: 3.8170 2021-01-29 17:24:01,050 - mmaction - INFO - Epoch [27][2720/3757] lr: 1.000e-02, eta: 1 day, 15:21:34, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2116, loss: 2.2116, grad_norm: 3.9202 2021-01-29 17:24:07,064 - mmaction - INFO - Epoch [27][2740/3757] lr: 1.000e-02, eta: 1 day, 15:21:12, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7227, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.7823 2021-01-29 17:24:12,923 - mmaction - INFO - Epoch [27][2760/3757] lr: 1.000e-02, eta: 1 day, 15:20:50, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7227, loss_cls: 2.3262, loss: 2.3262, grad_norm: 3.8723 2021-01-29 17:24:18,457 - mmaction - INFO - Epoch [27][2780/3757] lr: 1.000e-02, eta: 1 day, 15:20:27, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2953, loss: 2.2953, grad_norm: 3.7872 2021-01-29 17:24:25,305 - mmaction - INFO - Epoch [27][2800/3757] lr: 1.000e-02, eta: 1 day, 15:20:07, time: 0.342, data_time: 0.005, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7695, loss_cls: 2.0576, loss: 2.0576, grad_norm: 3.6944 2021-01-29 17:24:30,753 - mmaction - INFO - Epoch [27][2820/3757] lr: 1.000e-02, eta: 1 day, 15:19:43, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7070, loss_cls: 2.2795, loss: 2.2795, grad_norm: 3.9249 2021-01-29 17:24:37,061 - mmaction - INFO - Epoch [27][2840/3757] lr: 1.000e-02, eta: 1 day, 15:19:22, time: 0.315, data_time: 0.005, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7336, loss_cls: 2.2775, loss: 2.2775, grad_norm: 3.8628 2021-01-29 17:24:42,279 - mmaction - INFO - Epoch [27][2860/3757] lr: 1.000e-02, eta: 1 day, 15:18:58, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.2195, loss: 2.2195, grad_norm: 3.7178 2021-01-29 17:24:48,121 - mmaction - INFO - Epoch [27][2880/3757] lr: 1.000e-02, eta: 1 day, 15:18:36, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7266, loss_cls: 2.2438, loss: 2.2438, grad_norm: 3.9080 2021-01-29 17:24:53,922 - mmaction - INFO - Epoch [27][2900/3757] lr: 1.000e-02, eta: 1 day, 15:18:13, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7414, loss_cls: 2.1353, loss: 2.1353, grad_norm: 3.6935 2021-01-29 17:25:00,180 - mmaction - INFO - Epoch [27][2920/3757] lr: 1.000e-02, eta: 1 day, 15:17:52, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7281, loss_cls: 2.2226, loss: 2.2226, grad_norm: 3.8984 2021-01-29 17:25:06,175 - mmaction - INFO - Epoch [27][2940/3757] lr: 1.000e-02, eta: 1 day, 15:17:30, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7117, loss_cls: 2.2219, loss: 2.2219, grad_norm: 3.7354 2021-01-29 17:25:11,899 - mmaction - INFO - Epoch [27][2960/3757] lr: 1.000e-02, eta: 1 day, 15:17:07, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7312, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.8004 2021-01-29 17:25:18,173 - mmaction - INFO - Epoch [27][2980/3757] lr: 1.000e-02, eta: 1 day, 15:16:46, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2170, loss: 2.2170, grad_norm: 3.9970 2021-01-29 17:25:23,849 - mmaction - INFO - Epoch [27][3000/3757] lr: 1.000e-02, eta: 1 day, 15:16:23, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7289, loss_cls: 2.2366, loss: 2.2366, grad_norm: 3.8590 2021-01-29 17:25:29,622 - mmaction - INFO - Epoch [27][3020/3757] lr: 1.000e-02, eta: 1 day, 15:16:00, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7367, loss_cls: 2.3034, loss: 2.3034, grad_norm: 3.9071 2021-01-29 17:25:35,816 - mmaction - INFO - Epoch [27][3040/3757] lr: 1.000e-02, eta: 1 day, 15:15:39, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.1722, loss: 2.1722, grad_norm: 3.9125 2021-01-29 17:25:41,325 - mmaction - INFO - Epoch [27][3060/3757] lr: 1.000e-02, eta: 1 day, 15:15:15, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7578, loss_cls: 2.1660, loss: 2.1660, grad_norm: 3.8398 2021-01-29 17:25:47,106 - mmaction - INFO - Epoch [27][3080/3757] lr: 1.000e-02, eta: 1 day, 15:14:53, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4562, top5_acc: 0.7359, loss_cls: 2.2826, loss: 2.2826, grad_norm: 3.8603 2021-01-29 17:25:53,300 - mmaction - INFO - Epoch [27][3100/3757] lr: 1.000e-02, eta: 1 day, 15:14:32, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7133, loss_cls: 2.2457, loss: 2.2457, grad_norm: 3.8476 2021-01-29 17:25:59,383 - mmaction - INFO - Epoch [27][3120/3757] lr: 1.000e-02, eta: 1 day, 15:14:10, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7609, loss_cls: 2.1495, loss: 2.1495, grad_norm: 3.7840 2021-01-29 17:26:05,633 - mmaction - INFO - Epoch [27][3140/3757] lr: 1.000e-02, eta: 1 day, 15:13:49, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7242, loss_cls: 2.2419, loss: 2.2419, grad_norm: 3.7165 2021-01-29 17:26:11,318 - mmaction - INFO - Epoch [27][3160/3757] lr: 1.000e-02, eta: 1 day, 15:13:26, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7352, loss_cls: 2.2293, loss: 2.2293, grad_norm: 3.9720 2021-01-29 17:26:16,811 - mmaction - INFO - Epoch [27][3180/3757] lr: 1.000e-02, eta: 1 day, 15:13:02, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7172, loss_cls: 2.2984, loss: 2.2984, grad_norm: 3.8455 2021-01-29 17:26:22,220 - mmaction - INFO - Epoch [27][3200/3757] lr: 1.000e-02, eta: 1 day, 15:12:39, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2022, loss: 2.2022, grad_norm: 3.7649 2021-01-29 17:26:27,695 - mmaction - INFO - Epoch [27][3220/3757] lr: 1.000e-02, eta: 1 day, 15:12:16, time: 0.273, data_time: 0.004, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7273, loss_cls: 2.3003, loss: 2.3003, grad_norm: 3.7545 2021-01-29 17:26:34,428 - mmaction - INFO - Epoch [27][3240/3757] lr: 1.000e-02, eta: 1 day, 15:11:56, time: 0.337, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1446, loss: 2.1446, grad_norm: 3.8940 2021-01-29 17:26:40,086 - mmaction - INFO - Epoch [27][3260/3757] lr: 1.000e-02, eta: 1 day, 15:11:33, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7180, loss_cls: 2.2939, loss: 2.2939, grad_norm: 3.8562 2021-01-29 17:26:45,687 - mmaction - INFO - Epoch [27][3280/3757] lr: 1.000e-02, eta: 1 day, 15:11:10, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7227, loss_cls: 2.2987, loss: 2.2987, grad_norm: 3.8318 2021-01-29 17:26:52,326 - mmaction - INFO - Epoch [27][3300/3757] lr: 1.000e-02, eta: 1 day, 15:10:50, time: 0.333, data_time: 0.010, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1621, loss: 2.1621, grad_norm: 3.7312 2021-01-29 17:26:58,423 - mmaction - INFO - Epoch [27][3320/3757] lr: 1.000e-02, eta: 1 day, 15:10:28, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.2308, loss: 2.2308, grad_norm: 3.7771 2021-01-29 17:27:04,520 - mmaction - INFO - Epoch [27][3340/3757] lr: 1.000e-02, eta: 1 day, 15:10:06, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7344, loss_cls: 2.2703, loss: 2.2703, grad_norm: 3.9808 2021-01-29 17:27:10,087 - mmaction - INFO - Epoch [27][3360/3757] lr: 1.000e-02, eta: 1 day, 15:09:43, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7094, loss_cls: 2.3244, loss: 2.3244, grad_norm: 3.9098 2021-01-29 17:27:15,778 - mmaction - INFO - Epoch [27][3380/3757] lr: 1.000e-02, eta: 1 day, 15:09:21, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7156, loss_cls: 2.3584, loss: 2.3584, grad_norm: 3.7866 2021-01-29 17:27:21,784 - mmaction - INFO - Epoch [27][3400/3757] lr: 1.000e-02, eta: 1 day, 15:08:59, time: 0.300, data_time: 0.005, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7359, loss_cls: 2.1835, loss: 2.1835, grad_norm: 4.0344 2021-01-29 17:27:27,725 - mmaction - INFO - Epoch [27][3420/3757] lr: 1.000e-02, eta: 1 day, 15:08:37, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7250, loss_cls: 2.2828, loss: 2.2828, grad_norm: 3.8349 2021-01-29 17:27:34,056 - mmaction - INFO - Epoch [27][3440/3757] lr: 1.000e-02, eta: 1 day, 15:08:16, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3024, loss: 2.3024, grad_norm: 3.8568 2021-01-29 17:27:39,934 - mmaction - INFO - Epoch [27][3460/3757] lr: 1.000e-02, eta: 1 day, 15:07:54, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.1959, loss: 2.1959, grad_norm: 3.8253 2021-01-29 17:27:46,432 - mmaction - INFO - Epoch [27][3480/3757] lr: 1.000e-02, eta: 1 day, 15:07:33, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7258, loss_cls: 2.2127, loss: 2.2127, grad_norm: 3.7505 2021-01-29 17:27:51,822 - mmaction - INFO - Epoch [27][3500/3757] lr: 1.000e-02, eta: 1 day, 15:07:10, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2120, loss: 2.2120, grad_norm: 3.9638 2021-01-29 17:27:57,217 - mmaction - INFO - Epoch [27][3520/3757] lr: 1.000e-02, eta: 1 day, 15:06:46, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7211, loss_cls: 2.2573, loss: 2.2573, grad_norm: 3.8372 2021-01-29 17:28:03,284 - mmaction - INFO - Epoch [27][3540/3757] lr: 1.000e-02, eta: 1 day, 15:06:25, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1909, loss: 2.1909, grad_norm: 4.3075 2021-01-29 17:28:09,451 - mmaction - INFO - Epoch [27][3560/3757] lr: 1.000e-02, eta: 1 day, 15:06:03, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7203, loss_cls: 2.2619, loss: 2.2619, grad_norm: 3.8807 2021-01-29 17:28:15,671 - mmaction - INFO - Epoch [27][3580/3757] lr: 1.000e-02, eta: 1 day, 15:05:42, time: 0.311, data_time: 0.004, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7359, loss_cls: 2.2286, loss: 2.2286, grad_norm: 3.7398 2021-01-29 17:28:21,190 - mmaction - INFO - Epoch [27][3600/3757] lr: 1.000e-02, eta: 1 day, 15:05:19, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7219, loss_cls: 2.2361, loss: 2.2361, grad_norm: 3.8253 2021-01-29 17:28:27,629 - mmaction - INFO - Epoch [27][3620/3757] lr: 1.000e-02, eta: 1 day, 15:04:59, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7227, loss_cls: 2.2461, loss: 2.2461, grad_norm: 3.8446 2021-01-29 17:28:33,361 - mmaction - INFO - Epoch [27][3640/3757] lr: 1.000e-02, eta: 1 day, 15:04:36, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.6949 2021-01-29 17:28:39,524 - mmaction - INFO - Epoch [27][3660/3757] lr: 1.000e-02, eta: 1 day, 15:04:15, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7438, loss_cls: 2.2163, loss: 2.2163, grad_norm: 3.8291 2021-01-29 17:28:45,402 - mmaction - INFO - Epoch [27][3680/3757] lr: 1.000e-02, eta: 1 day, 15:03:53, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7203, loss_cls: 2.2695, loss: 2.2695, grad_norm: 3.9515 2021-01-29 17:28:51,244 - mmaction - INFO - Epoch [27][3700/3757] lr: 1.000e-02, eta: 1 day, 15:03:30, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7406, loss_cls: 2.2289, loss: 2.2289, grad_norm: 3.9303 2021-01-29 17:28:56,863 - mmaction - INFO - Epoch [27][3720/3757] lr: 1.000e-02, eta: 1 day, 15:03:08, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.3095, loss: 2.3095, grad_norm: 3.7626 2021-01-29 17:29:02,208 - mmaction - INFO - Epoch [27][3740/3757] lr: 1.000e-02, eta: 1 day, 15:02:44, time: 0.268, data_time: 0.010, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7164, loss_cls: 2.2004, loss: 2.2004, grad_norm: 3.7641 2021-01-29 17:29:27,503 - mmaction - INFO - Saving checkpoint at 27 epochs 2021-01-29 17:42:37,750 - mmaction - INFO - Epoch [28][20/3757] lr: 1.000e-02, eta: 1 day, 15:37:08, time: 39.486, data_time: 38.957, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.2158, loss: 2.2158, grad_norm: 3.7987 2021-01-29 17:42:41,898 - mmaction - INFO - Epoch [28][40/3757] lr: 1.000e-02, eta: 1 day, 15:36:42, time: 0.219, data_time: 0.013, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7297, loss_cls: 2.2073, loss: 2.2073, grad_norm: 3.8459 2021-01-29 17:42:46,022 - mmaction - INFO - Epoch [28][60/3757] lr: 1.000e-02, eta: 1 day, 15:36:14, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7031, loss_cls: 2.2591, loss: 2.2591, grad_norm: 3.9454 2021-01-29 17:42:50,203 - mmaction - INFO - Epoch [28][80/3757] lr: 1.000e-02, eta: 1 day, 15:35:47, time: 0.209, data_time: 0.004, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.2104, loss: 2.2104, grad_norm: 3.8693 2021-01-29 17:42:54,327 - mmaction - INFO - Epoch [28][100/3757] lr: 1.000e-02, eta: 1 day, 15:35:20, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7445, loss_cls: 2.1900, loss: 2.1900, grad_norm: 3.9310 2021-01-29 17:42:58,467 - mmaction - INFO - Epoch [28][120/3757] lr: 1.000e-02, eta: 1 day, 15:34:53, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.9426 2021-01-29 17:43:02,674 - mmaction - INFO - Epoch [28][140/3757] lr: 1.000e-02, eta: 1 day, 15:34:26, time: 0.210, data_time: 0.004, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7281, loss_cls: 2.1833, loss: 2.1833, grad_norm: 3.7813 2021-01-29 17:43:06,799 - mmaction - INFO - Epoch [28][160/3757] lr: 1.000e-02, eta: 1 day, 15:33:58, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1546, loss: 2.1546, grad_norm: 3.8306 2021-01-29 17:43:10,936 - mmaction - INFO - Epoch [28][180/3757] lr: 1.000e-02, eta: 1 day, 15:33:31, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7250, loss_cls: 2.2460, loss: 2.2460, grad_norm: 3.7980 2021-01-29 17:43:15,171 - mmaction - INFO - Epoch [28][200/3757] lr: 1.000e-02, eta: 1 day, 15:33:04, time: 0.211, data_time: 0.004, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.7985 2021-01-29 17:43:19,288 - mmaction - INFO - Epoch [28][220/3757] lr: 1.000e-02, eta: 1 day, 15:32:37, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7258, loss_cls: 2.2539, loss: 2.2539, grad_norm: 3.8807 2021-01-29 17:43:23,524 - mmaction - INFO - Epoch [28][240/3757] lr: 1.000e-02, eta: 1 day, 15:32:10, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1322, loss: 2.1322, grad_norm: 3.7304 2021-01-29 17:43:27,681 - mmaction - INFO - Epoch [28][260/3757] lr: 1.000e-02, eta: 1 day, 15:31:43, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7359, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.9283 2021-01-29 17:43:31,806 - mmaction - INFO - Epoch [28][280/3757] lr: 1.000e-02, eta: 1 day, 15:31:15, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7477, loss_cls: 2.1812, loss: 2.1812, grad_norm: 3.6958 2021-01-29 17:43:36,161 - mmaction - INFO - Epoch [28][300/3757] lr: 1.000e-02, eta: 1 day, 15:30:49, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.0940, loss: 2.0940, grad_norm: 3.8038 2021-01-29 17:43:40,291 - mmaction - INFO - Epoch [28][320/3757] lr: 1.000e-02, eta: 1 day, 15:30:21, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7195, loss_cls: 2.2215, loss: 2.2215, grad_norm: 3.8238 2021-01-29 17:43:44,714 - mmaction - INFO - Epoch [28][340/3757] lr: 1.000e-02, eta: 1 day, 15:29:55, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7453, loss_cls: 2.1343, loss: 2.1343, grad_norm: 3.8159 2021-01-29 17:43:48,841 - mmaction - INFO - Epoch [28][360/3757] lr: 1.000e-02, eta: 1 day, 15:29:28, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1098, loss: 2.1098, grad_norm: 3.8270 2021-01-29 17:43:53,153 - mmaction - INFO - Epoch [28][380/3757] lr: 1.000e-02, eta: 1 day, 15:29:01, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7344, loss_cls: 2.1655, loss: 2.1655, grad_norm: 3.7999 2021-01-29 17:43:57,494 - mmaction - INFO - Epoch [28][400/3757] lr: 1.000e-02, eta: 1 day, 15:28:34, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.8445 2021-01-29 17:44:01,833 - mmaction - INFO - Epoch [28][420/3757] lr: 1.000e-02, eta: 1 day, 15:28:08, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7172, loss_cls: 2.2356, loss: 2.2356, grad_norm: 3.9281 2021-01-29 17:44:06,292 - mmaction - INFO - Epoch [28][440/3757] lr: 1.000e-02, eta: 1 day, 15:27:42, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2325, loss: 2.2325, grad_norm: 3.7920 2021-01-29 17:44:10,668 - mmaction - INFO - Epoch [28][460/3757] lr: 1.000e-02, eta: 1 day, 15:27:15, time: 0.219, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1527, loss: 2.1527, grad_norm: 3.7498 2021-01-29 17:44:15,534 - mmaction - INFO - Epoch [28][480/3757] lr: 1.000e-02, eta: 1 day, 15:26:50, time: 0.243, data_time: 0.000, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7266, loss_cls: 2.2362, loss: 2.2362, grad_norm: 4.0339 2021-01-29 17:44:20,326 - mmaction - INFO - Epoch [28][500/3757] lr: 1.000e-02, eta: 1 day, 15:26:25, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7250, loss_cls: 2.2421, loss: 2.2421, grad_norm: 3.7736 2021-01-29 17:44:25,476 - mmaction - INFO - Epoch [28][520/3757] lr: 1.000e-02, eta: 1 day, 15:26:00, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.8729 2021-01-29 17:44:29,832 - mmaction - INFO - Epoch [28][540/3757] lr: 1.000e-02, eta: 1 day, 15:25:34, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1888, loss: 2.1888, grad_norm: 3.8238 2021-01-29 17:44:34,969 - mmaction - INFO - Epoch [28][560/3757] lr: 1.000e-02, eta: 1 day, 15:25:09, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7492, loss_cls: 2.1217, loss: 2.1217, grad_norm: 3.7645 2021-01-29 17:44:39,564 - mmaction - INFO - Epoch [28][580/3757] lr: 1.000e-02, eta: 1 day, 15:24:43, time: 0.230, data_time: 0.002, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7250, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.8824 2021-01-29 17:44:44,607 - mmaction - INFO - Epoch [28][600/3757] lr: 1.000e-02, eta: 1 day, 15:24:19, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7406, loss_cls: 2.1505, loss: 2.1505, grad_norm: 3.8766 2021-01-29 17:44:49,665 - mmaction - INFO - Epoch [28][620/3757] lr: 1.000e-02, eta: 1 day, 15:23:54, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7430, loss_cls: 2.2115, loss: 2.2115, grad_norm: 3.8857 2021-01-29 17:44:54,805 - mmaction - INFO - Epoch [28][640/3757] lr: 1.000e-02, eta: 1 day, 15:23:30, time: 0.257, data_time: 0.004, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7516, loss_cls: 2.1513, loss: 2.1513, grad_norm: 3.8094 2021-01-29 17:45:00,438 - mmaction - INFO - Epoch [28][660/3757] lr: 1.000e-02, eta: 1 day, 15:23:07, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7359, loss_cls: 2.1992, loss: 2.1992, grad_norm: 3.9464 2021-01-29 17:45:05,153 - mmaction - INFO - Epoch [28][680/3757] lr: 1.000e-02, eta: 1 day, 15:22:41, time: 0.235, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7438, loss_cls: 2.2028, loss: 2.2028, grad_norm: 3.8585 2021-01-29 17:45:10,526 - mmaction - INFO - Epoch [28][700/3757] lr: 1.000e-02, eta: 1 day, 15:22:17, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.1336, loss: 2.1336, grad_norm: 3.8372 2021-01-29 17:45:16,437 - mmaction - INFO - Epoch [28][720/3757] lr: 1.000e-02, eta: 1 day, 15:21:55, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7305, loss_cls: 2.2157, loss: 2.2157, grad_norm: 4.0870 2021-01-29 17:45:21,644 - mmaction - INFO - Epoch [28][740/3757] lr: 1.000e-02, eta: 1 day, 15:21:31, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7281, loss_cls: 2.2097, loss: 2.2097, grad_norm: 3.9223 2021-01-29 17:45:26,867 - mmaction - INFO - Epoch [28][760/3757] lr: 1.000e-02, eta: 1 day, 15:21:07, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.2877, loss: 2.2877, grad_norm: 3.8246 2021-01-29 17:45:32,019 - mmaction - INFO - Epoch [28][780/3757] lr: 1.000e-02, eta: 1 day, 15:20:43, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.2027, loss: 2.2027, grad_norm: 3.8352 2021-01-29 17:45:37,202 - mmaction - INFO - Epoch [28][800/3757] lr: 1.000e-02, eta: 1 day, 15:20:18, time: 0.259, data_time: 0.003, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.2502, loss: 2.2502, grad_norm: 3.7701 2021-01-29 17:45:42,135 - mmaction - INFO - Epoch [28][820/3757] lr: 1.000e-02, eta: 1 day, 15:19:53, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.8776 2021-01-29 17:45:48,224 - mmaction - INFO - Epoch [28][840/3757] lr: 1.000e-02, eta: 1 day, 15:19:32, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.1695, loss: 2.1695, grad_norm: 3.7019 2021-01-29 17:45:53,524 - mmaction - INFO - Epoch [28][860/3757] lr: 1.000e-02, eta: 1 day, 15:19:08, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.4781, top5_acc: 0.6984, loss_cls: 2.3450, loss: 2.3450, grad_norm: 3.8798 2021-01-29 17:45:59,779 - mmaction - INFO - Epoch [28][880/3757] lr: 1.000e-02, eta: 1 day, 15:18:47, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7188, loss_cls: 2.2228, loss: 2.2228, grad_norm: 3.8490 2021-01-29 17:46:04,753 - mmaction - INFO - Epoch [28][900/3757] lr: 1.000e-02, eta: 1 day, 15:18:22, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7352, loss_cls: 2.2006, loss: 2.2006, grad_norm: 3.9758 2021-01-29 17:46:10,314 - mmaction - INFO - Epoch [28][920/3757] lr: 1.000e-02, eta: 1 day, 15:17:59, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.2189, loss: 2.2189, grad_norm: 3.8350 2021-01-29 17:46:15,604 - mmaction - INFO - Epoch [28][940/3757] lr: 1.000e-02, eta: 1 day, 15:17:35, time: 0.264, data_time: 0.000, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7320, loss_cls: 2.2498, loss: 2.2498, grad_norm: 3.8005 2021-01-29 17:46:21,206 - mmaction - INFO - Epoch [28][960/3757] lr: 1.000e-02, eta: 1 day, 15:17:12, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.1109, loss: 2.1109, grad_norm: 3.8170 2021-01-29 17:46:26,846 - mmaction - INFO - Epoch [28][980/3757] lr: 1.000e-02, eta: 1 day, 15:16:49, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7203, loss_cls: 2.3007, loss: 2.3007, grad_norm: 3.9835 2021-01-29 17:46:32,843 - mmaction - INFO - Epoch [28][1000/3757] lr: 1.000e-02, eta: 1 day, 15:16:27, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7289, loss_cls: 2.2137, loss: 2.2137, grad_norm: 3.8655 2021-01-29 17:46:38,341 - mmaction - INFO - Epoch [28][1020/3757] lr: 1.000e-02, eta: 1 day, 15:16:04, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.2096, loss: 2.2096, grad_norm: 3.8153 2021-01-29 17:46:43,862 - mmaction - INFO - Epoch [28][1040/3757] lr: 1.000e-02, eta: 1 day, 15:15:40, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.1699, loss: 2.1699, grad_norm: 3.7560 2021-01-29 17:46:49,632 - mmaction - INFO - Epoch [28][1060/3757] lr: 1.000e-02, eta: 1 day, 15:15:18, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.1996, loss: 2.1996, grad_norm: 3.8113 2021-01-29 17:46:54,745 - mmaction - INFO - Epoch [28][1080/3757] lr: 1.000e-02, eta: 1 day, 15:14:54, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.7555 2021-01-29 17:47:00,728 - mmaction - INFO - Epoch [28][1100/3757] lr: 1.000e-02, eta: 1 day, 15:14:32, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7578, loss_cls: 2.0972, loss: 2.0972, grad_norm: 3.9472 2021-01-29 17:47:06,355 - mmaction - INFO - Epoch [28][1120/3757] lr: 1.000e-02, eta: 1 day, 15:14:09, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7469, loss_cls: 2.1165, loss: 2.1165, grad_norm: 3.8730 2021-01-29 17:47:11,867 - mmaction - INFO - Epoch [28][1140/3757] lr: 1.000e-02, eta: 1 day, 15:13:45, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7336, loss_cls: 2.2154, loss: 2.2154, grad_norm: 3.9806 2021-01-29 17:47:17,399 - mmaction - INFO - Epoch [28][1160/3757] lr: 1.000e-02, eta: 1 day, 15:13:22, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7586, loss_cls: 2.1199, loss: 2.1199, grad_norm: 3.8197 2021-01-29 17:47:24,139 - mmaction - INFO - Epoch [28][1180/3757] lr: 1.000e-02, eta: 1 day, 15:13:02, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1714, loss: 2.1714, grad_norm: 3.8943 2021-01-29 17:47:29,745 - mmaction - INFO - Epoch [28][1200/3757] lr: 1.000e-02, eta: 1 day, 15:12:40, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7414, loss_cls: 2.1525, loss: 2.1525, grad_norm: 3.8502 2021-01-29 17:47:35,073 - mmaction - INFO - Epoch [28][1220/3757] lr: 1.000e-02, eta: 1 day, 15:12:16, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.2042, loss: 2.2042, grad_norm: 3.9250 2021-01-29 17:47:40,919 - mmaction - INFO - Epoch [28][1240/3757] lr: 1.000e-02, eta: 1 day, 15:11:54, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7219, loss_cls: 2.2989, loss: 2.2989, grad_norm: 3.7933 2021-01-29 17:47:47,270 - mmaction - INFO - Epoch [28][1260/3757] lr: 1.000e-02, eta: 1 day, 15:11:33, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7492, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.8439 2021-01-29 17:47:52,516 - mmaction - INFO - Epoch [28][1280/3757] lr: 1.000e-02, eta: 1 day, 15:11:09, time: 0.262, data_time: 0.003, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7500, loss_cls: 2.1350, loss: 2.1350, grad_norm: 3.8016 2021-01-29 17:47:58,893 - mmaction - INFO - Epoch [28][1300/3757] lr: 1.000e-02, eta: 1 day, 15:10:48, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.2027, loss: 2.2027, grad_norm: 3.8371 2021-01-29 17:48:05,137 - mmaction - INFO - Epoch [28][1320/3757] lr: 1.000e-02, eta: 1 day, 15:10:27, time: 0.313, data_time: 0.005, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7453, loss_cls: 2.1727, loss: 2.1727, grad_norm: 3.8564 2021-01-29 17:48:11,318 - mmaction - INFO - Epoch [28][1340/3757] lr: 1.000e-02, eta: 1 day, 15:10:05, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2403, loss: 2.2403, grad_norm: 3.9153 2021-01-29 17:48:17,277 - mmaction - INFO - Epoch [28][1360/3757] lr: 1.000e-02, eta: 1 day, 15:09:43, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7172, loss_cls: 2.2754, loss: 2.2754, grad_norm: 3.7589 2021-01-29 17:48:23,463 - mmaction - INFO - Epoch [28][1380/3757] lr: 1.000e-02, eta: 1 day, 15:09:22, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.2240, loss: 2.2240, grad_norm: 3.6968 2021-01-29 17:48:28,660 - mmaction - INFO - Epoch [28][1400/3757] lr: 1.000e-02, eta: 1 day, 15:08:58, time: 0.260, data_time: 0.004, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.1277, loss: 2.1277, grad_norm: 3.7611 2021-01-29 17:48:34,057 - mmaction - INFO - Epoch [28][1420/3757] lr: 1.000e-02, eta: 1 day, 15:08:35, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.1805, loss: 2.1805, grad_norm: 3.7296 2021-01-29 17:48:39,686 - mmaction - INFO - Epoch [28][1440/3757] lr: 1.000e-02, eta: 1 day, 15:08:12, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.9140 2021-01-29 17:48:46,212 - mmaction - INFO - Epoch [28][1460/3757] lr: 1.000e-02, eta: 1 day, 15:07:51, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.1536, loss: 2.1536, grad_norm: 3.7352 2021-01-29 17:48:52,397 - mmaction - INFO - Epoch [28][1480/3757] lr: 1.000e-02, eta: 1 day, 15:07:30, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7469, loss_cls: 2.1429, loss: 2.1429, grad_norm: 3.7492 2021-01-29 17:48:57,835 - mmaction - INFO - Epoch [28][1500/3757] lr: 1.000e-02, eta: 1 day, 15:07:07, time: 0.272, data_time: 0.000, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7312, loss_cls: 2.2398, loss: 2.2398, grad_norm: 3.6972 2021-01-29 17:49:03,505 - mmaction - INFO - Epoch [28][1520/3757] lr: 1.000e-02, eta: 1 day, 15:06:44, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7484, loss_cls: 2.1375, loss: 2.1375, grad_norm: 3.7549 2021-01-29 17:49:09,211 - mmaction - INFO - Epoch [28][1540/3757] lr: 1.000e-02, eta: 1 day, 15:06:22, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7266, loss_cls: 2.1798, loss: 2.1798, grad_norm: 3.8140 2021-01-29 17:49:15,109 - mmaction - INFO - Epoch [28][1560/3757] lr: 1.000e-02, eta: 1 day, 15:06:00, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7305, loss_cls: 2.1730, loss: 2.1730, grad_norm: 3.8620 2021-01-29 17:49:20,860 - mmaction - INFO - Epoch [28][1580/3757] lr: 1.000e-02, eta: 1 day, 15:05:37, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1381, loss: 2.1381, grad_norm: 3.7259 2021-01-29 17:49:26,555 - mmaction - INFO - Epoch [28][1600/3757] lr: 1.000e-02, eta: 1 day, 15:05:15, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7453, loss_cls: 2.0948, loss: 2.0948, grad_norm: 3.7285 2021-01-29 17:49:32,683 - mmaction - INFO - Epoch [28][1620/3757] lr: 1.000e-02, eta: 1 day, 15:04:53, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.6992, loss_cls: 2.3396, loss: 2.3396, grad_norm: 3.9121 2021-01-29 17:49:38,507 - mmaction - INFO - Epoch [28][1640/3757] lr: 1.000e-02, eta: 1 day, 15:04:31, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7383, loss_cls: 2.2087, loss: 2.2087, grad_norm: 3.7304 2021-01-29 17:49:44,374 - mmaction - INFO - Epoch [28][1660/3757] lr: 1.000e-02, eta: 1 day, 15:04:09, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7375, loss_cls: 2.1549, loss: 2.1549, grad_norm: 3.8034 2021-01-29 17:49:50,708 - mmaction - INFO - Epoch [28][1680/3757] lr: 1.000e-02, eta: 1 day, 15:03:48, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7523, loss_cls: 2.1436, loss: 2.1436, grad_norm: 3.8473 2021-01-29 17:49:56,459 - mmaction - INFO - Epoch [28][1700/3757] lr: 1.000e-02, eta: 1 day, 15:03:26, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2603, loss: 2.2603, grad_norm: 3.8283 2021-01-29 17:50:01,879 - mmaction - INFO - Epoch [28][1720/3757] lr: 1.000e-02, eta: 1 day, 15:03:02, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.8979 2021-01-29 17:50:07,592 - mmaction - INFO - Epoch [28][1740/3757] lr: 1.000e-02, eta: 1 day, 15:02:40, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7430, loss_cls: 2.2152, loss: 2.2152, grad_norm: 3.7610 2021-01-29 17:50:12,618 - mmaction - INFO - Epoch [28][1760/3757] lr: 1.000e-02, eta: 1 day, 15:02:16, time: 0.251, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7242, loss_cls: 2.2387, loss: 2.2387, grad_norm: 3.8074 2021-01-29 17:50:18,312 - mmaction - INFO - Epoch [28][1780/3757] lr: 1.000e-02, eta: 1 day, 15:01:53, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2473, loss: 2.2473, grad_norm: 3.7686 2021-01-29 17:50:24,432 - mmaction - INFO - Epoch [28][1800/3757] lr: 1.000e-02, eta: 1 day, 15:01:32, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.1622, loss: 2.1622, grad_norm: 3.8340 2021-01-29 17:50:30,383 - mmaction - INFO - Epoch [28][1820/3757] lr: 1.000e-02, eta: 1 day, 15:01:10, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.2328, loss: 2.2328, grad_norm: 3.8719 2021-01-29 17:50:36,088 - mmaction - INFO - Epoch [28][1840/3757] lr: 1.000e-02, eta: 1 day, 15:00:47, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2305, loss: 2.2305, grad_norm: 3.8341 2021-01-29 17:50:41,576 - mmaction - INFO - Epoch [28][1860/3757] lr: 1.000e-02, eta: 1 day, 15:00:24, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7195, loss_cls: 2.2695, loss: 2.2695, grad_norm: 3.8876 2021-01-29 17:50:47,217 - mmaction - INFO - Epoch [28][1880/3757] lr: 1.000e-02, eta: 1 day, 15:00:02, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0534, loss: 2.0534, grad_norm: 3.7401 2021-01-29 17:50:53,645 - mmaction - INFO - Epoch [28][1900/3757] lr: 1.000e-02, eta: 1 day, 14:59:41, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7234, loss_cls: 2.1976, loss: 2.1976, grad_norm: 3.7642 2021-01-29 17:50:59,811 - mmaction - INFO - Epoch [28][1920/3757] lr: 1.000e-02, eta: 1 day, 14:59:20, time: 0.309, data_time: 0.003, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.1458, loss: 2.1458, grad_norm: 3.7424 2021-01-29 17:51:05,425 - mmaction - INFO - Epoch [28][1940/3757] lr: 1.000e-02, eta: 1 day, 14:58:57, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7367, loss_cls: 2.2533, loss: 2.2533, grad_norm: 3.8817 2021-01-29 17:51:11,364 - mmaction - INFO - Epoch [28][1960/3757] lr: 1.000e-02, eta: 1 day, 14:58:36, time: 0.299, data_time: 0.004, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7453, loss_cls: 2.2040, loss: 2.2040, grad_norm: 3.8128 2021-01-29 17:51:17,433 - mmaction - INFO - Epoch [28][1980/3757] lr: 1.000e-02, eta: 1 day, 14:58:14, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7211, loss_cls: 2.2464, loss: 2.2464, grad_norm: 4.6159 2021-01-29 17:51:23,357 - mmaction - INFO - Epoch [28][2000/3757] lr: 1.000e-02, eta: 1 day, 14:57:52, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.2990, loss: 2.2990, grad_norm: 3.7758 2021-01-29 17:51:29,414 - mmaction - INFO - Epoch [28][2020/3757] lr: 1.000e-02, eta: 1 day, 14:57:31, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7234, loss_cls: 2.2142, loss: 2.2142, grad_norm: 3.9439 2021-01-29 17:51:35,347 - mmaction - INFO - Epoch [28][2040/3757] lr: 1.000e-02, eta: 1 day, 14:57:09, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.2156, loss: 2.2156, grad_norm: 3.8755 2021-01-29 17:51:41,731 - mmaction - INFO - Epoch [28][2060/3757] lr: 1.000e-02, eta: 1 day, 14:56:48, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7094, loss_cls: 2.3101, loss: 2.3101, grad_norm: 3.7689 2021-01-29 17:51:47,514 - mmaction - INFO - Epoch [28][2080/3757] lr: 1.000e-02, eta: 1 day, 14:56:26, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.2479, loss: 2.2479, grad_norm: 3.9958 2021-01-29 17:51:53,024 - mmaction - INFO - Epoch [28][2100/3757] lr: 1.000e-02, eta: 1 day, 14:56:03, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1590, loss: 2.1590, grad_norm: 3.8119 2021-01-29 17:51:59,060 - mmaction - INFO - Epoch [28][2120/3757] lr: 1.000e-02, eta: 1 day, 14:55:42, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7336, loss_cls: 2.1871, loss: 2.1871, grad_norm: 3.9097 2021-01-29 17:52:04,927 - mmaction - INFO - Epoch [28][2140/3757] lr: 1.000e-02, eta: 1 day, 14:55:20, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.3478, loss: 2.3478, grad_norm: 3.9048 2021-01-29 17:52:10,689 - mmaction - INFO - Epoch [28][2160/3757] lr: 1.000e-02, eta: 1 day, 14:54:58, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7133, loss_cls: 2.3255, loss: 2.3255, grad_norm: 3.8216 2021-01-29 17:52:16,996 - mmaction - INFO - Epoch [28][2180/3757] lr: 1.000e-02, eta: 1 day, 14:54:37, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1566, loss: 2.1566, grad_norm: 3.8164 2021-01-29 17:52:22,820 - mmaction - INFO - Epoch [28][2200/3757] lr: 1.000e-02, eta: 1 day, 14:54:15, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7250, loss_cls: 2.2489, loss: 2.2489, grad_norm: 3.8960 2021-01-29 17:52:28,275 - mmaction - INFO - Epoch [28][2220/3757] lr: 1.000e-02, eta: 1 day, 14:53:52, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7242, loss_cls: 2.2807, loss: 2.2807, grad_norm: 4.0947 2021-01-29 17:52:33,777 - mmaction - INFO - Epoch [28][2240/3757] lr: 1.000e-02, eta: 1 day, 14:53:29, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1405, loss: 2.1405, grad_norm: 3.8721 2021-01-29 17:52:40,281 - mmaction - INFO - Epoch [28][2260/3757] lr: 1.000e-02, eta: 1 day, 14:53:09, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7352, loss_cls: 2.1518, loss: 2.1518, grad_norm: 3.9588 2021-01-29 17:52:46,286 - mmaction - INFO - Epoch [28][2280/3757] lr: 1.000e-02, eta: 1 day, 14:52:47, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7461, loss_cls: 2.2470, loss: 2.2470, grad_norm: 3.9827 2021-01-29 17:52:52,273 - mmaction - INFO - Epoch [28][2300/3757] lr: 1.000e-02, eta: 1 day, 14:52:26, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.2666, loss: 2.2666, grad_norm: 3.8422 2021-01-29 17:52:58,120 - mmaction - INFO - Epoch [28][2320/3757] lr: 1.000e-02, eta: 1 day, 14:52:04, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.2011, loss: 2.2011, grad_norm: 3.8150 2021-01-29 17:53:03,945 - mmaction - INFO - Epoch [28][2340/3757] lr: 1.000e-02, eta: 1 day, 14:51:42, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7125, loss_cls: 2.2872, loss: 2.2872, grad_norm: 3.8892 2021-01-29 17:53:09,533 - mmaction - INFO - Epoch [28][2360/3757] lr: 1.000e-02, eta: 1 day, 14:51:19, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4609, top5_acc: 0.7070, loss_cls: 2.3283, loss: 2.3283, grad_norm: 4.0751 2021-01-29 17:53:15,230 - mmaction - INFO - Epoch [28][2380/3757] lr: 1.000e-02, eta: 1 day, 14:50:57, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7141, loss_cls: 2.2577, loss: 2.2577, grad_norm: 3.8407 2021-01-29 17:53:21,802 - mmaction - INFO - Epoch [28][2400/3757] lr: 1.000e-02, eta: 1 day, 14:50:37, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.6898, loss_cls: 2.3421, loss: 2.3421, grad_norm: 3.8794 2021-01-29 17:53:27,563 - mmaction - INFO - Epoch [28][2420/3757] lr: 1.000e-02, eta: 1 day, 14:50:15, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7375, loss_cls: 2.1654, loss: 2.1654, grad_norm: 3.7965 2021-01-29 17:53:33,159 - mmaction - INFO - Epoch [28][2440/3757] lr: 1.000e-02, eta: 1 day, 14:49:52, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7266, loss_cls: 2.2049, loss: 2.2049, grad_norm: 3.8735 2021-01-29 17:53:38,963 - mmaction - INFO - Epoch [28][2460/3757] lr: 1.000e-02, eta: 1 day, 14:49:30, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7234, loss_cls: 2.2706, loss: 2.2706, grad_norm: 3.7814 2021-01-29 17:53:44,535 - mmaction - INFO - Epoch [28][2480/3757] lr: 1.000e-02, eta: 1 day, 14:49:07, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.2262, loss: 2.2262, grad_norm: 3.7782 2021-01-29 17:53:51,409 - mmaction - INFO - Epoch [28][2500/3757] lr: 1.000e-02, eta: 1 day, 14:48:48, time: 0.344, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7297, loss_cls: 2.1360, loss: 2.1360, grad_norm: 3.9660 2021-01-29 17:53:57,061 - mmaction - INFO - Epoch [28][2520/3757] lr: 1.000e-02, eta: 1 day, 14:48:26, time: 0.283, data_time: 0.004, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7289, loss_cls: 2.1690, loss: 2.1690, grad_norm: 3.7131 2021-01-29 17:54:03,141 - mmaction - INFO - Epoch [28][2540/3757] lr: 1.000e-02, eta: 1 day, 14:48:05, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7203, loss_cls: 2.2725, loss: 2.2725, grad_norm: 4.1539 2021-01-29 17:54:08,984 - mmaction - INFO - Epoch [28][2560/3757] lr: 1.000e-02, eta: 1 day, 14:47:43, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7531, loss_cls: 2.1231, loss: 2.1231, grad_norm: 3.8581 2021-01-29 17:54:15,182 - mmaction - INFO - Epoch [28][2580/3757] lr: 1.000e-02, eta: 1 day, 14:47:22, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7203, loss_cls: 2.2330, loss: 2.2330, grad_norm: 3.8083 2021-01-29 17:54:20,923 - mmaction - INFO - Epoch [28][2600/3757] lr: 1.000e-02, eta: 1 day, 14:47:00, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7125, loss_cls: 2.3082, loss: 2.3082, grad_norm: 4.0059 2021-01-29 17:54:27,207 - mmaction - INFO - Epoch [28][2620/3757] lr: 1.000e-02, eta: 1 day, 14:46:39, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7445, loss_cls: 2.2081, loss: 2.2081, grad_norm: 3.8758 2021-01-29 17:54:32,882 - mmaction - INFO - Epoch [28][2640/3757] lr: 1.000e-02, eta: 1 day, 14:46:17, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7398, loss_cls: 2.2262, loss: 2.2262, grad_norm: 3.9463 2021-01-29 17:54:38,778 - mmaction - INFO - Epoch [28][2660/3757] lr: 1.000e-02, eta: 1 day, 14:45:55, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7352, loss_cls: 2.2388, loss: 2.2388, grad_norm: 3.8590 2021-01-29 17:54:44,653 - mmaction - INFO - Epoch [28][2680/3757] lr: 1.000e-02, eta: 1 day, 14:45:33, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7312, loss_cls: 2.1486, loss: 2.1486, grad_norm: 3.7165 2021-01-29 17:54:50,453 - mmaction - INFO - Epoch [28][2700/3757] lr: 1.000e-02, eta: 1 day, 14:45:11, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7328, loss_cls: 2.1781, loss: 2.1781, grad_norm: 3.9105 2021-01-29 17:54:57,102 - mmaction - INFO - Epoch [28][2720/3757] lr: 1.000e-02, eta: 1 day, 14:44:51, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.2728, loss: 2.2728, grad_norm: 3.9485 2021-01-29 17:55:03,525 - mmaction - INFO - Epoch [28][2740/3757] lr: 1.000e-02, eta: 1 day, 14:44:31, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7258, loss_cls: 2.2569, loss: 2.2569, grad_norm: 3.8982 2021-01-29 17:55:09,455 - mmaction - INFO - Epoch [28][2760/3757] lr: 1.000e-02, eta: 1 day, 14:44:10, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7508, loss_cls: 2.1019, loss: 2.1019, grad_norm: 3.8350 2021-01-29 17:55:15,722 - mmaction - INFO - Epoch [28][2780/3757] lr: 1.000e-02, eta: 1 day, 14:43:49, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7242, loss_cls: 2.2257, loss: 2.2257, grad_norm: 3.8428 2021-01-29 17:55:21,723 - mmaction - INFO - Epoch [28][2800/3757] lr: 1.000e-02, eta: 1 day, 14:43:27, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.2049, loss: 2.2049, grad_norm: 3.8264 2021-01-29 17:55:27,289 - mmaction - INFO - Epoch [28][2820/3757] lr: 1.000e-02, eta: 1 day, 14:43:05, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.2459, loss: 2.2459, grad_norm: 3.9411 2021-01-29 17:55:33,139 - mmaction - INFO - Epoch [28][2840/3757] lr: 1.000e-02, eta: 1 day, 14:42:43, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7266, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.6883 2021-01-29 17:55:39,135 - mmaction - INFO - Epoch [28][2860/3757] lr: 1.000e-02, eta: 1 day, 14:42:22, time: 0.300, data_time: 0.003, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7164, loss_cls: 2.2513, loss: 2.2513, grad_norm: 3.9547 2021-01-29 17:55:45,012 - mmaction - INFO - Epoch [28][2880/3757] lr: 1.000e-02, eta: 1 day, 14:42:00, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7367, loss_cls: 2.2300, loss: 2.2300, grad_norm: 3.9522 2021-01-29 17:55:51,984 - mmaction - INFO - Epoch [28][2900/3757] lr: 1.000e-02, eta: 1 day, 14:41:41, time: 0.349, data_time: 0.006, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7289, loss_cls: 2.2038, loss: 2.2038, grad_norm: 3.8265 2021-01-29 17:55:57,832 - mmaction - INFO - Epoch [28][2920/3757] lr: 1.000e-02, eta: 1 day, 14:41:19, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7320, loss_cls: 2.1542, loss: 2.1542, grad_norm: 3.7981 2021-01-29 17:56:03,398 - mmaction - INFO - Epoch [28][2940/3757] lr: 1.000e-02, eta: 1 day, 14:40:57, time: 0.278, data_time: 0.004, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7234, loss_cls: 2.2759, loss: 2.2759, grad_norm: 3.7360 2021-01-29 17:56:09,331 - mmaction - INFO - Epoch [28][2960/3757] lr: 1.000e-02, eta: 1 day, 14:40:35, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2872, loss: 2.2872, grad_norm: 4.1346 2021-01-29 17:56:14,886 - mmaction - INFO - Epoch [28][2980/3757] lr: 1.000e-02, eta: 1 day, 14:40:13, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5219, top5_acc: 0.7516, loss_cls: 2.0933, loss: 2.0933, grad_norm: 3.8765 2021-01-29 17:56:21,018 - mmaction - INFO - Epoch [28][3000/3757] lr: 1.000e-02, eta: 1 day, 14:39:52, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.1958, loss: 2.1958, grad_norm: 3.7150 2021-01-29 17:56:27,304 - mmaction - INFO - Epoch [28][3020/3757] lr: 1.000e-02, eta: 1 day, 14:39:31, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7211, loss_cls: 2.2737, loss: 2.2737, grad_norm: 3.8922 2021-01-29 17:56:33,469 - mmaction - INFO - Epoch [28][3040/3757] lr: 1.000e-02, eta: 1 day, 14:39:11, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7172, loss_cls: 2.2483, loss: 2.2483, grad_norm: 3.7790 2021-01-29 17:56:39,966 - mmaction - INFO - Epoch [28][3060/3757] lr: 1.000e-02, eta: 1 day, 14:38:50, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7469, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.7487 2021-01-29 17:56:45,374 - mmaction - INFO - Epoch [28][3080/3757] lr: 1.000e-02, eta: 1 day, 14:38:28, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4477, top5_acc: 0.7055, loss_cls: 2.3226, loss: 2.3226, grad_norm: 3.9233 2021-01-29 17:56:51,417 - mmaction - INFO - Epoch [28][3100/3757] lr: 1.000e-02, eta: 1 day, 14:38:06, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7258, loss_cls: 2.2139, loss: 2.2139, grad_norm: 4.0006 2021-01-29 17:56:57,442 - mmaction - INFO - Epoch [28][3120/3757] lr: 1.000e-02, eta: 1 day, 14:37:45, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1475, loss: 2.1475, grad_norm: 3.6574 2021-01-29 17:57:03,340 - mmaction - INFO - Epoch [28][3140/3757] lr: 1.000e-02, eta: 1 day, 14:37:24, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7203, loss_cls: 2.2855, loss: 2.2855, grad_norm: 3.7564 2021-01-29 17:57:09,328 - mmaction - INFO - Epoch [28][3160/3757] lr: 1.000e-02, eta: 1 day, 14:37:02, time: 0.299, data_time: 0.004, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7227, loss_cls: 2.2451, loss: 2.2451, grad_norm: 3.9047 2021-01-29 17:57:15,610 - mmaction - INFO - Epoch [28][3180/3757] lr: 1.000e-02, eta: 1 day, 14:36:42, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.0749, loss: 2.0749, grad_norm: 3.8781 2021-01-29 17:57:21,316 - mmaction - INFO - Epoch [28][3200/3757] lr: 1.000e-02, eta: 1 day, 14:36:20, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7203, loss_cls: 2.2823, loss: 2.2823, grad_norm: 3.8232 2021-01-29 17:57:26,727 - mmaction - INFO - Epoch [28][3220/3757] lr: 1.000e-02, eta: 1 day, 14:35:57, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2920, loss: 2.2920, grad_norm: 3.8551 2021-01-29 17:57:32,924 - mmaction - INFO - Epoch [28][3240/3757] lr: 1.000e-02, eta: 1 day, 14:35:36, time: 0.309, data_time: 0.004, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7359, loss_cls: 2.1565, loss: 2.1565, grad_norm: 3.6572 2021-01-29 17:57:39,167 - mmaction - INFO - Epoch [28][3260/3757] lr: 1.000e-02, eta: 1 day, 14:35:16, time: 0.313, data_time: 0.004, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2999, loss: 2.2999, grad_norm: 3.8088 2021-01-29 17:57:45,674 - mmaction - INFO - Epoch [28][3280/3757] lr: 1.000e-02, eta: 1 day, 14:34:56, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7453, loss_cls: 2.1676, loss: 2.1676, grad_norm: 3.7787 2021-01-29 17:57:51,129 - mmaction - INFO - Epoch [28][3300/3757] lr: 1.000e-02, eta: 1 day, 14:34:33, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.1950, loss: 2.1950, grad_norm: 3.8398 2021-01-29 17:57:58,020 - mmaction - INFO - Epoch [28][3320/3757] lr: 1.000e-02, eta: 1 day, 14:34:14, time: 0.345, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.7462 2021-01-29 17:58:03,904 - mmaction - INFO - Epoch [28][3340/3757] lr: 1.000e-02, eta: 1 day, 14:33:52, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7172, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.8558 2021-01-29 17:58:09,466 - mmaction - INFO - Epoch [28][3360/3757] lr: 1.000e-02, eta: 1 day, 14:33:30, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.1511, loss: 2.1511, grad_norm: 3.9103 2021-01-29 17:58:15,204 - mmaction - INFO - Epoch [28][3380/3757] lr: 1.000e-02, eta: 1 day, 14:33:08, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2776, loss: 2.2776, grad_norm: 3.8405 2021-01-29 17:58:20,940 - mmaction - INFO - Epoch [28][3400/3757] lr: 1.000e-02, eta: 1 day, 14:32:46, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7523, loss_cls: 2.1659, loss: 2.1659, grad_norm: 3.7673 2021-01-29 17:58:27,048 - mmaction - INFO - Epoch [28][3420/3757] lr: 1.000e-02, eta: 1 day, 14:32:25, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7352, loss_cls: 2.2006, loss: 2.2006, grad_norm: 3.9218 2021-01-29 17:58:32,822 - mmaction - INFO - Epoch [28][3440/3757] lr: 1.000e-02, eta: 1 day, 14:32:04, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7188, loss_cls: 2.2572, loss: 2.2572, grad_norm: 3.8211 2021-01-29 17:58:39,151 - mmaction - INFO - Epoch [28][3460/3757] lr: 1.000e-02, eta: 1 day, 14:31:43, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7133, loss_cls: 2.2633, loss: 2.2633, grad_norm: 14.0283 2021-01-29 17:58:45,411 - mmaction - INFO - Epoch [28][3480/3757] lr: 1.000e-02, eta: 1 day, 14:31:23, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7164, loss_cls: 2.2590, loss: 2.2590, grad_norm: 4.0602 2021-01-29 17:58:51,407 - mmaction - INFO - Epoch [28][3500/3757] lr: 1.000e-02, eta: 1 day, 14:31:01, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.1858, loss: 2.1858, grad_norm: 4.0107 2021-01-29 17:58:58,380 - mmaction - INFO - Epoch [28][3520/3757] lr: 1.000e-02, eta: 1 day, 14:30:43, time: 0.349, data_time: 0.002, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7391, loss_cls: 2.1958, loss: 2.1958, grad_norm: 3.8529 2021-01-29 17:59:03,787 - mmaction - INFO - Epoch [28][3540/3757] lr: 1.000e-02, eta: 1 day, 14:30:20, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7305, loss_cls: 2.1475, loss: 2.1475, grad_norm: 3.8742 2021-01-29 17:59:09,806 - mmaction - INFO - Epoch [28][3560/3757] lr: 1.000e-02, eta: 1 day, 14:29:59, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.1878, loss: 2.1878, grad_norm: 3.8636 2021-01-29 17:59:15,386 - mmaction - INFO - Epoch [28][3580/3757] lr: 1.000e-02, eta: 1 day, 14:29:37, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7328, loss_cls: 2.1908, loss: 2.1908, grad_norm: 3.9298 2021-01-29 17:59:21,991 - mmaction - INFO - Epoch [28][3600/3757] lr: 1.000e-02, eta: 1 day, 14:29:17, time: 0.330, data_time: 0.003, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7094, loss_cls: 2.2705, loss: 2.2705, grad_norm: 3.7219 2021-01-29 17:59:27,600 - mmaction - INFO - Epoch [28][3620/3757] lr: 1.000e-02, eta: 1 day, 14:28:55, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7617, loss_cls: 2.1298, loss: 2.1298, grad_norm: 3.8094 2021-01-29 17:59:33,263 - mmaction - INFO - Epoch [28][3640/3757] lr: 1.000e-02, eta: 1 day, 14:28:33, time: 0.283, data_time: 0.004, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1251, loss: 2.1251, grad_norm: 3.8297 2021-01-29 17:59:39,968 - mmaction - INFO - Epoch [28][3660/3757] lr: 1.000e-02, eta: 1 day, 14:28:14, time: 0.336, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2226, loss: 2.2226, grad_norm: 3.8210 2021-01-29 17:59:45,925 - mmaction - INFO - Epoch [28][3680/3757] lr: 1.000e-02, eta: 1 day, 14:27:52, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.1633, loss: 2.1633, grad_norm: 3.9030 2021-01-29 17:59:51,697 - mmaction - INFO - Epoch [28][3700/3757] lr: 1.000e-02, eta: 1 day, 14:27:31, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7375, loss_cls: 2.2430, loss: 2.2430, grad_norm: 4.0183 2021-01-29 17:59:58,312 - mmaction - INFO - Epoch [28][3720/3757] lr: 1.000e-02, eta: 1 day, 14:27:11, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7211, loss_cls: 2.2192, loss: 2.2192, grad_norm: 3.8634 2021-01-29 18:00:09,303 - mmaction - INFO - Epoch [28][3740/3757] lr: 1.000e-02, eta: 1 day, 14:27:02, time: 0.540, data_time: 0.000, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7211, loss_cls: 2.2708, loss: 2.2708, grad_norm: 4.1532 2021-01-29 18:00:34,895 - mmaction - INFO - Saving checkpoint at 28 epochs 2021-01-29 18:14:29,150 - mmaction - INFO - Epoch [29][20/3757] lr: 1.000e-02, eta: 1 day, 15:01:36, time: 41.653, data_time: 41.155, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.1384, loss: 2.1384, grad_norm: 3.7643 2021-01-29 18:14:33,300 - mmaction - INFO - Epoch [29][40/3757] lr: 1.000e-02, eta: 1 day, 15:01:12, time: 0.244, data_time: 0.038, memory: 3385, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0451, loss: 2.0451, grad_norm: 3.9642 2021-01-29 18:14:37,411 - mmaction - INFO - Epoch [29][60/3757] lr: 1.000e-02, eta: 1 day, 15:00:45, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.1133, loss: 2.1133, grad_norm: 3.7822 2021-01-29 18:14:41,600 - mmaction - INFO - Epoch [29][80/3757] lr: 1.000e-02, eta: 1 day, 15:00:19, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7422, loss_cls: 2.1501, loss: 2.1501, grad_norm: 4.0227 2021-01-29 18:14:45,750 - mmaction - INFO - Epoch [29][100/3757] lr: 1.000e-02, eta: 1 day, 14:59:52, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7203, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.7334 2021-01-29 18:14:49,985 - mmaction - INFO - Epoch [29][120/3757] lr: 1.000e-02, eta: 1 day, 14:59:26, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.1404, loss: 2.1404, grad_norm: 3.7540 2021-01-29 18:14:54,172 - mmaction - INFO - Epoch [29][140/3757] lr: 1.000e-02, eta: 1 day, 14:59:00, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7453, loss_cls: 2.1146, loss: 2.1146, grad_norm: 3.7328 2021-01-29 18:14:58,390 - mmaction - INFO - Epoch [29][160/3757] lr: 1.000e-02, eta: 1 day, 14:58:34, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7406, loss_cls: 2.2231, loss: 2.2231, grad_norm: 3.7765 2021-01-29 18:15:02,512 - mmaction - INFO - Epoch [29][180/3757] lr: 1.000e-02, eta: 1 day, 14:58:07, time: 0.206, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7680, loss_cls: 2.0893, loss: 2.0893, grad_norm: 3.8549 2021-01-29 18:15:06,658 - mmaction - INFO - Epoch [29][200/3757] lr: 1.000e-02, eta: 1 day, 14:57:41, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1116, loss: 2.1116, grad_norm: 3.7859 2021-01-29 18:15:10,887 - mmaction - INFO - Epoch [29][220/3757] lr: 1.000e-02, eta: 1 day, 14:57:15, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7547, loss_cls: 2.1618, loss: 2.1618, grad_norm: 3.8284 2021-01-29 18:15:15,013 - mmaction - INFO - Epoch [29][240/3757] lr: 1.000e-02, eta: 1 day, 14:56:48, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1151, loss: 2.1151, grad_norm: 3.8537 2021-01-29 18:15:19,310 - mmaction - INFO - Epoch [29][260/3757] lr: 1.000e-02, eta: 1 day, 14:56:23, time: 0.215, data_time: 0.003, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.1798, loss: 2.1798, grad_norm: 3.9569 2021-01-29 18:15:23,473 - mmaction - INFO - Epoch [29][280/3757] lr: 1.000e-02, eta: 1 day, 14:55:56, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7211, loss_cls: 2.2041, loss: 2.2041, grad_norm: 3.9154 2021-01-29 18:15:27,627 - mmaction - INFO - Epoch [29][300/3757] lr: 1.000e-02, eta: 1 day, 14:55:30, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7414, loss_cls: 2.2197, loss: 2.2197, grad_norm: 3.8339 2021-01-29 18:15:31,907 - mmaction - INFO - Epoch [29][320/3757] lr: 1.000e-02, eta: 1 day, 14:55:04, time: 0.215, data_time: 0.003, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.8006 2021-01-29 18:15:36,023 - mmaction - INFO - Epoch [29][340/3757] lr: 1.000e-02, eta: 1 day, 14:54:38, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7414, loss_cls: 2.1143, loss: 2.1143, grad_norm: 3.8669 2021-01-29 18:15:40,285 - mmaction - INFO - Epoch [29][360/3757] lr: 1.000e-02, eta: 1 day, 14:54:12, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.1560, loss: 2.1560, grad_norm: 3.7956 2021-01-29 18:15:44,455 - mmaction - INFO - Epoch [29][380/3757] lr: 1.000e-02, eta: 1 day, 14:53:45, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7195, loss_cls: 2.2434, loss: 2.2434, grad_norm: 3.8217 2021-01-29 18:15:48,894 - mmaction - INFO - Epoch [29][400/3757] lr: 1.000e-02, eta: 1 day, 14:53:20, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7516, loss_cls: 2.1641, loss: 2.1641, grad_norm: 3.8502 2021-01-29 18:15:53,617 - mmaction - INFO - Epoch [29][420/3757] lr: 1.000e-02, eta: 1 day, 14:52:55, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7508, loss_cls: 2.1425, loss: 2.1425, grad_norm: 3.7015 2021-01-29 18:15:58,024 - mmaction - INFO - Epoch [29][440/3757] lr: 1.000e-02, eta: 1 day, 14:52:29, time: 0.220, data_time: 0.000, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7578, loss_cls: 2.0401, loss: 2.0401, grad_norm: 3.7422 2021-01-29 18:16:03,162 - mmaction - INFO - Epoch [29][460/3757] lr: 1.000e-02, eta: 1 day, 14:52:06, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1328, loss: 2.1328, grad_norm: 3.7747 2021-01-29 18:16:07,525 - mmaction - INFO - Epoch [29][480/3757] lr: 1.000e-02, eta: 1 day, 14:51:40, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1315, loss: 2.1315, grad_norm: 3.8321 2021-01-29 18:16:12,039 - mmaction - INFO - Epoch [29][500/3757] lr: 1.000e-02, eta: 1 day, 14:51:15, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7281, loss_cls: 2.2087, loss: 2.2087, grad_norm: 3.8329 2021-01-29 18:16:16,433 - mmaction - INFO - Epoch [29][520/3757] lr: 1.000e-02, eta: 1 day, 14:50:49, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.4570, top5_acc: 0.7328, loss_cls: 2.2637, loss: 2.2637, grad_norm: 3.9274 2021-01-29 18:16:21,490 - mmaction - INFO - Epoch [29][540/3757] lr: 1.000e-02, eta: 1 day, 14:50:25, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7406, loss_cls: 2.1491, loss: 2.1491, grad_norm: 3.9517 2021-01-29 18:16:26,052 - mmaction - INFO - Epoch [29][560/3757] lr: 1.000e-02, eta: 1 day, 14:50:00, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7422, loss_cls: 2.1602, loss: 2.1602, grad_norm: 3.9188 2021-01-29 18:16:30,763 - mmaction - INFO - Epoch [29][580/3757] lr: 1.000e-02, eta: 1 day, 14:49:35, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.2594, loss: 2.2594, grad_norm: 3.7308 2021-01-29 18:16:35,301 - mmaction - INFO - Epoch [29][600/3757] lr: 1.000e-02, eta: 1 day, 14:49:10, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7203, loss_cls: 2.3186, loss: 2.3186, grad_norm: 3.8974 2021-01-29 18:16:40,541 - mmaction - INFO - Epoch [29][620/3757] lr: 1.000e-02, eta: 1 day, 14:48:47, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7383, loss_cls: 2.1997, loss: 2.1997, grad_norm: 3.8160 2021-01-29 18:16:45,872 - mmaction - INFO - Epoch [29][640/3757] lr: 1.000e-02, eta: 1 day, 14:48:24, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.1423, loss: 2.1423, grad_norm: 3.8249 2021-01-29 18:16:50,495 - mmaction - INFO - Epoch [29][660/3757] lr: 1.000e-02, eta: 1 day, 14:47:59, time: 0.231, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7383, loss_cls: 2.1818, loss: 2.1818, grad_norm: 3.8883 2021-01-29 18:16:55,720 - mmaction - INFO - Epoch [29][680/3757] lr: 1.000e-02, eta: 1 day, 14:47:35, time: 0.262, data_time: 0.003, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7398, loss_cls: 2.2087, loss: 2.2087, grad_norm: 3.9366 2021-01-29 18:17:00,569 - mmaction - INFO - Epoch [29][700/3757] lr: 1.000e-02, eta: 1 day, 14:47:11, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1786, loss: 2.1786, grad_norm: 3.9769 2021-01-29 18:17:05,782 - mmaction - INFO - Epoch [29][720/3757] lr: 1.000e-02, eta: 1 day, 14:46:47, time: 0.261, data_time: 0.003, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7164, loss_cls: 2.2619, loss: 2.2619, grad_norm: 3.8786 2021-01-29 18:17:11,131 - mmaction - INFO - Epoch [29][740/3757] lr: 1.000e-02, eta: 1 day, 14:46:24, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7422, loss_cls: 2.1742, loss: 2.1742, grad_norm: 3.8231 2021-01-29 18:17:16,703 - mmaction - INFO - Epoch [29][760/3757] lr: 1.000e-02, eta: 1 day, 14:46:02, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7398, loss_cls: 2.1631, loss: 2.1631, grad_norm: 3.8789 2021-01-29 18:17:21,893 - mmaction - INFO - Epoch [29][780/3757] lr: 1.000e-02, eta: 1 day, 14:45:38, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7266, loss_cls: 2.2410, loss: 2.2410, grad_norm: 3.9430 2021-01-29 18:17:27,007 - mmaction - INFO - Epoch [29][800/3757] lr: 1.000e-02, eta: 1 day, 14:45:15, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7297, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.8709 2021-01-29 18:17:32,229 - mmaction - INFO - Epoch [29][820/3757] lr: 1.000e-02, eta: 1 day, 14:44:51, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7297, loss_cls: 2.2080, loss: 2.2080, grad_norm: 4.0578 2021-01-29 18:17:37,951 - mmaction - INFO - Epoch [29][840/3757] lr: 1.000e-02, eta: 1 day, 14:44:29, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7391, loss_cls: 2.2017, loss: 2.2017, grad_norm: 3.8035 2021-01-29 18:17:43,427 - mmaction - INFO - Epoch [29][860/3757] lr: 1.000e-02, eta: 1 day, 14:44:06, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7312, loss_cls: 2.2040, loss: 2.2040, grad_norm: 3.9015 2021-01-29 18:17:49,118 - mmaction - INFO - Epoch [29][880/3757] lr: 1.000e-02, eta: 1 day, 14:43:44, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7383, loss_cls: 2.1352, loss: 2.1352, grad_norm: 3.9041 2021-01-29 18:17:55,088 - mmaction - INFO - Epoch [29][900/3757] lr: 1.000e-02, eta: 1 day, 14:43:23, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7438, loss_cls: 2.2123, loss: 2.2123, grad_norm: 3.9300 2021-01-29 18:18:00,893 - mmaction - INFO - Epoch [29][920/3757] lr: 1.000e-02, eta: 1 day, 14:43:01, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7211, loss_cls: 2.2663, loss: 2.2663, grad_norm: 3.9444 2021-01-29 18:18:06,860 - mmaction - INFO - Epoch [29][940/3757] lr: 1.000e-02, eta: 1 day, 14:42:39, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4594, top5_acc: 0.7023, loss_cls: 2.3324, loss: 2.3324, grad_norm: 3.9876 2021-01-29 18:18:12,370 - mmaction - INFO - Epoch [29][960/3757] lr: 1.000e-02, eta: 1 day, 14:42:17, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7414, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.8050 2021-01-29 18:18:17,849 - mmaction - INFO - Epoch [29][980/3757] lr: 1.000e-02, eta: 1 day, 14:41:54, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7141, loss_cls: 2.3411, loss: 2.3411, grad_norm: 3.9717 2021-01-29 18:18:23,501 - mmaction - INFO - Epoch [29][1000/3757] lr: 1.000e-02, eta: 1 day, 14:41:32, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1282, loss: 2.1282, grad_norm: 3.8157 2021-01-29 18:18:28,803 - mmaction - INFO - Epoch [29][1020/3757] lr: 1.000e-02, eta: 1 day, 14:41:09, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7500, loss_cls: 2.1742, loss: 2.1742, grad_norm: 3.7940 2021-01-29 18:18:33,933 - mmaction - INFO - Epoch [29][1040/3757] lr: 1.000e-02, eta: 1 day, 14:40:45, time: 0.257, data_time: 0.003, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7180, loss_cls: 2.2684, loss: 2.2684, grad_norm: 3.9041 2021-01-29 18:18:39,051 - mmaction - INFO - Epoch [29][1060/3757] lr: 1.000e-02, eta: 1 day, 14:40:22, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7266, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.8346 2021-01-29 18:18:45,314 - mmaction - INFO - Epoch [29][1080/3757] lr: 1.000e-02, eta: 1 day, 14:40:01, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7352, loss_cls: 2.1889, loss: 2.1889, grad_norm: 3.7486 2021-01-29 18:18:51,053 - mmaction - INFO - Epoch [29][1100/3757] lr: 1.000e-02, eta: 1 day, 14:39:39, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4547, top5_acc: 0.7359, loss_cls: 2.2711, loss: 2.2711, grad_norm: 4.0324 2021-01-29 18:18:57,220 - mmaction - INFO - Epoch [29][1120/3757] lr: 1.000e-02, eta: 1 day, 14:39:18, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7242, loss_cls: 2.2830, loss: 2.2830, grad_norm: 3.9597 2021-01-29 18:19:02,686 - mmaction - INFO - Epoch [29][1140/3757] lr: 1.000e-02, eta: 1 day, 14:38:56, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.8207 2021-01-29 18:19:09,513 - mmaction - INFO - Epoch [29][1160/3757] lr: 1.000e-02, eta: 1 day, 14:38:36, time: 0.342, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.2156, loss: 2.2156, grad_norm: 3.8671 2021-01-29 18:19:14,619 - mmaction - INFO - Epoch [29][1180/3757] lr: 1.000e-02, eta: 1 day, 14:38:13, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7180, loss_cls: 2.2357, loss: 2.2357, grad_norm: 3.7809 2021-01-29 18:19:19,963 - mmaction - INFO - Epoch [29][1200/3757] lr: 1.000e-02, eta: 1 day, 14:37:50, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7219, loss_cls: 2.2435, loss: 2.2435, grad_norm: 3.8956 2021-01-29 18:19:25,458 - mmaction - INFO - Epoch [29][1220/3757] lr: 1.000e-02, eta: 1 day, 14:37:27, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7398, loss_cls: 2.1670, loss: 2.1670, grad_norm: 3.9584 2021-01-29 18:19:31,525 - mmaction - INFO - Epoch [29][1240/3757] lr: 1.000e-02, eta: 1 day, 14:37:06, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7430, loss_cls: 2.1518, loss: 2.1518, grad_norm: 3.7517 2021-01-29 18:19:37,794 - mmaction - INFO - Epoch [29][1260/3757] lr: 1.000e-02, eta: 1 day, 14:36:46, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.9228 2021-01-29 18:19:44,095 - mmaction - INFO - Epoch [29][1280/3757] lr: 1.000e-02, eta: 1 day, 14:36:25, time: 0.315, data_time: 0.000, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7312, loss_cls: 2.2016, loss: 2.2016, grad_norm: 3.8314 2021-01-29 18:19:49,374 - mmaction - INFO - Epoch [29][1300/3757] lr: 1.000e-02, eta: 1 day, 14:36:02, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7195, loss_cls: 2.2241, loss: 2.2241, grad_norm: 3.9431 2021-01-29 18:19:55,245 - mmaction - INFO - Epoch [29][1320/3757] lr: 1.000e-02, eta: 1 day, 14:35:40, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1463, loss: 2.1463, grad_norm: 3.9292 2021-01-29 18:20:00,453 - mmaction - INFO - Epoch [29][1340/3757] lr: 1.000e-02, eta: 1 day, 14:35:17, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.8665 2021-01-29 18:20:06,487 - mmaction - INFO - Epoch [29][1360/3757] lr: 1.000e-02, eta: 1 day, 14:34:56, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1313, loss: 2.1313, grad_norm: 3.7558 2021-01-29 18:20:12,519 - mmaction - INFO - Epoch [29][1380/3757] lr: 1.000e-02, eta: 1 day, 14:34:35, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7383, loss_cls: 2.1584, loss: 2.1584, grad_norm: 3.7887 2021-01-29 18:20:18,600 - mmaction - INFO - Epoch [29][1400/3757] lr: 1.000e-02, eta: 1 day, 14:34:14, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7391, loss_cls: 2.2111, loss: 2.2111, grad_norm: 3.8627 2021-01-29 18:20:24,722 - mmaction - INFO - Epoch [29][1420/3757] lr: 1.000e-02, eta: 1 day, 14:33:53, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7406, loss_cls: 2.1950, loss: 2.1950, grad_norm: 3.9187 2021-01-29 18:20:30,728 - mmaction - INFO - Epoch [29][1440/3757] lr: 1.000e-02, eta: 1 day, 14:33:32, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.1733, loss: 2.1733, grad_norm: 3.8407 2021-01-29 18:20:36,331 - mmaction - INFO - Epoch [29][1460/3757] lr: 1.000e-02, eta: 1 day, 14:33:10, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7516, loss_cls: 2.1642, loss: 2.1642, grad_norm: 3.9659 2021-01-29 18:20:42,043 - mmaction - INFO - Epoch [29][1480/3757] lr: 1.000e-02, eta: 1 day, 14:32:48, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7461, loss_cls: 2.1583, loss: 2.1583, grad_norm: 3.7331 2021-01-29 18:20:47,871 - mmaction - INFO - Epoch [29][1500/3757] lr: 1.000e-02, eta: 1 day, 14:32:26, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7594, loss_cls: 2.1107, loss: 2.1107, grad_norm: 3.9127 2021-01-29 18:20:53,603 - mmaction - INFO - Epoch [29][1520/3757] lr: 1.000e-02, eta: 1 day, 14:32:04, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7172, loss_cls: 2.3523, loss: 2.3523, grad_norm: 3.9637 2021-01-29 18:20:59,274 - mmaction - INFO - Epoch [29][1540/3757] lr: 1.000e-02, eta: 1 day, 14:31:42, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2287, loss: 2.2287, grad_norm: 3.6370 2021-01-29 18:21:04,665 - mmaction - INFO - Epoch [29][1560/3757] lr: 1.000e-02, eta: 1 day, 14:31:19, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.0807, loss: 2.0807, grad_norm: 3.7198 2021-01-29 18:21:10,336 - mmaction - INFO - Epoch [29][1580/3757] lr: 1.000e-02, eta: 1 day, 14:30:57, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7406, loss_cls: 2.1129, loss: 2.1129, grad_norm: 3.8965 2021-01-29 18:21:16,497 - mmaction - INFO - Epoch [29][1600/3757] lr: 1.000e-02, eta: 1 day, 14:30:37, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.1927, loss: 2.1927, grad_norm: 3.7628 2021-01-29 18:21:22,687 - mmaction - INFO - Epoch [29][1620/3757] lr: 1.000e-02, eta: 1 day, 14:30:16, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.1961, loss: 2.1961, grad_norm: 3.6982 2021-01-29 18:21:28,067 - mmaction - INFO - Epoch [29][1640/3757] lr: 1.000e-02, eta: 1 day, 14:29:53, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7258, loss_cls: 2.3047, loss: 2.3047, grad_norm: 3.8446 2021-01-29 18:21:34,491 - mmaction - INFO - Epoch [29][1660/3757] lr: 1.000e-02, eta: 1 day, 14:29:33, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1910, loss: 2.1910, grad_norm: 3.7916 2021-01-29 18:21:39,997 - mmaction - INFO - Epoch [29][1680/3757] lr: 1.000e-02, eta: 1 day, 14:29:11, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.1889, loss: 2.1889, grad_norm: 3.8069 2021-01-29 18:21:45,302 - mmaction - INFO - Epoch [29][1700/3757] lr: 1.000e-02, eta: 1 day, 14:28:48, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7203, loss_cls: 2.2189, loss: 2.2189, grad_norm: 3.8583 2021-01-29 18:21:51,073 - mmaction - INFO - Epoch [29][1720/3757] lr: 1.000e-02, eta: 1 day, 14:28:26, time: 0.288, data_time: 0.004, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7453, loss_cls: 2.1262, loss: 2.1262, grad_norm: 3.8461 2021-01-29 18:21:58,254 - mmaction - INFO - Epoch [29][1740/3757] lr: 1.000e-02, eta: 1 day, 14:28:08, time: 0.359, data_time: 0.003, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.1641, loss: 2.1641, grad_norm: 3.7833 2021-01-29 18:22:03,972 - mmaction - INFO - Epoch [29][1760/3757] lr: 1.000e-02, eta: 1 day, 14:27:46, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7492, loss_cls: 2.1437, loss: 2.1437, grad_norm: 3.8181 2021-01-29 18:22:10,114 - mmaction - INFO - Epoch [29][1780/3757] lr: 1.000e-02, eta: 1 day, 14:27:25, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7141, loss_cls: 2.2913, loss: 2.2913, grad_norm: 3.7475 2021-01-29 18:22:16,725 - mmaction - INFO - Epoch [29][1800/3757] lr: 1.000e-02, eta: 1 day, 14:27:06, time: 0.330, data_time: 0.004, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.2458, loss: 2.2458, grad_norm: 3.7782 2021-01-29 18:22:22,137 - mmaction - INFO - Epoch [29][1820/3757] lr: 1.000e-02, eta: 1 day, 14:26:43, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7336, loss_cls: 2.2436, loss: 2.2436, grad_norm: 4.4108 2021-01-29 18:22:27,525 - mmaction - INFO - Epoch [29][1840/3757] lr: 1.000e-02, eta: 1 day, 14:26:21, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.8650 2021-01-29 18:22:33,288 - mmaction - INFO - Epoch [29][1860/3757] lr: 1.000e-02, eta: 1 day, 14:25:59, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.1693, loss: 2.1693, grad_norm: 3.8753 2021-01-29 18:22:39,802 - mmaction - INFO - Epoch [29][1880/3757] lr: 1.000e-02, eta: 1 day, 14:25:39, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.2248, loss: 2.2248, grad_norm: 3.7803 2021-01-29 18:22:45,979 - mmaction - INFO - Epoch [29][1900/3757] lr: 1.000e-02, eta: 1 day, 14:25:18, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7242, loss_cls: 2.1434, loss: 2.1434, grad_norm: 3.7495 2021-01-29 18:22:51,929 - mmaction - INFO - Epoch [29][1920/3757] lr: 1.000e-02, eta: 1 day, 14:24:57, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.1945, loss: 2.1945, grad_norm: 3.7326 2021-01-29 18:22:57,645 - mmaction - INFO - Epoch [29][1940/3757] lr: 1.000e-02, eta: 1 day, 14:24:35, time: 0.285, data_time: 0.000, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.1289, loss: 2.1289, grad_norm: 3.7311 2021-01-29 18:23:03,200 - mmaction - INFO - Epoch [29][1960/3757] lr: 1.000e-02, eta: 1 day, 14:24:13, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.1322, loss: 2.1322, grad_norm: 3.9376 2021-01-29 18:23:09,469 - mmaction - INFO - Epoch [29][1980/3757] lr: 1.000e-02, eta: 1 day, 14:23:53, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7234, loss_cls: 2.2472, loss: 2.2472, grad_norm: 3.8650 2021-01-29 18:23:14,918 - mmaction - INFO - Epoch [29][2000/3757] lr: 1.000e-02, eta: 1 day, 14:23:30, time: 0.272, data_time: 0.000, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.8630 2021-01-29 18:23:20,811 - mmaction - INFO - Epoch [29][2020/3757] lr: 1.000e-02, eta: 1 day, 14:23:09, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2148, loss: 2.2148, grad_norm: 4.0581 2021-01-29 18:23:27,306 - mmaction - INFO - Epoch [29][2040/3757] lr: 1.000e-02, eta: 1 day, 14:22:49, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7500, loss_cls: 2.1574, loss: 2.1574, grad_norm: 3.9191 2021-01-29 18:23:33,606 - mmaction - INFO - Epoch [29][2060/3757] lr: 1.000e-02, eta: 1 day, 14:22:29, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7109, loss_cls: 2.3065, loss: 2.3065, grad_norm: 3.9697 2021-01-29 18:23:39,681 - mmaction - INFO - Epoch [29][2080/3757] lr: 1.000e-02, eta: 1 day, 14:22:08, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.7235 2021-01-29 18:23:45,546 - mmaction - INFO - Epoch [29][2100/3757] lr: 1.000e-02, eta: 1 day, 14:21:47, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.2660, loss: 2.2660, grad_norm: 3.8229 2021-01-29 18:23:51,527 - mmaction - INFO - Epoch [29][2120/3757] lr: 1.000e-02, eta: 1 day, 14:21:26, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7211, loss_cls: 2.1982, loss: 2.1982, grad_norm: 3.8351 2021-01-29 18:23:57,831 - mmaction - INFO - Epoch [29][2140/3757] lr: 1.000e-02, eta: 1 day, 14:21:05, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7461, loss_cls: 2.1325, loss: 2.1325, grad_norm: 3.8689 2021-01-29 18:24:04,648 - mmaction - INFO - Epoch [29][2160/3757] lr: 1.000e-02, eta: 1 day, 14:20:47, time: 0.341, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.2290, loss: 2.2290, grad_norm: 3.9174 2021-01-29 18:24:10,039 - mmaction - INFO - Epoch [29][2180/3757] lr: 1.000e-02, eta: 1 day, 14:20:24, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.1982, loss: 2.1982, grad_norm: 3.6627 2021-01-29 18:24:16,441 - mmaction - INFO - Epoch [29][2200/3757] lr: 1.000e-02, eta: 1 day, 14:20:04, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7297, loss_cls: 2.2319, loss: 2.2319, grad_norm: 3.8114 2021-01-29 18:24:21,906 - mmaction - INFO - Epoch [29][2220/3757] lr: 1.000e-02, eta: 1 day, 14:19:42, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7172, loss_cls: 2.2541, loss: 2.2541, grad_norm: 3.8285 2021-01-29 18:24:28,318 - mmaction - INFO - Epoch [29][2240/3757] lr: 1.000e-02, eta: 1 day, 14:19:22, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7148, loss_cls: 2.2328, loss: 2.2328, grad_norm: 3.7463 2021-01-29 18:24:34,487 - mmaction - INFO - Epoch [29][2260/3757] lr: 1.000e-02, eta: 1 day, 14:19:01, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.2075, loss: 2.2075, grad_norm: 3.9116 2021-01-29 18:24:39,928 - mmaction - INFO - Epoch [29][2280/3757] lr: 1.000e-02, eta: 1 day, 14:18:39, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7219, loss_cls: 2.2028, loss: 2.2028, grad_norm: 3.8878 2021-01-29 18:24:45,514 - mmaction - INFO - Epoch [29][2300/3757] lr: 1.000e-02, eta: 1 day, 14:18:17, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1990, loss: 2.1990, grad_norm: 3.7007 2021-01-29 18:24:51,607 - mmaction - INFO - Epoch [29][2320/3757] lr: 1.000e-02, eta: 1 day, 14:17:56, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.8907 2021-01-29 18:24:57,141 - mmaction - INFO - Epoch [29][2340/3757] lr: 1.000e-02, eta: 1 day, 14:17:34, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.7605 2021-01-29 18:25:02,802 - mmaction - INFO - Epoch [29][2360/3757] lr: 1.000e-02, eta: 1 day, 14:17:12, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7031, loss_cls: 2.3039, loss: 2.3039, grad_norm: 3.8132 2021-01-29 18:25:08,896 - mmaction - INFO - Epoch [29][2380/3757] lr: 1.000e-02, eta: 1 day, 14:16:51, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7453, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.8170 2021-01-29 18:25:15,395 - mmaction - INFO - Epoch [29][2400/3757] lr: 1.000e-02, eta: 1 day, 14:16:32, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.2707, loss: 2.2707, grad_norm: 3.9611 2021-01-29 18:25:22,001 - mmaction - INFO - Epoch [29][2420/3757] lr: 1.000e-02, eta: 1 day, 14:16:12, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7391, loss_cls: 2.1879, loss: 2.1879, grad_norm: 4.7204 2021-01-29 18:25:28,063 - mmaction - INFO - Epoch [29][2440/3757] lr: 1.000e-02, eta: 1 day, 14:15:51, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.2526, loss: 2.2526, grad_norm: 12.7094 2021-01-29 18:25:33,403 - mmaction - INFO - Epoch [29][2460/3757] lr: 1.000e-02, eta: 1 day, 14:15:29, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7219, loss_cls: 2.2451, loss: 2.2451, grad_norm: 4.0946 2021-01-29 18:25:39,476 - mmaction - INFO - Epoch [29][2480/3757] lr: 1.000e-02, eta: 1 day, 14:15:08, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7391, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.9236 2021-01-29 18:25:46,293 - mmaction - INFO - Epoch [29][2500/3757] lr: 1.000e-02, eta: 1 day, 14:14:49, time: 0.341, data_time: 0.002, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7242, loss_cls: 2.3145, loss: 2.3145, grad_norm: 3.8149 2021-01-29 18:25:51,973 - mmaction - INFO - Epoch [29][2520/3757] lr: 1.000e-02, eta: 1 day, 14:14:28, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7492, loss_cls: 2.1762, loss: 2.1762, grad_norm: 4.0293 2021-01-29 18:25:57,691 - mmaction - INFO - Epoch [29][2540/3757] lr: 1.000e-02, eta: 1 day, 14:14:06, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7469, loss_cls: 2.1627, loss: 2.1627, grad_norm: 3.9188 2021-01-29 18:26:02,957 - mmaction - INFO - Epoch [29][2560/3757] lr: 1.000e-02, eta: 1 day, 14:13:43, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7344, loss_cls: 2.2380, loss: 2.2380, grad_norm: 3.8524 2021-01-29 18:26:08,755 - mmaction - INFO - Epoch [29][2580/3757] lr: 1.000e-02, eta: 1 day, 14:13:22, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.2949, loss: 2.2949, grad_norm: 3.9208 2021-01-29 18:26:14,034 - mmaction - INFO - Epoch [29][2600/3757] lr: 1.000e-02, eta: 1 day, 14:12:59, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.2080, loss: 2.2080, grad_norm: 3.7767 2021-01-29 18:26:19,994 - mmaction - INFO - Epoch [29][2620/3757] lr: 1.000e-02, eta: 1 day, 14:12:38, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.3027, loss: 2.3027, grad_norm: 3.7702 2021-01-29 18:26:25,593 - mmaction - INFO - Epoch [29][2640/3757] lr: 1.000e-02, eta: 1 day, 14:12:16, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.2166, loss: 2.2166, grad_norm: 3.8385 2021-01-29 18:26:31,027 - mmaction - INFO - Epoch [29][2660/3757] lr: 1.000e-02, eta: 1 day, 14:11:54, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7211, loss_cls: 2.2588, loss: 2.2588, grad_norm: 4.0313 2021-01-29 18:26:37,258 - mmaction - INFO - Epoch [29][2680/3757] lr: 1.000e-02, eta: 1 day, 14:11:34, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2333, loss: 2.2333, grad_norm: 3.6255 2021-01-29 18:26:42,562 - mmaction - INFO - Epoch [29][2700/3757] lr: 1.000e-02, eta: 1 day, 14:11:11, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.1465, loss: 2.1465, grad_norm: 3.8666 2021-01-29 18:26:49,156 - mmaction - INFO - Epoch [29][2720/3757] lr: 1.000e-02, eta: 1 day, 14:10:52, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7094, loss_cls: 2.3161, loss: 2.3161, grad_norm: 3.8836 2021-01-29 18:26:54,446 - mmaction - INFO - Epoch [29][2740/3757] lr: 1.000e-02, eta: 1 day, 14:10:29, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7258, loss_cls: 2.2364, loss: 2.2364, grad_norm: 3.8940 2021-01-29 18:27:00,491 - mmaction - INFO - Epoch [29][2760/3757] lr: 1.000e-02, eta: 1 day, 14:10:08, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.1665, loss: 2.1665, grad_norm: 3.8634 2021-01-29 18:27:05,897 - mmaction - INFO - Epoch [29][2780/3757] lr: 1.000e-02, eta: 1 day, 14:09:46, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7172, loss_cls: 2.2834, loss: 2.2834, grad_norm: 3.8736 2021-01-29 18:27:11,408 - mmaction - INFO - Epoch [29][2800/3757] lr: 1.000e-02, eta: 1 day, 14:09:24, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7023, loss_cls: 2.3092, loss: 2.3092, grad_norm: 3.7585 2021-01-29 18:27:17,428 - mmaction - INFO - Epoch [29][2820/3757] lr: 1.000e-02, eta: 1 day, 14:09:03, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.2331, loss: 2.2331, grad_norm: 3.9606 2021-01-29 18:27:23,190 - mmaction - INFO - Epoch [29][2840/3757] lr: 1.000e-02, eta: 1 day, 14:08:42, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7570, loss_cls: 2.1025, loss: 2.1025, grad_norm: 3.7037 2021-01-29 18:27:29,516 - mmaction - INFO - Epoch [29][2860/3757] lr: 1.000e-02, eta: 1 day, 14:08:22, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7289, loss_cls: 2.2260, loss: 2.2260, grad_norm: 3.8708 2021-01-29 18:27:35,360 - mmaction - INFO - Epoch [29][2880/3757] lr: 1.000e-02, eta: 1 day, 14:08:01, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.1575, loss: 2.1575, grad_norm: 3.8591 2021-01-29 18:27:41,245 - mmaction - INFO - Epoch [29][2900/3757] lr: 1.000e-02, eta: 1 day, 14:07:40, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.2354, loss: 2.2354, grad_norm: 3.8520 2021-01-29 18:27:47,450 - mmaction - INFO - Epoch [29][2920/3757] lr: 1.000e-02, eta: 1 day, 14:07:19, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7352, loss_cls: 2.1592, loss: 2.1592, grad_norm: 3.8763 2021-01-29 18:27:53,217 - mmaction - INFO - Epoch [29][2940/3757] lr: 1.000e-02, eta: 1 day, 14:06:58, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7336, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.7495 2021-01-29 18:27:59,883 - mmaction - INFO - Epoch [29][2960/3757] lr: 1.000e-02, eta: 1 day, 14:06:39, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7133, loss_cls: 2.2409, loss: 2.2409, grad_norm: 3.6926 2021-01-29 18:28:05,667 - mmaction - INFO - Epoch [29][2980/3757] lr: 1.000e-02, eta: 1 day, 14:06:17, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7383, loss_cls: 2.1910, loss: 2.1910, grad_norm: 3.8307 2021-01-29 18:28:11,205 - mmaction - INFO - Epoch [29][3000/3757] lr: 1.000e-02, eta: 1 day, 14:05:56, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7227, loss_cls: 2.2172, loss: 2.2172, grad_norm: 3.8588 2021-01-29 18:28:17,097 - mmaction - INFO - Epoch [29][3020/3757] lr: 1.000e-02, eta: 1 day, 14:05:35, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1990, loss: 2.1990, grad_norm: 3.7680 2021-01-29 18:28:23,585 - mmaction - INFO - Epoch [29][3040/3757] lr: 1.000e-02, eta: 1 day, 14:05:15, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7570, loss_cls: 2.1369, loss: 2.1369, grad_norm: 3.8612 2021-01-29 18:28:28,703 - mmaction - INFO - Epoch [29][3060/3757] lr: 1.000e-02, eta: 1 day, 14:04:52, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7211, loss_cls: 2.2272, loss: 2.2272, grad_norm: 3.8223 2021-01-29 18:28:35,190 - mmaction - INFO - Epoch [29][3080/3757] lr: 1.000e-02, eta: 1 day, 14:04:32, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.2371, loss: 2.2371, grad_norm: 3.7842 2021-01-29 18:28:41,557 - mmaction - INFO - Epoch [29][3100/3757] lr: 1.000e-02, eta: 1 day, 14:04:13, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.1873, loss: 2.1873, grad_norm: 3.7954 2021-01-29 18:28:47,288 - mmaction - INFO - Epoch [29][3120/3757] lr: 1.000e-02, eta: 1 day, 14:03:51, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.1583, loss: 2.1583, grad_norm: 3.8110 2021-01-29 18:28:53,714 - mmaction - INFO - Epoch [29][3140/3757] lr: 1.000e-02, eta: 1 day, 14:03:32, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7289, loss_cls: 2.2356, loss: 2.2356, grad_norm: 3.9065 2021-01-29 18:28:59,543 - mmaction - INFO - Epoch [29][3160/3757] lr: 1.000e-02, eta: 1 day, 14:03:10, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.2552, loss: 2.2552, grad_norm: 3.7513 2021-01-29 18:29:04,993 - mmaction - INFO - Epoch [29][3180/3757] lr: 1.000e-02, eta: 1 day, 14:02:48, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.2002, loss: 2.2002, grad_norm: 3.8669 2021-01-29 18:29:11,547 - mmaction - INFO - Epoch [29][3200/3757] lr: 1.000e-02, eta: 1 day, 14:02:29, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.1850, loss: 2.1850, grad_norm: 3.8428 2021-01-29 18:29:17,789 - mmaction - INFO - Epoch [29][3220/3757] lr: 1.000e-02, eta: 1 day, 14:02:09, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7344, loss_cls: 2.2512, loss: 2.2512, grad_norm: 3.7506 2021-01-29 18:29:24,090 - mmaction - INFO - Epoch [29][3240/3757] lr: 1.000e-02, eta: 1 day, 14:01:49, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.7708 2021-01-29 18:29:29,522 - mmaction - INFO - Epoch [29][3260/3757] lr: 1.000e-02, eta: 1 day, 14:01:27, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7344, loss_cls: 2.2688, loss: 2.2688, grad_norm: 3.7911 2021-01-29 18:29:34,770 - mmaction - INFO - Epoch [29][3280/3757] lr: 1.000e-02, eta: 1 day, 14:01:04, time: 0.262, data_time: 0.003, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7258, loss_cls: 2.2886, loss: 2.2886, grad_norm: 3.8725 2021-01-29 18:29:40,755 - mmaction - INFO - Epoch [29][3300/3757] lr: 1.000e-02, eta: 1 day, 14:00:43, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1145, loss: 2.1145, grad_norm: 3.7450 2021-01-29 18:29:46,788 - mmaction - INFO - Epoch [29][3320/3757] lr: 1.000e-02, eta: 1 day, 14:00:23, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1244, loss: 2.1244, grad_norm: 3.9421 2021-01-29 18:29:52,745 - mmaction - INFO - Epoch [29][3340/3757] lr: 1.000e-02, eta: 1 day, 14:00:02, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7281, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.8492 2021-01-29 18:29:59,123 - mmaction - INFO - Epoch [29][3360/3757] lr: 1.000e-02, eta: 1 day, 13:59:42, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.2894, loss: 2.2894, grad_norm: 4.0254 2021-01-29 18:30:04,877 - mmaction - INFO - Epoch [29][3380/3757] lr: 1.000e-02, eta: 1 day, 13:59:21, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7250, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.7044 2021-01-29 18:30:11,047 - mmaction - INFO - Epoch [29][3400/3757] lr: 1.000e-02, eta: 1 day, 13:59:01, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.1683, loss: 2.1683, grad_norm: 3.8429 2021-01-29 18:30:16,318 - mmaction - INFO - Epoch [29][3420/3757] lr: 1.000e-02, eta: 1 day, 13:58:38, time: 0.263, data_time: 0.003, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7250, loss_cls: 2.2072, loss: 2.2072, grad_norm: 3.8372 2021-01-29 18:30:22,012 - mmaction - INFO - Epoch [29][3440/3757] lr: 1.000e-02, eta: 1 day, 13:58:17, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2294, loss: 2.2294, grad_norm: 3.7622 2021-01-29 18:30:27,599 - mmaction - INFO - Epoch [29][3460/3757] lr: 1.000e-02, eta: 1 day, 13:57:55, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0965, loss: 2.0965, grad_norm: 3.8102 2021-01-29 18:30:33,955 - mmaction - INFO - Epoch [29][3480/3757] lr: 1.000e-02, eta: 1 day, 13:57:35, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.1534, loss: 2.1534, grad_norm: 3.8796 2021-01-29 18:30:39,404 - mmaction - INFO - Epoch [29][3500/3757] lr: 1.000e-02, eta: 1 day, 13:57:13, time: 0.270, data_time: 0.004, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.1962, loss: 2.1962, grad_norm: 3.8402 2021-01-29 18:30:45,268 - mmaction - INFO - Epoch [29][3520/3757] lr: 1.000e-02, eta: 1 day, 13:56:53, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2058, loss: 2.2058, grad_norm: 3.9390 2021-01-29 18:30:52,123 - mmaction - INFO - Epoch [29][3540/3757] lr: 1.000e-02, eta: 1 day, 13:56:34, time: 0.343, data_time: 0.003, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7391, loss_cls: 2.1700, loss: 2.1700, grad_norm: 3.7374 2021-01-29 18:30:58,459 - mmaction - INFO - Epoch [29][3560/3757] lr: 1.000e-02, eta: 1 day, 13:56:14, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7141, loss_cls: 2.3051, loss: 2.3051, grad_norm: 3.8026 2021-01-29 18:31:04,165 - mmaction - INFO - Epoch [29][3580/3757] lr: 1.000e-02, eta: 1 day, 13:55:53, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7359, loss_cls: 2.2342, loss: 2.2342, grad_norm: 3.7706 2021-01-29 18:31:09,754 - mmaction - INFO - Epoch [29][3600/3757] lr: 1.000e-02, eta: 1 day, 13:55:31, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7578, loss_cls: 2.1379, loss: 2.1379, grad_norm: 3.8384 2021-01-29 18:31:15,962 - mmaction - INFO - Epoch [29][3620/3757] lr: 1.000e-02, eta: 1 day, 13:55:11, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7406, loss_cls: 2.1947, loss: 2.1947, grad_norm: 3.8431 2021-01-29 18:31:22,070 - mmaction - INFO - Epoch [29][3640/3757] lr: 1.000e-02, eta: 1 day, 13:54:51, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7492, loss_cls: 2.2150, loss: 2.2150, grad_norm: 3.8720 2021-01-29 18:31:28,042 - mmaction - INFO - Epoch [29][3660/3757] lr: 1.000e-02, eta: 1 day, 13:54:30, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.6388 2021-01-29 18:31:33,971 - mmaction - INFO - Epoch [29][3680/3757] lr: 1.000e-02, eta: 1 day, 13:54:09, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7117, loss_cls: 2.2896, loss: 2.2896, grad_norm: 3.7068 2021-01-29 18:31:39,580 - mmaction - INFO - Epoch [29][3700/3757] lr: 1.000e-02, eta: 1 day, 13:53:48, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.2073, loss: 2.2073, grad_norm: 3.7647 2021-01-29 18:31:45,656 - mmaction - INFO - Epoch [29][3720/3757] lr: 1.000e-02, eta: 1 day, 13:53:27, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2666, loss: 2.2666, grad_norm: 3.9214 2021-01-29 18:31:52,143 - mmaction - INFO - Epoch [29][3740/3757] lr: 1.000e-02, eta: 1 day, 13:53:08, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.5834 2021-01-29 18:32:15,262 - mmaction - INFO - Saving checkpoint at 29 epochs 2021-01-29 18:46:00,513 - mmaction - INFO - Epoch [30][20/3757] lr: 1.000e-02, eta: 1 day, 14:25:41, time: 41.219, data_time: 40.504, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.0876, loss: 2.0876, grad_norm: 3.8111 2021-01-29 18:46:04,699 - mmaction - INFO - Epoch [30][40/3757] lr: 1.000e-02, eta: 1 day, 14:25:16, time: 0.227, data_time: 0.020, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7422, loss_cls: 2.1828, loss: 2.1828, grad_norm: 3.9335 2021-01-29 18:46:08,831 - mmaction - INFO - Epoch [30][60/3757] lr: 1.000e-02, eta: 1 day, 14:24:50, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7273, loss_cls: 2.2395, loss: 2.2395, grad_norm: 3.8919 2021-01-29 18:46:13,037 - mmaction - INFO - Epoch [30][80/3757] lr: 1.000e-02, eta: 1 day, 14:24:25, time: 0.210, data_time: 0.004, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7508, loss_cls: 2.0875, loss: 2.0875, grad_norm: 3.7069 2021-01-29 18:46:17,161 - mmaction - INFO - Epoch [30][100/3757] lr: 1.000e-02, eta: 1 day, 14:23:59, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7250, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.7593 2021-01-29 18:46:21,369 - mmaction - INFO - Epoch [30][120/3757] lr: 1.000e-02, eta: 1 day, 14:23:34, time: 0.212, data_time: 0.003, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.2898, loss: 2.2898, grad_norm: 3.8386 2021-01-29 18:46:25,554 - mmaction - INFO - Epoch [30][140/3757] lr: 1.000e-02, eta: 1 day, 14:23:08, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2393, loss: 2.2393, grad_norm: 3.7617 2021-01-29 18:46:29,677 - mmaction - INFO - Epoch [30][160/3757] lr: 1.000e-02, eta: 1 day, 14:22:43, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.0892, loss: 2.0892, grad_norm: 3.7540 2021-01-29 18:46:33,877 - mmaction - INFO - Epoch [30][180/3757] lr: 1.000e-02, eta: 1 day, 14:22:17, time: 0.210, data_time: 0.003, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7422, loss_cls: 2.1508, loss: 2.1508, grad_norm: 3.9274 2021-01-29 18:46:37,995 - mmaction - INFO - Epoch [30][200/3757] lr: 1.000e-02, eta: 1 day, 14:21:52, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.1535, loss: 2.1535, grad_norm: 3.8014 2021-01-29 18:46:42,107 - mmaction - INFO - Epoch [30][220/3757] lr: 1.000e-02, eta: 1 day, 14:21:26, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7328, loss_cls: 2.1587, loss: 2.1587, grad_norm: 3.7245 2021-01-29 18:46:46,367 - mmaction - INFO - Epoch [30][240/3757] lr: 1.000e-02, eta: 1 day, 14:21:01, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7383, loss_cls: 2.2364, loss: 2.2364, grad_norm: 3.8063 2021-01-29 18:46:50,547 - mmaction - INFO - Epoch [30][260/3757] lr: 1.000e-02, eta: 1 day, 14:20:35, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.0849, loss: 2.0849, grad_norm: 3.7296 2021-01-29 18:46:54,850 - mmaction - INFO - Epoch [30][280/3757] lr: 1.000e-02, eta: 1 day, 14:20:10, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.1462, loss: 2.1462, grad_norm: 3.7830 2021-01-29 18:46:58,999 - mmaction - INFO - Epoch [30][300/3757] lr: 1.000e-02, eta: 1 day, 14:19:45, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7227, loss_cls: 2.2731, loss: 2.2731, grad_norm: 3.9883 2021-01-29 18:47:03,124 - mmaction - INFO - Epoch [30][320/3757] lr: 1.000e-02, eta: 1 day, 14:19:19, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.1280, loss: 2.1280, grad_norm: 3.8153 2021-01-29 18:47:07,434 - mmaction - INFO - Epoch [30][340/3757] lr: 1.000e-02, eta: 1 day, 14:18:54, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.2144, loss: 2.2144, grad_norm: 3.9445 2021-01-29 18:47:11,650 - mmaction - INFO - Epoch [30][360/3757] lr: 1.000e-02, eta: 1 day, 14:18:29, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7516, loss_cls: 2.1270, loss: 2.1270, grad_norm: 3.8869 2021-01-29 18:47:16,042 - mmaction - INFO - Epoch [30][380/3757] lr: 1.000e-02, eta: 1 day, 14:18:04, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.7935 2021-01-29 18:47:20,400 - mmaction - INFO - Epoch [30][400/3757] lr: 1.000e-02, eta: 1 day, 14:17:39, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.7983 2021-01-29 18:47:24,880 - mmaction - INFO - Epoch [30][420/3757] lr: 1.000e-02, eta: 1 day, 14:17:14, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.0984, loss: 2.0984, grad_norm: 3.7633 2021-01-29 18:47:29,234 - mmaction - INFO - Epoch [30][440/3757] lr: 1.000e-02, eta: 1 day, 14:16:49, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1612, loss: 2.1612, grad_norm: 3.8300 2021-01-29 18:47:33,724 - mmaction - INFO - Epoch [30][460/3757] lr: 1.000e-02, eta: 1 day, 14:16:25, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1340, loss: 2.1340, grad_norm: 3.7510 2021-01-29 18:47:38,617 - mmaction - INFO - Epoch [30][480/3757] lr: 1.000e-02, eta: 1 day, 14:16:01, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7250, loss_cls: 2.1783, loss: 2.1783, grad_norm: 3.8182 2021-01-29 18:47:43,027 - mmaction - INFO - Epoch [30][500/3757] lr: 1.000e-02, eta: 1 day, 14:15:36, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7500, loss_cls: 2.1191, loss: 2.1191, grad_norm: 3.9636 2021-01-29 18:47:47,823 - mmaction - INFO - Epoch [30][520/3757] lr: 1.000e-02, eta: 1 day, 14:15:12, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.0803, loss: 2.0803, grad_norm: 3.7338 2021-01-29 18:47:52,418 - mmaction - INFO - Epoch [30][540/3757] lr: 1.000e-02, eta: 1 day, 14:14:48, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7219, loss_cls: 2.2251, loss: 2.2251, grad_norm: 4.0088 2021-01-29 18:47:57,053 - mmaction - INFO - Epoch [30][560/3757] lr: 1.000e-02, eta: 1 day, 14:14:24, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.1460, loss: 2.1460, grad_norm: 3.7287 2021-01-29 18:48:02,602 - mmaction - INFO - Epoch [30][580/3757] lr: 1.000e-02, eta: 1 day, 14:14:02, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7359, loss_cls: 2.1745, loss: 2.1745, grad_norm: 3.8156 2021-01-29 18:48:07,579 - mmaction - INFO - Epoch [30][600/3757] lr: 1.000e-02, eta: 1 day, 14:13:39, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2063, loss: 2.2063, grad_norm: 3.9097 2021-01-29 18:48:12,107 - mmaction - INFO - Epoch [30][620/3757] lr: 1.000e-02, eta: 1 day, 14:13:14, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7547, loss_cls: 2.0540, loss: 2.0540, grad_norm: 3.7055 2021-01-29 18:48:17,319 - mmaction - INFO - Epoch [30][640/3757] lr: 1.000e-02, eta: 1 day, 14:12:51, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7461, loss_cls: 2.1233, loss: 2.1233, grad_norm: 3.8729 2021-01-29 18:48:22,814 - mmaction - INFO - Epoch [30][660/3757] lr: 1.000e-02, eta: 1 day, 14:12:29, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2324, loss: 2.2324, grad_norm: 3.9347 2021-01-29 18:48:27,712 - mmaction - INFO - Epoch [30][680/3757] lr: 1.000e-02, eta: 1 day, 14:12:06, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7453, loss_cls: 2.2022, loss: 2.2022, grad_norm: 3.8851 2021-01-29 18:48:32,879 - mmaction - INFO - Epoch [30][700/3757] lr: 1.000e-02, eta: 1 day, 14:11:43, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7391, loss_cls: 2.1578, loss: 2.1578, grad_norm: 3.8711 2021-01-29 18:48:38,210 - mmaction - INFO - Epoch [30][720/3757] lr: 1.000e-02, eta: 1 day, 14:11:20, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7266, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.8192 2021-01-29 18:48:43,187 - mmaction - INFO - Epoch [30][740/3757] lr: 1.000e-02, eta: 1 day, 14:10:57, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1379, loss: 2.1379, grad_norm: 3.8802 2021-01-29 18:48:49,162 - mmaction - INFO - Epoch [30][760/3757] lr: 1.000e-02, eta: 1 day, 14:10:36, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7547, loss_cls: 2.1187, loss: 2.1187, grad_norm: 3.9737 2021-01-29 18:48:53,876 - mmaction - INFO - Epoch [30][780/3757] lr: 1.000e-02, eta: 1 day, 14:10:12, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7516, loss_cls: 2.1308, loss: 2.1308, grad_norm: 3.9234 2021-01-29 18:48:59,349 - mmaction - INFO - Epoch [30][800/3757] lr: 1.000e-02, eta: 1 day, 14:09:50, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7406, loss_cls: 2.1127, loss: 2.1127, grad_norm: 3.8668 2021-01-29 18:49:05,472 - mmaction - INFO - Epoch [30][820/3757] lr: 1.000e-02, eta: 1 day, 14:09:29, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7422, loss_cls: 2.1898, loss: 2.1898, grad_norm: 3.8552 2021-01-29 18:49:10,730 - mmaction - INFO - Epoch [30][840/3757] lr: 1.000e-02, eta: 1 day, 14:09:07, time: 0.263, data_time: 0.005, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7383, loss_cls: 2.2079, loss: 2.2079, grad_norm: 3.9789 2021-01-29 18:49:16,327 - mmaction - INFO - Epoch [30][860/3757] lr: 1.000e-02, eta: 1 day, 14:08:45, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.2169, loss: 2.2169, grad_norm: 4.0916 2021-01-29 18:49:22,287 - mmaction - INFO - Epoch [30][880/3757] lr: 1.000e-02, eta: 1 day, 14:08:24, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7602, loss_cls: 2.1053, loss: 2.1053, grad_norm: 3.8555 2021-01-29 18:49:28,296 - mmaction - INFO - Epoch [30][900/3757] lr: 1.000e-02, eta: 1 day, 14:08:03, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.9444 2021-01-29 18:49:33,971 - mmaction - INFO - Epoch [30][920/3757] lr: 1.000e-02, eta: 1 day, 14:07:42, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.2356, loss: 2.2356, grad_norm: 3.7890 2021-01-29 18:49:39,542 - mmaction - INFO - Epoch [30][940/3757] lr: 1.000e-02, eta: 1 day, 14:07:20, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2063, loss: 2.2063, grad_norm: 3.8298 2021-01-29 18:49:45,530 - mmaction - INFO - Epoch [30][960/3757] lr: 1.000e-02, eta: 1 day, 14:06:59, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.9615 2021-01-29 18:49:51,090 - mmaction - INFO - Epoch [30][980/3757] lr: 1.000e-02, eta: 1 day, 14:06:37, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2441, loss: 2.2441, grad_norm: 3.8417 2021-01-29 18:49:56,924 - mmaction - INFO - Epoch [30][1000/3757] lr: 1.000e-02, eta: 1 day, 14:06:16, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7383, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.8291 2021-01-29 18:50:02,401 - mmaction - INFO - Epoch [30][1020/3757] lr: 1.000e-02, eta: 1 day, 14:05:54, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7461, loss_cls: 2.1581, loss: 2.1581, grad_norm: 3.9056 2021-01-29 18:50:08,939 - mmaction - INFO - Epoch [30][1040/3757] lr: 1.000e-02, eta: 1 day, 14:05:35, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.1880, loss: 2.1880, grad_norm: 3.8408 2021-01-29 18:50:14,357 - mmaction - INFO - Epoch [30][1060/3757] lr: 1.000e-02, eta: 1 day, 14:05:12, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.1704, loss: 2.1704, grad_norm: 3.7782 2021-01-29 18:50:20,129 - mmaction - INFO - Epoch [30][1080/3757] lr: 1.000e-02, eta: 1 day, 14:04:51, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.1806, loss: 2.1806, grad_norm: 3.8807 2021-01-29 18:50:25,348 - mmaction - INFO - Epoch [30][1100/3757] lr: 1.000e-02, eta: 1 day, 14:04:28, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.2005, loss: 2.2005, grad_norm: 3.8345 2021-01-29 18:50:31,372 - mmaction - INFO - Epoch [30][1120/3757] lr: 1.000e-02, eta: 1 day, 14:04:08, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5414, top5_acc: 0.7656, loss_cls: 1.9889, loss: 1.9889, grad_norm: 3.7979 2021-01-29 18:50:36,859 - mmaction - INFO - Epoch [30][1140/3757] lr: 1.000e-02, eta: 1 day, 14:03:46, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.1758, loss: 2.1758, grad_norm: 3.7331 2021-01-29 18:50:42,321 - mmaction - INFO - Epoch [30][1160/3757] lr: 1.000e-02, eta: 1 day, 14:03:24, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7250, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.8073 2021-01-29 18:50:48,814 - mmaction - INFO - Epoch [30][1180/3757] lr: 1.000e-02, eta: 1 day, 14:03:04, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1517, loss: 2.1517, grad_norm: 3.7954 2021-01-29 18:50:54,802 - mmaction - INFO - Epoch [30][1200/3757] lr: 1.000e-02, eta: 1 day, 14:02:43, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7469, loss_cls: 2.1908, loss: 2.1908, grad_norm: 3.8366 2021-01-29 18:51:00,629 - mmaction - INFO - Epoch [30][1220/3757] lr: 1.000e-02, eta: 1 day, 14:02:22, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7648, loss_cls: 2.1130, loss: 2.1130, grad_norm: 3.7361 2021-01-29 18:51:06,283 - mmaction - INFO - Epoch [30][1240/3757] lr: 1.000e-02, eta: 1 day, 14:02:01, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7438, loss_cls: 2.1015, loss: 2.1015, grad_norm: 3.8403 2021-01-29 18:51:12,266 - mmaction - INFO - Epoch [30][1260/3757] lr: 1.000e-02, eta: 1 day, 14:01:40, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7391, loss_cls: 2.1479, loss: 2.1479, grad_norm: 3.8672 2021-01-29 18:51:18,954 - mmaction - INFO - Epoch [30][1280/3757] lr: 1.000e-02, eta: 1 day, 14:01:21, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7359, loss_cls: 2.1984, loss: 2.1984, grad_norm: 3.9508 2021-01-29 18:51:24,192 - mmaction - INFO - Epoch [30][1300/3757] lr: 1.000e-02, eta: 1 day, 14:00:58, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7391, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.8980 2021-01-29 18:51:30,304 - mmaction - INFO - Epoch [30][1320/3757] lr: 1.000e-02, eta: 1 day, 14:00:38, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.1140, loss: 2.1140, grad_norm: 3.8389 2021-01-29 18:51:35,774 - mmaction - INFO - Epoch [30][1340/3757] lr: 1.000e-02, eta: 1 day, 14:00:16, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7258, loss_cls: 2.2442, loss: 2.2442, grad_norm: 3.8546 2021-01-29 18:51:41,757 - mmaction - INFO - Epoch [30][1360/3757] lr: 1.000e-02, eta: 1 day, 13:59:55, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7227, loss_cls: 2.2604, loss: 2.2604, grad_norm: 3.7997 2021-01-29 18:51:47,278 - mmaction - INFO - Epoch [30][1380/3757] lr: 1.000e-02, eta: 1 day, 13:59:34, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.2019, loss: 2.2019, grad_norm: 3.8990 2021-01-29 18:51:56,703 - mmaction - INFO - Epoch [30][1400/3757] lr: 1.000e-02, eta: 1 day, 13:59:21, time: 0.471, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7391, loss_cls: 2.1625, loss: 2.1625, grad_norm: 4.8985 2021-01-29 18:52:02,631 - mmaction - INFO - Epoch [30][1420/3757] lr: 1.000e-02, eta: 1 day, 13:59:00, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7547, loss_cls: 2.0952, loss: 2.0952, grad_norm: 3.6987 2021-01-29 18:52:08,343 - mmaction - INFO - Epoch [30][1440/3757] lr: 1.000e-02, eta: 1 day, 13:58:39, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7320, loss_cls: 2.2070, loss: 2.2070, grad_norm: 3.8246 2021-01-29 18:52:14,042 - mmaction - INFO - Epoch [30][1460/3757] lr: 1.000e-02, eta: 1 day, 13:58:18, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7234, loss_cls: 2.2832, loss: 2.2832, grad_norm: 3.8268 2021-01-29 18:52:19,996 - mmaction - INFO - Epoch [30][1480/3757] lr: 1.000e-02, eta: 1 day, 13:57:57, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7281, loss_cls: 2.2062, loss: 2.2062, grad_norm: 3.9009 2021-01-29 18:52:25,768 - mmaction - INFO - Epoch [30][1500/3757] lr: 1.000e-02, eta: 1 day, 13:57:36, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7109, loss_cls: 2.2398, loss: 2.2398, grad_norm: 3.8386 2021-01-29 18:52:31,568 - mmaction - INFO - Epoch [30][1520/3757] lr: 1.000e-02, eta: 1 day, 13:57:14, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0691, loss: 2.0691, grad_norm: 3.9278 2021-01-29 18:52:37,152 - mmaction - INFO - Epoch [30][1540/3757] lr: 1.000e-02, eta: 1 day, 13:56:53, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7125, loss_cls: 2.3887, loss: 2.3887, grad_norm: 3.8080 2021-01-29 18:52:43,120 - mmaction - INFO - Epoch [30][1560/3757] lr: 1.000e-02, eta: 1 day, 13:56:32, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7227, loss_cls: 2.1761, loss: 2.1761, grad_norm: 3.9253 2021-01-29 18:52:49,414 - mmaction - INFO - Epoch [30][1580/3757] lr: 1.000e-02, eta: 1 day, 13:56:12, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.2130, loss: 2.2130, grad_norm: 3.9674 2021-01-29 18:52:55,049 - mmaction - INFO - Epoch [30][1600/3757] lr: 1.000e-02, eta: 1 day, 13:55:51, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2130, loss: 2.2130, grad_norm: 3.8662 2021-01-29 18:53:00,776 - mmaction - INFO - Epoch [30][1620/3757] lr: 1.000e-02, eta: 1 day, 13:55:29, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2168, loss: 2.2168, grad_norm: 3.8958 2021-01-29 18:53:07,283 - mmaction - INFO - Epoch [30][1640/3757] lr: 1.000e-02, eta: 1 day, 13:55:10, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7391, loss_cls: 2.1945, loss: 2.1945, grad_norm: 3.8208 2021-01-29 18:53:12,487 - mmaction - INFO - Epoch [30][1660/3757] lr: 1.000e-02, eta: 1 day, 13:54:48, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2167, loss: 2.2167, grad_norm: 3.8861 2021-01-29 18:53:19,147 - mmaction - INFO - Epoch [30][1680/3757] lr: 1.000e-02, eta: 1 day, 13:54:29, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2955, loss: 2.2955, grad_norm: 3.9052 2021-01-29 18:53:24,932 - mmaction - INFO - Epoch [30][1700/3757] lr: 1.000e-02, eta: 1 day, 13:54:07, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.1174, loss: 2.1174, grad_norm: 3.7389 2021-01-29 18:53:30,204 - mmaction - INFO - Epoch [30][1720/3757] lr: 1.000e-02, eta: 1 day, 13:53:45, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7273, loss_cls: 2.2028, loss: 2.2028, grad_norm: 3.8670 2021-01-29 18:53:36,014 - mmaction - INFO - Epoch [30][1740/3757] lr: 1.000e-02, eta: 1 day, 13:53:24, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7352, loss_cls: 2.1990, loss: 2.1990, grad_norm: 3.8256 2021-01-29 18:53:42,491 - mmaction - INFO - Epoch [30][1760/3757] lr: 1.000e-02, eta: 1 day, 13:53:05, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7602, loss_cls: 2.0298, loss: 2.0298, grad_norm: 3.8027 2021-01-29 18:53:48,936 - mmaction - INFO - Epoch [30][1780/3757] lr: 1.000e-02, eta: 1 day, 13:52:45, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1080, loss: 2.1080, grad_norm: 3.8069 2021-01-29 18:53:55,256 - mmaction - INFO - Epoch [30][1800/3757] lr: 1.000e-02, eta: 1 day, 13:52:25, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.0987, loss: 2.0987, grad_norm: 3.8090 2021-01-29 18:54:01,138 - mmaction - INFO - Epoch [30][1820/3757] lr: 1.000e-02, eta: 1 day, 13:52:04, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7656, loss_cls: 2.1203, loss: 2.1203, grad_norm: 3.8847 2021-01-29 18:54:07,355 - mmaction - INFO - Epoch [30][1840/3757] lr: 1.000e-02, eta: 1 day, 13:51:44, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.1528, loss: 2.1528, grad_norm: 3.7387 2021-01-29 18:54:13,306 - mmaction - INFO - Epoch [30][1860/3757] lr: 1.000e-02, eta: 1 day, 13:51:24, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2732, loss: 2.2732, grad_norm: 3.7544 2021-01-29 18:54:19,411 - mmaction - INFO - Epoch [30][1880/3757] lr: 1.000e-02, eta: 1 day, 13:51:04, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.1289, loss: 2.1289, grad_norm: 3.7207 2021-01-29 18:54:25,891 - mmaction - INFO - Epoch [30][1900/3757] lr: 1.000e-02, eta: 1 day, 13:50:44, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7312, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.8929 2021-01-29 18:54:31,875 - mmaction - INFO - Epoch [30][1920/3757] lr: 1.000e-02, eta: 1 day, 13:50:24, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1489, loss: 2.1489, grad_norm: 3.6936 2021-01-29 18:54:38,038 - mmaction - INFO - Epoch [30][1940/3757] lr: 1.000e-02, eta: 1 day, 13:50:03, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7664, loss_cls: 2.0745, loss: 2.0745, grad_norm: 3.8919 2021-01-29 18:54:43,226 - mmaction - INFO - Epoch [30][1960/3757] lr: 1.000e-02, eta: 1 day, 13:49:41, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3121, loss: 2.3121, grad_norm: 3.7855 2021-01-29 18:54:49,331 - mmaction - INFO - Epoch [30][1980/3757] lr: 1.000e-02, eta: 1 day, 13:49:21, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.2394, loss: 2.2394, grad_norm: 3.9179 2021-01-29 18:54:54,996 - mmaction - INFO - Epoch [30][2000/3757] lr: 1.000e-02, eta: 1 day, 13:48:59, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.2128, loss: 2.2128, grad_norm: 3.7815 2021-01-29 18:55:01,346 - mmaction - INFO - Epoch [30][2020/3757] lr: 1.000e-02, eta: 1 day, 13:48:40, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.1761, loss: 2.1761, grad_norm: 3.8053 2021-01-29 18:55:07,521 - mmaction - INFO - Epoch [30][2040/3757] lr: 1.000e-02, eta: 1 day, 13:48:20, time: 0.309, data_time: 0.003, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7453, loss_cls: 2.1927, loss: 2.1927, grad_norm: 3.7433 2021-01-29 18:55:13,790 - mmaction - INFO - Epoch [30][2060/3757] lr: 1.000e-02, eta: 1 day, 13:48:00, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1850, loss: 2.1850, grad_norm: 3.8257 2021-01-29 18:55:20,558 - mmaction - INFO - Epoch [30][2080/3757] lr: 1.000e-02, eta: 1 day, 13:47:41, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7336, loss_cls: 2.1771, loss: 2.1771, grad_norm: 3.8591 2021-01-29 18:55:27,043 - mmaction - INFO - Epoch [30][2100/3757] lr: 1.000e-02, eta: 1 day, 13:47:22, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7500, loss_cls: 2.0983, loss: 2.0983, grad_norm: 3.9245 2021-01-29 18:55:33,531 - mmaction - INFO - Epoch [30][2120/3757] lr: 1.000e-02, eta: 1 day, 13:47:02, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7422, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.8710 2021-01-29 18:55:39,541 - mmaction - INFO - Epoch [30][2140/3757] lr: 1.000e-02, eta: 1 day, 13:46:42, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.1745, loss: 2.1745, grad_norm: 3.8148 2021-01-29 18:55:45,424 - mmaction - INFO - Epoch [30][2160/3757] lr: 1.000e-02, eta: 1 day, 13:46:21, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7305, loss_cls: 2.2973, loss: 2.2973, grad_norm: 3.9869 2021-01-29 18:55:51,806 - mmaction - INFO - Epoch [30][2180/3757] lr: 1.000e-02, eta: 1 day, 13:46:02, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7391, loss_cls: 2.1766, loss: 2.1766, grad_norm: 3.6670 2021-01-29 18:55:58,786 - mmaction - INFO - Epoch [30][2200/3757] lr: 1.000e-02, eta: 1 day, 13:45:44, time: 0.349, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7523, loss_cls: 2.0896, loss: 2.0896, grad_norm: 3.9094 2021-01-29 18:56:04,430 - mmaction - INFO - Epoch [30][2220/3757] lr: 1.000e-02, eta: 1 day, 13:45:22, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.1959, loss: 2.1959, grad_norm: 3.8599 2021-01-29 18:56:10,456 - mmaction - INFO - Epoch [30][2240/3757] lr: 1.000e-02, eta: 1 day, 13:45:02, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7391, loss_cls: 2.1980, loss: 2.1980, grad_norm: 3.8653 2021-01-29 18:56:16,542 - mmaction - INFO - Epoch [30][2260/3757] lr: 1.000e-02, eta: 1 day, 13:44:42, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7344, loss_cls: 2.1469, loss: 2.1469, grad_norm: 3.7727 2021-01-29 18:56:22,636 - mmaction - INFO - Epoch [30][2280/3757] lr: 1.000e-02, eta: 1 day, 13:44:21, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7242, loss_cls: 2.2310, loss: 2.2310, grad_norm: 3.9404 2021-01-29 18:56:29,696 - mmaction - INFO - Epoch [30][2300/3757] lr: 1.000e-02, eta: 1 day, 13:44:04, time: 0.353, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.7639 2021-01-29 18:56:35,894 - mmaction - INFO - Epoch [30][2320/3757] lr: 1.000e-02, eta: 1 day, 13:43:44, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.8883 2021-01-29 18:56:41,304 - mmaction - INFO - Epoch [30][2340/3757] lr: 1.000e-02, eta: 1 day, 13:43:22, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.1679, loss: 2.1679, grad_norm: 3.9182 2021-01-29 18:56:47,977 - mmaction - INFO - Epoch [30][2360/3757] lr: 1.000e-02, eta: 1 day, 13:43:03, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7250, loss_cls: 2.1746, loss: 2.1746, grad_norm: 3.8432 2021-01-29 18:56:53,865 - mmaction - INFO - Epoch [30][2380/3757] lr: 1.000e-02, eta: 1 day, 13:42:42, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7422, loss_cls: 2.1554, loss: 2.1554, grad_norm: 3.9092 2021-01-29 18:56:59,768 - mmaction - INFO - Epoch [30][2400/3757] lr: 1.000e-02, eta: 1 day, 13:42:22, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.1279, loss: 2.1279, grad_norm: 3.8153 2021-01-29 18:57:05,991 - mmaction - INFO - Epoch [30][2420/3757] lr: 1.000e-02, eta: 1 day, 13:42:02, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4555, top5_acc: 0.7180, loss_cls: 2.3155, loss: 2.3155, grad_norm: 3.8403 2021-01-29 18:57:12,476 - mmaction - INFO - Epoch [30][2440/3757] lr: 1.000e-02, eta: 1 day, 13:41:42, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7367, loss_cls: 2.2313, loss: 2.2313, grad_norm: 4.0477 2021-01-29 18:57:19,127 - mmaction - INFO - Epoch [30][2460/3757] lr: 1.000e-02, eta: 1 day, 13:41:24, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.7343 2021-01-29 18:57:25,548 - mmaction - INFO - Epoch [30][2480/3757] lr: 1.000e-02, eta: 1 day, 13:41:04, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7391, loss_cls: 2.1985, loss: 2.1985, grad_norm: 3.7852 2021-01-29 18:57:31,636 - mmaction - INFO - Epoch [30][2500/3757] lr: 1.000e-02, eta: 1 day, 13:40:44, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1106, loss: 2.1106, grad_norm: 3.7169 2021-01-29 18:57:37,918 - mmaction - INFO - Epoch [30][2520/3757] lr: 1.000e-02, eta: 1 day, 13:40:24, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.0502, loss: 2.0502, grad_norm: 3.7760 2021-01-29 18:57:43,786 - mmaction - INFO - Epoch [30][2540/3757] lr: 1.000e-02, eta: 1 day, 13:40:04, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7289, loss_cls: 2.2576, loss: 2.2576, grad_norm: 3.8592 2021-01-29 18:57:50,606 - mmaction - INFO - Epoch [30][2560/3757] lr: 1.000e-02, eta: 1 day, 13:39:45, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7398, loss_cls: 2.1258, loss: 2.1258, grad_norm: 3.7619 2021-01-29 18:57:56,605 - mmaction - INFO - Epoch [30][2580/3757] lr: 1.000e-02, eta: 1 day, 13:39:25, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7164, loss_cls: 2.2546, loss: 2.2546, grad_norm: 3.8012 2021-01-29 18:58:03,076 - mmaction - INFO - Epoch [30][2600/3757] lr: 1.000e-02, eta: 1 day, 13:39:06, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7273, loss_cls: 2.1610, loss: 2.1610, grad_norm: 3.7888 2021-01-29 18:58:08,841 - mmaction - INFO - Epoch [30][2620/3757] lr: 1.000e-02, eta: 1 day, 13:38:45, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.1385, loss: 2.1385, grad_norm: 3.8686 2021-01-29 18:58:15,616 - mmaction - INFO - Epoch [30][2640/3757] lr: 1.000e-02, eta: 1 day, 13:38:26, time: 0.339, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7383, loss_cls: 2.2285, loss: 2.2285, grad_norm: 3.8633 2021-01-29 18:58:22,101 - mmaction - INFO - Epoch [30][2660/3757] lr: 1.000e-02, eta: 1 day, 13:38:07, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7336, loss_cls: 2.1998, loss: 2.1998, grad_norm: 3.8418 2021-01-29 18:58:28,032 - mmaction - INFO - Epoch [30][2680/3757] lr: 1.000e-02, eta: 1 day, 13:37:46, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7391, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.8777 2021-01-29 18:58:34,286 - mmaction - INFO - Epoch [30][2700/3757] lr: 1.000e-02, eta: 1 day, 13:37:27, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.1560, loss: 2.1560, grad_norm: 3.9270 2021-01-29 18:58:40,286 - mmaction - INFO - Epoch [30][2720/3757] lr: 1.000e-02, eta: 1 day, 13:37:06, time: 0.300, data_time: 0.003, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7141, loss_cls: 2.2146, loss: 2.2146, grad_norm: 3.8423 2021-01-29 18:58:46,771 - mmaction - INFO - Epoch [30][2740/3757] lr: 1.000e-02, eta: 1 day, 13:36:47, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.4680, top5_acc: 0.7242, loss_cls: 2.2666, loss: 2.2666, grad_norm: 3.8624 2021-01-29 18:58:52,909 - mmaction - INFO - Epoch [30][2760/3757] lr: 1.000e-02, eta: 1 day, 13:36:27, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7195, loss_cls: 2.2764, loss: 2.2764, grad_norm: 3.8456 2021-01-29 18:58:58,759 - mmaction - INFO - Epoch [30][2780/3757] lr: 1.000e-02, eta: 1 day, 13:36:07, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7258, loss_cls: 2.2796, loss: 2.2796, grad_norm: 3.7802 2021-01-29 18:59:04,785 - mmaction - INFO - Epoch [30][2800/3757] lr: 1.000e-02, eta: 1 day, 13:35:46, time: 0.302, data_time: 0.004, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.2270, loss: 2.2270, grad_norm: 3.7926 2021-01-29 18:59:11,137 - mmaction - INFO - Epoch [30][2820/3757] lr: 1.000e-02, eta: 1 day, 13:35:27, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.1722, loss: 2.1722, grad_norm: 3.8584 2021-01-29 18:59:16,833 - mmaction - INFO - Epoch [30][2840/3757] lr: 1.000e-02, eta: 1 day, 13:35:06, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5297, top5_acc: 0.7523, loss_cls: 2.0780, loss: 2.0780, grad_norm: 3.7015 2021-01-29 18:59:22,822 - mmaction - INFO - Epoch [30][2860/3757] lr: 1.000e-02, eta: 1 day, 13:34:46, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.2148, loss: 2.2148, grad_norm: 3.8028 2021-01-29 18:59:29,090 - mmaction - INFO - Epoch [30][2880/3757] lr: 1.000e-02, eta: 1 day, 13:34:26, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7242, loss_cls: 2.2686, loss: 2.2686, grad_norm: 3.8414 2021-01-29 18:59:35,299 - mmaction - INFO - Epoch [30][2900/3757] lr: 1.000e-02, eta: 1 day, 13:34:06, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.2006, loss: 2.2006, grad_norm: 3.7407 2021-01-29 18:59:41,504 - mmaction - INFO - Epoch [30][2920/3757] lr: 1.000e-02, eta: 1 day, 13:33:46, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7336, loss_cls: 2.1712, loss: 2.1712, grad_norm: 3.9706 2021-01-29 18:59:47,299 - mmaction - INFO - Epoch [30][2940/3757] lr: 1.000e-02, eta: 1 day, 13:33:26, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7031, loss_cls: 2.3086, loss: 2.3086, grad_norm: 3.6758 2021-01-29 18:59:53,731 - mmaction - INFO - Epoch [30][2960/3757] lr: 1.000e-02, eta: 1 day, 13:33:06, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7328, loss_cls: 2.1957, loss: 2.1957, grad_norm: 3.8299 2021-01-29 18:59:59,845 - mmaction - INFO - Epoch [30][2980/3757] lr: 1.000e-02, eta: 1 day, 13:32:46, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7250, loss_cls: 2.2705, loss: 2.2705, grad_norm: 3.7646 2021-01-29 19:00:06,216 - mmaction - INFO - Epoch [30][3000/3757] lr: 1.000e-02, eta: 1 day, 13:32:27, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7570, loss_cls: 2.1229, loss: 2.1229, grad_norm: 3.7820 2021-01-29 19:00:12,189 - mmaction - INFO - Epoch [30][3020/3757] lr: 1.000e-02, eta: 1 day, 13:32:07, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2418, loss: 2.2418, grad_norm: 3.8376 2021-01-29 19:00:18,552 - mmaction - INFO - Epoch [30][3040/3757] lr: 1.000e-02, eta: 1 day, 13:31:47, time: 0.318, data_time: 0.004, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2631, loss: 2.2631, grad_norm: 3.7066 2021-01-29 19:00:24,753 - mmaction - INFO - Epoch [30][3060/3757] lr: 1.000e-02, eta: 1 day, 13:31:27, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7375, loss_cls: 2.1646, loss: 2.1646, grad_norm: 3.7296 2021-01-29 19:00:30,686 - mmaction - INFO - Epoch [30][3080/3757] lr: 1.000e-02, eta: 1 day, 13:31:07, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1682, loss: 2.1682, grad_norm: 3.7345 2021-01-29 19:00:37,215 - mmaction - INFO - Epoch [30][3100/3757] lr: 1.000e-02, eta: 1 day, 13:30:48, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7477, loss_cls: 2.2046, loss: 2.2046, grad_norm: 3.8721 2021-01-29 19:00:43,065 - mmaction - INFO - Epoch [30][3120/3757] lr: 1.000e-02, eta: 1 day, 13:30:27, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7352, loss_cls: 2.1676, loss: 2.1676, grad_norm: 3.7104 2021-01-29 19:00:49,744 - mmaction - INFO - Epoch [30][3140/3757] lr: 1.000e-02, eta: 1 day, 13:30:09, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7375, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.7231 2021-01-29 19:00:55,684 - mmaction - INFO - Epoch [30][3160/3757] lr: 1.000e-02, eta: 1 day, 13:29:48, time: 0.297, data_time: 0.006, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.1467, loss: 2.1467, grad_norm: 3.7908 2021-01-29 19:01:01,715 - mmaction - INFO - Epoch [30][3180/3757] lr: 1.000e-02, eta: 1 day, 13:29:28, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1276, loss: 2.1276, grad_norm: 3.7421 2021-01-29 19:01:08,317 - mmaction - INFO - Epoch [30][3200/3757] lr: 1.000e-02, eta: 1 day, 13:29:10, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7172, loss_cls: 2.2952, loss: 2.2952, grad_norm: 3.9386 2021-01-29 19:01:14,733 - mmaction - INFO - Epoch [30][3220/3757] lr: 1.000e-02, eta: 1 day, 13:28:50, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.2170, loss: 2.2170, grad_norm: 3.7375 2021-01-29 19:01:20,381 - mmaction - INFO - Epoch [30][3240/3757] lr: 1.000e-02, eta: 1 day, 13:28:29, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7172, loss_cls: 2.2636, loss: 2.2636, grad_norm: 3.8417 2021-01-29 19:01:26,506 - mmaction - INFO - Epoch [30][3260/3757] lr: 1.000e-02, eta: 1 day, 13:28:09, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.7200 2021-01-29 19:01:33,799 - mmaction - INFO - Epoch [30][3280/3757] lr: 1.000e-02, eta: 1 day, 13:27:52, time: 0.365, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7227, loss_cls: 2.2610, loss: 2.2610, grad_norm: 3.7083 2021-01-29 19:01:40,002 - mmaction - INFO - Epoch [30][3300/3757] lr: 1.000e-02, eta: 1 day, 13:27:32, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.2034, loss: 2.2034, grad_norm: 3.7394 2021-01-29 19:01:45,988 - mmaction - INFO - Epoch [30][3320/3757] lr: 1.000e-02, eta: 1 day, 13:27:12, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.9296 2021-01-29 19:01:52,502 - mmaction - INFO - Epoch [30][3340/3757] lr: 1.000e-02, eta: 1 day, 13:26:53, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7508, loss_cls: 2.1557, loss: 2.1557, grad_norm: 3.7177 2021-01-29 19:01:58,763 - mmaction - INFO - Epoch [30][3360/3757] lr: 1.000e-02, eta: 1 day, 13:26:34, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7344, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.9671 2021-01-29 19:02:04,985 - mmaction - INFO - Epoch [30][3380/3757] lr: 1.000e-02, eta: 1 day, 13:26:14, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.0988, loss: 2.0988, grad_norm: 3.7404 2021-01-29 19:02:10,886 - mmaction - INFO - Epoch [30][3400/3757] lr: 1.000e-02, eta: 1 day, 13:25:54, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7266, loss_cls: 2.2085, loss: 2.2085, grad_norm: 3.8689 2021-01-29 19:02:17,316 - mmaction - INFO - Epoch [30][3420/3757] lr: 1.000e-02, eta: 1 day, 13:25:35, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2257, loss: 2.2257, grad_norm: 3.8465 2021-01-29 19:02:23,320 - mmaction - INFO - Epoch [30][3440/3757] lr: 1.000e-02, eta: 1 day, 13:25:14, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7281, loss_cls: 2.1775, loss: 2.1775, grad_norm: 3.6820 2021-01-29 19:02:29,432 - mmaction - INFO - Epoch [30][3460/3757] lr: 1.000e-02, eta: 1 day, 13:24:55, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7141, loss_cls: 2.3131, loss: 2.3131, grad_norm: 3.8567 2021-01-29 19:02:35,768 - mmaction - INFO - Epoch [30][3480/3757] lr: 1.000e-02, eta: 1 day, 13:24:35, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7234, loss_cls: 2.2476, loss: 2.2476, grad_norm: 3.9748 2021-01-29 19:02:41,911 - mmaction - INFO - Epoch [30][3500/3757] lr: 1.000e-02, eta: 1 day, 13:24:15, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7500, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.7292 2021-01-29 19:02:47,691 - mmaction - INFO - Epoch [30][3520/3757] lr: 1.000e-02, eta: 1 day, 13:23:55, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.3059, loss: 2.3059, grad_norm: 3.8331 2021-01-29 19:02:54,378 - mmaction - INFO - Epoch [30][3540/3757] lr: 1.000e-02, eta: 1 day, 13:23:36, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2656, loss: 2.2656, grad_norm: 3.9405 2021-01-29 19:03:00,456 - mmaction - INFO - Epoch [30][3560/3757] lr: 1.000e-02, eta: 1 day, 13:23:16, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1172, loss: 2.1172, grad_norm: 3.7641 2021-01-29 19:03:07,630 - mmaction - INFO - Epoch [30][3580/3757] lr: 1.000e-02, eta: 1 day, 13:22:59, time: 0.358, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7344, loss_cls: 2.1835, loss: 2.1835, grad_norm: 3.9061 2021-01-29 19:03:13,796 - mmaction - INFO - Epoch [30][3600/3757] lr: 1.000e-02, eta: 1 day, 13:22:39, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.2119, loss: 2.2119, grad_norm: 3.7593 2021-01-29 19:03:19,513 - mmaction - INFO - Epoch [30][3620/3757] lr: 1.000e-02, eta: 1 day, 13:22:18, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7266, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.6430 2021-01-29 19:03:25,388 - mmaction - INFO - Epoch [30][3640/3757] lr: 1.000e-02, eta: 1 day, 13:21:58, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2186, loss: 2.2186, grad_norm: 3.7820 2021-01-29 19:03:31,787 - mmaction - INFO - Epoch [30][3660/3757] lr: 1.000e-02, eta: 1 day, 13:21:39, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.2034, loss: 2.2034, grad_norm: 3.7718 2021-01-29 19:03:37,778 - mmaction - INFO - Epoch [30][3680/3757] lr: 1.000e-02, eta: 1 day, 13:21:19, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.2353, loss: 2.2353, grad_norm: 3.7923 2021-01-29 19:03:43,311 - mmaction - INFO - Epoch [30][3700/3757] lr: 1.000e-02, eta: 1 day, 13:20:58, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7336, loss_cls: 2.2135, loss: 2.2135, grad_norm: 3.7062 2021-01-29 19:03:49,510 - mmaction - INFO - Epoch [30][3720/3757] lr: 1.000e-02, eta: 1 day, 13:20:38, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.2077, loss: 2.2077, grad_norm: 3.8212 2021-01-29 19:03:55,613 - mmaction - INFO - Epoch [30][3740/3757] lr: 1.000e-02, eta: 1 day, 13:20:18, time: 0.305, data_time: 0.004, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7070, loss_cls: 2.2793, loss: 2.2793, grad_norm: 3.8326 2021-01-29 19:04:22,718 - mmaction - INFO - Saving checkpoint at 30 epochs 2021-01-29 19:18:31,358 - mmaction - INFO - Epoch [31][20/3757] lr: 1.000e-02, eta: 1 day, 13:52:12, time: 42.371, data_time: 41.829, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2395, loss: 2.2395, grad_norm: 4.1603 2021-01-29 19:18:35,522 - mmaction - INFO - Epoch [31][40/3757] lr: 1.000e-02, eta: 1 day, 13:51:49, time: 0.248, data_time: 0.042, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1590, loss: 2.1590, grad_norm: 3.7193 2021-01-29 19:18:39,607 - mmaction - INFO - Epoch [31][60/3757] lr: 1.000e-02, eta: 1 day, 13:51:24, time: 0.204, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7414, loss_cls: 2.1268, loss: 2.1268, grad_norm: 3.7219 2021-01-29 19:18:43,837 - mmaction - INFO - Epoch [31][80/3757] lr: 1.000e-02, eta: 1 day, 13:50:59, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7359, loss_cls: 2.2028, loss: 2.2028, grad_norm: 3.7925 2021-01-29 19:18:47,997 - mmaction - INFO - Epoch [31][100/3757] lr: 1.000e-02, eta: 1 day, 13:50:34, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.1616, loss: 2.1616, grad_norm: 3.7685 2021-01-29 19:18:52,323 - mmaction - INFO - Epoch [31][120/3757] lr: 1.000e-02, eta: 1 day, 13:50:10, time: 0.216, data_time: 0.003, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7430, loss_cls: 2.1144, loss: 2.1144, grad_norm: 3.7352 2021-01-29 19:18:56,436 - mmaction - INFO - Epoch [31][140/3757] lr: 1.000e-02, eta: 1 day, 13:49:45, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.2180, loss: 2.2180, grad_norm: 3.7109 2021-01-29 19:19:00,721 - mmaction - INFO - Epoch [31][160/3757] lr: 1.000e-02, eta: 1 day, 13:49:20, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7352, loss_cls: 2.1488, loss: 2.1488, grad_norm: 3.8518 2021-01-29 19:19:04,849 - mmaction - INFO - Epoch [31][180/3757] lr: 1.000e-02, eta: 1 day, 13:48:56, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7398, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.8158 2021-01-29 19:19:08,963 - mmaction - INFO - Epoch [31][200/3757] lr: 1.000e-02, eta: 1 day, 13:48:31, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7352, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.8268 2021-01-29 19:19:13,203 - mmaction - INFO - Epoch [31][220/3757] lr: 1.000e-02, eta: 1 day, 13:48:06, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7281, loss_cls: 2.1240, loss: 2.1240, grad_norm: 3.7388 2021-01-29 19:19:17,315 - mmaction - INFO - Epoch [31][240/3757] lr: 1.000e-02, eta: 1 day, 13:47:41, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7141, loss_cls: 2.2911, loss: 2.2911, grad_norm: 3.8844 2021-01-29 19:19:21,584 - mmaction - INFO - Epoch [31][260/3757] lr: 1.000e-02, eta: 1 day, 13:47:17, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.2065, loss: 2.2065, grad_norm: 3.7229 2021-01-29 19:19:25,731 - mmaction - INFO - Epoch [31][280/3757] lr: 1.000e-02, eta: 1 day, 13:46:52, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.0783, loss: 2.0783, grad_norm: 3.8586 2021-01-29 19:19:29,869 - mmaction - INFO - Epoch [31][300/3757] lr: 1.000e-02, eta: 1 day, 13:46:27, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.1381, loss: 2.1381, grad_norm: 3.9082 2021-01-29 19:19:34,168 - mmaction - INFO - Epoch [31][320/3757] lr: 1.000e-02, eta: 1 day, 13:46:03, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1582, loss: 2.1582, grad_norm: 3.8867 2021-01-29 19:19:38,411 - mmaction - INFO - Epoch [31][340/3757] lr: 1.000e-02, eta: 1 day, 13:45:38, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.1413, loss: 2.1413, grad_norm: 3.8202 2021-01-29 19:19:42,740 - mmaction - INFO - Epoch [31][360/3757] lr: 1.000e-02, eta: 1 day, 13:45:14, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1099, loss: 2.1099, grad_norm: 3.8514 2021-01-29 19:19:46,999 - mmaction - INFO - Epoch [31][380/3757] lr: 1.000e-02, eta: 1 day, 13:44:49, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7547, loss_cls: 2.0578, loss: 2.0578, grad_norm: 3.7566 2021-01-29 19:19:51,308 - mmaction - INFO - Epoch [31][400/3757] lr: 1.000e-02, eta: 1 day, 13:44:25, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.1840, loss: 2.1840, grad_norm: 3.8707 2021-01-29 19:19:55,773 - mmaction - INFO - Epoch [31][420/3757] lr: 1.000e-02, eta: 1 day, 13:44:01, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7570, loss_cls: 2.1385, loss: 2.1385, grad_norm: 3.9653 2021-01-29 19:20:00,112 - mmaction - INFO - Epoch [31][440/3757] lr: 1.000e-02, eta: 1 day, 13:43:37, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1092, loss: 2.1092, grad_norm: 3.7110 2021-01-29 19:20:04,788 - mmaction - INFO - Epoch [31][460/3757] lr: 1.000e-02, eta: 1 day, 13:43:13, time: 0.233, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7375, loss_cls: 2.1312, loss: 2.1312, grad_norm: 3.8356 2021-01-29 19:20:09,379 - mmaction - INFO - Epoch [31][480/3757] lr: 1.000e-02, eta: 1 day, 13:42:49, time: 0.230, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7273, loss_cls: 2.1335, loss: 2.1335, grad_norm: 3.9227 2021-01-29 19:20:13,918 - mmaction - INFO - Epoch [31][500/3757] lr: 1.000e-02, eta: 1 day, 13:42:26, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7125, loss_cls: 2.2663, loss: 2.2663, grad_norm: 3.7959 2021-01-29 19:20:18,490 - mmaction - INFO - Epoch [31][520/3757] lr: 1.000e-02, eta: 1 day, 13:42:02, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2324, loss: 2.2324, grad_norm: 3.9282 2021-01-29 19:20:23,539 - mmaction - INFO - Epoch [31][540/3757] lr: 1.000e-02, eta: 1 day, 13:41:39, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7414, loss_cls: 2.1551, loss: 2.1551, grad_norm: 3.8726 2021-01-29 19:20:28,276 - mmaction - INFO - Epoch [31][560/3757] lr: 1.000e-02, eta: 1 day, 13:41:16, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.1358, loss: 2.1358, grad_norm: 3.8231 2021-01-29 19:20:33,888 - mmaction - INFO - Epoch [31][580/3757] lr: 1.000e-02, eta: 1 day, 13:40:55, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7375, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.8427 2021-01-29 19:20:38,937 - mmaction - INFO - Epoch [31][600/3757] lr: 1.000e-02, eta: 1 day, 13:40:32, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7406, loss_cls: 2.2123, loss: 2.2123, grad_norm: 3.7717 2021-01-29 19:20:43,981 - mmaction - INFO - Epoch [31][620/3757] lr: 1.000e-02, eta: 1 day, 13:40:10, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7602, loss_cls: 2.0755, loss: 2.0755, grad_norm: 3.8011 2021-01-29 19:20:49,605 - mmaction - INFO - Epoch [31][640/3757] lr: 1.000e-02, eta: 1 day, 13:39:48, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.2150, loss: 2.2150, grad_norm: 3.7851 2021-01-29 19:20:54,414 - mmaction - INFO - Epoch [31][660/3757] lr: 1.000e-02, eta: 1 day, 13:39:25, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.2375, loss: 2.2375, grad_norm: 3.8680 2021-01-29 19:20:59,980 - mmaction - INFO - Epoch [31][680/3757] lr: 1.000e-02, eta: 1 day, 13:39:04, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1678, loss: 2.1678, grad_norm: 3.7105 2021-01-29 19:21:04,980 - mmaction - INFO - Epoch [31][700/3757] lr: 1.000e-02, eta: 1 day, 13:38:41, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.5289, top5_acc: 0.7617, loss_cls: 2.0085, loss: 2.0085, grad_norm: 3.7470 2021-01-29 19:21:10,307 - mmaction - INFO - Epoch [31][720/3757] lr: 1.000e-02, eta: 1 day, 13:38:19, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7570, loss_cls: 2.0645, loss: 2.0645, grad_norm: 3.8953 2021-01-29 19:21:15,982 - mmaction - INFO - Epoch [31][740/3757] lr: 1.000e-02, eta: 1 day, 13:37:58, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1687, loss: 2.1687, grad_norm: 3.9107 2021-01-29 19:21:21,677 - mmaction - INFO - Epoch [31][760/3757] lr: 1.000e-02, eta: 1 day, 13:37:37, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7570, loss_cls: 2.0904, loss: 2.0904, grad_norm: 3.7198 2021-01-29 19:21:27,441 - mmaction - INFO - Epoch [31][780/3757] lr: 1.000e-02, eta: 1 day, 13:37:16, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.0760, loss: 2.0760, grad_norm: 3.9790 2021-01-29 19:21:32,770 - mmaction - INFO - Epoch [31][800/3757] lr: 1.000e-02, eta: 1 day, 13:36:54, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7289, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.7984 2021-01-29 19:21:38,128 - mmaction - INFO - Epoch [31][820/3757] lr: 1.000e-02, eta: 1 day, 13:36:32, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7617, loss_cls: 2.0838, loss: 2.0838, grad_norm: 3.8060 2021-01-29 19:21:44,118 - mmaction - INFO - Epoch [31][840/3757] lr: 1.000e-02, eta: 1 day, 13:36:12, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7336, loss_cls: 2.2663, loss: 2.2663, grad_norm: 3.8592 2021-01-29 19:21:49,383 - mmaction - INFO - Epoch [31][860/3757] lr: 1.000e-02, eta: 1 day, 13:35:50, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.1675, loss: 2.1675, grad_norm: 3.8218 2021-01-29 19:21:54,569 - mmaction - INFO - Epoch [31][880/3757] lr: 1.000e-02, eta: 1 day, 13:35:28, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.2010, loss: 2.2010, grad_norm: 3.8246 2021-01-29 19:22:00,351 - mmaction - INFO - Epoch [31][900/3757] lr: 1.000e-02, eta: 1 day, 13:35:07, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.0699, loss: 2.0699, grad_norm: 3.8048 2021-01-29 19:22:06,597 - mmaction - INFO - Epoch [31][920/3757] lr: 1.000e-02, eta: 1 day, 13:34:47, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.1024, loss: 2.1024, grad_norm: 3.7982 2021-01-29 19:22:12,553 - mmaction - INFO - Epoch [31][940/3757] lr: 1.000e-02, eta: 1 day, 13:34:27, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.2006, loss: 2.2006, grad_norm: 3.8702 2021-01-29 19:22:18,002 - mmaction - INFO - Epoch [31][960/3757] lr: 1.000e-02, eta: 1 day, 13:34:05, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7375, loss_cls: 2.1895, loss: 2.1895, grad_norm: 3.8452 2021-01-29 19:22:23,309 - mmaction - INFO - Epoch [31][980/3757] lr: 1.000e-02, eta: 1 day, 13:33:44, time: 0.266, data_time: 0.004, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1326, loss: 2.1326, grad_norm: 3.7873 2021-01-29 19:22:29,073 - mmaction - INFO - Epoch [31][1000/3757] lr: 1.000e-02, eta: 1 day, 13:33:23, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7453, loss_cls: 2.0967, loss: 2.0967, grad_norm: 3.8501 2021-01-29 19:22:34,460 - mmaction - INFO - Epoch [31][1020/3757] lr: 1.000e-02, eta: 1 day, 13:33:01, time: 0.269, data_time: 0.003, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2033, loss: 2.2033, grad_norm: 3.9252 2021-01-29 19:22:41,018 - mmaction - INFO - Epoch [31][1040/3757] lr: 1.000e-02, eta: 1 day, 13:32:42, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1784, loss: 2.1784, grad_norm: 3.9070 2021-01-29 19:22:46,336 - mmaction - INFO - Epoch [31][1060/3757] lr: 1.000e-02, eta: 1 day, 13:32:20, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.1844, loss: 2.1844, grad_norm: 3.7799 2021-01-29 19:22:52,248 - mmaction - INFO - Epoch [31][1080/3757] lr: 1.000e-02, eta: 1 day, 13:32:00, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7297, loss_cls: 2.2003, loss: 2.2003, grad_norm: 3.9610 2021-01-29 19:22:58,283 - mmaction - INFO - Epoch [31][1100/3757] lr: 1.000e-02, eta: 1 day, 13:31:40, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1885, loss: 2.1885, grad_norm: 3.8175 2021-01-29 19:23:03,319 - mmaction - INFO - Epoch [31][1120/3757] lr: 1.000e-02, eta: 1 day, 13:31:17, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4578, top5_acc: 0.7180, loss_cls: 2.2907, loss: 2.2907, grad_norm: 3.9099 2021-01-29 19:23:09,621 - mmaction - INFO - Epoch [31][1140/3757] lr: 1.000e-02, eta: 1 day, 13:30:58, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7500, loss_cls: 2.1353, loss: 2.1353, grad_norm: 3.8902 2021-01-29 19:23:15,559 - mmaction - INFO - Epoch [31][1160/3757] lr: 1.000e-02, eta: 1 day, 13:30:37, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7500, loss_cls: 2.1336, loss: 2.1336, grad_norm: 3.6851 2021-01-29 19:23:21,494 - mmaction - INFO - Epoch [31][1180/3757] lr: 1.000e-02, eta: 1 day, 13:30:17, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7141, loss_cls: 2.2801, loss: 2.2801, grad_norm: 3.8087 2021-01-29 19:23:26,907 - mmaction - INFO - Epoch [31][1200/3757] lr: 1.000e-02, eta: 1 day, 13:29:55, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.1227, loss: 2.1227, grad_norm: 3.9409 2021-01-29 19:23:32,451 - mmaction - INFO - Epoch [31][1220/3757] lr: 1.000e-02, eta: 1 day, 13:29:34, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7273, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.9534 2021-01-29 19:23:38,126 - mmaction - INFO - Epoch [31][1240/3757] lr: 1.000e-02, eta: 1 day, 13:29:13, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.7983 2021-01-29 19:23:43,869 - mmaction - INFO - Epoch [31][1260/3757] lr: 1.000e-02, eta: 1 day, 13:28:52, time: 0.287, data_time: 0.011, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1303, loss: 2.1303, grad_norm: 3.8048 2021-01-29 19:23:49,815 - mmaction - INFO - Epoch [31][1280/3757] lr: 1.000e-02, eta: 1 day, 13:28:32, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7477, loss_cls: 2.1279, loss: 2.1279, grad_norm: 3.8646 2021-01-29 19:23:55,878 - mmaction - INFO - Epoch [31][1300/3757] lr: 1.000e-02, eta: 1 day, 13:28:12, time: 0.303, data_time: 0.009, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7586, loss_cls: 2.0548, loss: 2.0548, grad_norm: 3.8795 2021-01-29 19:24:01,588 - mmaction - INFO - Epoch [31][1320/3757] lr: 1.000e-02, eta: 1 day, 13:27:51, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5375, top5_acc: 0.7641, loss_cls: 2.0618, loss: 2.0618, grad_norm: 3.8255 2021-01-29 19:24:07,239 - mmaction - INFO - Epoch [31][1340/3757] lr: 1.000e-02, eta: 1 day, 13:27:30, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7570, loss_cls: 2.1142, loss: 2.1142, grad_norm: 3.8708 2021-01-29 19:24:13,563 - mmaction - INFO - Epoch [31][1360/3757] lr: 1.000e-02, eta: 1 day, 13:27:10, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7289, loss_cls: 2.1559, loss: 2.1559, grad_norm: 3.6497 2021-01-29 19:24:18,872 - mmaction - INFO - Epoch [31][1380/3757] lr: 1.000e-02, eta: 1 day, 13:26:49, time: 0.266, data_time: 0.003, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7172, loss_cls: 2.2575, loss: 2.2575, grad_norm: 3.8034 2021-01-29 19:24:25,075 - mmaction - INFO - Epoch [31][1400/3757] lr: 1.000e-02, eta: 1 day, 13:26:29, time: 0.311, data_time: 0.004, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7461, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.7931 2021-01-29 19:24:30,628 - mmaction - INFO - Epoch [31][1420/3757] lr: 1.000e-02, eta: 1 day, 13:26:08, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7328, loss_cls: 2.2310, loss: 2.2310, grad_norm: 4.3555 2021-01-29 19:24:36,385 - mmaction - INFO - Epoch [31][1440/3757] lr: 1.000e-02, eta: 1 day, 13:25:47, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7695, loss_cls: 2.0218, loss: 2.0218, grad_norm: 3.7983 2021-01-29 19:24:43,374 - mmaction - INFO - Epoch [31][1460/3757] lr: 1.000e-02, eta: 1 day, 13:25:29, time: 0.349, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.1590, loss: 2.1590, grad_norm: 3.8079 2021-01-29 19:24:49,488 - mmaction - INFO - Epoch [31][1480/3757] lr: 1.000e-02, eta: 1 day, 13:25:09, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7203, loss_cls: 2.2931, loss: 2.2931, grad_norm: 3.9304 2021-01-29 19:24:55,558 - mmaction - INFO - Epoch [31][1500/3757] lr: 1.000e-02, eta: 1 day, 13:24:49, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7375, loss_cls: 2.1430, loss: 2.1430, grad_norm: 3.7247 2021-01-29 19:25:01,066 - mmaction - INFO - Epoch [31][1520/3757] lr: 1.000e-02, eta: 1 day, 13:24:28, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1521, loss: 2.1521, grad_norm: 3.8154 2021-01-29 19:25:07,522 - mmaction - INFO - Epoch [31][1540/3757] lr: 1.000e-02, eta: 1 day, 13:24:09, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7422, loss_cls: 2.0705, loss: 2.0705, grad_norm: 3.9198 2021-01-29 19:25:13,089 - mmaction - INFO - Epoch [31][1560/3757] lr: 1.000e-02, eta: 1 day, 13:23:48, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1088, loss: 2.1088, grad_norm: 3.7986 2021-01-29 19:25:19,092 - mmaction - INFO - Epoch [31][1580/3757] lr: 1.000e-02, eta: 1 day, 13:23:28, time: 0.300, data_time: 0.006, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7328, loss_cls: 2.1933, loss: 2.1933, grad_norm: 3.8318 2021-01-29 19:25:25,009 - mmaction - INFO - Epoch [31][1600/3757] lr: 1.000e-02, eta: 1 day, 13:23:07, time: 0.295, data_time: 0.000, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.7835 2021-01-29 19:25:30,585 - mmaction - INFO - Epoch [31][1620/3757] lr: 1.000e-02, eta: 1 day, 13:22:46, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7164, loss_cls: 2.2800, loss: 2.2800, grad_norm: 3.8531 2021-01-29 19:25:36,983 - mmaction - INFO - Epoch [31][1640/3757] lr: 1.000e-02, eta: 1 day, 13:22:27, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2129, loss: 2.2129, grad_norm: 3.8237 2021-01-29 19:25:42,359 - mmaction - INFO - Epoch [31][1660/3757] lr: 1.000e-02, eta: 1 day, 13:22:05, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.1544, loss: 2.1544, grad_norm: 3.8576 2021-01-29 19:25:48,791 - mmaction - INFO - Epoch [31][1680/3757] lr: 1.000e-02, eta: 1 day, 13:21:46, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7383, loss_cls: 2.1445, loss: 2.1445, grad_norm: 3.9095 2021-01-29 19:25:54,795 - mmaction - INFO - Epoch [31][1700/3757] lr: 1.000e-02, eta: 1 day, 13:21:26, time: 0.300, data_time: 0.005, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7516, loss_cls: 2.0725, loss: 2.0725, grad_norm: 3.7340 2021-01-29 19:26:01,266 - mmaction - INFO - Epoch [31][1720/3757] lr: 1.000e-02, eta: 1 day, 13:21:07, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.2124, loss: 2.2124, grad_norm: 4.0150 2021-01-29 19:26:06,807 - mmaction - INFO - Epoch [31][1740/3757] lr: 1.000e-02, eta: 1 day, 13:20:46, time: 0.277, data_time: 0.004, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.2413, loss: 2.2413, grad_norm: 3.7573 2021-01-29 19:26:13,183 - mmaction - INFO - Epoch [31][1760/3757] lr: 1.000e-02, eta: 1 day, 13:20:27, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7102, loss_cls: 2.3330, loss: 2.3330, grad_norm: 3.8829 2021-01-29 19:26:19,096 - mmaction - INFO - Epoch [31][1780/3757] lr: 1.000e-02, eta: 1 day, 13:20:07, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1973, loss: 2.1973, grad_norm: 3.5889 2021-01-29 19:26:24,655 - mmaction - INFO - Epoch [31][1800/3757] lr: 1.000e-02, eta: 1 day, 13:19:45, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7648, loss_cls: 2.0497, loss: 2.0497, grad_norm: 3.7628 2021-01-29 19:26:30,060 - mmaction - INFO - Epoch [31][1820/3757] lr: 1.000e-02, eta: 1 day, 13:19:24, time: 0.271, data_time: 0.003, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.2301, loss: 2.2301, grad_norm: 3.8518 2021-01-29 19:26:36,323 - mmaction - INFO - Epoch [31][1840/3757] lr: 1.000e-02, eta: 1 day, 13:19:05, time: 0.313, data_time: 0.000, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.1256, loss: 2.1256, grad_norm: 3.8248 2021-01-29 19:26:42,597 - mmaction - INFO - Epoch [31][1860/3757] lr: 1.000e-02, eta: 1 day, 13:18:45, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7625, loss_cls: 2.1337, loss: 2.1337, grad_norm: 3.7487 2021-01-29 19:26:48,524 - mmaction - INFO - Epoch [31][1880/3757] lr: 1.000e-02, eta: 1 day, 13:18:25, time: 0.296, data_time: 0.019, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7461, loss_cls: 2.1139, loss: 2.1139, grad_norm: 3.7062 2021-01-29 19:26:54,287 - mmaction - INFO - Epoch [31][1900/3757] lr: 1.000e-02, eta: 1 day, 13:18:04, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 1.9760, loss: 1.9760, grad_norm: 3.7409 2021-01-29 19:27:00,337 - mmaction - INFO - Epoch [31][1920/3757] lr: 1.000e-02, eta: 1 day, 13:17:44, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7266, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.8630 2021-01-29 19:27:06,116 - mmaction - INFO - Epoch [31][1940/3757] lr: 1.000e-02, eta: 1 day, 13:17:24, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.1464, loss: 2.1464, grad_norm: 3.8658 2021-01-29 19:27:12,134 - mmaction - INFO - Epoch [31][1960/3757] lr: 1.000e-02, eta: 1 day, 13:17:04, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.2204, loss: 2.2204, grad_norm: 3.7124 2021-01-29 19:27:17,692 - mmaction - INFO - Epoch [31][1980/3757] lr: 1.000e-02, eta: 1 day, 13:16:43, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7438, loss_cls: 2.1361, loss: 2.1361, grad_norm: 3.9347 2021-01-29 19:27:23,913 - mmaction - INFO - Epoch [31][2000/3757] lr: 1.000e-02, eta: 1 day, 13:16:23, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7328, loss_cls: 2.2018, loss: 2.2018, grad_norm: 3.7701 2021-01-29 19:27:29,606 - mmaction - INFO - Epoch [31][2020/3757] lr: 1.000e-02, eta: 1 day, 13:16:03, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7406, loss_cls: 2.1308, loss: 2.1308, grad_norm: 3.7369 2021-01-29 19:27:36,813 - mmaction - INFO - Epoch [31][2040/3757] lr: 1.000e-02, eta: 1 day, 13:15:45, time: 0.360, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1720, loss: 2.1720, grad_norm: 3.8264 2021-01-29 19:27:42,566 - mmaction - INFO - Epoch [31][2060/3757] lr: 1.000e-02, eta: 1 day, 13:15:25, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7336, loss_cls: 2.1707, loss: 2.1707, grad_norm: 3.7463 2021-01-29 19:27:48,728 - mmaction - INFO - Epoch [31][2080/3757] lr: 1.000e-02, eta: 1 day, 13:15:05, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.0952, loss: 2.0952, grad_norm: 3.8906 2021-01-29 19:27:54,588 - mmaction - INFO - Epoch [31][2100/3757] lr: 1.000e-02, eta: 1 day, 13:14:45, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1311, loss: 2.1311, grad_norm: 3.9220 2021-01-29 19:28:00,230 - mmaction - INFO - Epoch [31][2120/3757] lr: 1.000e-02, eta: 1 day, 13:14:24, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.0889, loss: 2.0889, grad_norm: 3.8577 2021-01-29 19:28:05,939 - mmaction - INFO - Epoch [31][2140/3757] lr: 1.000e-02, eta: 1 day, 13:14:03, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.2308, loss: 2.2308, grad_norm: 3.9455 2021-01-29 19:28:11,743 - mmaction - INFO - Epoch [31][2160/3757] lr: 1.000e-02, eta: 1 day, 13:13:43, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2301, loss: 2.2301, grad_norm: 3.8911 2021-01-29 19:28:17,875 - mmaction - INFO - Epoch [31][2180/3757] lr: 1.000e-02, eta: 1 day, 13:13:23, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2051, loss: 2.2051, grad_norm: 3.8685 2021-01-29 19:28:24,317 - mmaction - INFO - Epoch [31][2200/3757] lr: 1.000e-02, eta: 1 day, 13:13:04, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1787, loss: 2.1787, grad_norm: 3.7754 2021-01-29 19:28:30,943 - mmaction - INFO - Epoch [31][2220/3757] lr: 1.000e-02, eta: 1 day, 13:12:46, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.2477, loss: 2.2477, grad_norm: 3.7785 2021-01-29 19:28:36,525 - mmaction - INFO - Epoch [31][2240/3757] lr: 1.000e-02, eta: 1 day, 13:12:25, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.2901, loss: 2.2901, grad_norm: 3.8613 2021-01-29 19:28:42,070 - mmaction - INFO - Epoch [31][2260/3757] lr: 1.000e-02, eta: 1 day, 13:12:04, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.9110 2021-01-29 19:28:48,186 - mmaction - INFO - Epoch [31][2280/3757] lr: 1.000e-02, eta: 1 day, 13:11:44, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7289, loss_cls: 2.1509, loss: 2.1509, grad_norm: 3.7675 2021-01-29 19:28:53,350 - mmaction - INFO - Epoch [31][2300/3757] lr: 1.000e-02, eta: 1 day, 13:11:22, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.1437, loss: 2.1437, grad_norm: 3.8500 2021-01-29 19:28:59,760 - mmaction - INFO - Epoch [31][2320/3757] lr: 1.000e-02, eta: 1 day, 13:11:03, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7695, loss_cls: 2.0004, loss: 2.0004, grad_norm: 3.7532 2021-01-29 19:29:05,212 - mmaction - INFO - Epoch [31][2340/3757] lr: 1.000e-02, eta: 1 day, 13:10:42, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.1804, loss: 2.1804, grad_norm: 3.8312 2021-01-29 19:29:11,530 - mmaction - INFO - Epoch [31][2360/3757] lr: 1.000e-02, eta: 1 day, 13:10:23, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7328, loss_cls: 2.1987, loss: 2.1987, grad_norm: 3.8814 2021-01-29 19:29:17,180 - mmaction - INFO - Epoch [31][2380/3757] lr: 1.000e-02, eta: 1 day, 13:10:02, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7234, loss_cls: 2.1961, loss: 2.1961, grad_norm: 4.0346 2021-01-29 19:29:23,132 - mmaction - INFO - Epoch [31][2400/3757] lr: 1.000e-02, eta: 1 day, 13:09:42, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.1487, loss: 2.1487, grad_norm: 3.8536 2021-01-29 19:29:29,710 - mmaction - INFO - Epoch [31][2420/3757] lr: 1.000e-02, eta: 1 day, 13:09:23, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7172, loss_cls: 2.2629, loss: 2.2629, grad_norm: 4.0473 2021-01-29 19:29:35,294 - mmaction - INFO - Epoch [31][2440/3757] lr: 1.000e-02, eta: 1 day, 13:09:02, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7250, loss_cls: 2.2635, loss: 2.2635, grad_norm: 3.8463 2021-01-29 19:29:41,194 - mmaction - INFO - Epoch [31][2460/3757] lr: 1.000e-02, eta: 1 day, 13:08:42, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.1841, loss: 2.1841, grad_norm: 3.7270 2021-01-29 19:29:47,153 - mmaction - INFO - Epoch [31][2480/3757] lr: 1.000e-02, eta: 1 day, 13:08:22, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7172, loss_cls: 2.2649, loss: 2.2649, grad_norm: 3.8175 2021-01-29 19:29:53,315 - mmaction - INFO - Epoch [31][2500/3757] lr: 1.000e-02, eta: 1 day, 13:08:03, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7289, loss_cls: 2.1688, loss: 2.1688, grad_norm: 3.8362 2021-01-29 19:29:59,245 - mmaction - INFO - Epoch [31][2520/3757] lr: 1.000e-02, eta: 1 day, 13:07:43, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.1229, loss: 2.1229, grad_norm: 3.8539 2021-01-29 19:30:05,340 - mmaction - INFO - Epoch [31][2540/3757] lr: 1.000e-02, eta: 1 day, 13:07:23, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7227, loss_cls: 2.2670, loss: 2.2670, grad_norm: 3.9027 2021-01-29 19:30:12,239 - mmaction - INFO - Epoch [31][2560/3757] lr: 1.000e-02, eta: 1 day, 13:07:05, time: 0.345, data_time: 0.001, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7242, loss_cls: 2.2323, loss: 2.2323, grad_norm: 3.7251 2021-01-29 19:30:17,840 - mmaction - INFO - Epoch [31][2580/3757] lr: 1.000e-02, eta: 1 day, 13:06:44, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7500, loss_cls: 2.1477, loss: 2.1477, grad_norm: 3.8225 2021-01-29 19:30:23,269 - mmaction - INFO - Epoch [31][2600/3757] lr: 1.000e-02, eta: 1 day, 13:06:23, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7320, loss_cls: 2.2423, loss: 2.2423, grad_norm: 3.8605 2021-01-29 19:30:30,188 - mmaction - INFO - Epoch [31][2620/3757] lr: 1.000e-02, eta: 1 day, 13:06:05, time: 0.346, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7523, loss_cls: 2.1163, loss: 2.1163, grad_norm: 3.7941 2021-01-29 19:30:35,728 - mmaction - INFO - Epoch [31][2640/3757] lr: 1.000e-02, eta: 1 day, 13:05:44, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7422, loss_cls: 2.1576, loss: 2.1576, grad_norm: 3.7540 2021-01-29 19:30:41,239 - mmaction - INFO - Epoch [31][2660/3757] lr: 1.000e-02, eta: 1 day, 13:05:24, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.1396, loss: 2.1396, grad_norm: 3.8053 2021-01-29 19:30:46,714 - mmaction - INFO - Epoch [31][2680/3757] lr: 1.000e-02, eta: 1 day, 13:05:02, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.6950 2021-01-29 19:30:52,911 - mmaction - INFO - Epoch [31][2700/3757] lr: 1.000e-02, eta: 1 day, 13:04:43, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7430, loss_cls: 2.1629, loss: 2.1629, grad_norm: 3.8413 2021-01-29 19:30:59,150 - mmaction - INFO - Epoch [31][2720/3757] lr: 1.000e-02, eta: 1 day, 13:04:24, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7281, loss_cls: 2.2358, loss: 2.2358, grad_norm: 3.9320 2021-01-29 19:31:05,105 - mmaction - INFO - Epoch [31][2740/3757] lr: 1.000e-02, eta: 1 day, 13:04:04, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7367, loss_cls: 2.1672, loss: 2.1672, grad_norm: 3.7706 2021-01-29 19:31:10,342 - mmaction - INFO - Epoch [31][2760/3757] lr: 1.000e-02, eta: 1 day, 13:03:42, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4539, top5_acc: 0.7359, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.8891 2021-01-29 19:31:16,217 - mmaction - INFO - Epoch [31][2780/3757] lr: 1.000e-02, eta: 1 day, 13:03:22, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1238, loss: 2.1238, grad_norm: 4.0988 2021-01-29 19:31:21,869 - mmaction - INFO - Epoch [31][2800/3757] lr: 1.000e-02, eta: 1 day, 13:03:01, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1277, loss: 2.1277, grad_norm: 3.7444 2021-01-29 19:31:28,281 - mmaction - INFO - Epoch [31][2820/3757] lr: 1.000e-02, eta: 1 day, 13:02:43, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.1884, loss: 2.1884, grad_norm: 3.8118 2021-01-29 19:31:33,954 - mmaction - INFO - Epoch [31][2840/3757] lr: 1.000e-02, eta: 1 day, 13:02:22, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7102, loss_cls: 2.2382, loss: 2.2382, grad_norm: 3.8325 2021-01-29 19:31:40,341 - mmaction - INFO - Epoch [31][2860/3757] lr: 1.000e-02, eta: 1 day, 13:02:03, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.1528, loss: 2.1528, grad_norm: 3.6787 2021-01-29 19:31:46,393 - mmaction - INFO - Epoch [31][2880/3757] lr: 1.000e-02, eta: 1 day, 13:01:43, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.8273 2021-01-29 19:31:52,137 - mmaction - INFO - Epoch [31][2900/3757] lr: 1.000e-02, eta: 1 day, 13:01:23, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.3080, loss: 2.3080, grad_norm: 3.8115 2021-01-29 19:31:57,909 - mmaction - INFO - Epoch [31][2920/3757] lr: 1.000e-02, eta: 1 day, 13:01:03, time: 0.289, data_time: 0.000, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.1214, loss: 2.1214, grad_norm: 3.7717 2021-01-29 19:32:04,224 - mmaction - INFO - Epoch [31][2940/3757] lr: 1.000e-02, eta: 1 day, 13:00:44, time: 0.315, data_time: 0.004, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.1784, loss: 2.1784, grad_norm: 3.7836 2021-01-29 19:32:10,789 - mmaction - INFO - Epoch [31][2960/3757] lr: 1.000e-02, eta: 1 day, 13:00:25, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7555, loss_cls: 2.0501, loss: 2.0501, grad_norm: 3.7109 2021-01-29 19:32:16,904 - mmaction - INFO - Epoch [31][2980/3757] lr: 1.000e-02, eta: 1 day, 13:00:06, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7391, loss_cls: 2.2365, loss: 2.2365, grad_norm: 3.9613 2021-01-29 19:32:23,390 - mmaction - INFO - Epoch [31][3000/3757] lr: 1.000e-02, eta: 1 day, 12:59:47, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7227, loss_cls: 2.3120, loss: 2.3120, grad_norm: 3.8570 2021-01-29 19:32:29,203 - mmaction - INFO - Epoch [31][3020/3757] lr: 1.000e-02, eta: 1 day, 12:59:27, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.0784, loss: 2.0784, grad_norm: 3.7402 2021-01-29 19:32:35,552 - mmaction - INFO - Epoch [31][3040/3757] lr: 1.000e-02, eta: 1 day, 12:59:08, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1817, loss: 2.1817, grad_norm: 3.7708 2021-01-29 19:32:41,655 - mmaction - INFO - Epoch [31][3060/3757] lr: 1.000e-02, eta: 1 day, 12:58:48, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7273, loss_cls: 2.1711, loss: 2.1711, grad_norm: 3.9154 2021-01-29 19:32:48,140 - mmaction - INFO - Epoch [31][3080/3757] lr: 1.000e-02, eta: 1 day, 12:58:29, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7422, loss_cls: 2.2153, loss: 2.2153, grad_norm: 3.9149 2021-01-29 19:32:53,976 - mmaction - INFO - Epoch [31][3100/3757] lr: 1.000e-02, eta: 1 day, 12:58:09, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2622, loss: 2.2622, grad_norm: 3.9851 2021-01-29 19:32:59,943 - mmaction - INFO - Epoch [31][3120/3757] lr: 1.000e-02, eta: 1 day, 12:57:49, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7211, loss_cls: 2.2489, loss: 2.2489, grad_norm: 3.6845 2021-01-29 19:33:06,069 - mmaction - INFO - Epoch [31][3140/3757] lr: 1.000e-02, eta: 1 day, 12:57:30, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7570, loss_cls: 2.1325, loss: 2.1325, grad_norm: 3.7971 2021-01-29 19:33:12,082 - mmaction - INFO - Epoch [31][3160/3757] lr: 1.000e-02, eta: 1 day, 12:57:10, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7328, loss_cls: 2.2479, loss: 2.2479, grad_norm: 3.9394 2021-01-29 19:33:17,516 - mmaction - INFO - Epoch [31][3180/3757] lr: 1.000e-02, eta: 1 day, 12:56:49, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4711, top5_acc: 0.7195, loss_cls: 2.2836, loss: 2.2836, grad_norm: 3.8814 2021-01-29 19:33:23,654 - mmaction - INFO - Epoch [31][3200/3757] lr: 1.000e-02, eta: 1 day, 12:56:30, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.2244, loss: 2.2244, grad_norm: 3.6992 2021-01-29 19:33:29,688 - mmaction - INFO - Epoch [31][3220/3757] lr: 1.000e-02, eta: 1 day, 12:56:10, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.0609, loss: 2.0609, grad_norm: 3.7448 2021-01-29 19:33:36,170 - mmaction - INFO - Epoch [31][3240/3757] lr: 1.000e-02, eta: 1 day, 12:55:51, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7375, loss_cls: 2.1497, loss: 2.1497, grad_norm: 3.7514 2021-01-29 19:33:42,011 - mmaction - INFO - Epoch [31][3260/3757] lr: 1.000e-02, eta: 1 day, 12:55:31, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7383, loss_cls: 2.1745, loss: 2.1745, grad_norm: 3.7959 2021-01-29 19:33:48,298 - mmaction - INFO - Epoch [31][3280/3757] lr: 1.000e-02, eta: 1 day, 12:55:12, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7148, loss_cls: 2.2760, loss: 2.2760, grad_norm: 3.7237 2021-01-29 19:33:54,538 - mmaction - INFO - Epoch [31][3300/3757] lr: 1.000e-02, eta: 1 day, 12:54:53, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7281, loss_cls: 2.1781, loss: 2.1781, grad_norm: 3.7759 2021-01-29 19:34:00,320 - mmaction - INFO - Epoch [31][3320/3757] lr: 1.000e-02, eta: 1 day, 12:54:33, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.2718, loss: 2.2718, grad_norm: 3.7636 2021-01-29 19:34:06,183 - mmaction - INFO - Epoch [31][3340/3757] lr: 1.000e-02, eta: 1 day, 12:54:13, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1107, loss: 2.1107, grad_norm: 3.7632 2021-01-29 19:34:12,210 - mmaction - INFO - Epoch [31][3360/3757] lr: 1.000e-02, eta: 1 day, 12:53:53, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.1874, loss: 2.1874, grad_norm: 3.7091 2021-01-29 19:34:17,908 - mmaction - INFO - Epoch [31][3380/3757] lr: 1.000e-02, eta: 1 day, 12:53:33, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.2677, loss: 2.2677, grad_norm: 3.7602 2021-01-29 19:34:23,928 - mmaction - INFO - Epoch [31][3400/3757] lr: 1.000e-02, eta: 1 day, 12:53:13, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7344, loss_cls: 2.1453, loss: 2.1453, grad_norm: 3.8612 2021-01-29 19:34:30,271 - mmaction - INFO - Epoch [31][3420/3757] lr: 1.000e-02, eta: 1 day, 12:52:54, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7312, loss_cls: 2.1786, loss: 2.1786, grad_norm: 3.7486 2021-01-29 19:34:36,715 - mmaction - INFO - Epoch [31][3440/3757] lr: 1.000e-02, eta: 1 day, 12:52:36, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7469, loss_cls: 2.1636, loss: 2.1636, grad_norm: 3.8716 2021-01-29 19:34:42,361 - mmaction - INFO - Epoch [31][3460/3757] lr: 1.000e-02, eta: 1 day, 12:52:15, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.1514, loss: 2.1514, grad_norm: 3.7167 2021-01-29 19:34:48,420 - mmaction - INFO - Epoch [31][3480/3757] lr: 1.000e-02, eta: 1 day, 12:51:56, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7688, loss_cls: 2.0493, loss: 2.0493, grad_norm: 3.8137 2021-01-29 19:34:53,941 - mmaction - INFO - Epoch [31][3500/3757] lr: 1.000e-02, eta: 1 day, 12:51:35, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7250, loss_cls: 2.1709, loss: 2.1709, grad_norm: 3.8860 2021-01-29 19:35:00,092 - mmaction - INFO - Epoch [31][3520/3757] lr: 1.000e-02, eta: 1 day, 12:51:16, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1529, loss: 2.1529, grad_norm: 3.8782 2021-01-29 19:35:05,847 - mmaction - INFO - Epoch [31][3540/3757] lr: 1.000e-02, eta: 1 day, 12:50:55, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7383, loss_cls: 2.1857, loss: 2.1857, grad_norm: 3.7874 2021-01-29 19:35:11,441 - mmaction - INFO - Epoch [31][3560/3757] lr: 1.000e-02, eta: 1 day, 12:50:35, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7133, loss_cls: 2.2223, loss: 2.2223, grad_norm: 3.7538 2021-01-29 19:35:17,162 - mmaction - INFO - Epoch [31][3580/3757] lr: 1.000e-02, eta: 1 day, 12:50:15, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7195, loss_cls: 2.2301, loss: 2.2301, grad_norm: 3.7195 2021-01-29 19:35:23,700 - mmaction - INFO - Epoch [31][3600/3757] lr: 1.000e-02, eta: 1 day, 12:49:56, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.2186, loss: 2.2186, grad_norm: 3.7494 2021-01-29 19:35:29,775 - mmaction - INFO - Epoch [31][3620/3757] lr: 1.000e-02, eta: 1 day, 12:49:37, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2267, loss: 2.2267, grad_norm: 3.6645 2021-01-29 19:35:35,702 - mmaction - INFO - Epoch [31][3640/3757] lr: 1.000e-02, eta: 1 day, 12:49:17, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7438, loss_cls: 2.1160, loss: 2.1160, grad_norm: 3.8880 2021-01-29 19:35:41,866 - mmaction - INFO - Epoch [31][3660/3757] lr: 1.000e-02, eta: 1 day, 12:48:58, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.6360 2021-01-29 19:35:47,736 - mmaction - INFO - Epoch [31][3680/3757] lr: 1.000e-02, eta: 1 day, 12:48:38, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7602, loss_cls: 2.0797, loss: 2.0797, grad_norm: 3.6532 2021-01-29 19:35:53,887 - mmaction - INFO - Epoch [31][3700/3757] lr: 1.000e-02, eta: 1 day, 12:48:18, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7367, loss_cls: 2.2260, loss: 2.2260, grad_norm: 3.7990 2021-01-29 19:35:59,998 - mmaction - INFO - Epoch [31][3720/3757] lr: 1.000e-02, eta: 1 day, 12:47:59, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.1010, loss: 2.1010, grad_norm: 3.7861 2021-01-29 19:36:05,688 - mmaction - INFO - Epoch [31][3740/3757] lr: 1.000e-02, eta: 1 day, 12:47:39, time: 0.284, data_time: 0.024, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1484, loss: 2.1484, grad_norm: 3.8020 2021-01-29 19:36:29,028 - mmaction - INFO - Saving checkpoint at 31 epochs 2021-01-29 19:49:44,862 - mmaction - INFO - Epoch [32][20/3757] lr: 1.000e-02, eta: 1 day, 13:16:07, time: 39.752, data_time: 39.371, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.1047, loss: 2.1047, grad_norm: 3.7648 2021-01-29 19:49:49,026 - mmaction - INFO - Epoch [32][40/3757] lr: 1.000e-02, eta: 1 day, 13:15:43, time: 0.224, data_time: 0.018, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7414, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.7167 2021-01-29 19:49:53,158 - mmaction - INFO - Epoch [32][60/3757] lr: 1.000e-02, eta: 1 day, 13:15:19, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7742, loss_cls: 2.0561, loss: 2.0561, grad_norm: 3.8681 2021-01-29 19:49:57,363 - mmaction - INFO - Epoch [32][80/3757] lr: 1.000e-02, eta: 1 day, 13:14:55, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7312, loss_cls: 2.1563, loss: 2.1563, grad_norm: 3.7585 2021-01-29 19:50:01,560 - mmaction - INFO - Epoch [32][100/3757] lr: 1.000e-02, eta: 1 day, 13:14:31, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5234, top5_acc: 0.7516, loss_cls: 2.0662, loss: 2.0662, grad_norm: 3.6555 2021-01-29 19:50:05,680 - mmaction - INFO - Epoch [32][120/3757] lr: 1.000e-02, eta: 1 day, 13:14:07, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1790, loss: 2.1790, grad_norm: 3.8708 2021-01-29 19:50:09,790 - mmaction - INFO - Epoch [32][140/3757] lr: 1.000e-02, eta: 1 day, 13:13:43, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7438, loss_cls: 2.1079, loss: 2.1079, grad_norm: 3.8470 2021-01-29 19:50:13,937 - mmaction - INFO - Epoch [32][160/3757] lr: 1.000e-02, eta: 1 day, 13:13:19, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2776, loss: 2.2776, grad_norm: 4.5719 2021-01-29 19:50:18,109 - mmaction - INFO - Epoch [32][180/3757] lr: 1.000e-02, eta: 1 day, 13:12:55, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0679, loss: 2.0679, grad_norm: 3.8976 2021-01-29 19:50:22,243 - mmaction - INFO - Epoch [32][200/3757] lr: 1.000e-02, eta: 1 day, 13:12:30, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.1306, loss: 2.1306, grad_norm: 3.8624 2021-01-29 19:50:26,415 - mmaction - INFO - Epoch [32][220/3757] lr: 1.000e-02, eta: 1 day, 13:12:06, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.9055 2021-01-29 19:50:30,553 - mmaction - INFO - Epoch [32][240/3757] lr: 1.000e-02, eta: 1 day, 13:11:42, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2338, loss: 2.2338, grad_norm: 3.8376 2021-01-29 19:50:34,900 - mmaction - INFO - Epoch [32][260/3757] lr: 1.000e-02, eta: 1 day, 13:11:19, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.0744, loss: 2.0744, grad_norm: 3.7647 2021-01-29 19:50:39,094 - mmaction - INFO - Epoch [32][280/3757] lr: 1.000e-02, eta: 1 day, 13:10:55, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.7957 2021-01-29 19:50:43,228 - mmaction - INFO - Epoch [32][300/3757] lr: 1.000e-02, eta: 1 day, 13:10:31, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7336, loss_cls: 2.1337, loss: 2.1337, grad_norm: 3.7926 2021-01-29 19:50:47,639 - mmaction - INFO - Epoch [32][320/3757] lr: 1.000e-02, eta: 1 day, 13:10:07, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7336, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.7752 2021-01-29 19:50:51,809 - mmaction - INFO - Epoch [32][340/3757] lr: 1.000e-02, eta: 1 day, 13:09:43, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7273, loss_cls: 2.1866, loss: 2.1866, grad_norm: 3.7861 2021-01-29 19:50:56,116 - mmaction - INFO - Epoch [32][360/3757] lr: 1.000e-02, eta: 1 day, 13:09:19, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5266, top5_acc: 0.7219, loss_cls: 2.1236, loss: 2.1236, grad_norm: 3.7955 2021-01-29 19:51:00,336 - mmaction - INFO - Epoch [32][380/3757] lr: 1.000e-02, eta: 1 day, 13:08:56, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.1278, loss: 2.1278, grad_norm: 3.9530 2021-01-29 19:51:04,725 - mmaction - INFO - Epoch [32][400/3757] lr: 1.000e-02, eta: 1 day, 13:08:32, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.7793 2021-01-29 19:51:09,044 - mmaction - INFO - Epoch [32][420/3757] lr: 1.000e-02, eta: 1 day, 13:08:08, time: 0.217, data_time: 0.003, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7422, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.8161 2021-01-29 19:51:13,358 - mmaction - INFO - Epoch [32][440/3757] lr: 1.000e-02, eta: 1 day, 13:07:45, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7383, loss_cls: 2.1867, loss: 2.1867, grad_norm: 3.7595 2021-01-29 19:51:17,874 - mmaction - INFO - Epoch [32][460/3757] lr: 1.000e-02, eta: 1 day, 13:07:22, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7648, loss_cls: 2.0751, loss: 2.0751, grad_norm: 3.9176 2021-01-29 19:51:22,994 - mmaction - INFO - Epoch [32][480/3757] lr: 1.000e-02, eta: 1 day, 13:07:00, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.1498, loss: 2.1498, grad_norm: 3.7222 2021-01-29 19:51:27,460 - mmaction - INFO - Epoch [32][500/3757] lr: 1.000e-02, eta: 1 day, 13:06:36, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1220, loss: 2.1220, grad_norm: 3.8385 2021-01-29 19:51:31,876 - mmaction - INFO - Epoch [32][520/3757] lr: 1.000e-02, eta: 1 day, 13:06:13, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.1505, loss: 2.1505, grad_norm: 3.7037 2021-01-29 19:51:36,398 - mmaction - INFO - Epoch [32][540/3757] lr: 1.000e-02, eta: 1 day, 13:05:50, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7531, loss_cls: 2.0835, loss: 2.0835, grad_norm: 3.8448 2021-01-29 19:51:40,820 - mmaction - INFO - Epoch [32][560/3757] lr: 1.000e-02, eta: 1 day, 13:05:27, time: 0.221, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.1486, loss: 2.1486, grad_norm: 3.8516 2021-01-29 19:51:46,100 - mmaction - INFO - Epoch [32][580/3757] lr: 1.000e-02, eta: 1 day, 13:05:05, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.9179 2021-01-29 19:51:50,606 - mmaction - INFO - Epoch [32][600/3757] lr: 1.000e-02, eta: 1 day, 13:04:42, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1740, loss: 2.1740, grad_norm: 3.7579 2021-01-29 19:51:55,397 - mmaction - INFO - Epoch [32][620/3757] lr: 1.000e-02, eta: 1 day, 13:04:19, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.1933, loss: 2.1933, grad_norm: 3.7639 2021-01-29 19:52:00,395 - mmaction - INFO - Epoch [32][640/3757] lr: 1.000e-02, eta: 1 day, 13:03:57, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.1684, loss: 2.1684, grad_norm: 3.7086 2021-01-29 19:52:05,596 - mmaction - INFO - Epoch [32][660/3757] lr: 1.000e-02, eta: 1 day, 13:03:36, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.0884, loss: 2.0884, grad_norm: 3.8332 2021-01-29 19:52:11,077 - mmaction - INFO - Epoch [32][680/3757] lr: 1.000e-02, eta: 1 day, 13:03:15, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.0822, loss: 2.0822, grad_norm: 3.8587 2021-01-29 19:52:16,205 - mmaction - INFO - Epoch [32][700/3757] lr: 1.000e-02, eta: 1 day, 13:02:53, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7445, loss_cls: 2.2247, loss: 2.2247, grad_norm: 3.9050 2021-01-29 19:52:21,784 - mmaction - INFO - Epoch [32][720/3757] lr: 1.000e-02, eta: 1 day, 13:02:32, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1175, loss: 2.1175, grad_norm: 3.8137 2021-01-29 19:52:27,154 - mmaction - INFO - Epoch [32][740/3757] lr: 1.000e-02, eta: 1 day, 13:02:11, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7578, loss_cls: 2.0929, loss: 2.0929, grad_norm: 3.8192 2021-01-29 19:52:32,703 - mmaction - INFO - Epoch [32][760/3757] lr: 1.000e-02, eta: 1 day, 13:01:50, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1125, loss: 2.1125, grad_norm: 3.8785 2021-01-29 19:52:37,778 - mmaction - INFO - Epoch [32][780/3757] lr: 1.000e-02, eta: 1 day, 13:01:28, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7469, loss_cls: 2.0986, loss: 2.0986, grad_norm: 3.7647 2021-01-29 19:52:42,898 - mmaction - INFO - Epoch [32][800/3757] lr: 1.000e-02, eta: 1 day, 13:01:06, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.7431 2021-01-29 19:52:48,552 - mmaction - INFO - Epoch [32][820/3757] lr: 1.000e-02, eta: 1 day, 13:00:46, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.0971, loss: 2.0971, grad_norm: 3.7551 2021-01-29 19:52:54,398 - mmaction - INFO - Epoch [32][840/3757] lr: 1.000e-02, eta: 1 day, 13:00:26, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7414, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.8671 2021-01-29 19:52:59,912 - mmaction - INFO - Epoch [32][860/3757] lr: 1.000e-02, eta: 1 day, 13:00:05, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7594, loss_cls: 2.0811, loss: 2.0811, grad_norm: 3.6710 2021-01-29 19:53:05,991 - mmaction - INFO - Epoch [32][880/3757] lr: 1.000e-02, eta: 1 day, 12:59:45, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7469, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.8839 2021-01-29 19:53:10,725 - mmaction - INFO - Epoch [32][900/3757] lr: 1.000e-02, eta: 1 day, 12:59:23, time: 0.237, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7430, loss_cls: 2.1368, loss: 2.1368, grad_norm: 3.8880 2021-01-29 19:53:16,435 - mmaction - INFO - Epoch [32][920/3757] lr: 1.000e-02, eta: 1 day, 12:59:02, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1052, loss: 2.1052, grad_norm: 3.7551 2021-01-29 19:53:21,917 - mmaction - INFO - Epoch [32][940/3757] lr: 1.000e-02, eta: 1 day, 12:58:41, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.7836 2021-01-29 19:53:27,442 - mmaction - INFO - Epoch [32][960/3757] lr: 1.000e-02, eta: 1 day, 12:58:20, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7367, loss_cls: 2.1728, loss: 2.1728, grad_norm: 3.7784 2021-01-29 19:53:32,885 - mmaction - INFO - Epoch [32][980/3757] lr: 1.000e-02, eta: 1 day, 12:57:59, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.1757, loss: 2.1757, grad_norm: 3.7873 2021-01-29 19:53:38,325 - mmaction - INFO - Epoch [32][1000/3757] lr: 1.000e-02, eta: 1 day, 12:57:38, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7438, loss_cls: 2.1490, loss: 2.1490, grad_norm: 3.8029 2021-01-29 19:53:43,724 - mmaction - INFO - Epoch [32][1020/3757] lr: 1.000e-02, eta: 1 day, 12:57:17, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7586, loss_cls: 2.0870, loss: 2.0870, grad_norm: 3.7956 2021-01-29 19:53:48,636 - mmaction - INFO - Epoch [32][1040/3757] lr: 1.000e-02, eta: 1 day, 12:56:55, time: 0.245, data_time: 0.002, memory: 3385, top1_acc: 0.5312, top5_acc: 0.7555, loss_cls: 2.0448, loss: 2.0448, grad_norm: 3.7291 2021-01-29 19:53:53,884 - mmaction - INFO - Epoch [32][1060/3757] lr: 1.000e-02, eta: 1 day, 12:56:34, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7344, loss_cls: 2.1839, loss: 2.1839, grad_norm: 4.0474 2021-01-29 19:53:59,448 - mmaction - INFO - Epoch [32][1080/3757] lr: 1.000e-02, eta: 1 day, 12:56:13, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.1543, loss: 2.1543, grad_norm: 3.7415 2021-01-29 19:54:05,406 - mmaction - INFO - Epoch [32][1100/3757] lr: 1.000e-02, eta: 1 day, 12:55:53, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2375, loss: 2.2375, grad_norm: 3.9133 2021-01-29 19:54:10,767 - mmaction - INFO - Epoch [32][1120/3757] lr: 1.000e-02, eta: 1 day, 12:55:32, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.1313, loss: 2.1313, grad_norm: 3.7989 2021-01-29 19:54:16,650 - mmaction - INFO - Epoch [32][1140/3757] lr: 1.000e-02, eta: 1 day, 12:55:12, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7211, loss_cls: 2.2648, loss: 2.2648, grad_norm: 3.7820 2021-01-29 19:54:22,502 - mmaction - INFO - Epoch [32][1160/3757] lr: 1.000e-02, eta: 1 day, 12:54:52, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.0543, loss: 2.0543, grad_norm: 3.7137 2021-01-29 19:54:28,212 - mmaction - INFO - Epoch [32][1180/3757] lr: 1.000e-02, eta: 1 day, 12:54:32, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7422, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.9179 2021-01-29 19:54:33,914 - mmaction - INFO - Epoch [32][1200/3757] lr: 1.000e-02, eta: 1 day, 12:54:11, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.0898, loss: 2.0898, grad_norm: 3.6935 2021-01-29 19:54:39,788 - mmaction - INFO - Epoch [32][1220/3757] lr: 1.000e-02, eta: 1 day, 12:53:51, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7359, loss_cls: 2.2157, loss: 2.2157, grad_norm: 3.9634 2021-01-29 19:54:45,610 - mmaction - INFO - Epoch [32][1240/3757] lr: 1.000e-02, eta: 1 day, 12:53:31, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2039, loss: 2.2039, grad_norm: 3.7968 2021-01-29 19:54:50,929 - mmaction - INFO - Epoch [32][1260/3757] lr: 1.000e-02, eta: 1 day, 12:53:10, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 2.0410, loss: 2.0410, grad_norm: 3.7884 2021-01-29 19:54:56,917 - mmaction - INFO - Epoch [32][1280/3757] lr: 1.000e-02, eta: 1 day, 12:52:50, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7414, loss_cls: 2.1783, loss: 2.1783, grad_norm: 3.8838 2021-01-29 19:55:02,479 - mmaction - INFO - Epoch [32][1300/3757] lr: 1.000e-02, eta: 1 day, 12:52:30, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5219, top5_acc: 0.7547, loss_cls: 2.0542, loss: 2.0542, grad_norm: 3.6993 2021-01-29 19:55:08,505 - mmaction - INFO - Epoch [32][1320/3757] lr: 1.000e-02, eta: 1 day, 12:52:10, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.1677, loss: 2.1677, grad_norm: 3.6314 2021-01-29 19:55:14,951 - mmaction - INFO - Epoch [32][1340/3757] lr: 1.000e-02, eta: 1 day, 12:51:51, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.0905, loss: 2.0905, grad_norm: 3.7676 2021-01-29 19:55:20,602 - mmaction - INFO - Epoch [32][1360/3757] lr: 1.000e-02, eta: 1 day, 12:51:31, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7094, loss_cls: 2.3004, loss: 2.3004, grad_norm: 3.8584 2021-01-29 19:55:25,714 - mmaction - INFO - Epoch [32][1380/3757] lr: 1.000e-02, eta: 1 day, 12:51:09, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7359, loss_cls: 2.1495, loss: 2.1495, grad_norm: 3.6131 2021-01-29 19:55:31,661 - mmaction - INFO - Epoch [32][1400/3757] lr: 1.000e-02, eta: 1 day, 12:50:49, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1257, loss: 2.1257, grad_norm: 3.8549 2021-01-29 19:55:37,854 - mmaction - INFO - Epoch [32][1420/3757] lr: 1.000e-02, eta: 1 day, 12:50:30, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2011, loss: 2.2011, grad_norm: 3.7822 2021-01-29 19:55:43,264 - mmaction - INFO - Epoch [32][1440/3757] lr: 1.000e-02, eta: 1 day, 12:50:09, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.2047, loss: 2.2047, grad_norm: 3.7514 2021-01-29 19:55:48,656 - mmaction - INFO - Epoch [32][1460/3757] lr: 1.000e-02, eta: 1 day, 12:49:48, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.1553, loss: 2.1553, grad_norm: 3.7613 2021-01-29 19:55:54,530 - mmaction - INFO - Epoch [32][1480/3757] lr: 1.000e-02, eta: 1 day, 12:49:28, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7461, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.7819 2021-01-29 19:56:00,729 - mmaction - INFO - Epoch [32][1500/3757] lr: 1.000e-02, eta: 1 day, 12:49:09, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.7380 2021-01-29 19:56:06,559 - mmaction - INFO - Epoch [32][1520/3757] lr: 1.000e-02, eta: 1 day, 12:48:49, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7492, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.8586 2021-01-29 19:56:11,606 - mmaction - INFO - Epoch [32][1540/3757] lr: 1.000e-02, eta: 1 day, 12:48:27, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.1245, loss: 2.1245, grad_norm: 3.6973 2021-01-29 19:56:17,857 - mmaction - INFO - Epoch [32][1560/3757] lr: 1.000e-02, eta: 1 day, 12:48:08, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5359, top5_acc: 0.7445, loss_cls: 2.1260, loss: 2.1260, grad_norm: 3.7092 2021-01-29 19:56:23,535 - mmaction - INFO - Epoch [32][1580/3757] lr: 1.000e-02, eta: 1 day, 12:47:48, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.1990, loss: 2.1990, grad_norm: 3.8416 2021-01-29 19:56:29,437 - mmaction - INFO - Epoch [32][1600/3757] lr: 1.000e-02, eta: 1 day, 12:47:28, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.1190, loss: 2.1190, grad_norm: 3.8175 2021-01-29 19:56:35,737 - mmaction - INFO - Epoch [32][1620/3757] lr: 1.000e-02, eta: 1 day, 12:47:09, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.9195 2021-01-29 19:56:41,516 - mmaction - INFO - Epoch [32][1640/3757] lr: 1.000e-02, eta: 1 day, 12:46:49, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.1850, loss: 2.1850, grad_norm: 3.6837 2021-01-29 19:56:46,846 - mmaction - INFO - Epoch [32][1660/3757] lr: 1.000e-02, eta: 1 day, 12:46:28, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.1314, loss: 2.1314, grad_norm: 3.7008 2021-01-29 19:56:52,819 - mmaction - INFO - Epoch [32][1680/3757] lr: 1.000e-02, eta: 1 day, 12:46:08, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7289, loss_cls: 2.1664, loss: 2.1664, grad_norm: 3.7724 2021-01-29 19:56:58,672 - mmaction - INFO - Epoch [32][1700/3757] lr: 1.000e-02, eta: 1 day, 12:45:48, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7500, loss_cls: 2.1550, loss: 2.1550, grad_norm: 3.8692 2021-01-29 19:57:04,655 - mmaction - INFO - Epoch [32][1720/3757] lr: 1.000e-02, eta: 1 day, 12:45:29, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7266, loss_cls: 2.2057, loss: 2.2057, grad_norm: 3.8808 2021-01-29 19:57:09,819 - mmaction - INFO - Epoch [32][1740/3757] lr: 1.000e-02, eta: 1 day, 12:45:07, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7391, loss_cls: 2.1788, loss: 2.1788, grad_norm: 3.8643 2021-01-29 19:57:15,699 - mmaction - INFO - Epoch [32][1760/3757] lr: 1.000e-02, eta: 1 day, 12:44:47, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7164, loss_cls: 2.3171, loss: 2.3171, grad_norm: 3.9688 2021-01-29 19:57:21,989 - mmaction - INFO - Epoch [32][1780/3757] lr: 1.000e-02, eta: 1 day, 12:44:28, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7227, loss_cls: 2.2646, loss: 2.2646, grad_norm: 3.7531 2021-01-29 19:57:27,583 - mmaction - INFO - Epoch [32][1800/3757] lr: 1.000e-02, eta: 1 day, 12:44:08, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7383, loss_cls: 2.1460, loss: 2.1460, grad_norm: 3.7873 2021-01-29 19:57:33,556 - mmaction - INFO - Epoch [32][1820/3757] lr: 1.000e-02, eta: 1 day, 12:43:48, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7398, loss_cls: 2.2244, loss: 2.2244, grad_norm: 3.9893 2021-01-29 19:57:38,677 - mmaction - INFO - Epoch [32][1840/3757] lr: 1.000e-02, eta: 1 day, 12:43:27, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0784, loss: 2.0784, grad_norm: 3.7050 2021-01-29 19:57:44,727 - mmaction - INFO - Epoch [32][1860/3757] lr: 1.000e-02, eta: 1 day, 12:43:07, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.7386 2021-01-29 19:57:50,607 - mmaction - INFO - Epoch [32][1880/3757] lr: 1.000e-02, eta: 1 day, 12:42:48, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7102, loss_cls: 2.2440, loss: 2.2440, grad_norm: 3.7902 2021-01-29 19:57:56,950 - mmaction - INFO - Epoch [32][1900/3757] lr: 1.000e-02, eta: 1 day, 12:42:29, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7703, loss_cls: 2.0826, loss: 2.0826, grad_norm: 3.6841 2021-01-29 19:58:03,363 - mmaction - INFO - Epoch [32][1920/3757] lr: 1.000e-02, eta: 1 day, 12:42:10, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.1125, loss: 2.1125, grad_norm: 3.7635 2021-01-29 19:58:08,673 - mmaction - INFO - Epoch [32][1940/3757] lr: 1.000e-02, eta: 1 day, 12:41:49, time: 0.266, data_time: 0.006, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7484, loss_cls: 2.0997, loss: 2.0997, grad_norm: 3.7578 2021-01-29 19:58:14,931 - mmaction - INFO - Epoch [32][1960/3757] lr: 1.000e-02, eta: 1 day, 12:41:30, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1252, loss: 2.1252, grad_norm: 3.7999 2021-01-29 19:58:20,993 - mmaction - INFO - Epoch [32][1980/3757] lr: 1.000e-02, eta: 1 day, 12:41:11, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.2360, loss: 2.2360, grad_norm: 3.7128 2021-01-29 19:58:26,369 - mmaction - INFO - Epoch [32][2000/3757] lr: 1.000e-02, eta: 1 day, 12:40:50, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7359, loss_cls: 2.1986, loss: 2.1986, grad_norm: 3.7923 2021-01-29 19:58:32,429 - mmaction - INFO - Epoch [32][2020/3757] lr: 1.000e-02, eta: 1 day, 12:40:30, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.0979, loss: 2.0979, grad_norm: 3.7625 2021-01-29 19:58:37,810 - mmaction - INFO - Epoch [32][2040/3757] lr: 1.000e-02, eta: 1 day, 12:40:09, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7484, loss_cls: 2.0758, loss: 2.0758, grad_norm: 3.8630 2021-01-29 19:58:44,155 - mmaction - INFO - Epoch [32][2060/3757] lr: 1.000e-02, eta: 1 day, 12:39:51, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5281, top5_acc: 0.7492, loss_cls: 2.1196, loss: 2.1196, grad_norm: 3.7010 2021-01-29 19:58:50,329 - mmaction - INFO - Epoch [32][2080/3757] lr: 1.000e-02, eta: 1 day, 12:39:32, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2027, loss: 2.2027, grad_norm: 3.9291 2021-01-29 19:58:55,986 - mmaction - INFO - Epoch [32][2100/3757] lr: 1.000e-02, eta: 1 day, 12:39:11, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7500, loss_cls: 2.1679, loss: 2.1679, grad_norm: 3.8272 2021-01-29 19:59:01,739 - mmaction - INFO - Epoch [32][2120/3757] lr: 1.000e-02, eta: 1 day, 12:38:51, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7477, loss_cls: 2.1988, loss: 2.1988, grad_norm: 3.8342 2021-01-29 19:59:07,947 - mmaction - INFO - Epoch [32][2140/3757] lr: 1.000e-02, eta: 1 day, 12:38:32, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7367, loss_cls: 2.2290, loss: 2.2290, grad_norm: 3.9314 2021-01-29 19:59:13,893 - mmaction - INFO - Epoch [32][2160/3757] lr: 1.000e-02, eta: 1 day, 12:38:13, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5289, top5_acc: 0.7570, loss_cls: 2.0851, loss: 2.0851, grad_norm: 3.7115 2021-01-29 19:59:19,776 - mmaction - INFO - Epoch [32][2180/3757] lr: 1.000e-02, eta: 1 day, 12:37:53, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7375, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.8405 2021-01-29 19:59:25,521 - mmaction - INFO - Epoch [32][2200/3757] lr: 1.000e-02, eta: 1 day, 12:37:33, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7461, loss_cls: 2.1602, loss: 2.1602, grad_norm: 3.8951 2021-01-29 19:59:31,454 - mmaction - INFO - Epoch [32][2220/3757] lr: 1.000e-02, eta: 1 day, 12:37:13, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7609, loss_cls: 2.1130, loss: 2.1130, grad_norm: 3.7282 2021-01-29 19:59:37,613 - mmaction - INFO - Epoch [32][2240/3757] lr: 1.000e-02, eta: 1 day, 12:36:54, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7289, loss_cls: 2.1511, loss: 2.1511, grad_norm: 3.7355 2021-01-29 19:59:42,970 - mmaction - INFO - Epoch [32][2260/3757] lr: 1.000e-02, eta: 1 day, 12:36:33, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.2250, loss: 2.2250, grad_norm: 3.9251 2021-01-29 19:59:49,131 - mmaction - INFO - Epoch [32][2280/3757] lr: 1.000e-02, eta: 1 day, 12:36:14, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1232, loss: 2.1232, grad_norm: 3.7056 2021-01-29 19:59:54,228 - mmaction - INFO - Epoch [32][2300/3757] lr: 1.000e-02, eta: 1 day, 12:35:53, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1775, loss: 2.1775, grad_norm: 3.8678 2021-01-29 20:00:00,272 - mmaction - INFO - Epoch [32][2320/3757] lr: 1.000e-02, eta: 1 day, 12:35:33, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7422, loss_cls: 2.1753, loss: 2.1753, grad_norm: 3.7426 2021-01-29 20:00:06,333 - mmaction - INFO - Epoch [32][2340/3757] lr: 1.000e-02, eta: 1 day, 12:35:14, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7398, loss_cls: 2.1379, loss: 2.1379, grad_norm: 3.9612 2021-01-29 20:00:12,292 - mmaction - INFO - Epoch [32][2360/3757] lr: 1.000e-02, eta: 1 day, 12:34:54, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.1297, loss: 2.1297, grad_norm: 3.8489 2021-01-29 20:00:17,823 - mmaction - INFO - Epoch [32][2380/3757] lr: 1.000e-02, eta: 1 day, 12:34:34, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7359, loss_cls: 2.2136, loss: 2.2136, grad_norm: 3.8563 2021-01-29 20:00:23,425 - mmaction - INFO - Epoch [32][2400/3757] lr: 1.000e-02, eta: 1 day, 12:34:14, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.7715 2021-01-29 20:00:29,539 - mmaction - INFO - Epoch [32][2420/3757] lr: 1.000e-02, eta: 1 day, 12:33:54, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2308, loss: 2.2308, grad_norm: 3.8957 2021-01-29 20:00:35,859 - mmaction - INFO - Epoch [32][2440/3757] lr: 1.000e-02, eta: 1 day, 12:33:36, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1743, loss: 2.1743, grad_norm: 3.7162 2021-01-29 20:00:41,586 - mmaction - INFO - Epoch [32][2460/3757] lr: 1.000e-02, eta: 1 day, 12:33:16, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1286, loss: 2.1286, grad_norm: 3.8133 2021-01-29 20:00:47,099 - mmaction - INFO - Epoch [32][2480/3757] lr: 1.000e-02, eta: 1 day, 12:32:55, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5305, top5_acc: 0.7375, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.8019 2021-01-29 20:00:53,567 - mmaction - INFO - Epoch [32][2500/3757] lr: 1.000e-02, eta: 1 day, 12:32:37, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7508, loss_cls: 2.1308, loss: 2.1308, grad_norm: 3.9119 2021-01-29 20:00:58,911 - mmaction - INFO - Epoch [32][2520/3757] lr: 1.000e-02, eta: 1 day, 12:32:16, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7086, loss_cls: 2.2465, loss: 2.2465, grad_norm: 3.8773 2021-01-29 20:01:05,631 - mmaction - INFO - Epoch [32][2540/3757] lr: 1.000e-02, eta: 1 day, 12:31:58, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7469, loss_cls: 2.1746, loss: 2.1746, grad_norm: 3.7811 2021-01-29 20:01:11,450 - mmaction - INFO - Epoch [32][2560/3757] lr: 1.000e-02, eta: 1 day, 12:31:38, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.1603, loss: 2.1603, grad_norm: 3.7859 2021-01-29 20:01:17,413 - mmaction - INFO - Epoch [32][2580/3757] lr: 1.000e-02, eta: 1 day, 12:31:19, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7391, loss_cls: 2.0993, loss: 2.0993, grad_norm: 3.9840 2021-01-29 20:01:23,344 - mmaction - INFO - Epoch [32][2600/3757] lr: 1.000e-02, eta: 1 day, 12:30:59, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.7443 2021-01-29 20:01:28,414 - mmaction - INFO - Epoch [32][2620/3757] lr: 1.000e-02, eta: 1 day, 12:30:38, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.1220, loss: 2.1220, grad_norm: 3.7519 2021-01-29 20:01:34,611 - mmaction - INFO - Epoch [32][2640/3757] lr: 1.000e-02, eta: 1 day, 12:30:19, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1046, loss: 2.1046, grad_norm: 3.7644 2021-01-29 20:01:40,439 - mmaction - INFO - Epoch [32][2660/3757] lr: 1.000e-02, eta: 1 day, 12:29:59, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.8738 2021-01-29 20:01:46,197 - mmaction - INFO - Epoch [32][2680/3757] lr: 1.000e-02, eta: 1 day, 12:29:39, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7516, loss_cls: 2.1029, loss: 2.1029, grad_norm: 3.8130 2021-01-29 20:01:52,368 - mmaction - INFO - Epoch [32][2700/3757] lr: 1.000e-02, eta: 1 day, 12:29:20, time: 0.309, data_time: 0.003, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7359, loss_cls: 2.2049, loss: 2.2049, grad_norm: 3.7647 2021-01-29 20:01:58,106 - mmaction - INFO - Epoch [32][2720/3757] lr: 1.000e-02, eta: 1 day, 12:29:00, time: 0.287, data_time: 0.024, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7539, loss_cls: 2.1482, loss: 2.1482, grad_norm: 3.7208 2021-01-29 20:02:04,492 - mmaction - INFO - Epoch [32][2740/3757] lr: 1.000e-02, eta: 1 day, 12:28:42, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.1587, loss: 2.1587, grad_norm: 3.7597 2021-01-29 20:02:10,320 - mmaction - INFO - Epoch [32][2760/3757] lr: 1.000e-02, eta: 1 day, 12:28:22, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7258, loss_cls: 2.2651, loss: 2.2651, grad_norm: 3.8547 2021-01-29 20:02:15,755 - mmaction - INFO - Epoch [32][2780/3757] lr: 1.000e-02, eta: 1 day, 12:28:01, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1866, loss: 2.1866, grad_norm: 3.6696 2021-01-29 20:02:21,770 - mmaction - INFO - Epoch [32][2800/3757] lr: 1.000e-02, eta: 1 day, 12:27:42, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7648, loss_cls: 2.0589, loss: 2.0589, grad_norm: 3.8323 2021-01-29 20:02:27,786 - mmaction - INFO - Epoch [32][2820/3757] lr: 1.000e-02, eta: 1 day, 12:27:23, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7273, loss_cls: 2.1849, loss: 2.1849, grad_norm: 3.8055 2021-01-29 20:02:33,734 - mmaction - INFO - Epoch [32][2840/3757] lr: 1.000e-02, eta: 1 day, 12:27:03, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.2632, loss: 2.2632, grad_norm: 3.7526 2021-01-29 20:02:40,000 - mmaction - INFO - Epoch [32][2860/3757] lr: 1.000e-02, eta: 1 day, 12:26:45, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1610, loss: 2.1610, grad_norm: 3.7835 2021-01-29 20:02:45,954 - mmaction - INFO - Epoch [32][2880/3757] lr: 1.000e-02, eta: 1 day, 12:26:25, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7219, loss_cls: 2.2466, loss: 2.2466, grad_norm: 3.8379 2021-01-29 20:02:51,396 - mmaction - INFO - Epoch [32][2900/3757] lr: 1.000e-02, eta: 1 day, 12:26:05, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.2254, loss: 2.2254, grad_norm: 3.8363 2021-01-29 20:02:57,714 - mmaction - INFO - Epoch [32][2920/3757] lr: 1.000e-02, eta: 1 day, 12:25:46, time: 0.316, data_time: 0.003, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2658, loss: 2.2658, grad_norm: 3.8083 2021-01-29 20:03:03,770 - mmaction - INFO - Epoch [32][2940/3757] lr: 1.000e-02, eta: 1 day, 12:25:27, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7594, loss_cls: 2.0925, loss: 2.0925, grad_norm: 3.9061 2021-01-29 20:03:10,276 - mmaction - INFO - Epoch [32][2960/3757] lr: 1.000e-02, eta: 1 day, 12:25:09, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1871, loss: 2.1871, grad_norm: 3.6927 2021-01-29 20:03:16,150 - mmaction - INFO - Epoch [32][2980/3757] lr: 1.000e-02, eta: 1 day, 12:24:49, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.1870, loss: 2.1870, grad_norm: 3.7601 2021-01-29 20:03:21,817 - mmaction - INFO - Epoch [32][3000/3757] lr: 1.000e-02, eta: 1 day, 12:24:29, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.1795, loss: 2.1795, grad_norm: 3.7408 2021-01-29 20:03:27,635 - mmaction - INFO - Epoch [32][3020/3757] lr: 1.000e-02, eta: 1 day, 12:24:09, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7422, loss_cls: 2.1461, loss: 2.1461, grad_norm: 3.8368 2021-01-29 20:03:34,128 - mmaction - INFO - Epoch [32][3040/3757] lr: 1.000e-02, eta: 1 day, 12:23:51, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7398, loss_cls: 2.2192, loss: 2.2192, grad_norm: 3.8140 2021-01-29 20:03:40,468 - mmaction - INFO - Epoch [32][3060/3757] lr: 1.000e-02, eta: 1 day, 12:23:33, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.1336, loss: 2.1336, grad_norm: 3.7162 2021-01-29 20:03:46,443 - mmaction - INFO - Epoch [32][3080/3757] lr: 1.000e-02, eta: 1 day, 12:23:13, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7391, loss_cls: 2.1020, loss: 2.1020, grad_norm: 3.8500 2021-01-29 20:03:51,812 - mmaction - INFO - Epoch [32][3100/3757] lr: 1.000e-02, eta: 1 day, 12:22:53, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7281, loss_cls: 2.2171, loss: 2.2171, grad_norm: 3.8909 2021-01-29 20:03:58,140 - mmaction - INFO - Epoch [32][3120/3757] lr: 1.000e-02, eta: 1 day, 12:22:34, time: 0.316, data_time: 0.003, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.1675, loss: 2.1675, grad_norm: 3.6408 2021-01-29 20:04:03,623 - mmaction - INFO - Epoch [32][3140/3757] lr: 1.000e-02, eta: 1 day, 12:22:14, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1493, loss: 2.1493, grad_norm: 3.8385 2021-01-29 20:04:09,136 - mmaction - INFO - Epoch [32][3160/3757] lr: 1.000e-02, eta: 1 day, 12:21:53, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7453, loss_cls: 2.1025, loss: 2.1025, grad_norm: 3.7878 2021-01-29 20:04:14,933 - mmaction - INFO - Epoch [32][3180/3757] lr: 1.000e-02, eta: 1 day, 12:21:34, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.2097, loss: 2.2097, grad_norm: 3.6942 2021-01-29 20:04:20,882 - mmaction - INFO - Epoch [32][3200/3757] lr: 1.000e-02, eta: 1 day, 12:21:14, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7578, loss_cls: 2.1227, loss: 2.1227, grad_norm: 3.9365 2021-01-29 20:04:27,177 - mmaction - INFO - Epoch [32][3220/3757] lr: 1.000e-02, eta: 1 day, 12:20:56, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7445, loss_cls: 2.1548, loss: 2.1548, grad_norm: 3.8327 2021-01-29 20:04:33,006 - mmaction - INFO - Epoch [32][3240/3757] lr: 1.000e-02, eta: 1 day, 12:20:36, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7500, loss_cls: 2.1071, loss: 2.1071, grad_norm: 3.8923 2021-01-29 20:04:39,025 - mmaction - INFO - Epoch [32][3260/3757] lr: 1.000e-02, eta: 1 day, 12:20:17, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7406, loss_cls: 2.1289, loss: 2.1289, grad_norm: 3.8422 2021-01-29 20:04:44,716 - mmaction - INFO - Epoch [32][3280/3757] lr: 1.000e-02, eta: 1 day, 12:19:57, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7602, loss_cls: 2.1299, loss: 2.1299, grad_norm: 3.9133 2021-01-29 20:04:50,452 - mmaction - INFO - Epoch [32][3300/3757] lr: 1.000e-02, eta: 1 day, 12:19:37, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7555, loss_cls: 2.1649, loss: 2.1649, grad_norm: 4.2533 2021-01-29 20:04:56,970 - mmaction - INFO - Epoch [32][3320/3757] lr: 1.000e-02, eta: 1 day, 12:19:19, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.1948, loss: 2.1948, grad_norm: 3.8074 2021-01-29 20:05:02,802 - mmaction - INFO - Epoch [32][3340/3757] lr: 1.000e-02, eta: 1 day, 12:18:59, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7359, loss_cls: 2.1499, loss: 2.1499, grad_norm: 3.7728 2021-01-29 20:05:08,851 - mmaction - INFO - Epoch [32][3360/3757] lr: 1.000e-02, eta: 1 day, 12:18:40, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7273, loss_cls: 2.2072, loss: 2.2072, grad_norm: 3.7543 2021-01-29 20:05:14,840 - mmaction - INFO - Epoch [32][3380/3757] lr: 1.000e-02, eta: 1 day, 12:18:21, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.8706 2021-01-29 20:05:20,726 - mmaction - INFO - Epoch [32][3400/3757] lr: 1.000e-02, eta: 1 day, 12:18:01, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.1930, loss: 2.1930, grad_norm: 4.0212 2021-01-29 20:05:26,393 - mmaction - INFO - Epoch [32][3420/3757] lr: 1.000e-02, eta: 1 day, 12:17:42, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.0729, loss: 2.0729, grad_norm: 3.6878 2021-01-29 20:05:32,858 - mmaction - INFO - Epoch [32][3440/3757] lr: 1.000e-02, eta: 1 day, 12:17:23, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7430, loss_cls: 2.2075, loss: 2.2075, grad_norm: 3.8316 2021-01-29 20:05:38,385 - mmaction - INFO - Epoch [32][3460/3757] lr: 1.000e-02, eta: 1 day, 12:17:03, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.1082, loss: 2.1082, grad_norm: 3.6953 2021-01-29 20:05:43,995 - mmaction - INFO - Epoch [32][3480/3757] lr: 1.000e-02, eta: 1 day, 12:16:43, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.1152, loss: 2.1152, grad_norm: 3.7892 2021-01-29 20:05:49,387 - mmaction - INFO - Epoch [32][3500/3757] lr: 1.000e-02, eta: 1 day, 12:16:23, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7227, loss_cls: 2.2461, loss: 2.2461, grad_norm: 3.7273 2021-01-29 20:05:55,552 - mmaction - INFO - Epoch [32][3520/3757] lr: 1.000e-02, eta: 1 day, 12:16:04, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1730, loss: 2.1730, grad_norm: 3.6508 2021-01-29 20:06:01,713 - mmaction - INFO - Epoch [32][3540/3757] lr: 1.000e-02, eta: 1 day, 12:15:45, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.4703, top5_acc: 0.7375, loss_cls: 2.2363, loss: 2.2363, grad_norm: 3.8327 2021-01-29 20:06:08,224 - mmaction - INFO - Epoch [32][3560/3757] lr: 1.000e-02, eta: 1 day, 12:15:27, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1164, loss: 2.1164, grad_norm: 3.6797 2021-01-29 20:06:13,863 - mmaction - INFO - Epoch [32][3580/3757] lr: 1.000e-02, eta: 1 day, 12:15:07, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1689, loss: 2.1689, grad_norm: 3.7432 2021-01-29 20:06:20,219 - mmaction - INFO - Epoch [32][3600/3757] lr: 1.000e-02, eta: 1 day, 12:14:48, time: 0.319, data_time: 0.003, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7336, loss_cls: 2.2075, loss: 2.2075, grad_norm: 3.8087 2021-01-29 20:06:26,293 - mmaction - INFO - Epoch [32][3620/3757] lr: 1.000e-02, eta: 1 day, 12:14:29, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7367, loss_cls: 2.1725, loss: 2.1725, grad_norm: 3.8003 2021-01-29 20:06:31,652 - mmaction - INFO - Epoch [32][3640/3757] lr: 1.000e-02, eta: 1 day, 12:14:09, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.2352, loss: 2.2352, grad_norm: 3.8989 2021-01-29 20:06:38,136 - mmaction - INFO - Epoch [32][3660/3757] lr: 1.000e-02, eta: 1 day, 12:13:51, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2669, loss: 2.2669, grad_norm: 3.8515 2021-01-29 20:06:43,642 - mmaction - INFO - Epoch [32][3680/3757] lr: 1.000e-02, eta: 1 day, 12:13:31, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7516, loss_cls: 2.1608, loss: 2.1608, grad_norm: 3.5602 2021-01-29 20:06:49,730 - mmaction - INFO - Epoch [32][3700/3757] lr: 1.000e-02, eta: 1 day, 12:13:12, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1201, loss: 2.1201, grad_norm: 3.7624 2021-01-29 20:06:55,732 - mmaction - INFO - Epoch [32][3720/3757] lr: 1.000e-02, eta: 1 day, 12:12:52, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0840, loss: 2.0840, grad_norm: 3.6533 2021-01-29 20:07:01,532 - mmaction - INFO - Epoch [32][3740/3757] lr: 1.000e-02, eta: 1 day, 12:12:33, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7328, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.8973 2021-01-29 20:07:25,721 - mmaction - INFO - Saving checkpoint at 32 epochs 2021-01-29 20:19:13,526 - mmaction - INFO - Epoch [33][20/3757] lr: 1.000e-02, eta: 1 day, 12:36:37, time: 35.367, data_time: 34.868, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7555, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.7495 2021-01-29 20:19:17,663 - mmaction - INFO - Epoch [33][40/3757] lr: 1.000e-02, eta: 1 day, 12:36:14, time: 0.221, data_time: 0.018, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.1394, loss: 2.1394, grad_norm: 3.7536 2021-01-29 20:19:21,869 - mmaction - INFO - Epoch [33][60/3757] lr: 1.000e-02, eta: 1 day, 12:35:51, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7406, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.8038 2021-01-29 20:19:25,995 - mmaction - INFO - Epoch [33][80/3757] lr: 1.000e-02, eta: 1 day, 12:35:27, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.1104, loss: 2.1104, grad_norm: 3.7011 2021-01-29 20:19:30,140 - mmaction - INFO - Epoch [33][100/3757] lr: 1.000e-02, eta: 1 day, 12:35:04, time: 0.207, data_time: 0.004, memory: 3385, top1_acc: 0.5250, top5_acc: 0.7586, loss_cls: 2.0603, loss: 2.0603, grad_norm: 3.7305 2021-01-29 20:19:34,288 - mmaction - INFO - Epoch [33][120/3757] lr: 1.000e-02, eta: 1 day, 12:34:40, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7336, loss_cls: 2.1601, loss: 2.1601, grad_norm: 3.8061 2021-01-29 20:19:38,424 - mmaction - INFO - Epoch [33][140/3757] lr: 1.000e-02, eta: 1 day, 12:34:17, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.0799, loss: 2.0799, grad_norm: 3.8255 2021-01-29 20:19:42,648 - mmaction - INFO - Epoch [33][160/3757] lr: 1.000e-02, eta: 1 day, 12:33:54, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.7912 2021-01-29 20:19:46,779 - mmaction - INFO - Epoch [33][180/3757] lr: 1.000e-02, eta: 1 day, 12:33:30, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7672, loss_cls: 2.0142, loss: 2.0142, grad_norm: 3.7697 2021-01-29 20:19:51,008 - mmaction - INFO - Epoch [33][200/3757] lr: 1.000e-02, eta: 1 day, 12:33:07, time: 0.211, data_time: 0.000, memory: 3385, top1_acc: 0.5359, top5_acc: 0.7570, loss_cls: 2.0288, loss: 2.0288, grad_norm: 3.8002 2021-01-29 20:19:55,144 - mmaction - INFO - Epoch [33][220/3757] lr: 1.000e-02, eta: 1 day, 12:32:44, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7102, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.9446 2021-01-29 20:19:59,274 - mmaction - INFO - Epoch [33][240/3757] lr: 1.000e-02, eta: 1 day, 12:32:20, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.0965, loss: 2.0965, grad_norm: 3.9642 2021-01-29 20:20:03,616 - mmaction - INFO - Epoch [33][260/3757] lr: 1.000e-02, eta: 1 day, 12:31:57, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.8411 2021-01-29 20:20:07,890 - mmaction - INFO - Epoch [33][280/3757] lr: 1.000e-02, eta: 1 day, 12:31:34, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7539, loss_cls: 2.0145, loss: 2.0145, grad_norm: 3.7310 2021-01-29 20:20:12,198 - mmaction - INFO - Epoch [33][300/3757] lr: 1.000e-02, eta: 1 day, 12:31:11, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7469, loss_cls: 2.0866, loss: 2.0866, grad_norm: 3.8020 2021-01-29 20:20:16,415 - mmaction - INFO - Epoch [33][320/3757] lr: 1.000e-02, eta: 1 day, 12:30:48, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.2274, loss: 2.2274, grad_norm: 3.8707 2021-01-29 20:20:20,604 - mmaction - INFO - Epoch [33][340/3757] lr: 1.000e-02, eta: 1 day, 12:30:25, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7672, loss_cls: 2.0355, loss: 2.0355, grad_norm: 3.8446 2021-01-29 20:20:24,891 - mmaction - INFO - Epoch [33][360/3757] lr: 1.000e-02, eta: 1 day, 12:30:02, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.1533, loss: 2.1533, grad_norm: 3.8054 2021-01-29 20:20:29,168 - mmaction - INFO - Epoch [33][380/3757] lr: 1.000e-02, eta: 1 day, 12:29:39, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7242, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.7463 2021-01-29 20:20:33,676 - mmaction - INFO - Epoch [33][400/3757] lr: 1.000e-02, eta: 1 day, 12:29:16, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.1270, loss: 2.1270, grad_norm: 3.8189 2021-01-29 20:20:37,973 - mmaction - INFO - Epoch [33][420/3757] lr: 1.000e-02, eta: 1 day, 12:28:53, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.8586 2021-01-29 20:20:42,477 - mmaction - INFO - Epoch [33][440/3757] lr: 1.000e-02, eta: 1 day, 12:28:31, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7219, loss_cls: 2.1756, loss: 2.1756, grad_norm: 3.7629 2021-01-29 20:20:47,100 - mmaction - INFO - Epoch [33][460/3757] lr: 1.000e-02, eta: 1 day, 12:28:08, time: 0.231, data_time: 0.002, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.0733, loss: 2.0733, grad_norm: 3.8176 2021-01-29 20:20:51,599 - mmaction - INFO - Epoch [33][480/3757] lr: 1.000e-02, eta: 1 day, 12:27:46, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.1471, loss: 2.1471, grad_norm: 3.7558 2021-01-29 20:20:56,421 - mmaction - INFO - Epoch [33][500/3757] lr: 1.000e-02, eta: 1 day, 12:27:24, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.1659, loss: 2.1659, grad_norm: 3.8986 2021-01-29 20:21:01,312 - mmaction - INFO - Epoch [33][520/3757] lr: 1.000e-02, eta: 1 day, 12:27:02, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1540, loss: 2.1540, grad_norm: 3.8674 2021-01-29 20:21:07,430 - mmaction - INFO - Epoch [33][540/3757] lr: 1.000e-02, eta: 1 day, 12:26:43, time: 0.305, data_time: 0.005, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2410, loss: 2.2410, grad_norm: 3.9632 2021-01-29 20:21:12,520 - mmaction - INFO - Epoch [33][560/3757] lr: 1.000e-02, eta: 1 day, 12:26:22, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.2072, loss: 2.2072, grad_norm: 3.9159 2021-01-29 20:21:17,743 - mmaction - INFO - Epoch [33][580/3757] lr: 1.000e-02, eta: 1 day, 12:26:01, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7500, loss_cls: 2.1622, loss: 2.1622, grad_norm: 3.9007 2021-01-29 20:21:22,501 - mmaction - INFO - Epoch [33][600/3757] lr: 1.000e-02, eta: 1 day, 12:25:39, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1187, loss: 2.1187, grad_norm: 3.7748 2021-01-29 20:21:27,123 - mmaction - INFO - Epoch [33][620/3757] lr: 1.000e-02, eta: 1 day, 12:25:17, time: 0.231, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.1941, loss: 2.1941, grad_norm: 3.8179 2021-01-29 20:21:33,105 - mmaction - INFO - Epoch [33][640/3757] lr: 1.000e-02, eta: 1 day, 12:24:57, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7438, loss_cls: 2.1544, loss: 2.1544, grad_norm: 3.7337 2021-01-29 20:21:38,647 - mmaction - INFO - Epoch [33][660/3757] lr: 1.000e-02, eta: 1 day, 12:24:37, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1751, loss: 2.1751, grad_norm: 4.0676 2021-01-29 20:21:43,950 - mmaction - INFO - Epoch [33][680/3757] lr: 1.000e-02, eta: 1 day, 12:24:16, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.2805, loss: 2.2805, grad_norm: 4.9313 2021-01-29 20:21:50,342 - mmaction - INFO - Epoch [33][700/3757] lr: 1.000e-02, eta: 1 day, 12:23:58, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7375, loss_cls: 2.1380, loss: 2.1380, grad_norm: 3.7155 2021-01-29 20:21:55,568 - mmaction - INFO - Epoch [33][720/3757] lr: 1.000e-02, eta: 1 day, 12:23:37, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7305, loss_cls: 2.2292, loss: 2.2292, grad_norm: 3.9048 2021-01-29 20:22:01,301 - mmaction - INFO - Epoch [33][740/3757] lr: 1.000e-02, eta: 1 day, 12:23:17, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7320, loss_cls: 2.1564, loss: 2.1564, grad_norm: 3.8548 2021-01-29 20:22:06,673 - mmaction - INFO - Epoch [33][760/3757] lr: 1.000e-02, eta: 1 day, 12:22:56, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7531, loss_cls: 2.1632, loss: 2.1632, grad_norm: 3.7183 2021-01-29 20:22:11,916 - mmaction - INFO - Epoch [33][780/3757] lr: 1.000e-02, eta: 1 day, 12:22:35, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7219, loss_cls: 2.1905, loss: 2.1905, grad_norm: 3.9129 2021-01-29 20:22:18,182 - mmaction - INFO - Epoch [33][800/3757] lr: 1.000e-02, eta: 1 day, 12:22:17, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7336, loss_cls: 2.1844, loss: 2.1844, grad_norm: 4.1155 2021-01-29 20:22:23,293 - mmaction - INFO - Epoch [33][820/3757] lr: 1.000e-02, eta: 1 day, 12:21:55, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7539, loss_cls: 2.0208, loss: 2.0208, grad_norm: 3.8433 2021-01-29 20:22:29,473 - mmaction - INFO - Epoch [33][840/3757] lr: 1.000e-02, eta: 1 day, 12:21:37, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7547, loss_cls: 2.0640, loss: 2.0640, grad_norm: 3.7186 2021-01-29 20:22:34,735 - mmaction - INFO - Epoch [33][860/3757] lr: 1.000e-02, eta: 1 day, 12:21:16, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.1606, loss: 2.1606, grad_norm: 3.8835 2021-01-29 20:22:40,998 - mmaction - INFO - Epoch [33][880/3757] lr: 1.000e-02, eta: 1 day, 12:20:57, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7453, loss_cls: 2.1707, loss: 2.1707, grad_norm: 4.0066 2021-01-29 20:22:46,529 - mmaction - INFO - Epoch [33][900/3757] lr: 1.000e-02, eta: 1 day, 12:20:37, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1713, loss: 2.1713, grad_norm: 3.8249 2021-01-29 20:22:52,160 - mmaction - INFO - Epoch [33][920/3757] lr: 1.000e-02, eta: 1 day, 12:20:17, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.7534 2021-01-29 20:22:58,037 - mmaction - INFO - Epoch [33][940/3757] lr: 1.000e-02, eta: 1 day, 12:19:57, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.2326, loss: 2.2326, grad_norm: 3.8485 2021-01-29 20:23:03,820 - mmaction - INFO - Epoch [33][960/3757] lr: 1.000e-02, eta: 1 day, 12:19:37, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7602, loss_cls: 2.0335, loss: 2.0335, grad_norm: 3.7673 2021-01-29 20:23:09,972 - mmaction - INFO - Epoch [33][980/3757] lr: 1.000e-02, eta: 1 day, 12:19:18, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7422, loss_cls: 2.1424, loss: 2.1424, grad_norm: 3.7659 2021-01-29 20:23:15,201 - mmaction - INFO - Epoch [33][1000/3757] lr: 1.000e-02, eta: 1 day, 12:18:58, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7500, loss_cls: 2.1017, loss: 2.1017, grad_norm: 3.8414 2021-01-29 20:23:21,721 - mmaction - INFO - Epoch [33][1020/3757] lr: 1.000e-02, eta: 1 day, 12:18:39, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1122, loss: 2.1122, grad_norm: 3.7720 2021-01-29 20:23:27,003 - mmaction - INFO - Epoch [33][1040/3757] lr: 1.000e-02, eta: 1 day, 12:18:19, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.0600, loss: 2.0600, grad_norm: 3.8152 2021-01-29 20:23:32,723 - mmaction - INFO - Epoch [33][1060/3757] lr: 1.000e-02, eta: 1 day, 12:17:59, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7250, loss_cls: 2.2026, loss: 2.2026, grad_norm: 3.7671 2021-01-29 20:23:38,987 - mmaction - INFO - Epoch [33][1080/3757] lr: 1.000e-02, eta: 1 day, 12:17:40, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2350, loss: 2.2350, grad_norm: 3.8553 2021-01-29 20:23:44,700 - mmaction - INFO - Epoch [33][1100/3757] lr: 1.000e-02, eta: 1 day, 12:17:20, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5289, top5_acc: 0.7523, loss_cls: 2.0463, loss: 2.0463, grad_norm: 3.7627 2021-01-29 20:23:50,425 - mmaction - INFO - Epoch [33][1120/3757] lr: 1.000e-02, eta: 1 day, 12:17:01, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7508, loss_cls: 2.1291, loss: 2.1291, grad_norm: 3.9086 2021-01-29 20:23:56,650 - mmaction - INFO - Epoch [33][1140/3757] lr: 1.000e-02, eta: 1 day, 12:16:42, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.2569, loss: 2.2569, grad_norm: 3.7285 2021-01-29 20:24:02,873 - mmaction - INFO - Epoch [33][1160/3757] lr: 1.000e-02, eta: 1 day, 12:16:23, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2296, loss: 2.2296, grad_norm: 3.7466 2021-01-29 20:24:08,802 - mmaction - INFO - Epoch [33][1180/3757] lr: 1.000e-02, eta: 1 day, 12:16:04, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.1302, loss: 2.1302, grad_norm: 3.6302 2021-01-29 20:24:14,288 - mmaction - INFO - Epoch [33][1200/3757] lr: 1.000e-02, eta: 1 day, 12:15:43, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7414, loss_cls: 2.2138, loss: 2.2138, grad_norm: 3.9144 2021-01-29 20:24:20,323 - mmaction - INFO - Epoch [33][1220/3757] lr: 1.000e-02, eta: 1 day, 12:15:24, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7500, loss_cls: 2.1128, loss: 2.1128, grad_norm: 3.9130 2021-01-29 20:24:26,398 - mmaction - INFO - Epoch [33][1240/3757] lr: 1.000e-02, eta: 1 day, 12:15:05, time: 0.304, data_time: 0.004, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7461, loss_cls: 2.1633, loss: 2.1633, grad_norm: 3.8187 2021-01-29 20:24:32,146 - mmaction - INFO - Epoch [33][1260/3757] lr: 1.000e-02, eta: 1 day, 12:14:45, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.2798, loss: 2.2798, grad_norm: 3.9100 2021-01-29 20:24:37,719 - mmaction - INFO - Epoch [33][1280/3757] lr: 1.000e-02, eta: 1 day, 12:14:25, time: 0.279, data_time: 0.006, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1740, loss: 2.1740, grad_norm: 3.8526 2021-01-29 20:24:43,394 - mmaction - INFO - Epoch [33][1300/3757] lr: 1.000e-02, eta: 1 day, 12:14:06, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7445, loss_cls: 2.0938, loss: 2.0938, grad_norm: 3.7456 2021-01-29 20:24:49,179 - mmaction - INFO - Epoch [33][1320/3757] lr: 1.000e-02, eta: 1 day, 12:13:46, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7555, loss_cls: 2.1106, loss: 2.1106, grad_norm: 3.7615 2021-01-29 20:24:55,318 - mmaction - INFO - Epoch [33][1340/3757] lr: 1.000e-02, eta: 1 day, 12:13:27, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.1666, loss: 2.1666, grad_norm: 3.7887 2021-01-29 20:25:01,324 - mmaction - INFO - Epoch [33][1360/3757] lr: 1.000e-02, eta: 1 day, 12:13:08, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.2040, loss: 2.2040, grad_norm: 3.8503 2021-01-29 20:25:07,132 - mmaction - INFO - Epoch [33][1380/3757] lr: 1.000e-02, eta: 1 day, 12:12:48, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7578, loss_cls: 2.0483, loss: 2.0483, grad_norm: 3.7436 2021-01-29 20:25:13,927 - mmaction - INFO - Epoch [33][1400/3757] lr: 1.000e-02, eta: 1 day, 12:12:31, time: 0.340, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7430, loss_cls: 2.1577, loss: 2.1577, grad_norm: 3.8057 2021-01-29 20:25:20,338 - mmaction - INFO - Epoch [33][1420/3757] lr: 1.000e-02, eta: 1 day, 12:12:12, time: 0.320, data_time: 0.004, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1658, loss: 2.1658, grad_norm: 3.8649 2021-01-29 20:25:26,285 - mmaction - INFO - Epoch [33][1440/3757] lr: 1.000e-02, eta: 1 day, 12:11:53, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1624, loss: 2.1624, grad_norm: 3.8665 2021-01-29 20:25:31,895 - mmaction - INFO - Epoch [33][1460/3757] lr: 1.000e-02, eta: 1 day, 12:11:33, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0480, loss: 2.0480, grad_norm: 3.8531 2021-01-29 20:25:38,380 - mmaction - INFO - Epoch [33][1480/3757] lr: 1.000e-02, eta: 1 day, 12:11:15, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.1021, loss: 2.1021, grad_norm: 3.8311 2021-01-29 20:25:44,604 - mmaction - INFO - Epoch [33][1500/3757] lr: 1.000e-02, eta: 1 day, 12:10:56, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7625, loss_cls: 2.1237, loss: 2.1237, grad_norm: 3.7340 2021-01-29 20:25:51,327 - mmaction - INFO - Epoch [33][1520/3757] lr: 1.000e-02, eta: 1 day, 12:10:39, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.5359, top5_acc: 0.7406, loss_cls: 2.0697, loss: 2.0697, grad_norm: 3.7799 2021-01-29 20:25:57,392 - mmaction - INFO - Epoch [33][1540/3757] lr: 1.000e-02, eta: 1 day, 12:10:20, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7664, loss_cls: 2.0799, loss: 2.0799, grad_norm: 3.9128 2021-01-29 20:26:03,111 - mmaction - INFO - Epoch [33][1560/3757] lr: 1.000e-02, eta: 1 day, 12:10:00, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.8724 2021-01-29 20:26:09,435 - mmaction - INFO - Epoch [33][1580/3757] lr: 1.000e-02, eta: 1 day, 12:09:42, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.2332, loss: 2.2332, grad_norm: 3.7103 2021-01-29 20:26:15,193 - mmaction - INFO - Epoch [33][1600/3757] lr: 1.000e-02, eta: 1 day, 12:09:22, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.0534, loss: 2.0534, grad_norm: 3.8768 2021-01-29 20:26:21,291 - mmaction - INFO - Epoch [33][1620/3757] lr: 1.000e-02, eta: 1 day, 12:09:03, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1864, loss: 2.1864, grad_norm: 3.7890 2021-01-29 20:26:28,141 - mmaction - INFO - Epoch [33][1640/3757] lr: 1.000e-02, eta: 1 day, 12:08:46, time: 0.343, data_time: 0.002, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7523, loss_cls: 2.1951, loss: 2.1951, grad_norm: 3.8801 2021-01-29 20:26:33,939 - mmaction - INFO - Epoch [33][1660/3757] lr: 1.000e-02, eta: 1 day, 12:08:26, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7555, loss_cls: 2.1089, loss: 2.1089, grad_norm: 3.6943 2021-01-29 20:26:40,232 - mmaction - INFO - Epoch [33][1680/3757] lr: 1.000e-02, eta: 1 day, 12:08:08, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1755, loss: 2.1755, grad_norm: 3.9796 2021-01-29 20:26:46,699 - mmaction - INFO - Epoch [33][1700/3757] lr: 1.000e-02, eta: 1 day, 12:07:50, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7188, loss_cls: 2.2183, loss: 2.2183, grad_norm: 3.9446 2021-01-29 20:26:52,682 - mmaction - INFO - Epoch [33][1720/3757] lr: 1.000e-02, eta: 1 day, 12:07:31, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7383, loss_cls: 2.1481, loss: 2.1481, grad_norm: 3.6772 2021-01-29 20:26:58,917 - mmaction - INFO - Epoch [33][1740/3757] lr: 1.000e-02, eta: 1 day, 12:07:12, time: 0.311, data_time: 0.004, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.1532, loss: 2.1532, grad_norm: 3.8230 2021-01-29 20:27:05,044 - mmaction - INFO - Epoch [33][1760/3757] lr: 1.000e-02, eta: 1 day, 12:06:53, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.8533 2021-01-29 20:27:11,655 - mmaction - INFO - Epoch [33][1780/3757] lr: 1.000e-02, eta: 1 day, 12:06:35, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 2.0668, loss: 2.0668, grad_norm: 3.7597 2021-01-29 20:27:18,179 - mmaction - INFO - Epoch [33][1800/3757] lr: 1.000e-02, eta: 1 day, 12:06:17, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7508, loss_cls: 2.1253, loss: 2.1253, grad_norm: 4.0154 2021-01-29 20:27:24,564 - mmaction - INFO - Epoch [33][1820/3757] lr: 1.000e-02, eta: 1 day, 12:05:59, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7219, loss_cls: 2.2439, loss: 2.2439, grad_norm: 4.1322 2021-01-29 20:27:30,481 - mmaction - INFO - Epoch [33][1840/3757] lr: 1.000e-02, eta: 1 day, 12:05:40, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1699, loss: 2.1699, grad_norm: 3.8692 2021-01-29 20:27:37,136 - mmaction - INFO - Epoch [33][1860/3757] lr: 1.000e-02, eta: 1 day, 12:05:22, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.7919 2021-01-29 20:27:42,808 - mmaction - INFO - Epoch [33][1880/3757] lr: 1.000e-02, eta: 1 day, 12:05:02, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7625, loss_cls: 2.0833, loss: 2.0833, grad_norm: 3.7089 2021-01-29 20:27:48,944 - mmaction - INFO - Epoch [33][1900/3757] lr: 1.000e-02, eta: 1 day, 12:04:44, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0772, loss: 2.0772, grad_norm: 3.7352 2021-01-29 20:27:54,963 - mmaction - INFO - Epoch [33][1920/3757] lr: 1.000e-02, eta: 1 day, 12:04:25, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1629, loss: 2.1629, grad_norm: 3.7550 2021-01-29 20:28:00,768 - mmaction - INFO - Epoch [33][1940/3757] lr: 1.000e-02, eta: 1 day, 12:04:05, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7391, loss_cls: 2.2158, loss: 2.2158, grad_norm: 3.8179 2021-01-29 20:28:07,269 - mmaction - INFO - Epoch [33][1960/3757] lr: 1.000e-02, eta: 1 day, 12:03:47, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.1174, loss: 2.1174, grad_norm: 4.0900 2021-01-29 20:28:13,543 - mmaction - INFO - Epoch [33][1980/3757] lr: 1.000e-02, eta: 1 day, 12:03:29, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7586, loss_cls: 2.0855, loss: 2.0855, grad_norm: 3.7696 2021-01-29 20:28:20,218 - mmaction - INFO - Epoch [33][2000/3757] lr: 1.000e-02, eta: 1 day, 12:03:11, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1678, loss: 2.1678, grad_norm: 3.7800 2021-01-29 20:28:26,958 - mmaction - INFO - Epoch [33][2020/3757] lr: 1.000e-02, eta: 1 day, 12:02:53, time: 0.337, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.1727, loss: 2.1727, grad_norm: 3.7285 2021-01-29 20:28:33,284 - mmaction - INFO - Epoch [33][2040/3757] lr: 1.000e-02, eta: 1 day, 12:02:35, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7547, loss_cls: 2.1619, loss: 2.1619, grad_norm: 3.8996 2021-01-29 20:28:39,285 - mmaction - INFO - Epoch [33][2060/3757] lr: 1.000e-02, eta: 1 day, 12:02:16, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7258, loss_cls: 2.1394, loss: 2.1394, grad_norm: 3.7780 2021-01-29 20:28:45,652 - mmaction - INFO - Epoch [33][2080/3757] lr: 1.000e-02, eta: 1 day, 12:01:58, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.1416, loss: 2.1416, grad_norm: 3.7139 2021-01-29 20:28:52,043 - mmaction - INFO - Epoch [33][2100/3757] lr: 1.000e-02, eta: 1 day, 12:01:40, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1929, loss: 2.1929, grad_norm: 3.8219 2021-01-29 20:28:58,070 - mmaction - INFO - Epoch [33][2120/3757] lr: 1.000e-02, eta: 1 day, 12:01:21, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7320, loss_cls: 2.1579, loss: 2.1579, grad_norm: 3.6734 2021-01-29 20:29:04,253 - mmaction - INFO - Epoch [33][2140/3757] lr: 1.000e-02, eta: 1 day, 12:01:02, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.2250, loss: 2.2250, grad_norm: 3.9175 2021-01-29 20:29:10,139 - mmaction - INFO - Epoch [33][2160/3757] lr: 1.000e-02, eta: 1 day, 12:00:43, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7523, loss_cls: 2.1600, loss: 2.1600, grad_norm: 3.6794 2021-01-29 20:29:16,668 - mmaction - INFO - Epoch [33][2180/3757] lr: 1.000e-02, eta: 1 day, 12:00:25, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.1850, loss: 2.1850, grad_norm: 3.7681 2021-01-29 20:29:22,388 - mmaction - INFO - Epoch [33][2200/3757] lr: 1.000e-02, eta: 1 day, 12:00:05, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7500, loss_cls: 2.0875, loss: 2.0875, grad_norm: 3.8708 2021-01-29 20:29:28,531 - mmaction - INFO - Epoch [33][2220/3757] lr: 1.000e-02, eta: 1 day, 11:59:47, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7570, loss_cls: 2.0595, loss: 2.0595, grad_norm: 3.8721 2021-01-29 20:29:35,086 - mmaction - INFO - Epoch [33][2240/3757] lr: 1.000e-02, eta: 1 day, 11:59:29, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7594, loss_cls: 2.0964, loss: 2.0964, grad_norm: 3.8542 2021-01-29 20:29:40,945 - mmaction - INFO - Epoch [33][2260/3757] lr: 1.000e-02, eta: 1 day, 11:59:09, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.2253, loss: 2.2253, grad_norm: 3.7668 2021-01-29 20:29:47,462 - mmaction - INFO - Epoch [33][2280/3757] lr: 1.000e-02, eta: 1 day, 11:58:52, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7383, loss_cls: 2.2121, loss: 2.2121, grad_norm: 3.7347 2021-01-29 20:29:53,683 - mmaction - INFO - Epoch [33][2300/3757] lr: 1.000e-02, eta: 1 day, 11:58:33, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7555, loss_cls: 2.1244, loss: 2.1244, grad_norm: 3.9288 2021-01-29 20:29:59,975 - mmaction - INFO - Epoch [33][2320/3757] lr: 1.000e-02, eta: 1 day, 11:58:15, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2145, loss: 2.2145, grad_norm: 3.7512 2021-01-29 20:30:05,743 - mmaction - INFO - Epoch [33][2340/3757] lr: 1.000e-02, eta: 1 day, 11:57:55, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7406, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.8154 2021-01-29 20:30:12,086 - mmaction - INFO - Epoch [33][2360/3757] lr: 1.000e-02, eta: 1 day, 11:57:37, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1411, loss: 2.1411, grad_norm: 3.6502 2021-01-29 20:30:18,577 - mmaction - INFO - Epoch [33][2380/3757] lr: 1.000e-02, eta: 1 day, 11:57:19, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.1412, loss: 2.1412, grad_norm: 3.7412 2021-01-29 20:30:24,908 - mmaction - INFO - Epoch [33][2400/3757] lr: 1.000e-02, eta: 1 day, 11:57:01, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7508, loss_cls: 2.1344, loss: 2.1344, grad_norm: 3.8829 2021-01-29 20:30:31,104 - mmaction - INFO - Epoch [33][2420/3757] lr: 1.000e-02, eta: 1 day, 11:56:42, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7547, loss_cls: 2.1187, loss: 2.1187, grad_norm: 3.8855 2021-01-29 20:30:37,999 - mmaction - INFO - Epoch [33][2440/3757] lr: 1.000e-02, eta: 1 day, 11:56:25, time: 0.345, data_time: 0.002, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.9094 2021-01-29 20:30:43,486 - mmaction - INFO - Epoch [33][2460/3757] lr: 1.000e-02, eta: 1 day, 11:56:05, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7281, loss_cls: 2.2055, loss: 2.2055, grad_norm: 3.7518 2021-01-29 20:30:50,245 - mmaction - INFO - Epoch [33][2480/3757] lr: 1.000e-02, eta: 1 day, 11:55:48, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.1482, loss: 2.1482, grad_norm: 3.7479 2021-01-29 20:30:55,825 - mmaction - INFO - Epoch [33][2500/3757] lr: 1.000e-02, eta: 1 day, 11:55:28, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.1690, loss: 2.1690, grad_norm: 3.9051 2021-01-29 20:31:01,885 - mmaction - INFO - Epoch [33][2520/3757] lr: 1.000e-02, eta: 1 day, 11:55:09, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.3399, loss: 2.3399, grad_norm: 3.8187 2021-01-29 20:31:08,329 - mmaction - INFO - Epoch [33][2540/3757] lr: 1.000e-02, eta: 1 day, 11:54:51, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7430, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.7962 2021-01-29 20:31:14,314 - mmaction - INFO - Epoch [33][2560/3757] lr: 1.000e-02, eta: 1 day, 11:54:32, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7555, loss_cls: 2.1167, loss: 2.1167, grad_norm: 3.7491 2021-01-29 20:31:20,939 - mmaction - INFO - Epoch [33][2580/3757] lr: 1.000e-02, eta: 1 day, 11:54:14, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7672, loss_cls: 2.0547, loss: 2.0547, grad_norm: 3.7458 2021-01-29 20:31:27,366 - mmaction - INFO - Epoch [33][2600/3757] lr: 1.000e-02, eta: 1 day, 11:53:56, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.9535 2021-01-29 20:31:33,243 - mmaction - INFO - Epoch [33][2620/3757] lr: 1.000e-02, eta: 1 day, 11:53:37, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7430, loss_cls: 2.2213, loss: 2.2213, grad_norm: 3.6895 2021-01-29 20:31:39,826 - mmaction - INFO - Epoch [33][2640/3757] lr: 1.000e-02, eta: 1 day, 11:53:20, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7320, loss_cls: 2.1449, loss: 2.1449, grad_norm: 3.6665 2021-01-29 20:31:45,929 - mmaction - INFO - Epoch [33][2660/3757] lr: 1.000e-02, eta: 1 day, 11:53:01, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1943, loss: 2.1943, grad_norm: 3.7479 2021-01-29 20:31:51,688 - mmaction - INFO - Epoch [33][2680/3757] lr: 1.000e-02, eta: 1 day, 11:52:42, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7508, loss_cls: 2.0940, loss: 2.0940, grad_norm: 3.7198 2021-01-29 20:31:57,566 - mmaction - INFO - Epoch [33][2700/3757] lr: 1.000e-02, eta: 1 day, 11:52:22, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7406, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.7355 2021-01-29 20:32:03,764 - mmaction - INFO - Epoch [33][2720/3757] lr: 1.000e-02, eta: 1 day, 11:52:04, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7531, loss_cls: 2.1126, loss: 2.1126, grad_norm: 3.7331 2021-01-29 20:32:10,402 - mmaction - INFO - Epoch [33][2740/3757] lr: 1.000e-02, eta: 1 day, 11:51:46, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7453, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.7209 2021-01-29 20:32:16,463 - mmaction - INFO - Epoch [33][2760/3757] lr: 1.000e-02, eta: 1 day, 11:51:28, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.2937, loss: 2.2937, grad_norm: 3.9176 2021-01-29 20:32:22,484 - mmaction - INFO - Epoch [33][2780/3757] lr: 1.000e-02, eta: 1 day, 11:51:09, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.7296 2021-01-29 20:32:28,704 - mmaction - INFO - Epoch [33][2800/3757] lr: 1.000e-02, eta: 1 day, 11:50:50, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7414, loss_cls: 2.1272, loss: 2.1272, grad_norm: 3.9047 2021-01-29 20:32:35,082 - mmaction - INFO - Epoch [33][2820/3757] lr: 1.000e-02, eta: 1 day, 11:50:32, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7273, loss_cls: 2.1759, loss: 2.1759, grad_norm: 3.7222 2021-01-29 20:32:41,323 - mmaction - INFO - Epoch [33][2840/3757] lr: 1.000e-02, eta: 1 day, 11:50:14, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1222, loss: 2.1222, grad_norm: 3.6811 2021-01-29 20:32:48,208 - mmaction - INFO - Epoch [33][2860/3757] lr: 1.000e-02, eta: 1 day, 11:49:57, time: 0.344, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7602, loss_cls: 2.0738, loss: 2.0738, grad_norm: 3.7562 2021-01-29 20:32:54,251 - mmaction - INFO - Epoch [33][2880/3757] lr: 1.000e-02, eta: 1 day, 11:49:38, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7305, loss_cls: 2.2146, loss: 2.2146, grad_norm: 3.7849 2021-01-29 20:33:00,465 - mmaction - INFO - Epoch [33][2900/3757] lr: 1.000e-02, eta: 1 day, 11:49:20, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7445, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.7361 2021-01-29 20:33:06,230 - mmaction - INFO - Epoch [33][2920/3757] lr: 1.000e-02, eta: 1 day, 11:49:00, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7328, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.7394 2021-01-29 20:33:12,092 - mmaction - INFO - Epoch [33][2940/3757] lr: 1.000e-02, eta: 1 day, 11:48:41, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 2.0974, loss: 2.0974, grad_norm: 3.7787 2021-01-29 20:33:18,182 - mmaction - INFO - Epoch [33][2960/3757] lr: 1.000e-02, eta: 1 day, 11:48:23, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5328, top5_acc: 0.7469, loss_cls: 2.0847, loss: 2.0847, grad_norm: 3.6583 2021-01-29 20:33:24,851 - mmaction - INFO - Epoch [33][2980/3757] lr: 1.000e-02, eta: 1 day, 11:48:05, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.1601, loss: 2.1601, grad_norm: 3.6371 2021-01-29 20:33:30,800 - mmaction - INFO - Epoch [33][3000/3757] lr: 1.000e-02, eta: 1 day, 11:47:46, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.2143, loss: 2.2143, grad_norm: 3.7775 2021-01-29 20:33:37,082 - mmaction - INFO - Epoch [33][3020/3757] lr: 1.000e-02, eta: 1 day, 11:47:28, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5219, top5_acc: 0.7422, loss_cls: 2.0919, loss: 2.0919, grad_norm: 3.8480 2021-01-29 20:33:43,652 - mmaction - INFO - Epoch [33][3040/3757] lr: 1.000e-02, eta: 1 day, 11:47:10, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.5234, top5_acc: 0.7344, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.8589 2021-01-29 20:33:50,217 - mmaction - INFO - Epoch [33][3060/3757] lr: 1.000e-02, eta: 1 day, 11:46:53, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7438, loss_cls: 2.2498, loss: 2.2498, grad_norm: 4.1700 2021-01-29 20:33:56,276 - mmaction - INFO - Epoch [33][3080/3757] lr: 1.000e-02, eta: 1 day, 11:46:34, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1193, loss: 2.1193, grad_norm: 3.6666 2021-01-29 20:34:03,313 - mmaction - INFO - Epoch [33][3100/3757] lr: 1.000e-02, eta: 1 day, 11:46:17, time: 0.352, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.2651, loss: 2.2651, grad_norm: 3.9756 2021-01-29 20:34:09,803 - mmaction - INFO - Epoch [33][3120/3757] lr: 1.000e-02, eta: 1 day, 11:45:59, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1989, loss: 2.1989, grad_norm: 3.7590 2021-01-29 20:34:16,069 - mmaction - INFO - Epoch [33][3140/3757] lr: 1.000e-02, eta: 1 day, 11:45:41, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.1940, loss: 2.1940, grad_norm: 3.6986 2021-01-29 20:34:22,173 - mmaction - INFO - Epoch [33][3160/3757] lr: 1.000e-02, eta: 1 day, 11:45:22, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7531, loss_cls: 2.0980, loss: 2.0980, grad_norm: 3.6504 2021-01-29 20:34:27,994 - mmaction - INFO - Epoch [33][3180/3757] lr: 1.000e-02, eta: 1 day, 11:45:03, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.1859, loss: 2.1859, grad_norm: 3.9131 2021-01-29 20:34:33,919 - mmaction - INFO - Epoch [33][3200/3757] lr: 1.000e-02, eta: 1 day, 11:44:44, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7266, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.8314 2021-01-29 20:34:40,310 - mmaction - INFO - Epoch [33][3220/3757] lr: 1.000e-02, eta: 1 day, 11:44:26, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7148, loss_cls: 2.2251, loss: 2.2251, grad_norm: 3.8130 2021-01-29 20:34:46,762 - mmaction - INFO - Epoch [33][3240/3757] lr: 1.000e-02, eta: 1 day, 11:44:09, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0731, loss: 2.0731, grad_norm: 3.8558 2021-01-29 20:34:52,751 - mmaction - INFO - Epoch [33][3260/3757] lr: 1.000e-02, eta: 1 day, 11:43:50, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.0695, loss: 2.0695, grad_norm: 3.6537 2021-01-29 20:34:59,247 - mmaction - INFO - Epoch [33][3280/3757] lr: 1.000e-02, eta: 1 day, 11:43:32, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7445, loss_cls: 2.1067, loss: 2.1067, grad_norm: 3.8300 2021-01-29 20:35:05,543 - mmaction - INFO - Epoch [33][3300/3757] lr: 1.000e-02, eta: 1 day, 11:43:14, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7375, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.9985 2021-01-29 20:35:11,650 - mmaction - INFO - Epoch [33][3320/3757] lr: 1.000e-02, eta: 1 day, 11:42:55, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7477, loss_cls: 2.1245, loss: 2.1245, grad_norm: 3.8154 2021-01-29 20:35:18,198 - mmaction - INFO - Epoch [33][3340/3757] lr: 1.000e-02, eta: 1 day, 11:42:38, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1935, loss: 2.1935, grad_norm: 3.9224 2021-01-29 20:35:24,878 - mmaction - INFO - Epoch [33][3360/3757] lr: 1.000e-02, eta: 1 day, 11:42:20, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2170, loss: 2.2170, grad_norm: 4.0140 2021-01-29 20:35:31,217 - mmaction - INFO - Epoch [33][3380/3757] lr: 1.000e-02, eta: 1 day, 11:42:02, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7281, loss_cls: 2.2672, loss: 2.2672, grad_norm: 4.0384 2021-01-29 20:35:36,987 - mmaction - INFO - Epoch [33][3400/3757] lr: 1.000e-02, eta: 1 day, 11:41:43, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1661, loss: 2.1661, grad_norm: 3.8645 2021-01-29 20:35:43,084 - mmaction - INFO - Epoch [33][3420/3757] lr: 1.000e-02, eta: 1 day, 11:41:24, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5219, top5_acc: 0.7492, loss_cls: 2.0653, loss: 2.0653, grad_norm: 3.7781 2021-01-29 20:35:49,085 - mmaction - INFO - Epoch [33][3440/3757] lr: 1.000e-02, eta: 1 day, 11:41:06, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7320, loss_cls: 2.1507, loss: 2.1507, grad_norm: 3.8487 2021-01-29 20:35:55,980 - mmaction - INFO - Epoch [33][3460/3757] lr: 1.000e-02, eta: 1 day, 11:40:49, time: 0.344, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.1769, loss: 2.1769, grad_norm: 3.7729 2021-01-29 20:36:01,891 - mmaction - INFO - Epoch [33][3480/3757] lr: 1.000e-02, eta: 1 day, 11:40:30, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5414, top5_acc: 0.7570, loss_cls: 2.0074, loss: 2.0074, grad_norm: 3.7407 2021-01-29 20:36:08,318 - mmaction - INFO - Epoch [33][3500/3757] lr: 1.000e-02, eta: 1 day, 11:40:12, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.7824 2021-01-29 20:36:14,554 - mmaction - INFO - Epoch [33][3520/3757] lr: 1.000e-02, eta: 1 day, 11:39:54, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.4523, top5_acc: 0.7234, loss_cls: 2.2972, loss: 2.2972, grad_norm: 3.9026 2021-01-29 20:36:20,914 - mmaction - INFO - Epoch [33][3540/3757] lr: 1.000e-02, eta: 1 day, 11:39:36, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7297, loss_cls: 2.1951, loss: 2.1951, grad_norm: 3.7622 2021-01-29 20:36:26,707 - mmaction - INFO - Epoch [33][3560/3757] lr: 1.000e-02, eta: 1 day, 11:39:17, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7484, loss_cls: 2.1455, loss: 2.1455, grad_norm: 3.7992 2021-01-29 20:36:32,881 - mmaction - INFO - Epoch [33][3580/3757] lr: 1.000e-02, eta: 1 day, 11:38:58, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.1919, loss: 2.1919, grad_norm: 3.7482 2021-01-29 20:36:39,015 - mmaction - INFO - Epoch [33][3600/3757] lr: 1.000e-02, eta: 1 day, 11:38:40, time: 0.306, data_time: 0.000, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1003, loss: 2.1003, grad_norm: 3.8852 2021-01-29 20:36:45,550 - mmaction - INFO - Epoch [33][3620/3757] lr: 1.000e-02, eta: 1 day, 11:38:22, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7547, loss_cls: 2.1044, loss: 2.1044, grad_norm: 3.8011 2021-01-29 20:36:51,798 - mmaction - INFO - Epoch [33][3640/3757] lr: 1.000e-02, eta: 1 day, 11:38:04, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7570, loss_cls: 2.1520, loss: 2.1520, grad_norm: 3.9156 2021-01-29 20:36:58,035 - mmaction - INFO - Epoch [33][3660/3757] lr: 1.000e-02, eta: 1 day, 11:37:46, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.0987, loss: 2.0987, grad_norm: 3.8841 2021-01-29 20:37:04,034 - mmaction - INFO - Epoch [33][3680/3757] lr: 1.000e-02, eta: 1 day, 11:37:27, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7234, loss_cls: 2.2872, loss: 2.2872, grad_norm: 3.8551 2021-01-29 20:37:10,622 - mmaction - INFO - Epoch [33][3700/3757] lr: 1.000e-02, eta: 1 day, 11:37:10, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7461, loss_cls: 2.1018, loss: 2.1018, grad_norm: 3.9700 2021-01-29 20:37:17,108 - mmaction - INFO - Epoch [33][3720/3757] lr: 1.000e-02, eta: 1 day, 11:36:52, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7484, loss_cls: 2.1490, loss: 2.1490, grad_norm: 3.8616 2021-01-29 20:37:24,351 - mmaction - INFO - Epoch [33][3740/3757] lr: 1.000e-02, eta: 1 day, 11:36:36, time: 0.362, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7367, loss_cls: 2.1962, loss: 2.1962, grad_norm: 3.8312 2021-01-29 20:37:48,571 - mmaction - INFO - Saving checkpoint at 33 epochs 2021-01-29 20:50:46,122 - mmaction - INFO - Epoch [34][20/3757] lr: 1.000e-02, eta: 1 day, 12:01:55, time: 38.842, data_time: 38.288, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7398, loss_cls: 2.2023, loss: 2.2023, grad_norm: 3.9204 2021-01-29 20:50:50,255 - mmaction - INFO - Epoch [34][40/3757] lr: 1.000e-02, eta: 1 day, 12:01:33, time: 0.230, data_time: 0.025, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7273, loss_cls: 2.2712, loss: 2.2712, grad_norm: 3.9376 2021-01-29 20:50:54,358 - mmaction - INFO - Epoch [34][60/3757] lr: 1.000e-02, eta: 1 day, 12:01:11, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0825, loss: 2.0825, grad_norm: 3.8902 2021-01-29 20:50:58,630 - mmaction - INFO - Epoch [34][80/3757] lr: 1.000e-02, eta: 1 day, 12:00:48, time: 0.214, data_time: 0.005, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.1157, loss: 2.1157, grad_norm: 4.4959 2021-01-29 20:51:02,846 - mmaction - INFO - Epoch [34][100/3757] lr: 1.000e-02, eta: 1 day, 12:00:25, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7539, loss_cls: 2.0991, loss: 2.0991, grad_norm: 4.8180 2021-01-29 20:51:07,098 - mmaction - INFO - Epoch [34][120/3757] lr: 1.000e-02, eta: 1 day, 12:00:03, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7398, loss_cls: 2.1484, loss: 2.1484, grad_norm: 3.9441 2021-01-29 20:51:11,219 - mmaction - INFO - Epoch [34][140/3757] lr: 1.000e-02, eta: 1 day, 11:59:40, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7562, loss_cls: 2.0754, loss: 2.0754, grad_norm: 3.9812 2021-01-29 20:51:15,415 - mmaction - INFO - Epoch [34][160/3757] lr: 1.000e-02, eta: 1 day, 11:59:17, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7602, loss_cls: 2.1072, loss: 2.1072, grad_norm: 3.7413 2021-01-29 20:51:19,604 - mmaction - INFO - Epoch [34][180/3757] lr: 1.000e-02, eta: 1 day, 11:58:55, time: 0.213, data_time: 0.006, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0794, loss: 2.0794, grad_norm: 3.9000 2021-01-29 20:51:23,759 - mmaction - INFO - Epoch [34][200/3757] lr: 1.000e-02, eta: 1 day, 11:58:32, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5281, top5_acc: 0.7508, loss_cls: 2.0994, loss: 2.0994, grad_norm: 3.8019 2021-01-29 20:51:27,868 - mmaction - INFO - Epoch [34][220/3757] lr: 1.000e-02, eta: 1 day, 11:58:09, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1405, loss: 2.1405, grad_norm: 3.8461 2021-01-29 20:51:32,133 - mmaction - INFO - Epoch [34][240/3757] lr: 1.000e-02, eta: 1 day, 11:57:47, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7461, loss_cls: 2.1145, loss: 2.1145, grad_norm: 3.7931 2021-01-29 20:51:36,282 - mmaction - INFO - Epoch [34][260/3757] lr: 1.000e-02, eta: 1 day, 11:57:24, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7602, loss_cls: 2.0740, loss: 2.0740, grad_norm: 3.7220 2021-01-29 20:51:40,712 - mmaction - INFO - Epoch [34][280/3757] lr: 1.000e-02, eta: 1 day, 11:57:02, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7336, loss_cls: 2.1338, loss: 2.1338, grad_norm: 3.8160 2021-01-29 20:51:44,957 - mmaction - INFO - Epoch [34][300/3757] lr: 1.000e-02, eta: 1 day, 11:56:39, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7406, loss_cls: 2.1374, loss: 2.1374, grad_norm: 3.9059 2021-01-29 20:51:49,504 - mmaction - INFO - Epoch [34][320/3757] lr: 1.000e-02, eta: 1 day, 11:56:17, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7500, loss_cls: 2.1053, loss: 2.1053, grad_norm: 3.8378 2021-01-29 20:51:53,769 - mmaction - INFO - Epoch [34][340/3757] lr: 1.000e-02, eta: 1 day, 11:55:55, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7609, loss_cls: 2.1251, loss: 2.1251, grad_norm: 3.8017 2021-01-29 20:51:57,892 - mmaction - INFO - Epoch [34][360/3757] lr: 1.000e-02, eta: 1 day, 11:55:32, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7594, loss_cls: 2.1038, loss: 2.1038, grad_norm: 3.7997 2021-01-29 20:52:02,202 - mmaction - INFO - Epoch [34][380/3757] lr: 1.000e-02, eta: 1 day, 11:55:10, time: 0.215, data_time: 0.000, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7469, loss_cls: 2.1484, loss: 2.1484, grad_norm: 3.8904 2021-01-29 20:52:06,543 - mmaction - INFO - Epoch [34][400/3757] lr: 1.000e-02, eta: 1 day, 11:54:47, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7422, loss_cls: 2.1678, loss: 2.1678, grad_norm: 3.7384 2021-01-29 20:52:11,025 - mmaction - INFO - Epoch [34][420/3757] lr: 1.000e-02, eta: 1 day, 11:54:25, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.8646 2021-01-29 20:52:15,331 - mmaction - INFO - Epoch [34][440/3757] lr: 1.000e-02, eta: 1 day, 11:54:03, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7594, loss_cls: 2.0109, loss: 2.0109, grad_norm: 3.8893 2021-01-29 20:52:20,257 - mmaction - INFO - Epoch [34][460/3757] lr: 1.000e-02, eta: 1 day, 11:53:42, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7422, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.8280 2021-01-29 20:52:24,910 - mmaction - INFO - Epoch [34][480/3757] lr: 1.000e-02, eta: 1 day, 11:53:20, time: 0.233, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1530, loss: 2.1530, grad_norm: 3.7809 2021-01-29 20:52:29,417 - mmaction - INFO - Epoch [34][500/3757] lr: 1.000e-02, eta: 1 day, 11:52:58, time: 0.225, data_time: 0.000, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7500, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.6549 2021-01-29 20:52:34,287 - mmaction - INFO - Epoch [34][520/3757] lr: 1.000e-02, eta: 1 day, 11:52:37, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.1479, loss: 2.1479, grad_norm: 3.7730 2021-01-29 20:52:39,745 - mmaction - INFO - Epoch [34][540/3757] lr: 1.000e-02, eta: 1 day, 11:52:17, time: 0.273, data_time: 0.049, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7414, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.8277 2021-01-29 20:52:44,183 - mmaction - INFO - Epoch [34][560/3757] lr: 1.000e-02, eta: 1 day, 11:51:55, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.2047, loss: 2.2047, grad_norm: 3.8143 2021-01-29 20:52:49,001 - mmaction - INFO - Epoch [34][580/3757] lr: 1.000e-02, eta: 1 day, 11:51:34, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.1416, loss: 2.1416, grad_norm: 3.7687 2021-01-29 20:52:53,529 - mmaction - INFO - Epoch [34][600/3757] lr: 1.000e-02, eta: 1 day, 11:51:12, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2087, loss: 2.2087, grad_norm: 3.8251 2021-01-29 20:52:58,973 - mmaction - INFO - Epoch [34][620/3757] lr: 1.000e-02, eta: 1 day, 11:50:52, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7328, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.7143 2021-01-29 20:53:03,929 - mmaction - INFO - Epoch [34][640/3757] lr: 1.000e-02, eta: 1 day, 11:50:31, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.1656, loss: 2.1656, grad_norm: 3.6397 2021-01-29 20:53:08,746 - mmaction - INFO - Epoch [34][660/3757] lr: 1.000e-02, eta: 1 day, 11:50:09, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7398, loss_cls: 2.1592, loss: 2.1592, grad_norm: 3.7076 2021-01-29 20:53:14,062 - mmaction - INFO - Epoch [34][680/3757] lr: 1.000e-02, eta: 1 day, 11:49:49, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7445, loss_cls: 2.0938, loss: 2.0938, grad_norm: 3.7726 2021-01-29 20:53:18,889 - mmaction - INFO - Epoch [34][700/3757] lr: 1.000e-02, eta: 1 day, 11:49:28, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.0697, loss: 2.0697, grad_norm: 3.7114 2021-01-29 20:53:24,156 - mmaction - INFO - Epoch [34][720/3757] lr: 1.000e-02, eta: 1 day, 11:49:08, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7516, loss_cls: 2.1223, loss: 2.1223, grad_norm: 3.7148 2021-01-29 20:53:29,508 - mmaction - INFO - Epoch [34][740/3757] lr: 1.000e-02, eta: 1 day, 11:48:47, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.1579, loss: 2.1579, grad_norm: 3.7811 2021-01-29 20:53:35,144 - mmaction - INFO - Epoch [34][760/3757] lr: 1.000e-02, eta: 1 day, 11:48:28, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7406, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.8206 2021-01-29 20:53:40,464 - mmaction - INFO - Epoch [34][780/3757] lr: 1.000e-02, eta: 1 day, 11:48:07, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.1151, loss: 2.1151, grad_norm: 3.7556 2021-01-29 20:53:45,904 - mmaction - INFO - Epoch [34][800/3757] lr: 1.000e-02, eta: 1 day, 11:47:47, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5430, top5_acc: 0.7734, loss_cls: 1.9443, loss: 1.9443, grad_norm: 3.7200 2021-01-29 20:53:51,011 - mmaction - INFO - Epoch [34][820/3757] lr: 1.000e-02, eta: 1 day, 11:47:27, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7398, loss_cls: 2.1592, loss: 2.1592, grad_norm: 3.9180 2021-01-29 20:53:56,247 - mmaction - INFO - Epoch [34][840/3757] lr: 1.000e-02, eta: 1 day, 11:47:06, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1150, loss: 2.1150, grad_norm: 3.7958 2021-01-29 20:54:01,492 - mmaction - INFO - Epoch [34][860/3757] lr: 1.000e-02, eta: 1 day, 11:46:46, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7508, loss_cls: 2.1421, loss: 2.1421, grad_norm: 3.7604 2021-01-29 20:54:07,145 - mmaction - INFO - Epoch [34][880/3757] lr: 1.000e-02, eta: 1 day, 11:46:27, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5219, top5_acc: 0.7727, loss_cls: 2.0333, loss: 2.0333, grad_norm: 3.7934 2021-01-29 20:54:12,504 - mmaction - INFO - Epoch [34][900/3757] lr: 1.000e-02, eta: 1 day, 11:46:06, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.1038, loss: 2.1038, grad_norm: 3.8727 2021-01-29 20:54:17,409 - mmaction - INFO - Epoch [34][920/3757] lr: 1.000e-02, eta: 1 day, 11:45:45, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2215, loss: 2.2215, grad_norm: 3.9066 2021-01-29 20:54:23,229 - mmaction - INFO - Epoch [34][940/3757] lr: 1.000e-02, eta: 1 day, 11:45:26, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7688, loss_cls: 2.1112, loss: 2.1112, grad_norm: 3.8494 2021-01-29 20:54:28,469 - mmaction - INFO - Epoch [34][960/3757] lr: 1.000e-02, eta: 1 day, 11:45:06, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7703, loss_cls: 2.0008, loss: 2.0008, grad_norm: 3.7060 2021-01-29 20:54:34,167 - mmaction - INFO - Epoch [34][980/3757] lr: 1.000e-02, eta: 1 day, 11:44:46, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2136, loss: 2.2136, grad_norm: 3.8165 2021-01-29 20:54:40,166 - mmaction - INFO - Epoch [34][1000/3757] lr: 1.000e-02, eta: 1 day, 11:44:28, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7406, loss_cls: 2.1214, loss: 2.1214, grad_norm: 3.7475 2021-01-29 20:54:46,124 - mmaction - INFO - Epoch [34][1020/3757] lr: 1.000e-02, eta: 1 day, 11:44:09, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.0618, loss: 2.0618, grad_norm: 3.5618 2021-01-29 20:54:51,843 - mmaction - INFO - Epoch [34][1040/3757] lr: 1.000e-02, eta: 1 day, 11:43:49, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7859, loss_cls: 1.8962, loss: 1.8962, grad_norm: 3.6507 2021-01-29 20:54:57,123 - mmaction - INFO - Epoch [34][1060/3757] lr: 1.000e-02, eta: 1 day, 11:43:29, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7555, loss_cls: 2.1117, loss: 2.1117, grad_norm: 4.0236 2021-01-29 20:55:02,725 - mmaction - INFO - Epoch [34][1080/3757] lr: 1.000e-02, eta: 1 day, 11:43:09, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7453, loss_cls: 2.1308, loss: 2.1308, grad_norm: 3.6768 2021-01-29 20:55:08,235 - mmaction - INFO - Epoch [34][1100/3757] lr: 1.000e-02, eta: 1 day, 11:42:50, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0813, loss: 2.0813, grad_norm: 3.8630 2021-01-29 20:55:13,754 - mmaction - INFO - Epoch [34][1120/3757] lr: 1.000e-02, eta: 1 day, 11:42:30, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.1991, loss: 2.1991, grad_norm: 3.9660 2021-01-29 20:55:20,130 - mmaction - INFO - Epoch [34][1140/3757] lr: 1.000e-02, eta: 1 day, 11:42:12, time: 0.319, data_time: 0.003, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7172, loss_cls: 2.2641, loss: 2.2641, grad_norm: 3.8170 2021-01-29 20:55:25,636 - mmaction - INFO - Epoch [34][1160/3757] lr: 1.000e-02, eta: 1 day, 11:41:52, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7180, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.8852 2021-01-29 20:55:31,198 - mmaction - INFO - Epoch [34][1180/3757] lr: 1.000e-02, eta: 1 day, 11:41:32, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.7381 2021-01-29 20:55:37,546 - mmaction - INFO - Epoch [34][1200/3757] lr: 1.000e-02, eta: 1 day, 11:41:14, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.0517, loss: 2.0517, grad_norm: 3.8679 2021-01-29 20:55:43,216 - mmaction - INFO - Epoch [34][1220/3757] lr: 1.000e-02, eta: 1 day, 11:40:55, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2624, loss: 2.2624, grad_norm: 3.8906 2021-01-29 20:55:48,250 - mmaction - INFO - Epoch [34][1240/3757] lr: 1.000e-02, eta: 1 day, 11:40:34, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7273, loss_cls: 2.1411, loss: 2.1411, grad_norm: 3.8641 2021-01-29 20:55:54,474 - mmaction - INFO - Epoch [34][1260/3757] lr: 1.000e-02, eta: 1 day, 11:40:16, time: 0.311, data_time: 0.003, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.1119, loss: 2.1119, grad_norm: 3.6760 2021-01-29 20:55:59,935 - mmaction - INFO - Epoch [34][1280/3757] lr: 1.000e-02, eta: 1 day, 11:39:56, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4656, top5_acc: 0.7305, loss_cls: 2.2457, loss: 2.2457, grad_norm: 3.8196 2021-01-29 20:56:05,946 - mmaction - INFO - Epoch [34][1300/3757] lr: 1.000e-02, eta: 1 day, 11:39:37, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7625, loss_cls: 2.0661, loss: 2.0661, grad_norm: 3.7300 2021-01-29 20:56:11,904 - mmaction - INFO - Epoch [34][1320/3757] lr: 1.000e-02, eta: 1 day, 11:39:18, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.2916, loss: 2.2916, grad_norm: 3.8812 2021-01-29 20:56:17,367 - mmaction - INFO - Epoch [34][1340/3757] lr: 1.000e-02, eta: 1 day, 11:38:59, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.2167, loss: 2.2167, grad_norm: 3.8685 2021-01-29 20:56:22,940 - mmaction - INFO - Epoch [34][1360/3757] lr: 1.000e-02, eta: 1 day, 11:38:39, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 2.0316, loss: 2.0316, grad_norm: 3.8180 2021-01-29 20:56:28,492 - mmaction - INFO - Epoch [34][1380/3757] lr: 1.000e-02, eta: 1 day, 11:38:19, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.1448, loss: 2.1448, grad_norm: 3.7216 2021-01-29 20:56:34,222 - mmaction - INFO - Epoch [34][1400/3757] lr: 1.000e-02, eta: 1 day, 11:38:00, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5281, top5_acc: 0.7758, loss_cls: 2.0046, loss: 2.0046, grad_norm: 3.8241 2021-01-29 20:56:40,215 - mmaction - INFO - Epoch [34][1420/3757] lr: 1.000e-02, eta: 1 day, 11:37:41, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7219, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.8825 2021-01-29 20:56:46,263 - mmaction - INFO - Epoch [34][1440/3757] lr: 1.000e-02, eta: 1 day, 11:37:23, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7312, loss_cls: 2.1915, loss: 2.1915, grad_norm: 3.6944 2021-01-29 20:56:52,288 - mmaction - INFO - Epoch [34][1460/3757] lr: 1.000e-02, eta: 1 day, 11:37:04, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7672, loss_cls: 2.1053, loss: 2.1053, grad_norm: 3.8661 2021-01-29 20:56:58,368 - mmaction - INFO - Epoch [34][1480/3757] lr: 1.000e-02, eta: 1 day, 11:36:46, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7609, loss_cls: 2.0559, loss: 2.0559, grad_norm: 3.8509 2021-01-29 20:57:04,244 - mmaction - INFO - Epoch [34][1500/3757] lr: 1.000e-02, eta: 1 day, 11:36:27, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.1155, loss: 2.1155, grad_norm: 3.7342 2021-01-29 20:57:09,630 - mmaction - INFO - Epoch [34][1520/3757] lr: 1.000e-02, eta: 1 day, 11:36:07, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.1682, loss: 2.1682, grad_norm: 3.8446 2021-01-29 20:57:14,918 - mmaction - INFO - Epoch [34][1540/3757] lr: 1.000e-02, eta: 1 day, 11:35:47, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7727, loss_cls: 1.9913, loss: 1.9913, grad_norm: 3.6650 2021-01-29 20:57:20,594 - mmaction - INFO - Epoch [34][1560/3757] lr: 1.000e-02, eta: 1 day, 11:35:27, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.5461, top5_acc: 0.7609, loss_cls: 1.9815, loss: 1.9815, grad_norm: 3.7041 2021-01-29 20:57:25,704 - mmaction - INFO - Epoch [34][1580/3757] lr: 1.000e-02, eta: 1 day, 11:35:07, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7195, loss_cls: 2.2450, loss: 2.2450, grad_norm: 3.9013 2021-01-29 20:57:32,160 - mmaction - INFO - Epoch [34][1600/3757] lr: 1.000e-02, eta: 1 day, 11:34:49, time: 0.323, data_time: 0.003, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7461, loss_cls: 2.1423, loss: 2.1423, grad_norm: 3.7787 2021-01-29 20:57:38,005 - mmaction - INFO - Epoch [34][1620/3757] lr: 1.000e-02, eta: 1 day, 11:34:30, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.1840, loss: 2.1840, grad_norm: 3.8330 2021-01-29 20:57:43,283 - mmaction - INFO - Epoch [34][1640/3757] lr: 1.000e-02, eta: 1 day, 11:34:10, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7398, loss_cls: 2.2236, loss: 2.2236, grad_norm: 4.1174 2021-01-29 20:57:49,335 - mmaction - INFO - Epoch [34][1660/3757] lr: 1.000e-02, eta: 1 day, 11:33:51, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1803, loss: 2.1803, grad_norm: 3.8445 2021-01-29 20:57:54,840 - mmaction - INFO - Epoch [34][1680/3757] lr: 1.000e-02, eta: 1 day, 11:33:32, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.0580, loss: 2.0580, grad_norm: 3.6946 2021-01-29 20:58:00,311 - mmaction - INFO - Epoch [34][1700/3757] lr: 1.000e-02, eta: 1 day, 11:33:12, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7672, loss_cls: 2.0486, loss: 2.0486, grad_norm: 3.8350 2021-01-29 20:58:05,804 - mmaction - INFO - Epoch [34][1720/3757] lr: 1.000e-02, eta: 1 day, 11:32:52, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7281, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.8008 2021-01-29 20:58:11,145 - mmaction - INFO - Epoch [34][1740/3757] lr: 1.000e-02, eta: 1 day, 11:32:32, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7258, loss_cls: 2.2004, loss: 2.2004, grad_norm: 3.6326 2021-01-29 20:58:17,076 - mmaction - INFO - Epoch [34][1760/3757] lr: 1.000e-02, eta: 1 day, 11:32:13, time: 0.297, data_time: 0.004, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.1601, loss: 2.1601, grad_norm: 3.8590 2021-01-29 20:58:22,792 - mmaction - INFO - Epoch [34][1780/3757] lr: 1.000e-02, eta: 1 day, 11:31:54, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.6639 2021-01-29 20:58:28,456 - mmaction - INFO - Epoch [34][1800/3757] lr: 1.000e-02, eta: 1 day, 11:31:35, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7414, loss_cls: 2.1322, loss: 2.1322, grad_norm: 3.6425 2021-01-29 20:58:33,916 - mmaction - INFO - Epoch [34][1820/3757] lr: 1.000e-02, eta: 1 day, 11:31:15, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7594, loss_cls: 2.1155, loss: 2.1155, grad_norm: 3.7618 2021-01-29 20:58:39,581 - mmaction - INFO - Epoch [34][1840/3757] lr: 1.000e-02, eta: 1 day, 11:30:56, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7609, loss_cls: 2.0705, loss: 2.0705, grad_norm: 3.8964 2021-01-29 20:58:45,212 - mmaction - INFO - Epoch [34][1860/3757] lr: 1.000e-02, eta: 1 day, 11:30:36, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5312, top5_acc: 0.7461, loss_cls: 2.0713, loss: 2.0713, grad_norm: 3.7169 2021-01-29 20:58:51,296 - mmaction - INFO - Epoch [34][1880/3757] lr: 1.000e-02, eta: 1 day, 11:30:18, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7273, loss_cls: 2.2443, loss: 2.2443, grad_norm: 3.8843 2021-01-29 20:58:57,236 - mmaction - INFO - Epoch [34][1900/3757] lr: 1.000e-02, eta: 1 day, 11:29:59, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1141, loss: 2.1141, grad_norm: 3.8520 2021-01-29 20:59:02,631 - mmaction - INFO - Epoch [34][1920/3757] lr: 1.000e-02, eta: 1 day, 11:29:39, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7492, loss_cls: 2.0670, loss: 2.0670, grad_norm: 3.7035 2021-01-29 20:59:08,906 - mmaction - INFO - Epoch [34][1940/3757] lr: 1.000e-02, eta: 1 day, 11:29:21, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.8852 2021-01-29 20:59:14,901 - mmaction - INFO - Epoch [34][1960/3757] lr: 1.000e-02, eta: 1 day, 11:29:03, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.1974, loss: 2.1974, grad_norm: 3.7979 2021-01-29 20:59:20,939 - mmaction - INFO - Epoch [34][1980/3757] lr: 1.000e-02, eta: 1 day, 11:28:44, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7445, loss_cls: 2.1694, loss: 2.1694, grad_norm: 3.7951 2021-01-29 20:59:27,246 - mmaction - INFO - Epoch [34][2000/3757] lr: 1.000e-02, eta: 1 day, 11:28:26, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7492, loss_cls: 2.1368, loss: 2.1368, grad_norm: 3.7233 2021-01-29 20:59:33,812 - mmaction - INFO - Epoch [34][2020/3757] lr: 1.000e-02, eta: 1 day, 11:28:09, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1303, loss: 2.1303, grad_norm: 3.7123 2021-01-29 20:59:38,796 - mmaction - INFO - Epoch [34][2040/3757] lr: 1.000e-02, eta: 1 day, 11:27:48, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7383, loss_cls: 2.1757, loss: 2.1757, grad_norm: 3.9344 2021-01-29 20:59:44,340 - mmaction - INFO - Epoch [34][2060/3757] lr: 1.000e-02, eta: 1 day, 11:27:29, time: 0.277, data_time: 0.004, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7547, loss_cls: 2.1494, loss: 2.1494, grad_norm: 3.8285 2021-01-29 20:59:51,064 - mmaction - INFO - Epoch [34][2080/3757] lr: 1.000e-02, eta: 1 day, 11:27:11, time: 0.336, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.1470, loss: 2.1470, grad_norm: 3.7264 2021-01-29 20:59:56,656 - mmaction - INFO - Epoch [34][2100/3757] lr: 1.000e-02, eta: 1 day, 11:26:52, time: 0.280, data_time: 0.020, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1359, loss: 2.1359, grad_norm: 3.8412 2021-01-29 21:00:02,271 - mmaction - INFO - Epoch [34][2120/3757] lr: 1.000e-02, eta: 1 day, 11:26:33, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.1756, loss: 2.1756, grad_norm: 4.0911 2021-01-29 21:00:12,186 - mmaction - INFO - Epoch [34][2140/3757] lr: 1.000e-02, eta: 1 day, 11:26:22, time: 0.492, data_time: 0.004, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7289, loss_cls: 2.1855, loss: 2.1855, grad_norm: 4.1940 2021-01-29 21:00:17,665 - mmaction - INFO - Epoch [34][2160/3757] lr: 1.000e-02, eta: 1 day, 11:26:02, time: 0.278, data_time: 0.011, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7281, loss_cls: 2.2020, loss: 2.2020, grad_norm: 4.1198 2021-01-29 21:00:23,168 - mmaction - INFO - Epoch [34][2180/3757] lr: 1.000e-02, eta: 1 day, 11:25:43, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.1546, loss: 2.1546, grad_norm: 4.1806 2021-01-29 21:00:28,922 - mmaction - INFO - Epoch [34][2200/3757] lr: 1.000e-02, eta: 1 day, 11:25:24, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1674, loss: 2.1674, grad_norm: 3.8994 2021-01-29 21:00:34,940 - mmaction - INFO - Epoch [34][2220/3757] lr: 1.000e-02, eta: 1 day, 11:25:05, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.1225, loss: 2.1225, grad_norm: 3.8624 2021-01-29 21:00:40,248 - mmaction - INFO - Epoch [34][2240/3757] lr: 1.000e-02, eta: 1 day, 11:24:45, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.2217, loss: 2.2217, grad_norm: 4.0060 2021-01-29 21:00:46,088 - mmaction - INFO - Epoch [34][2260/3757] lr: 1.000e-02, eta: 1 day, 11:24:26, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7273, loss_cls: 2.2135, loss: 2.2135, grad_norm: 3.9224 2021-01-29 21:00:52,380 - mmaction - INFO - Epoch [34][2280/3757] lr: 1.000e-02, eta: 1 day, 11:24:08, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5344, top5_acc: 0.7352, loss_cls: 2.1038, loss: 2.1038, grad_norm: 3.7739 2021-01-29 21:00:58,267 - mmaction - INFO - Epoch [34][2300/3757] lr: 1.000e-02, eta: 1 day, 11:23:49, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7078, loss_cls: 2.2658, loss: 2.2658, grad_norm: 3.8457 2021-01-29 21:01:04,886 - mmaction - INFO - Epoch [34][2320/3757] lr: 1.000e-02, eta: 1 day, 11:23:32, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0406, loss: 2.0406, grad_norm: 3.6525 2021-01-29 21:01:10,667 - mmaction - INFO - Epoch [34][2340/3757] lr: 1.000e-02, eta: 1 day, 11:23:13, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.1993, loss: 2.1993, grad_norm: 3.8234 2021-01-29 21:01:15,783 - mmaction - INFO - Epoch [34][2360/3757] lr: 1.000e-02, eta: 1 day, 11:22:53, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2027, loss: 2.2027, grad_norm: 4.0787 2021-01-29 21:01:21,460 - mmaction - INFO - Epoch [34][2380/3757] lr: 1.000e-02, eta: 1 day, 11:22:34, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7352, loss_cls: 2.1754, loss: 2.1754, grad_norm: 3.6957 2021-01-29 21:01:27,920 - mmaction - INFO - Epoch [34][2400/3757] lr: 1.000e-02, eta: 1 day, 11:22:16, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.2390, loss: 2.2390, grad_norm: 3.8813 2021-01-29 21:01:33,883 - mmaction - INFO - Epoch [34][2420/3757] lr: 1.000e-02, eta: 1 day, 11:21:58, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7484, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.8727 2021-01-29 21:01:39,216 - mmaction - INFO - Epoch [34][2440/3757] lr: 1.000e-02, eta: 1 day, 11:21:38, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.1375, loss: 2.1375, grad_norm: 3.7568 2021-01-29 21:01:45,565 - mmaction - INFO - Epoch [34][2460/3757] lr: 1.000e-02, eta: 1 day, 11:21:20, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1488, loss: 2.1488, grad_norm: 3.8033 2021-01-29 21:01:50,471 - mmaction - INFO - Epoch [34][2480/3757] lr: 1.000e-02, eta: 1 day, 11:20:59, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.1089, loss: 2.1089, grad_norm: 3.9087 2021-01-29 21:01:56,695 - mmaction - INFO - Epoch [34][2500/3757] lr: 1.000e-02, eta: 1 day, 11:20:41, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7422, loss_cls: 2.1764, loss: 2.1764, grad_norm: 3.8421 2021-01-29 21:02:02,870 - mmaction - INFO - Epoch [34][2520/3757] lr: 1.000e-02, eta: 1 day, 11:20:23, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.0818, loss: 2.0818, grad_norm: 3.7178 2021-01-29 21:02:08,675 - mmaction - INFO - Epoch [34][2540/3757] lr: 1.000e-02, eta: 1 day, 11:20:04, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 2.0361, loss: 2.0361, grad_norm: 3.8760 2021-01-29 21:02:13,856 - mmaction - INFO - Epoch [34][2560/3757] lr: 1.000e-02, eta: 1 day, 11:19:44, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7453, loss_cls: 2.1217, loss: 2.1217, grad_norm: 3.8443 2021-01-29 21:02:19,976 - mmaction - INFO - Epoch [34][2580/3757] lr: 1.000e-02, eta: 1 day, 11:19:26, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7406, loss_cls: 2.1566, loss: 2.1566, grad_norm: 3.8602 2021-01-29 21:02:25,757 - mmaction - INFO - Epoch [34][2600/3757] lr: 1.000e-02, eta: 1 day, 11:19:07, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7438, loss_cls: 2.2073, loss: 2.2073, grad_norm: 3.9618 2021-01-29 21:02:31,608 - mmaction - INFO - Epoch [34][2620/3757] lr: 1.000e-02, eta: 1 day, 11:18:48, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7320, loss_cls: 2.1983, loss: 2.1983, grad_norm: 3.9453 2021-01-29 21:02:38,212 - mmaction - INFO - Epoch [34][2640/3757] lr: 1.000e-02, eta: 1 day, 11:18:31, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1903, loss: 2.1903, grad_norm: 4.0652 2021-01-29 21:02:43,883 - mmaction - INFO - Epoch [34][2660/3757] lr: 1.000e-02, eta: 1 day, 11:18:12, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7297, loss_cls: 2.1952, loss: 2.1952, grad_norm: 3.7998 2021-01-29 21:02:49,315 - mmaction - INFO - Epoch [34][2680/3757] lr: 1.000e-02, eta: 1 day, 11:17:52, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7359, loss_cls: 2.2097, loss: 2.2097, grad_norm: 3.9227 2021-01-29 21:02:54,813 - mmaction - INFO - Epoch [34][2700/3757] lr: 1.000e-02, eta: 1 day, 11:17:32, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7250, loss_cls: 2.2617, loss: 2.2617, grad_norm: 3.9156 2021-01-29 21:03:00,835 - mmaction - INFO - Epoch [34][2720/3757] lr: 1.000e-02, eta: 1 day, 11:17:14, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7375, loss_cls: 2.1543, loss: 2.1543, grad_norm: 3.7233 2021-01-29 21:03:06,340 - mmaction - INFO - Epoch [34][2740/3757] lr: 1.000e-02, eta: 1 day, 11:16:55, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5336, top5_acc: 0.7586, loss_cls: 2.0309, loss: 2.0309, grad_norm: 3.7117 2021-01-29 21:03:12,367 - mmaction - INFO - Epoch [34][2760/3757] lr: 1.000e-02, eta: 1 day, 11:16:36, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.1874, loss: 2.1874, grad_norm: 3.7555 2021-01-29 21:03:17,503 - mmaction - INFO - Epoch [34][2780/3757] lr: 1.000e-02, eta: 1 day, 11:16:16, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1575, loss: 2.1575, grad_norm: 3.8391 2021-01-29 21:03:23,330 - mmaction - INFO - Epoch [34][2800/3757] lr: 1.000e-02, eta: 1 day, 11:15:57, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.2615, loss: 2.2615, grad_norm: 3.9431 2021-01-29 21:03:28,861 - mmaction - INFO - Epoch [34][2820/3757] lr: 1.000e-02, eta: 1 day, 11:15:38, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7344, loss_cls: 2.1632, loss: 2.1632, grad_norm: 3.6690 2021-01-29 21:03:34,929 - mmaction - INFO - Epoch [34][2840/3757] lr: 1.000e-02, eta: 1 day, 11:15:20, time: 0.304, data_time: 0.004, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7414, loss_cls: 2.1997, loss: 2.1997, grad_norm: 3.8563 2021-01-29 21:03:40,845 - mmaction - INFO - Epoch [34][2860/3757] lr: 1.000e-02, eta: 1 day, 11:15:01, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.1094, loss: 2.1094, grad_norm: 3.7649 2021-01-29 21:03:46,949 - mmaction - INFO - Epoch [34][2880/3757] lr: 1.000e-02, eta: 1 day, 11:14:43, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7375, loss_cls: 2.2355, loss: 2.2355, grad_norm: 3.8151 2021-01-29 21:03:52,231 - mmaction - INFO - Epoch [34][2900/3757] lr: 1.000e-02, eta: 1 day, 11:14:23, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7203, loss_cls: 2.2171, loss: 2.2171, grad_norm: 3.8342 2021-01-29 21:03:58,046 - mmaction - INFO - Epoch [34][2920/3757] lr: 1.000e-02, eta: 1 day, 11:14:04, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7406, loss_cls: 2.1376, loss: 2.1376, grad_norm: 3.8368 2021-01-29 21:04:03,559 - mmaction - INFO - Epoch [34][2940/3757] lr: 1.000e-02, eta: 1 day, 11:13:45, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7180, loss_cls: 2.1632, loss: 2.1632, grad_norm: 3.7011 2021-01-29 21:04:09,082 - mmaction - INFO - Epoch [34][2960/3757] lr: 1.000e-02, eta: 1 day, 11:13:25, time: 0.276, data_time: 0.005, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7438, loss_cls: 2.1430, loss: 2.1430, grad_norm: 3.8222 2021-01-29 21:04:14,797 - mmaction - INFO - Epoch [34][2980/3757] lr: 1.000e-02, eta: 1 day, 11:13:06, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7414, loss_cls: 2.1128, loss: 2.1128, grad_norm: 3.8568 2021-01-29 21:04:20,860 - mmaction - INFO - Epoch [34][3000/3757] lr: 1.000e-02, eta: 1 day, 11:12:48, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.9099 2021-01-29 21:04:26,614 - mmaction - INFO - Epoch [34][3020/3757] lr: 1.000e-02, eta: 1 day, 11:12:29, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.8191 2021-01-29 21:04:32,425 - mmaction - INFO - Epoch [34][3040/3757] lr: 1.000e-02, eta: 1 day, 11:12:11, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7477, loss_cls: 2.1591, loss: 2.1591, grad_norm: 3.8648 2021-01-29 21:04:38,858 - mmaction - INFO - Epoch [34][3060/3757] lr: 1.000e-02, eta: 1 day, 11:11:53, time: 0.321, data_time: 0.000, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1411, loss: 2.1411, grad_norm: 3.8461 2021-01-29 21:04:44,708 - mmaction - INFO - Epoch [34][3080/3757] lr: 1.000e-02, eta: 1 day, 11:11:34, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0812, loss: 2.0812, grad_norm: 3.6531 2021-01-29 21:04:50,516 - mmaction - INFO - Epoch [34][3100/3757] lr: 1.000e-02, eta: 1 day, 11:11:15, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.1884, loss: 2.1884, grad_norm: 3.9845 2021-01-29 21:04:57,336 - mmaction - INFO - Epoch [34][3120/3757] lr: 1.000e-02, eta: 1 day, 11:10:59, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.8445 2021-01-29 21:05:03,329 - mmaction - INFO - Epoch [34][3140/3757] lr: 1.000e-02, eta: 1 day, 11:10:40, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2090, loss: 2.2090, grad_norm: 3.7992 2021-01-29 21:05:09,130 - mmaction - INFO - Epoch [34][3160/3757] lr: 1.000e-02, eta: 1 day, 11:10:22, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.8173 2021-01-29 21:05:15,456 - mmaction - INFO - Epoch [34][3180/3757] lr: 1.000e-02, eta: 1 day, 11:10:04, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2288, loss: 2.2288, grad_norm: 3.7858 2021-01-29 21:05:21,071 - mmaction - INFO - Epoch [34][3200/3757] lr: 1.000e-02, eta: 1 day, 11:09:45, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1771, loss: 2.1771, grad_norm: 4.8518 2021-01-29 21:05:26,144 - mmaction - INFO - Epoch [34][3220/3757] lr: 1.000e-02, eta: 1 day, 11:09:24, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7328, loss_cls: 2.2298, loss: 2.2298, grad_norm: 4.0283 2021-01-29 21:05:31,799 - mmaction - INFO - Epoch [34][3240/3757] lr: 1.000e-02, eta: 1 day, 11:09:05, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.7348 2021-01-29 21:05:37,026 - mmaction - INFO - Epoch [34][3260/3757] lr: 1.000e-02, eta: 1 day, 11:08:46, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7398, loss_cls: 2.1661, loss: 2.1661, grad_norm: 3.7998 2021-01-29 21:05:42,923 - mmaction - INFO - Epoch [34][3280/3757] lr: 1.000e-02, eta: 1 day, 11:08:27, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1690, loss: 2.1690, grad_norm: 3.8707 2021-01-29 21:05:48,723 - mmaction - INFO - Epoch [34][3300/3757] lr: 1.000e-02, eta: 1 day, 11:08:08, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.0258, loss: 2.0258, grad_norm: 3.7791 2021-01-29 21:05:54,821 - mmaction - INFO - Epoch [34][3320/3757] lr: 1.000e-02, eta: 1 day, 11:07:50, time: 0.306, data_time: 0.005, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7352, loss_cls: 2.2205, loss: 2.2205, grad_norm: 3.9503 2021-01-29 21:06:00,211 - mmaction - INFO - Epoch [34][3340/3757] lr: 1.000e-02, eta: 1 day, 11:07:31, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7461, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.7168 2021-01-29 21:06:06,329 - mmaction - INFO - Epoch [34][3360/3757] lr: 1.000e-02, eta: 1 day, 11:07:12, time: 0.306, data_time: 0.004, memory: 3385, top1_acc: 0.4648, top5_acc: 0.7367, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.8714 2021-01-29 21:06:12,765 - mmaction - INFO - Epoch [34][3380/3757] lr: 1.000e-02, eta: 1 day, 11:06:55, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7383, loss_cls: 2.1910, loss: 2.1910, grad_norm: 3.8133 2021-01-29 21:06:18,566 - mmaction - INFO - Epoch [34][3400/3757] lr: 1.000e-02, eta: 1 day, 11:06:36, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7352, loss_cls: 2.2261, loss: 2.2261, grad_norm: 3.8104 2021-01-29 21:06:25,091 - mmaction - INFO - Epoch [34][3420/3757] lr: 1.000e-02, eta: 1 day, 11:06:19, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7258, loss_cls: 2.1705, loss: 2.1705, grad_norm: 3.6795 2021-01-29 21:06:30,050 - mmaction - INFO - Epoch [34][3440/3757] lr: 1.000e-02, eta: 1 day, 11:05:59, time: 0.248, data_time: 0.003, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7375, loss_cls: 2.1247, loss: 2.1247, grad_norm: 3.7025 2021-01-29 21:06:35,989 - mmaction - INFO - Epoch [34][3460/3757] lr: 1.000e-02, eta: 1 day, 11:05:40, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7391, loss_cls: 2.1110, loss: 2.1110, grad_norm: 3.7527 2021-01-29 21:06:42,394 - mmaction - INFO - Epoch [34][3480/3757] lr: 1.000e-02, eta: 1 day, 11:05:23, time: 0.321, data_time: 0.005, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7164, loss_cls: 2.2434, loss: 2.2434, grad_norm: 3.7484 2021-01-29 21:06:48,115 - mmaction - INFO - Epoch [34][3500/3757] lr: 1.000e-02, eta: 1 day, 11:05:04, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1286, loss: 2.1286, grad_norm: 3.7899 2021-01-29 21:06:53,551 - mmaction - INFO - Epoch [34][3520/3757] lr: 1.000e-02, eta: 1 day, 11:04:44, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7531, loss_cls: 2.1296, loss: 2.1296, grad_norm: 3.6861 2021-01-29 21:06:59,834 - mmaction - INFO - Epoch [34][3540/3757] lr: 1.000e-02, eta: 1 day, 11:04:27, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1648, loss: 2.1648, grad_norm: 3.8793 2021-01-29 21:07:05,845 - mmaction - INFO - Epoch [34][3560/3757] lr: 1.000e-02, eta: 1 day, 11:04:08, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7492, loss_cls: 2.1297, loss: 2.1297, grad_norm: 3.8306 2021-01-29 21:07:11,183 - mmaction - INFO - Epoch [34][3580/3757] lr: 1.000e-02, eta: 1 day, 11:03:49, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7234, loss_cls: 2.2109, loss: 2.2109, grad_norm: 3.7449 2021-01-29 21:07:16,917 - mmaction - INFO - Epoch [34][3600/3757] lr: 1.000e-02, eta: 1 day, 11:03:30, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.1015, loss: 2.1015, grad_norm: 3.6782 2021-01-29 21:07:22,322 - mmaction - INFO - Epoch [34][3620/3757] lr: 1.000e-02, eta: 1 day, 11:03:11, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7562, loss_cls: 2.1337, loss: 2.1337, grad_norm: 3.8228 2021-01-29 21:07:28,422 - mmaction - INFO - Epoch [34][3640/3757] lr: 1.000e-02, eta: 1 day, 11:02:52, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7289, loss_cls: 2.1415, loss: 2.1415, grad_norm: 3.7146 2021-01-29 21:07:34,479 - mmaction - INFO - Epoch [34][3660/3757] lr: 1.000e-02, eta: 1 day, 11:02:34, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.1513, loss: 2.1513, grad_norm: 3.8217 2021-01-29 21:07:40,349 - mmaction - INFO - Epoch [34][3680/3757] lr: 1.000e-02, eta: 1 day, 11:02:16, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7391, loss_cls: 2.1842, loss: 2.1842, grad_norm: 3.7672 2021-01-29 21:07:46,131 - mmaction - INFO - Epoch [34][3700/3757] lr: 1.000e-02, eta: 1 day, 11:01:57, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1657, loss: 2.1657, grad_norm: 3.7562 2021-01-29 21:07:52,004 - mmaction - INFO - Epoch [34][3720/3757] lr: 1.000e-02, eta: 1 day, 11:01:39, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.1467, loss: 2.1467, grad_norm: 3.7232 2021-01-29 21:07:58,101 - mmaction - INFO - Epoch [34][3740/3757] lr: 1.000e-02, eta: 1 day, 11:01:20, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7281, loss_cls: 2.1950, loss: 2.1950, grad_norm: 3.7538 2021-01-29 21:08:23,196 - mmaction - INFO - Saving checkpoint at 34 epochs 2021-01-29 21:21:03,617 - mmaction - INFO - Epoch [35][20/3757] lr: 1.000e-02, eta: 1 day, 11:25:00, time: 38.002, data_time: 37.500, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7438, loss_cls: 2.1543, loss: 2.1543, grad_norm: 3.8243 2021-01-29 21:21:07,794 - mmaction - INFO - Epoch [35][40/3757] lr: 1.000e-02, eta: 1 day, 11:24:38, time: 0.213, data_time: 0.008, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1103, loss: 2.1103, grad_norm: 3.7459 2021-01-29 21:21:11,923 - mmaction - INFO - Epoch [35][60/3757] lr: 1.000e-02, eta: 1 day, 11:24:16, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7633, loss_cls: 2.0324, loss: 2.0324, grad_norm: 3.8279 2021-01-29 21:21:16,153 - mmaction - INFO - Epoch [35][80/3757] lr: 1.000e-02, eta: 1 day, 11:23:54, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5266, top5_acc: 0.7305, loss_cls: 2.1256, loss: 2.1256, grad_norm: 3.6932 2021-01-29 21:21:20,295 - mmaction - INFO - Epoch [35][100/3757] lr: 1.000e-02, eta: 1 day, 11:23:32, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1400, loss: 2.1400, grad_norm: 3.8384 2021-01-29 21:21:24,576 - mmaction - INFO - Epoch [35][120/3757] lr: 1.000e-02, eta: 1 day, 11:23:10, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1366, loss: 2.1366, grad_norm: 3.8487 2021-01-29 21:21:28,743 - mmaction - INFO - Epoch [35][140/3757] lr: 1.000e-02, eta: 1 day, 11:22:48, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4688, top5_acc: 0.7273, loss_cls: 2.2305, loss: 2.2305, grad_norm: 3.8777 2021-01-29 21:21:32,977 - mmaction - INFO - Epoch [35][160/3757] lr: 1.000e-02, eta: 1 day, 11:22:26, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7414, loss_cls: 2.1791, loss: 2.1791, grad_norm: 3.8937 2021-01-29 21:21:37,238 - mmaction - INFO - Epoch [35][180/3757] lr: 1.000e-02, eta: 1 day, 11:22:04, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7664, loss_cls: 2.0503, loss: 2.0503, grad_norm: 3.8168 2021-01-29 21:21:41,378 - mmaction - INFO - Epoch [35][200/3757] lr: 1.000e-02, eta: 1 day, 11:21:42, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7398, loss_cls: 2.1953, loss: 2.1953, grad_norm: 3.8165 2021-01-29 21:21:45,647 - mmaction - INFO - Epoch [35][220/3757] lr: 1.000e-02, eta: 1 day, 11:21:20, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.1549, loss: 2.1549, grad_norm: 3.9086 2021-01-29 21:21:49,793 - mmaction - INFO - Epoch [35][240/3757] lr: 1.000e-02, eta: 1 day, 11:20:58, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7273, loss_cls: 2.1494, loss: 2.1494, grad_norm: 3.7739 2021-01-29 21:21:53,898 - mmaction - INFO - Epoch [35][260/3757] lr: 1.000e-02, eta: 1 day, 11:20:35, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.1327, loss: 2.1327, grad_norm: 3.7098 2021-01-29 21:21:58,161 - mmaction - INFO - Epoch [35][280/3757] lr: 1.000e-02, eta: 1 day, 11:20:13, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.7596 2021-01-29 21:22:02,350 - mmaction - INFO - Epoch [35][300/3757] lr: 1.000e-02, eta: 1 day, 11:19:51, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2352, loss: 2.2352, grad_norm: 3.8588 2021-01-29 21:22:06,748 - mmaction - INFO - Epoch [35][320/3757] lr: 1.000e-02, eta: 1 day, 11:19:30, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.0376, loss: 2.0376, grad_norm: 4.0256 2021-01-29 21:22:10,887 - mmaction - INFO - Epoch [35][340/3757] lr: 1.000e-02, eta: 1 day, 11:19:08, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 1.9910, loss: 1.9910, grad_norm: 3.7863 2021-01-29 21:22:15,119 - mmaction - INFO - Epoch [35][360/3757] lr: 1.000e-02, eta: 1 day, 11:18:46, time: 0.211, data_time: 0.000, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7594, loss_cls: 2.0456, loss: 2.0456, grad_norm: 3.8123 2021-01-29 21:22:19,352 - mmaction - INFO - Epoch [35][380/3757] lr: 1.000e-02, eta: 1 day, 11:18:24, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7539, loss_cls: 2.0663, loss: 2.0663, grad_norm: 3.7523 2021-01-29 21:22:23,613 - mmaction - INFO - Epoch [35][400/3757] lr: 1.000e-02, eta: 1 day, 11:18:02, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7414, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.9704 2021-01-29 21:22:28,138 - mmaction - INFO - Epoch [35][420/3757] lr: 1.000e-02, eta: 1 day, 11:17:41, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7453, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.8536 2021-01-29 21:22:32,446 - mmaction - INFO - Epoch [35][440/3757] lr: 1.000e-02, eta: 1 day, 11:17:19, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7398, loss_cls: 2.0614, loss: 2.0614, grad_norm: 3.6513 2021-01-29 21:22:36,947 - mmaction - INFO - Epoch [35][460/3757] lr: 1.000e-02, eta: 1 day, 11:16:57, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2123, loss: 2.2123, grad_norm: 3.9220 2021-01-29 21:22:41,442 - mmaction - INFO - Epoch [35][480/3757] lr: 1.000e-02, eta: 1 day, 11:16:36, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.1462, loss: 2.1462, grad_norm: 3.7397 2021-01-29 21:22:46,217 - mmaction - INFO - Epoch [35][500/3757] lr: 1.000e-02, eta: 1 day, 11:16:15, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7484, loss_cls: 2.0916, loss: 2.0916, grad_norm: 3.8820 2021-01-29 21:22:50,626 - mmaction - INFO - Epoch [35][520/3757] lr: 1.000e-02, eta: 1 day, 11:15:54, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.0807, loss: 2.0807, grad_norm: 3.9102 2021-01-29 21:22:55,376 - mmaction - INFO - Epoch [35][540/3757] lr: 1.000e-02, eta: 1 day, 11:15:33, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7430, loss_cls: 2.2056, loss: 2.2056, grad_norm: 3.8361 2021-01-29 21:23:00,198 - mmaction - INFO - Epoch [35][560/3757] lr: 1.000e-02, eta: 1 day, 11:15:12, time: 0.241, data_time: 0.004, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7492, loss_cls: 2.1079, loss: 2.1079, grad_norm: 3.9120 2021-01-29 21:23:04,864 - mmaction - INFO - Epoch [35][580/3757] lr: 1.000e-02, eta: 1 day, 11:14:51, time: 0.233, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7414, loss_cls: 2.1844, loss: 2.1844, grad_norm: 3.8119 2021-01-29 21:23:09,528 - mmaction - INFO - Epoch [35][600/3757] lr: 1.000e-02, eta: 1 day, 11:14:30, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.0737, loss: 2.0737, grad_norm: 3.8311 2021-01-29 21:23:15,005 - mmaction - INFO - Epoch [35][620/3757] lr: 1.000e-02, eta: 1 day, 11:14:10, time: 0.273, data_time: 0.004, memory: 3385, top1_acc: 0.4664, top5_acc: 0.7469, loss_cls: 2.2039, loss: 2.2039, grad_norm: 4.0903 2021-01-29 21:23:19,996 - mmaction - INFO - Epoch [35][640/3757] lr: 1.000e-02, eta: 1 day, 11:13:50, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.7011 2021-01-29 21:23:25,044 - mmaction - INFO - Epoch [35][660/3757] lr: 1.000e-02, eta: 1 day, 11:13:30, time: 0.256, data_time: 0.006, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1529, loss: 2.1529, grad_norm: 3.7517 2021-01-29 21:23:30,212 - mmaction - INFO - Epoch [35][680/3757] lr: 1.000e-02, eta: 1 day, 11:13:10, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7609, loss_cls: 2.1100, loss: 2.1100, grad_norm: 3.7709 2021-01-29 21:23:35,478 - mmaction - INFO - Epoch [35][700/3757] lr: 1.000e-02, eta: 1 day, 11:12:50, time: 0.264, data_time: 0.007, memory: 3385, top1_acc: 0.5219, top5_acc: 0.7461, loss_cls: 2.1592, loss: 2.1592, grad_norm: 3.6373 2021-01-29 21:23:41,213 - mmaction - INFO - Epoch [35][720/3757] lr: 1.000e-02, eta: 1 day, 11:12:31, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7625, loss_cls: 2.0882, loss: 2.0882, grad_norm: 3.6750 2021-01-29 21:23:45,967 - mmaction - INFO - Epoch [35][740/3757] lr: 1.000e-02, eta: 1 day, 11:12:10, time: 0.238, data_time: 0.003, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7430, loss_cls: 2.2047, loss: 2.2047, grad_norm: 3.7555 2021-01-29 21:23:50,973 - mmaction - INFO - Epoch [35][760/3757] lr: 1.000e-02, eta: 1 day, 11:11:50, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7523, loss_cls: 2.0856, loss: 2.0856, grad_norm: 3.7866 2021-01-29 21:23:56,045 - mmaction - INFO - Epoch [35][780/3757] lr: 1.000e-02, eta: 1 day, 11:11:29, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.1158, loss: 2.1158, grad_norm: 3.7479 2021-01-29 21:24:01,968 - mmaction - INFO - Epoch [35][800/3757] lr: 1.000e-02, eta: 1 day, 11:11:11, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7414, loss_cls: 2.1888, loss: 2.1888, grad_norm: 3.7649 2021-01-29 21:24:07,035 - mmaction - INFO - Epoch [35][820/3757] lr: 1.000e-02, eta: 1 day, 11:10:51, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7672, loss_cls: 2.0411, loss: 2.0411, grad_norm: 3.6895 2021-01-29 21:24:12,812 - mmaction - INFO - Epoch [35][840/3757] lr: 1.000e-02, eta: 1 day, 11:10:32, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.1312, loss: 2.1312, grad_norm: 3.9043 2021-01-29 21:24:18,962 - mmaction - INFO - Epoch [35][860/3757] lr: 1.000e-02, eta: 1 day, 11:10:14, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7555, loss_cls: 2.1254, loss: 2.1254, grad_norm: 3.7476 2021-01-29 21:24:24,212 - mmaction - INFO - Epoch [35][880/3757] lr: 1.000e-02, eta: 1 day, 11:09:54, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.1101, loss: 2.1101, grad_norm: 3.8261 2021-01-29 21:24:28,967 - mmaction - INFO - Epoch [35][900/3757] lr: 1.000e-02, eta: 1 day, 11:09:33, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.0329, loss: 2.0329, grad_norm: 3.7859 2021-01-29 21:24:34,486 - mmaction - INFO - Epoch [35][920/3757] lr: 1.000e-02, eta: 1 day, 11:09:14, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.1345, loss: 2.1345, grad_norm: 3.8282 2021-01-29 21:24:39,957 - mmaction - INFO - Epoch [35][940/3757] lr: 1.000e-02, eta: 1 day, 11:08:54, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.1488, loss: 2.1488, grad_norm: 3.8025 2021-01-29 21:24:45,178 - mmaction - INFO - Epoch [35][960/3757] lr: 1.000e-02, eta: 1 day, 11:08:34, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7594, loss_cls: 2.0928, loss: 2.0928, grad_norm: 3.8474 2021-01-29 21:24:51,293 - mmaction - INFO - Epoch [35][980/3757] lr: 1.000e-02, eta: 1 day, 11:08:16, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7500, loss_cls: 2.1229, loss: 2.1229, grad_norm: 3.7799 2021-01-29 21:24:57,025 - mmaction - INFO - Epoch [35][1000/3757] lr: 1.000e-02, eta: 1 day, 11:07:57, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7297, loss_cls: 2.1932, loss: 2.1932, grad_norm: 3.9360 2021-01-29 21:25:02,509 - mmaction - INFO - Epoch [35][1020/3757] lr: 1.000e-02, eta: 1 day, 11:07:38, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.0698, loss: 2.0698, grad_norm: 3.7119 2021-01-29 21:25:07,582 - mmaction - INFO - Epoch [35][1040/3757] lr: 1.000e-02, eta: 1 day, 11:07:18, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1118, loss: 2.1118, grad_norm: 3.9316 2021-01-29 21:25:13,225 - mmaction - INFO - Epoch [35][1060/3757] lr: 1.000e-02, eta: 1 day, 11:06:59, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7266, loss_cls: 2.2356, loss: 2.2356, grad_norm: 3.7948 2021-01-29 21:25:18,986 - mmaction - INFO - Epoch [35][1080/3757] lr: 1.000e-02, eta: 1 day, 11:06:40, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7453, loss_cls: 2.1524, loss: 2.1524, grad_norm: 3.7941 2021-01-29 21:25:24,315 - mmaction - INFO - Epoch [35][1100/3757] lr: 1.000e-02, eta: 1 day, 11:06:20, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7477, loss_cls: 2.0865, loss: 2.0865, grad_norm: 3.5957 2021-01-29 21:25:30,626 - mmaction - INFO - Epoch [35][1120/3757] lr: 1.000e-02, eta: 1 day, 11:06:03, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.1096, loss: 2.1096, grad_norm: 3.8076 2021-01-29 21:25:36,314 - mmaction - INFO - Epoch [35][1140/3757] lr: 1.000e-02, eta: 1 day, 11:05:44, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7234, loss_cls: 2.1824, loss: 2.1824, grad_norm: 3.8714 2021-01-29 21:25:41,996 - mmaction - INFO - Epoch [35][1160/3757] lr: 1.000e-02, eta: 1 day, 11:05:25, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7328, loss_cls: 2.1478, loss: 2.1478, grad_norm: 3.7504 2021-01-29 21:25:47,485 - mmaction - INFO - Epoch [35][1180/3757] lr: 1.000e-02, eta: 1 day, 11:05:05, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.8183 2021-01-29 21:25:53,466 - mmaction - INFO - Epoch [35][1200/3757] lr: 1.000e-02, eta: 1 day, 11:04:47, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7539, loss_cls: 2.0653, loss: 2.0653, grad_norm: 3.7608 2021-01-29 21:25:59,718 - mmaction - INFO - Epoch [35][1220/3757] lr: 1.000e-02, eta: 1 day, 11:04:29, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7523, loss_cls: 2.1491, loss: 2.1491, grad_norm: 3.8762 2021-01-29 21:26:05,416 - mmaction - INFO - Epoch [35][1240/3757] lr: 1.000e-02, eta: 1 day, 11:04:10, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7750, loss_cls: 1.9692, loss: 1.9692, grad_norm: 3.6318 2021-01-29 21:26:10,630 - mmaction - INFO - Epoch [35][1260/3757] lr: 1.000e-02, eta: 1 day, 11:03:50, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.8495 2021-01-29 21:26:16,493 - mmaction - INFO - Epoch [35][1280/3757] lr: 1.000e-02, eta: 1 day, 11:03:32, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1012, loss: 2.1012, grad_norm: 3.7131 2021-01-29 21:26:22,823 - mmaction - INFO - Epoch [35][1300/3757] lr: 1.000e-02, eta: 1 day, 11:03:14, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7492, loss_cls: 2.1403, loss: 2.1403, grad_norm: 3.8509 2021-01-29 21:26:28,561 - mmaction - INFO - Epoch [35][1320/3757] lr: 1.000e-02, eta: 1 day, 11:02:55, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1133, loss: 2.1133, grad_norm: 3.8456 2021-01-29 21:26:34,010 - mmaction - INFO - Epoch [35][1340/3757] lr: 1.000e-02, eta: 1 day, 11:02:36, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.0580, loss: 2.0580, grad_norm: 3.7878 2021-01-29 21:26:39,191 - mmaction - INFO - Epoch [35][1360/3757] lr: 1.000e-02, eta: 1 day, 11:02:16, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.1452, loss: 2.1452, grad_norm: 3.7757 2021-01-29 21:26:45,035 - mmaction - INFO - Epoch [35][1380/3757] lr: 1.000e-02, eta: 1 day, 11:01:57, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5367, top5_acc: 0.7609, loss_cls: 2.0331, loss: 2.0331, grad_norm: 3.7538 2021-01-29 21:26:51,115 - mmaction - INFO - Epoch [35][1400/3757] lr: 1.000e-02, eta: 1 day, 11:01:39, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.0657, loss: 2.0657, grad_norm: 3.8191 2021-01-29 21:26:56,258 - mmaction - INFO - Epoch [35][1420/3757] lr: 1.000e-02, eta: 1 day, 11:01:19, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.8271 2021-01-29 21:27:02,223 - mmaction - INFO - Epoch [35][1440/3757] lr: 1.000e-02, eta: 1 day, 11:01:01, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.8350 2021-01-29 21:27:07,537 - mmaction - INFO - Epoch [35][1460/3757] lr: 1.000e-02, eta: 1 day, 11:00:41, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7281, loss_cls: 2.2052, loss: 2.2052, grad_norm: 3.8103 2021-01-29 21:27:14,519 - mmaction - INFO - Epoch [35][1480/3757] lr: 1.000e-02, eta: 1 day, 11:00:25, time: 0.350, data_time: 0.003, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7328, loss_cls: 2.1946, loss: 2.1946, grad_norm: 3.8135 2021-01-29 21:27:20,710 - mmaction - INFO - Epoch [35][1500/3757] lr: 1.000e-02, eta: 1 day, 11:00:07, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1413, loss: 2.1413, grad_norm: 3.7919 2021-01-29 21:27:25,895 - mmaction - INFO - Epoch [35][1520/3757] lr: 1.000e-02, eta: 1 day, 10:59:47, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7305, loss_cls: 2.1795, loss: 2.1795, grad_norm: 3.7361 2021-01-29 21:27:31,060 - mmaction - INFO - Epoch [35][1540/3757] lr: 1.000e-02, eta: 1 day, 10:59:27, time: 0.259, data_time: 0.004, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0735, loss: 2.0735, grad_norm: 3.7034 2021-01-29 21:27:37,287 - mmaction - INFO - Epoch [35][1560/3757] lr: 1.000e-02, eta: 1 day, 10:59:09, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7289, loss_cls: 2.1522, loss: 2.1522, grad_norm: 3.7731 2021-01-29 21:27:42,760 - mmaction - INFO - Epoch [35][1580/3757] lr: 1.000e-02, eta: 1 day, 10:58:50, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2112, loss: 2.2112, grad_norm: 3.7149 2021-01-29 21:27:49,373 - mmaction - INFO - Epoch [35][1600/3757] lr: 1.000e-02, eta: 1 day, 10:58:33, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7414, loss_cls: 2.1062, loss: 2.1062, grad_norm: 3.7486 2021-01-29 21:27:55,147 - mmaction - INFO - Epoch [35][1620/3757] lr: 1.000e-02, eta: 1 day, 10:58:14, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7312, loss_cls: 2.2194, loss: 2.2194, grad_norm: 3.8173 2021-01-29 21:28:00,726 - mmaction - INFO - Epoch [35][1640/3757] lr: 1.000e-02, eta: 1 day, 10:57:55, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4617, top5_acc: 0.7156, loss_cls: 2.3046, loss: 2.3046, grad_norm: 3.8052 2021-01-29 21:28:06,728 - mmaction - INFO - Epoch [35][1660/3757] lr: 1.000e-02, eta: 1 day, 10:57:37, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.1250, loss: 2.1250, grad_norm: 3.6736 2021-01-29 21:28:12,511 - mmaction - INFO - Epoch [35][1680/3757] lr: 1.000e-02, eta: 1 day, 10:57:18, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7539, loss_cls: 2.0982, loss: 2.0982, grad_norm: 3.8548 2021-01-29 21:28:18,707 - mmaction - INFO - Epoch [35][1700/3757] lr: 1.000e-02, eta: 1 day, 10:57:01, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.8627 2021-01-29 21:28:23,780 - mmaction - INFO - Epoch [35][1720/3757] lr: 1.000e-02, eta: 1 day, 10:56:41, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2391, loss: 2.2391, grad_norm: 3.6826 2021-01-29 21:28:29,645 - mmaction - INFO - Epoch [35][1740/3757] lr: 1.000e-02, eta: 1 day, 10:56:22, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.0967, loss: 2.0967, grad_norm: 3.7925 2021-01-29 21:28:35,577 - mmaction - INFO - Epoch [35][1760/3757] lr: 1.000e-02, eta: 1 day, 10:56:04, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7516, loss_cls: 2.1169, loss: 2.1169, grad_norm: 3.8874 2021-01-29 21:28:41,087 - mmaction - INFO - Epoch [35][1780/3757] lr: 1.000e-02, eta: 1 day, 10:55:44, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7414, loss_cls: 2.2038, loss: 2.2038, grad_norm: 3.7311 2021-01-29 21:28:47,258 - mmaction - INFO - Epoch [35][1800/3757] lr: 1.000e-02, eta: 1 day, 10:55:27, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0109, loss: 2.0109, grad_norm: 3.8486 2021-01-29 21:28:53,039 - mmaction - INFO - Epoch [35][1820/3757] lr: 1.000e-02, eta: 1 day, 10:55:08, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7477, loss_cls: 2.1190, loss: 2.1190, grad_norm: 3.8429 2021-01-29 21:28:58,807 - mmaction - INFO - Epoch [35][1840/3757] lr: 1.000e-02, eta: 1 day, 10:54:49, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7594, loss_cls: 2.0809, loss: 2.0809, grad_norm: 3.7189 2021-01-29 21:29:04,594 - mmaction - INFO - Epoch [35][1860/3757] lr: 1.000e-02, eta: 1 day, 10:54:31, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4633, top5_acc: 0.7164, loss_cls: 2.2631, loss: 2.2631, grad_norm: 3.9361 2021-01-29 21:29:09,929 - mmaction - INFO - Epoch [35][1880/3757] lr: 1.000e-02, eta: 1 day, 10:54:11, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.1246, loss: 2.1246, grad_norm: 3.7739 2021-01-29 21:29:16,178 - mmaction - INFO - Epoch [35][1900/3757] lr: 1.000e-02, eta: 1 day, 10:53:53, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7336, loss_cls: 2.1754, loss: 2.1754, grad_norm: 3.8362 2021-01-29 21:29:21,952 - mmaction - INFO - Epoch [35][1920/3757] lr: 1.000e-02, eta: 1 day, 10:53:35, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1429, loss: 2.1429, grad_norm: 3.8721 2021-01-29 21:29:27,852 - mmaction - INFO - Epoch [35][1940/3757] lr: 1.000e-02, eta: 1 day, 10:53:16, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.1255, loss: 2.1255, grad_norm: 3.7144 2021-01-29 21:29:34,395 - mmaction - INFO - Epoch [35][1960/3757] lr: 1.000e-02, eta: 1 day, 10:52:59, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7320, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.6492 2021-01-29 21:29:39,629 - mmaction - INFO - Epoch [35][1980/3757] lr: 1.000e-02, eta: 1 day, 10:52:40, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7227, loss_cls: 2.2634, loss: 2.2634, grad_norm: 3.8973 2021-01-29 21:29:45,618 - mmaction - INFO - Epoch [35][2000/3757] lr: 1.000e-02, eta: 1 day, 10:52:21, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7312, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.8595 2021-01-29 21:29:51,326 - mmaction - INFO - Epoch [35][2020/3757] lr: 1.000e-02, eta: 1 day, 10:52:03, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.8378 2021-01-29 21:29:57,438 - mmaction - INFO - Epoch [35][2040/3757] lr: 1.000e-02, eta: 1 day, 10:51:45, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1616, loss: 2.1616, grad_norm: 3.6737 2021-01-29 21:30:03,211 - mmaction - INFO - Epoch [35][2060/3757] lr: 1.000e-02, eta: 1 day, 10:51:26, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7625, loss_cls: 2.0633, loss: 2.0633, grad_norm: 3.8893 2021-01-29 21:30:09,117 - mmaction - INFO - Epoch [35][2080/3757] lr: 1.000e-02, eta: 1 day, 10:51:08, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7562, loss_cls: 2.1283, loss: 2.1283, grad_norm: 3.8437 2021-01-29 21:30:14,680 - mmaction - INFO - Epoch [35][2100/3757] lr: 1.000e-02, eta: 1 day, 10:50:49, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.1497, loss: 2.1497, grad_norm: 3.7940 2021-01-29 21:30:20,688 - mmaction - INFO - Epoch [35][2120/3757] lr: 1.000e-02, eta: 1 day, 10:50:31, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7547, loss_cls: 2.0965, loss: 2.0965, grad_norm: 3.8587 2021-01-29 21:30:26,080 - mmaction - INFO - Epoch [35][2140/3757] lr: 1.000e-02, eta: 1 day, 10:50:11, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7414, loss_cls: 2.1676, loss: 2.1676, grad_norm: 3.8455 2021-01-29 21:30:31,846 - mmaction - INFO - Epoch [35][2160/3757] lr: 1.000e-02, eta: 1 day, 10:49:53, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2137, loss: 2.2137, grad_norm: 3.8617 2021-01-29 21:30:37,451 - mmaction - INFO - Epoch [35][2180/3757] lr: 1.000e-02, eta: 1 day, 10:49:34, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1858, loss: 2.1858, grad_norm: 3.6971 2021-01-29 21:30:43,564 - mmaction - INFO - Epoch [35][2200/3757] lr: 1.000e-02, eta: 1 day, 10:49:16, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.7558 2021-01-29 21:30:49,206 - mmaction - INFO - Epoch [35][2220/3757] lr: 1.000e-02, eta: 1 day, 10:48:57, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1445, loss: 2.1445, grad_norm: 3.7954 2021-01-29 21:30:55,021 - mmaction - INFO - Epoch [35][2240/3757] lr: 1.000e-02, eta: 1 day, 10:48:39, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7578, loss_cls: 2.1213, loss: 2.1213, grad_norm: 3.8940 2021-01-29 21:31:00,557 - mmaction - INFO - Epoch [35][2260/3757] lr: 1.000e-02, eta: 1 day, 10:48:20, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.8349 2021-01-29 21:31:06,477 - mmaction - INFO - Epoch [35][2280/3757] lr: 1.000e-02, eta: 1 day, 10:48:01, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.1329, loss: 2.1329, grad_norm: 4.2570 2021-01-29 21:31:12,265 - mmaction - INFO - Epoch [35][2300/3757] lr: 1.000e-02, eta: 1 day, 10:47:43, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1700, loss: 2.1700, grad_norm: 3.7455 2021-01-29 21:31:18,299 - mmaction - INFO - Epoch [35][2320/3757] lr: 1.000e-02, eta: 1 day, 10:47:25, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7664, loss_cls: 2.0590, loss: 2.0590, grad_norm: 3.8824 2021-01-29 21:31:24,305 - mmaction - INFO - Epoch [35][2340/3757] lr: 1.000e-02, eta: 1 day, 10:47:07, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1683, loss: 2.1683, grad_norm: 3.7578 2021-01-29 21:31:30,117 - mmaction - INFO - Epoch [35][2360/3757] lr: 1.000e-02, eta: 1 day, 10:46:48, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.1811, loss: 2.1811, grad_norm: 3.6590 2021-01-29 21:31:35,637 - mmaction - INFO - Epoch [35][2380/3757] lr: 1.000e-02, eta: 1 day, 10:46:29, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7359, loss_cls: 2.1612, loss: 2.1612, grad_norm: 3.8832 2021-01-29 21:31:41,761 - mmaction - INFO - Epoch [35][2400/3757] lr: 1.000e-02, eta: 1 day, 10:46:11, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7383, loss_cls: 2.0946, loss: 2.0946, grad_norm: 3.6898 2021-01-29 21:31:47,283 - mmaction - INFO - Epoch [35][2420/3757] lr: 1.000e-02, eta: 1 day, 10:45:52, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1363, loss: 2.1363, grad_norm: 3.7201 2021-01-29 21:31:53,284 - mmaction - INFO - Epoch [35][2440/3757] lr: 1.000e-02, eta: 1 day, 10:45:34, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7445, loss_cls: 2.1255, loss: 2.1255, grad_norm: 3.7026 2021-01-29 21:31:59,731 - mmaction - INFO - Epoch [35][2460/3757] lr: 1.000e-02, eta: 1 day, 10:45:17, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7406, loss_cls: 2.0990, loss: 2.0990, grad_norm: 3.7869 2021-01-29 21:32:05,533 - mmaction - INFO - Epoch [35][2480/3757] lr: 1.000e-02, eta: 1 day, 10:44:58, time: 0.290, data_time: 0.000, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7586, loss_cls: 2.0415, loss: 2.0415, grad_norm: 3.7807 2021-01-29 21:32:10,937 - mmaction - INFO - Epoch [35][2500/3757] lr: 1.000e-02, eta: 1 day, 10:44:39, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.1982, loss: 2.1982, grad_norm: 3.7276 2021-01-29 21:32:16,158 - mmaction - INFO - Epoch [35][2520/3757] lr: 1.000e-02, eta: 1 day, 10:44:20, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7414, loss_cls: 2.1725, loss: 2.1725, grad_norm: 3.7039 2021-01-29 21:32:22,076 - mmaction - INFO - Epoch [35][2540/3757] lr: 1.000e-02, eta: 1 day, 10:44:01, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7695, loss_cls: 2.0380, loss: 2.0380, grad_norm: 3.7784 2021-01-29 21:32:27,394 - mmaction - INFO - Epoch [35][2560/3757] lr: 1.000e-02, eta: 1 day, 10:43:42, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7578, loss_cls: 2.0987, loss: 2.0987, grad_norm: 3.8369 2021-01-29 21:32:32,771 - mmaction - INFO - Epoch [35][2580/3757] lr: 1.000e-02, eta: 1 day, 10:43:23, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7453, loss_cls: 2.1826, loss: 2.1826, grad_norm: 3.7839 2021-01-29 21:32:39,241 - mmaction - INFO - Epoch [35][2600/3757] lr: 1.000e-02, eta: 1 day, 10:43:06, time: 0.324, data_time: 0.004, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.1911, loss: 2.1911, grad_norm: 3.7596 2021-01-29 21:32:45,015 - mmaction - INFO - Epoch [35][2620/3757] lr: 1.000e-02, eta: 1 day, 10:42:47, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1268, loss: 2.1268, grad_norm: 3.7298 2021-01-29 21:32:50,318 - mmaction - INFO - Epoch [35][2640/3757] lr: 1.000e-02, eta: 1 day, 10:42:28, time: 0.265, data_time: 0.004, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.0783, loss: 2.0783, grad_norm: 3.7324 2021-01-29 21:32:56,526 - mmaction - INFO - Epoch [35][2660/3757] lr: 1.000e-02, eta: 1 day, 10:42:10, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7242, loss_cls: 2.2472, loss: 2.2472, grad_norm: 3.8917 2021-01-29 21:33:02,136 - mmaction - INFO - Epoch [35][2680/3757] lr: 1.000e-02, eta: 1 day, 10:41:51, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.2286, loss: 2.2286, grad_norm: 3.9482 2021-01-29 21:33:07,993 - mmaction - INFO - Epoch [35][2700/3757] lr: 1.000e-02, eta: 1 day, 10:41:33, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7516, loss_cls: 2.1336, loss: 2.1336, grad_norm: 3.8982 2021-01-29 21:33:13,560 - mmaction - INFO - Epoch [35][2720/3757] lr: 1.000e-02, eta: 1 day, 10:41:14, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7594, loss_cls: 2.0533, loss: 2.0533, grad_norm: 3.7918 2021-01-29 21:33:19,482 - mmaction - INFO - Epoch [35][2740/3757] lr: 1.000e-02, eta: 1 day, 10:40:56, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.1688, loss: 2.1688, grad_norm: 3.8296 2021-01-29 21:33:25,096 - mmaction - INFO - Epoch [35][2760/3757] lr: 1.000e-02, eta: 1 day, 10:40:37, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.2478, loss: 2.2478, grad_norm: 3.8860 2021-01-29 21:33:30,663 - mmaction - INFO - Epoch [35][2780/3757] lr: 1.000e-02, eta: 1 day, 10:40:18, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.2310, loss: 2.2310, grad_norm: 3.7953 2021-01-29 21:33:35,975 - mmaction - INFO - Epoch [35][2800/3757] lr: 1.000e-02, eta: 1 day, 10:39:59, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7656, loss_cls: 2.0584, loss: 2.0584, grad_norm: 3.8966 2021-01-29 21:33:42,307 - mmaction - INFO - Epoch [35][2820/3757] lr: 1.000e-02, eta: 1 day, 10:39:41, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1614, loss: 2.1614, grad_norm: 3.7354 2021-01-29 21:33:48,440 - mmaction - INFO - Epoch [35][2840/3757] lr: 1.000e-02, eta: 1 day, 10:39:24, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7312, loss_cls: 2.2300, loss: 2.2300, grad_norm: 3.8996 2021-01-29 21:33:53,762 - mmaction - INFO - Epoch [35][2860/3757] lr: 1.000e-02, eta: 1 day, 10:39:04, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7422, loss_cls: 2.1218, loss: 2.1218, grad_norm: 3.7584 2021-01-29 21:33:59,377 - mmaction - INFO - Epoch [35][2880/3757] lr: 1.000e-02, eta: 1 day, 10:38:46, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7453, loss_cls: 2.1005, loss: 2.1005, grad_norm: 3.7629 2021-01-29 21:34:05,304 - mmaction - INFO - Epoch [35][2900/3757] lr: 1.000e-02, eta: 1 day, 10:38:27, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.1028, loss: 2.1028, grad_norm: 3.8451 2021-01-29 21:34:11,293 - mmaction - INFO - Epoch [35][2920/3757] lr: 1.000e-02, eta: 1 day, 10:38:09, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.7704 2021-01-29 21:34:16,895 - mmaction - INFO - Epoch [35][2940/3757] lr: 1.000e-02, eta: 1 day, 10:37:51, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.1791, loss: 2.1791, grad_norm: 3.7698 2021-01-29 21:34:22,693 - mmaction - INFO - Epoch [35][2960/3757] lr: 1.000e-02, eta: 1 day, 10:37:32, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.1391, loss: 2.1391, grad_norm: 3.8117 2021-01-29 21:34:28,968 - mmaction - INFO - Epoch [35][2980/3757] lr: 1.000e-02, eta: 1 day, 10:37:15, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.0898, loss: 2.0898, grad_norm: 3.7919 2021-01-29 21:34:34,953 - mmaction - INFO - Epoch [35][3000/3757] lr: 1.000e-02, eta: 1 day, 10:36:57, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.1192, loss: 2.1192, grad_norm: 3.7924 2021-01-29 21:34:41,005 - mmaction - INFO - Epoch [35][3020/3757] lr: 1.000e-02, eta: 1 day, 10:36:39, time: 0.303, data_time: 0.005, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7266, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.6702 2021-01-29 21:34:46,693 - mmaction - INFO - Epoch [35][3040/3757] lr: 1.000e-02, eta: 1 day, 10:36:20, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.1261, loss: 2.1261, grad_norm: 3.6979 2021-01-29 21:34:52,998 - mmaction - INFO - Epoch [35][3060/3757] lr: 1.000e-02, eta: 1 day, 10:36:03, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1447, loss: 2.1447, grad_norm: 3.7933 2021-01-29 21:34:58,357 - mmaction - INFO - Epoch [35][3080/3757] lr: 1.000e-02, eta: 1 day, 10:35:44, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.1619, loss: 2.1619, grad_norm: 3.8322 2021-01-29 21:35:04,486 - mmaction - INFO - Epoch [35][3100/3757] lr: 1.000e-02, eta: 1 day, 10:35:26, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.1853, loss: 2.1853, grad_norm: 3.8370 2021-01-29 21:35:10,056 - mmaction - INFO - Epoch [35][3120/3757] lr: 1.000e-02, eta: 1 day, 10:35:07, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7391, loss_cls: 2.1528, loss: 2.1528, grad_norm: 3.8407 2021-01-29 21:35:16,447 - mmaction - INFO - Epoch [35][3140/3757] lr: 1.000e-02, eta: 1 day, 10:34:50, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.4742, top5_acc: 0.7484, loss_cls: 2.1901, loss: 2.1901, grad_norm: 3.7552 2021-01-29 21:35:22,560 - mmaction - INFO - Epoch [35][3160/3757] lr: 1.000e-02, eta: 1 day, 10:34:32, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7375, loss_cls: 2.1347, loss: 2.1347, grad_norm: 3.8180 2021-01-29 21:35:28,315 - mmaction - INFO - Epoch [35][3180/3757] lr: 1.000e-02, eta: 1 day, 10:34:14, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7641, loss_cls: 2.0519, loss: 2.0519, grad_norm: 3.6625 2021-01-29 21:35:33,726 - mmaction - INFO - Epoch [35][3200/3757] lr: 1.000e-02, eta: 1 day, 10:33:55, time: 0.271, data_time: 0.004, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7641, loss_cls: 2.0435, loss: 2.0435, grad_norm: 3.8932 2021-01-29 21:35:39,862 - mmaction - INFO - Epoch [35][3220/3757] lr: 1.000e-02, eta: 1 day, 10:33:37, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1210, loss: 2.1210, grad_norm: 3.7116 2021-01-29 21:35:45,907 - mmaction - INFO - Epoch [35][3240/3757] lr: 1.000e-02, eta: 1 day, 10:33:19, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1889, loss: 2.1889, grad_norm: 3.7279 2021-01-29 21:35:52,656 - mmaction - INFO - Epoch [35][3260/3757] lr: 1.000e-02, eta: 1 day, 10:33:03, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 2.0091, loss: 2.0091, grad_norm: 3.7366 2021-01-29 21:35:58,194 - mmaction - INFO - Epoch [35][3280/3757] lr: 1.000e-02, eta: 1 day, 10:32:44, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.7823 2021-01-29 21:36:04,118 - mmaction - INFO - Epoch [35][3300/3757] lr: 1.000e-02, eta: 1 day, 10:32:26, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2063, loss: 2.2063, grad_norm: 3.8958 2021-01-29 21:36:09,968 - mmaction - INFO - Epoch [35][3320/3757] lr: 1.000e-02, eta: 1 day, 10:32:07, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1932, loss: 2.1932, grad_norm: 3.6967 2021-01-29 21:36:15,566 - mmaction - INFO - Epoch [35][3340/3757] lr: 1.000e-02, eta: 1 day, 10:31:49, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7508, loss_cls: 2.0711, loss: 2.0711, grad_norm: 3.7037 2021-01-29 21:36:21,197 - mmaction - INFO - Epoch [35][3360/3757] lr: 1.000e-02, eta: 1 day, 10:31:30, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.9716 2021-01-29 21:36:26,840 - mmaction - INFO - Epoch [35][3380/3757] lr: 1.000e-02, eta: 1 day, 10:31:12, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0778, loss: 2.0778, grad_norm: 3.6658 2021-01-29 21:36:33,049 - mmaction - INFO - Epoch [35][3400/3757] lr: 1.000e-02, eta: 1 day, 10:30:54, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2262, loss: 2.2262, grad_norm: 3.8602 2021-01-29 21:36:39,508 - mmaction - INFO - Epoch [35][3420/3757] lr: 1.000e-02, eta: 1 day, 10:30:37, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7477, loss_cls: 2.1583, loss: 2.1583, grad_norm: 3.8597 2021-01-29 21:36:45,288 - mmaction - INFO - Epoch [35][3440/3757] lr: 1.000e-02, eta: 1 day, 10:30:19, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7438, loss_cls: 2.1808, loss: 2.1808, grad_norm: 3.8190 2021-01-29 21:36:51,537 - mmaction - INFO - Epoch [35][3460/3757] lr: 1.000e-02, eta: 1 day, 10:30:01, time: 0.313, data_time: 0.003, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.2090, loss: 2.2090, grad_norm: 3.8916 2021-01-29 21:36:57,486 - mmaction - INFO - Epoch [35][3480/3757] lr: 1.000e-02, eta: 1 day, 10:29:43, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.1183, loss: 2.1183, grad_norm: 3.7143 2021-01-29 21:37:03,714 - mmaction - INFO - Epoch [35][3500/3757] lr: 1.000e-02, eta: 1 day, 10:29:26, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7219, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.7185 2021-01-29 21:37:09,190 - mmaction - INFO - Epoch [35][3520/3757] lr: 1.000e-02, eta: 1 day, 10:29:07, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.2236, loss: 2.2236, grad_norm: 3.7625 2021-01-29 21:37:14,610 - mmaction - INFO - Epoch [35][3540/3757] lr: 1.000e-02, eta: 1 day, 10:28:48, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7438, loss_cls: 2.1600, loss: 2.1600, grad_norm: 3.7233 2021-01-29 21:37:20,077 - mmaction - INFO - Epoch [35][3560/3757] lr: 1.000e-02, eta: 1 day, 10:28:29, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1463, loss: 2.1463, grad_norm: 3.6947 2021-01-29 21:37:25,593 - mmaction - INFO - Epoch [35][3580/3757] lr: 1.000e-02, eta: 1 day, 10:28:10, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1378, loss: 2.1378, grad_norm: 3.6521 2021-01-29 21:37:31,477 - mmaction - INFO - Epoch [35][3600/3757] lr: 1.000e-02, eta: 1 day, 10:27:52, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7602, loss_cls: 2.0539, loss: 2.0539, grad_norm: 3.8111 2021-01-29 21:37:37,721 - mmaction - INFO - Epoch [35][3620/3757] lr: 1.000e-02, eta: 1 day, 10:27:35, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7523, loss_cls: 2.0838, loss: 2.0838, grad_norm: 3.8568 2021-01-29 21:37:43,780 - mmaction - INFO - Epoch [35][3640/3757] lr: 1.000e-02, eta: 1 day, 10:27:17, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.1487, loss: 2.1487, grad_norm: 3.8025 2021-01-29 21:37:49,651 - mmaction - INFO - Epoch [35][3660/3757] lr: 1.000e-02, eta: 1 day, 10:26:59, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7555, loss_cls: 2.0736, loss: 2.0736, grad_norm: 3.8458 2021-01-29 21:37:55,754 - mmaction - INFO - Epoch [35][3680/3757] lr: 1.000e-02, eta: 1 day, 10:26:41, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7461, loss_cls: 2.1481, loss: 2.1481, grad_norm: 3.8230 2021-01-29 21:38:01,110 - mmaction - INFO - Epoch [35][3700/3757] lr: 1.000e-02, eta: 1 day, 10:26:22, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.0975, loss: 2.0975, grad_norm: 3.8297 2021-01-29 21:38:06,813 - mmaction - INFO - Epoch [35][3720/3757] lr: 1.000e-02, eta: 1 day, 10:26:04, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1268, loss: 2.1268, grad_norm: 3.7595 2021-01-29 21:38:12,983 - mmaction - INFO - Epoch [35][3740/3757] lr: 1.000e-02, eta: 1 day, 10:25:46, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7250, loss_cls: 2.2092, loss: 2.2092, grad_norm: 3.7490 2021-01-29 21:38:35,633 - mmaction - INFO - Saving checkpoint at 35 epochs 2021-01-29 21:50:09,938 - mmaction - INFO - Epoch [36][20/3757] lr: 1.000e-02, eta: 1 day, 10:46:21, time: 34.688, data_time: 34.159, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1614, loss: 2.1614, grad_norm: 3.8500 2021-01-29 21:50:14,035 - mmaction - INFO - Epoch [36][40/3757] lr: 1.000e-02, eta: 1 day, 10:45:59, time: 0.220, data_time: 0.018, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7492, loss_cls: 2.1020, loss: 2.1020, grad_norm: 3.7667 2021-01-29 21:50:18,173 - mmaction - INFO - Epoch [36][60/3757] lr: 1.000e-02, eta: 1 day, 10:45:38, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7680, loss_cls: 2.0533, loss: 2.0533, grad_norm: 3.9144 2021-01-29 21:50:22,321 - mmaction - INFO - Epoch [36][80/3757] lr: 1.000e-02, eta: 1 day, 10:45:16, time: 0.208, data_time: 0.003, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7281, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.8337 2021-01-29 21:50:26,486 - mmaction - INFO - Epoch [36][100/3757] lr: 1.000e-02, eta: 1 day, 10:44:55, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7633, loss_cls: 2.0013, loss: 2.0013, grad_norm: 3.7833 2021-01-29 21:50:30,663 - mmaction - INFO - Epoch [36][120/3757] lr: 1.000e-02, eta: 1 day, 10:44:33, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7359, loss_cls: 2.1333, loss: 2.1333, grad_norm: 3.9180 2021-01-29 21:50:34,744 - mmaction - INFO - Epoch [36][140/3757] lr: 1.000e-02, eta: 1 day, 10:44:12, time: 0.204, data_time: 0.001, memory: 3385, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 1.9975, loss: 1.9975, grad_norm: 3.7886 2021-01-29 21:50:38,883 - mmaction - INFO - Epoch [36][160/3757] lr: 1.000e-02, eta: 1 day, 10:43:50, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0385, loss: 2.0385, grad_norm: 3.7768 2021-01-29 21:50:43,039 - mmaction - INFO - Epoch [36][180/3757] lr: 1.000e-02, eta: 1 day, 10:43:28, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.5406, top5_acc: 0.7641, loss_cls: 1.9987, loss: 1.9987, grad_norm: 3.8301 2021-01-29 21:50:47,146 - mmaction - INFO - Epoch [36][200/3757] lr: 1.000e-02, eta: 1 day, 10:43:07, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5250, top5_acc: 0.7703, loss_cls: 2.0061, loss: 2.0061, grad_norm: 3.8130 2021-01-29 21:50:51,371 - mmaction - INFO - Epoch [36][220/3757] lr: 1.000e-02, eta: 1 day, 10:42:45, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7633, loss_cls: 2.0799, loss: 2.0799, grad_norm: 3.9042 2021-01-29 21:50:55,517 - mmaction - INFO - Epoch [36][240/3757] lr: 1.000e-02, eta: 1 day, 10:42:24, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9478, loss: 1.9478, grad_norm: 3.8944 2021-01-29 21:50:59,610 - mmaction - INFO - Epoch [36][260/3757] lr: 1.000e-02, eta: 1 day, 10:42:02, time: 0.204, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7383, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.8016 2021-01-29 21:51:03,903 - mmaction - INFO - Epoch [36][280/3757] lr: 1.000e-02, eta: 1 day, 10:41:41, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7594, loss_cls: 2.0330, loss: 2.0330, grad_norm: 3.8811 2021-01-29 21:51:08,061 - mmaction - INFO - Epoch [36][300/3757] lr: 1.000e-02, eta: 1 day, 10:41:19, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7734, loss_cls: 2.0600, loss: 2.0600, grad_norm: 3.9426 2021-01-29 21:51:12,351 - mmaction - INFO - Epoch [36][320/3757] lr: 1.000e-02, eta: 1 day, 10:40:58, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 2.0016, loss: 2.0016, grad_norm: 3.7270 2021-01-29 21:51:16,635 - mmaction - INFO - Epoch [36][340/3757] lr: 1.000e-02, eta: 1 day, 10:40:37, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 2.0158, loss: 2.0158, grad_norm: 3.7022 2021-01-29 21:51:20,876 - mmaction - INFO - Epoch [36][360/3757] lr: 1.000e-02, eta: 1 day, 10:40:16, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7508, loss_cls: 2.1110, loss: 2.1110, grad_norm: 4.1549 2021-01-29 21:51:25,095 - mmaction - INFO - Epoch [36][380/3757] lr: 1.000e-02, eta: 1 day, 10:39:54, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7586, loss_cls: 2.0500, loss: 2.0500, grad_norm: 3.7771 2021-01-29 21:51:29,384 - mmaction - INFO - Epoch [36][400/3757] lr: 1.000e-02, eta: 1 day, 10:39:33, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.1570, loss: 2.1570, grad_norm: 3.8527 2021-01-29 21:51:33,839 - mmaction - INFO - Epoch [36][420/3757] lr: 1.000e-02, eta: 1 day, 10:39:12, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7320, loss_cls: 2.1365, loss: 2.1365, grad_norm: 3.7849 2021-01-29 21:51:38,179 - mmaction - INFO - Epoch [36][440/3757] lr: 1.000e-02, eta: 1 day, 10:38:51, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.8967 2021-01-29 21:51:42,739 - mmaction - INFO - Epoch [36][460/3757] lr: 1.000e-02, eta: 1 day, 10:38:30, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7555, loss_cls: 2.1118, loss: 2.1118, grad_norm: 3.8668 2021-01-29 21:51:47,413 - mmaction - INFO - Epoch [36][480/3757] lr: 1.000e-02, eta: 1 day, 10:38:10, time: 0.234, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.1080, loss: 2.1080, grad_norm: 3.9386 2021-01-29 21:51:51,916 - mmaction - INFO - Epoch [36][500/3757] lr: 1.000e-02, eta: 1 day, 10:37:49, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7555, loss_cls: 2.0684, loss: 2.0684, grad_norm: 3.7771 2021-01-29 21:51:56,540 - mmaction - INFO - Epoch [36][520/3757] lr: 1.000e-02, eta: 1 day, 10:37:28, time: 0.231, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.1123, loss: 2.1123, grad_norm: 3.9094 2021-01-29 21:52:01,003 - mmaction - INFO - Epoch [36][540/3757] lr: 1.000e-02, eta: 1 day, 10:37:07, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.0956, loss: 2.0956, grad_norm: 3.8245 2021-01-29 21:52:05,547 - mmaction - INFO - Epoch [36][560/3757] lr: 1.000e-02, eta: 1 day, 10:36:47, time: 0.228, data_time: 0.002, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.0747, loss: 2.0747, grad_norm: 3.8111 2021-01-29 21:52:10,653 - mmaction - INFO - Epoch [36][580/3757] lr: 1.000e-02, eta: 1 day, 10:36:27, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1419, loss: 2.1419, grad_norm: 3.8265 2021-01-29 21:52:15,806 - mmaction - INFO - Epoch [36][600/3757] lr: 1.000e-02, eta: 1 day, 10:36:08, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7508, loss_cls: 2.1743, loss: 2.1743, grad_norm: 3.9601 2021-01-29 21:52:21,577 - mmaction - INFO - Epoch [36][620/3757] lr: 1.000e-02, eta: 1 day, 10:35:49, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7539, loss_cls: 2.1307, loss: 2.1307, grad_norm: 3.8840 2021-01-29 21:52:26,386 - mmaction - INFO - Epoch [36][640/3757] lr: 1.000e-02, eta: 1 day, 10:35:29, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.1263, loss: 2.1263, grad_norm: 3.8006 2021-01-29 21:52:31,361 - mmaction - INFO - Epoch [36][660/3757] lr: 1.000e-02, eta: 1 day, 10:35:09, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7570, loss_cls: 2.0952, loss: 2.0952, grad_norm: 3.7462 2021-01-29 21:52:36,574 - mmaction - INFO - Epoch [36][680/3757] lr: 1.000e-02, eta: 1 day, 10:34:50, time: 0.262, data_time: 0.004, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7453, loss_cls: 2.1150, loss: 2.1150, grad_norm: 3.6848 2021-01-29 21:52:41,407 - mmaction - INFO - Epoch [36][700/3757] lr: 1.000e-02, eta: 1 day, 10:34:29, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7477, loss_cls: 2.1809, loss: 2.1809, grad_norm: 3.8713 2021-01-29 21:52:46,718 - mmaction - INFO - Epoch [36][720/3757] lr: 1.000e-02, eta: 1 day, 10:34:10, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.1003, loss: 2.1003, grad_norm: 3.8986 2021-01-29 21:52:51,481 - mmaction - INFO - Epoch [36][740/3757] lr: 1.000e-02, eta: 1 day, 10:33:50, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7422, loss_cls: 2.0834, loss: 2.0834, grad_norm: 3.8058 2021-01-29 21:52:56,798 - mmaction - INFO - Epoch [36][760/3757] lr: 1.000e-02, eta: 1 day, 10:33:31, time: 0.268, data_time: 0.004, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7523, loss_cls: 2.1066, loss: 2.1066, grad_norm: 3.8206 2021-01-29 21:53:01,445 - mmaction - INFO - Epoch [36][780/3757] lr: 1.000e-02, eta: 1 day, 10:33:10, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7578, loss_cls: 2.1174, loss: 2.1174, grad_norm: 3.8504 2021-01-29 21:53:07,024 - mmaction - INFO - Epoch [36][800/3757] lr: 1.000e-02, eta: 1 day, 10:32:51, time: 0.279, data_time: 0.005, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.0577, loss: 2.0577, grad_norm: 3.8936 2021-01-29 21:53:12,888 - mmaction - INFO - Epoch [36][820/3757] lr: 1.000e-02, eta: 1 day, 10:32:33, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7578, loss_cls: 2.0593, loss: 2.0593, grad_norm: 3.9099 2021-01-29 21:53:17,777 - mmaction - INFO - Epoch [36][840/3757] lr: 1.000e-02, eta: 1 day, 10:32:13, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7367, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.8323 2021-01-29 21:53:23,707 - mmaction - INFO - Epoch [36][860/3757] lr: 1.000e-02, eta: 1 day, 10:31:55, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1471, loss: 2.1471, grad_norm: 3.8480 2021-01-29 21:53:28,779 - mmaction - INFO - Epoch [36][880/3757] lr: 1.000e-02, eta: 1 day, 10:31:35, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0660, loss: 2.0660, grad_norm: 3.9182 2021-01-29 21:53:33,959 - mmaction - INFO - Epoch [36][900/3757] lr: 1.000e-02, eta: 1 day, 10:31:16, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1079, loss: 2.1079, grad_norm: 3.7682 2021-01-29 21:53:39,036 - mmaction - INFO - Epoch [36][920/3757] lr: 1.000e-02, eta: 1 day, 10:30:56, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7461, loss_cls: 2.0674, loss: 2.0674, grad_norm: 3.8942 2021-01-29 21:53:45,374 - mmaction - INFO - Epoch [36][940/3757] lr: 1.000e-02, eta: 1 day, 10:30:39, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7383, loss_cls: 2.2377, loss: 2.2377, grad_norm: 3.8310 2021-01-29 21:53:50,527 - mmaction - INFO - Epoch [36][960/3757] lr: 1.000e-02, eta: 1 day, 10:30:19, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7430, loss_cls: 2.1908, loss: 2.1908, grad_norm: 3.8707 2021-01-29 21:53:55,429 - mmaction - INFO - Epoch [36][980/3757] lr: 1.000e-02, eta: 1 day, 10:29:59, time: 0.245, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.1234, loss: 2.1234, grad_norm: 3.7688 2021-01-29 21:54:01,574 - mmaction - INFO - Epoch [36][1000/3757] lr: 1.000e-02, eta: 1 day, 10:29:42, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7438, loss_cls: 2.0658, loss: 2.0658, grad_norm: 3.8475 2021-01-29 21:54:06,931 - mmaction - INFO - Epoch [36][1020/3757] lr: 1.000e-02, eta: 1 day, 10:29:23, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0836, loss: 2.0836, grad_norm: 3.8107 2021-01-29 21:54:11,844 - mmaction - INFO - Epoch [36][1040/3757] lr: 1.000e-02, eta: 1 day, 10:29:03, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.1968, loss: 2.1968, grad_norm: 3.8308 2021-01-29 21:54:17,529 - mmaction - INFO - Epoch [36][1060/3757] lr: 1.000e-02, eta: 1 day, 10:28:44, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1161, loss: 2.1161, grad_norm: 3.8153 2021-01-29 21:54:23,563 - mmaction - INFO - Epoch [36][1080/3757] lr: 1.000e-02, eta: 1 day, 10:28:26, time: 0.302, data_time: 0.005, memory: 3385, top1_acc: 0.5266, top5_acc: 0.7641, loss_cls: 1.9674, loss: 1.9674, grad_norm: 3.7045 2021-01-29 21:54:29,193 - mmaction - INFO - Epoch [36][1100/3757] lr: 1.000e-02, eta: 1 day, 10:28:08, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7758, loss_cls: 2.0146, loss: 2.0146, grad_norm: 3.8914 2021-01-29 21:54:35,211 - mmaction - INFO - Epoch [36][1120/3757] lr: 1.000e-02, eta: 1 day, 10:27:50, time: 0.301, data_time: 0.006, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1409, loss: 2.1409, grad_norm: 3.8922 2021-01-29 21:54:40,702 - mmaction - INFO - Epoch [36][1140/3757] lr: 1.000e-02, eta: 1 day, 10:27:31, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5359, top5_acc: 0.7492, loss_cls: 2.0284, loss: 2.0284, grad_norm: 3.7428 2021-01-29 21:54:46,864 - mmaction - INFO - Epoch [36][1160/3757] lr: 1.000e-02, eta: 1 day, 10:27:13, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1718, loss: 2.1718, grad_norm: 3.7674 2021-01-29 21:54:52,419 - mmaction - INFO - Epoch [36][1180/3757] lr: 1.000e-02, eta: 1 day, 10:26:55, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7289, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.8709 2021-01-29 21:54:59,079 - mmaction - INFO - Epoch [36][1200/3757] lr: 1.000e-02, eta: 1 day, 10:26:38, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7352, loss_cls: 2.1782, loss: 2.1782, grad_norm: 3.6966 2021-01-29 21:55:04,813 - mmaction - INFO - Epoch [36][1220/3757] lr: 1.000e-02, eta: 1 day, 10:26:19, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7484, loss_cls: 2.1411, loss: 2.1411, grad_norm: 3.6798 2021-01-29 21:55:10,522 - mmaction - INFO - Epoch [36][1240/3757] lr: 1.000e-02, eta: 1 day, 10:26:01, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.1544, loss: 2.1544, grad_norm: 3.7711 2021-01-29 21:55:16,282 - mmaction - INFO - Epoch [36][1260/3757] lr: 1.000e-02, eta: 1 day, 10:25:43, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.0943, loss: 2.0943, grad_norm: 3.8075 2021-01-29 21:55:22,334 - mmaction - INFO - Epoch [36][1280/3757] lr: 1.000e-02, eta: 1 day, 10:25:25, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7570, loss_cls: 2.0957, loss: 2.0957, grad_norm: 3.8489 2021-01-29 21:55:28,381 - mmaction - INFO - Epoch [36][1300/3757] lr: 1.000e-02, eta: 1 day, 10:25:07, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7430, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.8482 2021-01-29 21:55:34,319 - mmaction - INFO - Epoch [36][1320/3757] lr: 1.000e-02, eta: 1 day, 10:24:49, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.1526, loss: 2.1526, grad_norm: 3.8562 2021-01-29 21:55:39,841 - mmaction - INFO - Epoch [36][1340/3757] lr: 1.000e-02, eta: 1 day, 10:24:30, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.7774 2021-01-29 21:55:45,122 - mmaction - INFO - Epoch [36][1360/3757] lr: 1.000e-02, eta: 1 day, 10:24:11, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.2267, loss: 2.2267, grad_norm: 5.3158 2021-01-29 21:55:51,337 - mmaction - INFO - Epoch [36][1380/3757] lr: 1.000e-02, eta: 1 day, 10:23:54, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7578, loss_cls: 2.0283, loss: 2.0283, grad_norm: 3.6943 2021-01-29 21:55:56,728 - mmaction - INFO - Epoch [36][1400/3757] lr: 1.000e-02, eta: 1 day, 10:23:35, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1252, loss: 2.1252, grad_norm: 3.8631 2021-01-29 21:56:02,618 - mmaction - INFO - Epoch [36][1420/3757] lr: 1.000e-02, eta: 1 day, 10:23:17, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7344, loss_cls: 2.1766, loss: 2.1766, grad_norm: 3.8595 2021-01-29 21:56:08,391 - mmaction - INFO - Epoch [36][1440/3757] lr: 1.000e-02, eta: 1 day, 10:22:58, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.7579 2021-01-29 21:56:15,642 - mmaction - INFO - Epoch [36][1460/3757] lr: 1.000e-02, eta: 1 day, 10:22:43, time: 0.363, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.1353, loss: 2.1353, grad_norm: 3.7166 2021-01-29 21:56:21,212 - mmaction - INFO - Epoch [36][1480/3757] lr: 1.000e-02, eta: 1 day, 10:22:24, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.1342, loss: 2.1342, grad_norm: 3.8091 2021-01-29 21:56:26,377 - mmaction - INFO - Epoch [36][1500/3757] lr: 1.000e-02, eta: 1 day, 10:22:05, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.2000, loss: 2.2000, grad_norm: 3.7398 2021-01-29 21:56:32,110 - mmaction - INFO - Epoch [36][1520/3757] lr: 1.000e-02, eta: 1 day, 10:21:46, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1719, loss: 2.1719, grad_norm: 3.6813 2021-01-29 21:56:37,913 - mmaction - INFO - Epoch [36][1540/3757] lr: 1.000e-02, eta: 1 day, 10:21:28, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.8156 2021-01-29 21:56:43,189 - mmaction - INFO - Epoch [36][1560/3757] lr: 1.000e-02, eta: 1 day, 10:21:09, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.1677, loss: 2.1677, grad_norm: 3.8618 2021-01-29 21:56:49,682 - mmaction - INFO - Epoch [36][1580/3757] lr: 1.000e-02, eta: 1 day, 10:20:52, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.2218, loss: 2.2218, grad_norm: 3.8638 2021-01-29 21:56:55,643 - mmaction - INFO - Epoch [36][1600/3757] lr: 1.000e-02, eta: 1 day, 10:20:34, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.1555, loss: 2.1555, grad_norm: 3.8454 2021-01-29 21:57:01,900 - mmaction - INFO - Epoch [36][1620/3757] lr: 1.000e-02, eta: 1 day, 10:20:17, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7445, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.7846 2021-01-29 21:57:07,364 - mmaction - INFO - Epoch [36][1640/3757] lr: 1.000e-02, eta: 1 day, 10:19:58, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7305, loss_cls: 2.2317, loss: 2.2317, grad_norm: 3.9233 2021-01-29 21:57:13,160 - mmaction - INFO - Epoch [36][1660/3757] lr: 1.000e-02, eta: 1 day, 10:19:40, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.0586, loss: 2.0586, grad_norm: 3.7328 2021-01-29 21:57:19,007 - mmaction - INFO - Epoch [36][1680/3757] lr: 1.000e-02, eta: 1 day, 10:19:22, time: 0.292, data_time: 0.000, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7516, loss_cls: 2.1466, loss: 2.1466, grad_norm: 3.8621 2021-01-29 21:57:25,164 - mmaction - INFO - Epoch [36][1700/3757] lr: 1.000e-02, eta: 1 day, 10:19:04, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7602, loss_cls: 2.0679, loss: 2.0679, grad_norm: 3.8335 2021-01-29 21:57:31,084 - mmaction - INFO - Epoch [36][1720/3757] lr: 1.000e-02, eta: 1 day, 10:18:46, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.0787, loss: 2.0787, grad_norm: 3.7863 2021-01-29 21:57:36,352 - mmaction - INFO - Epoch [36][1740/3757] lr: 1.000e-02, eta: 1 day, 10:18:27, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7562, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.7121 2021-01-29 21:57:42,294 - mmaction - INFO - Epoch [36][1760/3757] lr: 1.000e-02, eta: 1 day, 10:18:09, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7492, loss_cls: 2.1404, loss: 2.1404, grad_norm: 3.8165 2021-01-29 21:57:48,093 - mmaction - INFO - Epoch [36][1780/3757] lr: 1.000e-02, eta: 1 day, 10:17:51, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7391, loss_cls: 2.1136, loss: 2.1136, grad_norm: 3.7503 2021-01-29 21:57:54,379 - mmaction - INFO - Epoch [36][1800/3757] lr: 1.000e-02, eta: 1 day, 10:17:34, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5328, top5_acc: 0.7555, loss_cls: 1.9978, loss: 1.9978, grad_norm: 3.7846 2021-01-29 21:58:01,293 - mmaction - INFO - Epoch [36][1820/3757] lr: 1.000e-02, eta: 1 day, 10:17:18, time: 0.346, data_time: 0.001, memory: 3385, top1_acc: 0.5297, top5_acc: 0.7492, loss_cls: 2.0856, loss: 2.0856, grad_norm: 3.7001 2021-01-29 21:58:07,480 - mmaction - INFO - Epoch [36][1840/3757] lr: 1.000e-02, eta: 1 day, 10:17:00, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.0946, loss: 2.0946, grad_norm: 3.8228 2021-01-29 21:58:13,597 - mmaction - INFO - Epoch [36][1860/3757] lr: 1.000e-02, eta: 1 day, 10:16:43, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1250, loss: 2.1250, grad_norm: 3.8847 2021-01-29 21:58:19,687 - mmaction - INFO - Epoch [36][1880/3757] lr: 1.000e-02, eta: 1 day, 10:16:25, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1334, loss: 2.1334, grad_norm: 3.8574 2021-01-29 21:58:25,656 - mmaction - INFO - Epoch [36][1900/3757] lr: 1.000e-02, eta: 1 day, 10:16:07, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7477, loss_cls: 2.1303, loss: 2.1303, grad_norm: 3.8122 2021-01-29 21:58:31,254 - mmaction - INFO - Epoch [36][1920/3757] lr: 1.000e-02, eta: 1 day, 10:15:49, time: 0.282, data_time: 0.012, memory: 3385, top1_acc: 0.5430, top5_acc: 0.7703, loss_cls: 1.9914, loss: 1.9914, grad_norm: 3.7660 2021-01-29 21:58:36,941 - mmaction - INFO - Epoch [36][1940/3757] lr: 1.000e-02, eta: 1 day, 10:15:30, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7297, loss_cls: 2.1565, loss: 2.1565, grad_norm: 3.9297 2021-01-29 21:58:43,976 - mmaction - INFO - Epoch [36][1960/3757] lr: 1.000e-02, eta: 1 day, 10:15:14, time: 0.352, data_time: 0.002, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.0550, loss: 2.0550, grad_norm: 3.7493 2021-01-29 21:58:49,578 - mmaction - INFO - Epoch [36][1980/3757] lr: 1.000e-02, eta: 1 day, 10:14:56, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.2073, loss: 2.2073, grad_norm: 3.8942 2021-01-29 21:58:55,488 - mmaction - INFO - Epoch [36][2000/3757] lr: 1.000e-02, eta: 1 day, 10:14:38, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7336, loss_cls: 2.1016, loss: 2.1016, grad_norm: 3.7637 2021-01-29 21:59:01,394 - mmaction - INFO - Epoch [36][2020/3757] lr: 1.000e-02, eta: 1 day, 10:14:20, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7398, loss_cls: 2.1842, loss: 2.1842, grad_norm: 3.7850 2021-01-29 21:59:07,238 - mmaction - INFO - Epoch [36][2040/3757] lr: 1.000e-02, eta: 1 day, 10:14:02, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7492, loss_cls: 2.1806, loss: 2.1806, grad_norm: 3.7359 2021-01-29 21:59:13,085 - mmaction - INFO - Epoch [36][2060/3757] lr: 1.000e-02, eta: 1 day, 10:13:44, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7531, loss_cls: 2.0670, loss: 2.0670, grad_norm: 3.8575 2021-01-29 21:59:19,771 - mmaction - INFO - Epoch [36][2080/3757] lr: 1.000e-02, eta: 1 day, 10:13:27, time: 0.335, data_time: 0.004, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.0668, loss: 2.0668, grad_norm: 3.9069 2021-01-29 21:59:26,077 - mmaction - INFO - Epoch [36][2100/3757] lr: 1.000e-02, eta: 1 day, 10:13:10, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7508, loss_cls: 2.1322, loss: 2.1322, grad_norm: 3.7715 2021-01-29 21:59:32,942 - mmaction - INFO - Epoch [36][2120/3757] lr: 1.000e-02, eta: 1 day, 10:12:54, time: 0.343, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.1730, loss: 2.1730, grad_norm: 3.7859 2021-01-29 21:59:38,231 - mmaction - INFO - Epoch [36][2140/3757] lr: 1.000e-02, eta: 1 day, 10:12:35, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7484, loss_cls: 2.0941, loss: 2.0941, grad_norm: 3.7499 2021-01-29 21:59:44,562 - mmaction - INFO - Epoch [36][2160/3757] lr: 1.000e-02, eta: 1 day, 10:12:18, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7227, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.9135 2021-01-29 21:59:50,391 - mmaction - INFO - Epoch [36][2180/3757] lr: 1.000e-02, eta: 1 day, 10:12:00, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.1491, loss: 2.1491, grad_norm: 3.7193 2021-01-29 21:59:56,143 - mmaction - INFO - Epoch [36][2200/3757] lr: 1.000e-02, eta: 1 day, 10:11:42, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7516, loss_cls: 2.1453, loss: 2.1453, grad_norm: 3.8113 2021-01-29 22:00:02,013 - mmaction - INFO - Epoch [36][2220/3757] lr: 1.000e-02, eta: 1 day, 10:11:24, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.1596, loss: 2.1596, grad_norm: 3.7739 2021-01-29 22:00:07,816 - mmaction - INFO - Epoch [36][2240/3757] lr: 1.000e-02, eta: 1 day, 10:11:06, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7242, loss_cls: 2.2150, loss: 2.2150, grad_norm: 3.7418 2021-01-29 22:00:14,001 - mmaction - INFO - Epoch [36][2260/3757] lr: 1.000e-02, eta: 1 day, 10:10:48, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1793, loss: 2.1793, grad_norm: 3.8059 2021-01-29 22:00:19,485 - mmaction - INFO - Epoch [36][2280/3757] lr: 1.000e-02, eta: 1 day, 10:10:30, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.0949, loss: 2.0949, grad_norm: 3.7812 2021-01-29 22:00:26,151 - mmaction - INFO - Epoch [36][2300/3757] lr: 1.000e-02, eta: 1 day, 10:10:13, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7414, loss_cls: 2.1501, loss: 2.1501, grad_norm: 3.7136 2021-01-29 22:00:32,575 - mmaction - INFO - Epoch [36][2320/3757] lr: 1.000e-02, eta: 1 day, 10:09:56, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.1025, loss: 2.1025, grad_norm: 3.8922 2021-01-29 22:00:38,302 - mmaction - INFO - Epoch [36][2340/3757] lr: 1.000e-02, eta: 1 day, 10:09:38, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1770, loss: 2.1770, grad_norm: 3.7894 2021-01-29 22:00:44,392 - mmaction - INFO - Epoch [36][2360/3757] lr: 1.000e-02, eta: 1 day, 10:09:20, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7250, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.7222 2021-01-29 22:00:50,631 - mmaction - INFO - Epoch [36][2380/3757] lr: 1.000e-02, eta: 1 day, 10:09:03, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7430, loss_cls: 2.1753, loss: 2.1753, grad_norm: 3.8846 2021-01-29 22:00:57,171 - mmaction - INFO - Epoch [36][2400/3757] lr: 1.000e-02, eta: 1 day, 10:08:46, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1079, loss: 2.1079, grad_norm: 3.6877 2021-01-29 22:01:02,511 - mmaction - INFO - Epoch [36][2420/3757] lr: 1.000e-02, eta: 1 day, 10:08:27, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.0849, loss: 2.0849, grad_norm: 3.6776 2021-01-29 22:01:08,794 - mmaction - INFO - Epoch [36][2440/3757] lr: 1.000e-02, eta: 1 day, 10:08:10, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7414, loss_cls: 2.1418, loss: 2.1418, grad_norm: 3.8205 2021-01-29 22:01:14,999 - mmaction - INFO - Epoch [36][2460/3757] lr: 1.000e-02, eta: 1 day, 10:07:53, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7336, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.7969 2021-01-29 22:01:21,301 - mmaction - INFO - Epoch [36][2480/3757] lr: 1.000e-02, eta: 1 day, 10:07:36, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1226, loss: 2.1226, grad_norm: 3.7478 2021-01-29 22:01:27,265 - mmaction - INFO - Epoch [36][2500/3757] lr: 1.000e-02, eta: 1 day, 10:07:18, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7344, loss_cls: 2.1194, loss: 2.1194, grad_norm: 3.7396 2021-01-29 22:01:33,336 - mmaction - INFO - Epoch [36][2520/3757] lr: 1.000e-02, eta: 1 day, 10:07:01, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7555, loss_cls: 2.0483, loss: 2.0483, grad_norm: 3.8654 2021-01-29 22:01:39,199 - mmaction - INFO - Epoch [36][2540/3757] lr: 1.000e-02, eta: 1 day, 10:06:43, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4734, top5_acc: 0.7547, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.8835 2021-01-29 22:01:45,130 - mmaction - INFO - Epoch [36][2560/3757] lr: 1.000e-02, eta: 1 day, 10:06:25, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1168, loss: 2.1168, grad_norm: 3.8228 2021-01-29 22:01:51,215 - mmaction - INFO - Epoch [36][2580/3757] lr: 1.000e-02, eta: 1 day, 10:06:07, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1973, loss: 2.1973, grad_norm: 3.7719 2021-01-29 22:01:56,613 - mmaction - INFO - Epoch [36][2600/3757] lr: 1.000e-02, eta: 1 day, 10:05:49, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7562, loss_cls: 1.9975, loss: 1.9975, grad_norm: 3.7050 2021-01-29 22:02:02,899 - mmaction - INFO - Epoch [36][2620/3757] lr: 1.000e-02, eta: 1 day, 10:05:31, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.8236 2021-01-29 22:02:09,426 - mmaction - INFO - Epoch [36][2640/3757] lr: 1.000e-02, eta: 1 day, 10:05:15, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7445, loss_cls: 2.1395, loss: 2.1395, grad_norm: 3.7062 2021-01-29 22:02:15,784 - mmaction - INFO - Epoch [36][2660/3757] lr: 1.000e-02, eta: 1 day, 10:04:58, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.1728, loss: 2.1728, grad_norm: 3.6303 2021-01-29 22:02:22,566 - mmaction - INFO - Epoch [36][2680/3757] lr: 1.000e-02, eta: 1 day, 10:04:41, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.1130, loss: 2.1130, grad_norm: 3.6449 2021-01-29 22:02:27,848 - mmaction - INFO - Epoch [36][2700/3757] lr: 1.000e-02, eta: 1 day, 10:04:23, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.1910, loss: 2.1910, grad_norm: 3.9855 2021-01-29 22:02:34,674 - mmaction - INFO - Epoch [36][2720/3757] lr: 1.000e-02, eta: 1 day, 10:04:06, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7633, loss_cls: 2.1328, loss: 2.1328, grad_norm: 3.8598 2021-01-29 22:02:41,035 - mmaction - INFO - Epoch [36][2740/3757] lr: 1.000e-02, eta: 1 day, 10:03:49, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7453, loss_cls: 2.2120, loss: 2.2120, grad_norm: 3.8651 2021-01-29 22:02:46,860 - mmaction - INFO - Epoch [36][2760/3757] lr: 1.000e-02, eta: 1 day, 10:03:31, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.0928, loss: 2.0928, grad_norm: 3.7394 2021-01-29 22:02:52,926 - mmaction - INFO - Epoch [36][2780/3757] lr: 1.000e-02, eta: 1 day, 10:03:14, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.2007, loss: 2.2007, grad_norm: 3.7357 2021-01-29 22:02:58,880 - mmaction - INFO - Epoch [36][2800/3757] lr: 1.000e-02, eta: 1 day, 10:02:56, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.0852, loss: 2.0852, grad_norm: 3.7283 2021-01-29 22:03:04,229 - mmaction - INFO - Epoch [36][2820/3757] lr: 1.000e-02, eta: 1 day, 10:02:37, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7281, loss_cls: 2.2386, loss: 2.2386, grad_norm: 3.8709 2021-01-29 22:03:10,282 - mmaction - INFO - Epoch [36][2840/3757] lr: 1.000e-02, eta: 1 day, 10:02:20, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5422, top5_acc: 0.7602, loss_cls: 2.0156, loss: 2.0156, grad_norm: 3.7761 2021-01-29 22:03:16,957 - mmaction - INFO - Epoch [36][2860/3757] lr: 1.000e-02, eta: 1 day, 10:02:04, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.5375, top5_acc: 0.7766, loss_cls: 1.9341, loss: 1.9341, grad_norm: 3.7099 2021-01-29 22:03:22,818 - mmaction - INFO - Epoch [36][2880/3757] lr: 1.000e-02, eta: 1 day, 10:01:46, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7398, loss_cls: 2.1249, loss: 2.1249, grad_norm: 3.8093 2021-01-29 22:03:29,227 - mmaction - INFO - Epoch [36][2900/3757] lr: 1.000e-02, eta: 1 day, 10:01:29, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2171, loss: 2.2171, grad_norm: 3.8197 2021-01-29 22:03:34,894 - mmaction - INFO - Epoch [36][2920/3757] lr: 1.000e-02, eta: 1 day, 10:01:11, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.1287, loss: 2.1287, grad_norm: 3.5337 2021-01-29 22:03:41,277 - mmaction - INFO - Epoch [36][2940/3757] lr: 1.000e-02, eta: 1 day, 10:00:54, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7273, loss_cls: 2.1265, loss: 2.1265, grad_norm: 3.7995 2021-01-29 22:03:46,977 - mmaction - INFO - Epoch [36][2960/3757] lr: 1.000e-02, eta: 1 day, 10:00:36, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.1597, loss: 2.1597, grad_norm: 3.7550 2021-01-29 22:03:53,189 - mmaction - INFO - Epoch [36][2980/3757] lr: 1.000e-02, eta: 1 day, 10:00:18, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7523, loss_cls: 2.0954, loss: 2.0954, grad_norm: 3.7971 2021-01-29 22:04:00,224 - mmaction - INFO - Epoch [36][3000/3757] lr: 1.000e-02, eta: 1 day, 10:00:03, time: 0.352, data_time: 0.003, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.1456, loss: 2.1456, grad_norm: 3.7404 2021-01-29 22:04:05,987 - mmaction - INFO - Epoch [36][3020/3757] lr: 1.000e-02, eta: 1 day, 9:59:45, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7461, loss_cls: 2.1505, loss: 2.1505, grad_norm: 3.7823 2021-01-29 22:04:12,297 - mmaction - INFO - Epoch [36][3040/3757] lr: 1.000e-02, eta: 1 day, 9:59:28, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2135, loss: 2.2135, grad_norm: 3.8026 2021-01-29 22:04:18,303 - mmaction - INFO - Epoch [36][3060/3757] lr: 1.000e-02, eta: 1 day, 9:59:10, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7344, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.7709 2021-01-29 22:04:25,397 - mmaction - INFO - Epoch [36][3080/3757] lr: 1.000e-02, eta: 1 day, 9:58:54, time: 0.355, data_time: 0.003, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.7634 2021-01-29 22:04:31,569 - mmaction - INFO - Epoch [36][3100/3757] lr: 1.000e-02, eta: 1 day, 9:58:37, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2166, loss: 2.2166, grad_norm: 3.7411 2021-01-29 22:04:37,678 - mmaction - INFO - Epoch [36][3120/3757] lr: 1.000e-02, eta: 1 day, 9:58:20, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5219, top5_acc: 0.7430, loss_cls: 2.0650, loss: 2.0650, grad_norm: 3.6235 2021-01-29 22:04:44,178 - mmaction - INFO - Epoch [36][3140/3757] lr: 1.000e-02, eta: 1 day, 9:58:03, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7211, loss_cls: 2.2581, loss: 2.2581, grad_norm: 3.8994 2021-01-29 22:04:51,100 - mmaction - INFO - Epoch [36][3160/3757] lr: 1.000e-02, eta: 1 day, 9:57:47, time: 0.346, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7352, loss_cls: 2.1681, loss: 2.1681, grad_norm: 3.6952 2021-01-29 22:04:57,262 - mmaction - INFO - Epoch [36][3180/3757] lr: 1.000e-02, eta: 1 day, 9:57:30, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1724, loss: 2.1724, grad_norm: 3.6992 2021-01-29 22:05:02,929 - mmaction - INFO - Epoch [36][3200/3757] lr: 1.000e-02, eta: 1 day, 9:57:12, time: 0.283, data_time: 0.000, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7188, loss_cls: 2.2463, loss: 2.2463, grad_norm: 3.7955 2021-01-29 22:05:09,455 - mmaction - INFO - Epoch [36][3220/3757] lr: 1.000e-02, eta: 1 day, 9:56:55, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5320, top5_acc: 0.7531, loss_cls: 2.0478, loss: 2.0478, grad_norm: 3.7600 2021-01-29 22:05:15,488 - mmaction - INFO - Epoch [36][3240/3757] lr: 1.000e-02, eta: 1 day, 9:56:38, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1304, loss: 2.1304, grad_norm: 3.7548 2021-01-29 22:05:21,244 - mmaction - INFO - Epoch [36][3260/3757] lr: 1.000e-02, eta: 1 day, 9:56:20, time: 0.287, data_time: 0.005, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.1188, loss: 2.1188, grad_norm: 3.7936 2021-01-29 22:05:27,505 - mmaction - INFO - Epoch [36][3280/3757] lr: 1.000e-02, eta: 1 day, 9:56:03, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.4641, top5_acc: 0.7164, loss_cls: 2.2838, loss: 2.2838, grad_norm: 3.9526 2021-01-29 22:05:33,272 - mmaction - INFO - Epoch [36][3300/3757] lr: 1.000e-02, eta: 1 day, 9:55:45, time: 0.288, data_time: 0.004, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1750, loss: 2.1750, grad_norm: 3.8041 2021-01-29 22:05:39,007 - mmaction - INFO - Epoch [36][3320/3757] lr: 1.000e-02, eta: 1 day, 9:55:27, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7555, loss_cls: 2.1077, loss: 2.1077, grad_norm: 3.7501 2021-01-29 22:05:45,528 - mmaction - INFO - Epoch [36][3340/3757] lr: 1.000e-02, eta: 1 day, 9:55:10, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1250, loss: 2.1250, grad_norm: 4.0193 2021-01-29 22:05:52,605 - mmaction - INFO - Epoch [36][3360/3757] lr: 1.000e-02, eta: 1 day, 9:54:54, time: 0.354, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7430, loss_cls: 2.1014, loss: 2.1014, grad_norm: 3.6936 2021-01-29 22:05:58,305 - mmaction - INFO - Epoch [36][3380/3757] lr: 1.000e-02, eta: 1 day, 9:54:36, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.1686, loss: 2.1686, grad_norm: 3.8185 2021-01-29 22:06:04,191 - mmaction - INFO - Epoch [36][3400/3757] lr: 1.000e-02, eta: 1 day, 9:54:19, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.7758 2021-01-29 22:06:10,557 - mmaction - INFO - Epoch [36][3420/3757] lr: 1.000e-02, eta: 1 day, 9:54:02, time: 0.318, data_time: 0.004, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7344, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.8285 2021-01-29 22:06:17,241 - mmaction - INFO - Epoch [36][3440/3757] lr: 1.000e-02, eta: 1 day, 9:53:45, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7508, loss_cls: 2.1392, loss: 2.1392, grad_norm: 3.9536 2021-01-29 22:06:23,204 - mmaction - INFO - Epoch [36][3460/3757] lr: 1.000e-02, eta: 1 day, 9:53:28, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7602, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.7163 2021-01-29 22:06:30,225 - mmaction - INFO - Epoch [36][3480/3757] lr: 1.000e-02, eta: 1 day, 9:53:12, time: 0.351, data_time: 0.002, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7344, loss_cls: 2.1824, loss: 2.1824, grad_norm: 3.7693 2021-01-29 22:06:35,980 - mmaction - INFO - Epoch [36][3500/3757] lr: 1.000e-02, eta: 1 day, 9:52:54, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7672, loss_cls: 2.0197, loss: 2.0197, grad_norm: 3.8363 2021-01-29 22:06:41,730 - mmaction - INFO - Epoch [36][3520/3757] lr: 1.000e-02, eta: 1 day, 9:52:36, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7523, loss_cls: 2.1316, loss: 2.1316, grad_norm: 3.8445 2021-01-29 22:06:48,225 - mmaction - INFO - Epoch [36][3540/3757] lr: 1.000e-02, eta: 1 day, 9:52:20, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.1565, loss: 2.1565, grad_norm: 3.7681 2021-01-29 22:06:53,994 - mmaction - INFO - Epoch [36][3560/3757] lr: 1.000e-02, eta: 1 day, 9:52:02, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7445, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.7697 2021-01-29 22:07:00,448 - mmaction - INFO - Epoch [36][3580/3757] lr: 1.000e-02, eta: 1 day, 9:51:45, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7648, loss_cls: 1.9955, loss: 1.9955, grad_norm: 3.7273 2021-01-29 22:07:06,436 - mmaction - INFO - Epoch [36][3600/3757] lr: 1.000e-02, eta: 1 day, 9:51:27, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1337, loss: 2.1337, grad_norm: 3.9440 2021-01-29 22:07:12,048 - mmaction - INFO - Epoch [36][3620/3757] lr: 1.000e-02, eta: 1 day, 9:51:09, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7227, loss_cls: 2.2469, loss: 2.2469, grad_norm: 3.7325 2021-01-29 22:07:18,316 - mmaction - INFO - Epoch [36][3640/3757] lr: 1.000e-02, eta: 1 day, 9:50:52, time: 0.313, data_time: 0.004, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.2121, loss: 2.2121, grad_norm: 3.7989 2021-01-29 22:07:24,742 - mmaction - INFO - Epoch [36][3660/3757] lr: 1.000e-02, eta: 1 day, 9:50:36, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.1495, loss: 2.1495, grad_norm: 3.8148 2021-01-29 22:07:30,435 - mmaction - INFO - Epoch [36][3680/3757] lr: 1.000e-02, eta: 1 day, 9:50:18, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7359, loss_cls: 2.1260, loss: 2.1260, grad_norm: 3.6662 2021-01-29 22:07:36,537 - mmaction - INFO - Epoch [36][3700/3757] lr: 1.000e-02, eta: 1 day, 9:50:00, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7250, loss_cls: 2.2278, loss: 2.2278, grad_norm: 3.7819 2021-01-29 22:07:42,528 - mmaction - INFO - Epoch [36][3720/3757] lr: 1.000e-02, eta: 1 day, 9:49:43, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7508, loss_cls: 2.1259, loss: 2.1259, grad_norm: 3.7957 2021-01-29 22:07:48,978 - mmaction - INFO - Epoch [36][3740/3757] lr: 1.000e-02, eta: 1 day, 9:49:26, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7461, loss_cls: 2.1254, loss: 2.1254, grad_norm: 3.8064 2021-01-29 22:08:15,176 - mmaction - INFO - Saving checkpoint at 36 epochs 2021-01-29 22:21:29,171 - mmaction - INFO - Epoch [37][20/3757] lr: 1.000e-02, eta: 1 day, 10:12:05, time: 39.678, data_time: 39.108, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7312, loss_cls: 2.1584, loss: 2.1584, grad_norm: 3.7832 2021-01-29 22:21:33,325 - mmaction - INFO - Epoch [37][40/3757] lr: 1.000e-02, eta: 1 day, 10:11:44, time: 0.213, data_time: 0.008, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.6839 2021-01-29 22:21:37,564 - mmaction - INFO - Epoch [37][60/3757] lr: 1.000e-02, eta: 1 day, 10:11:23, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 2.0190, loss: 2.0190, grad_norm: 3.7447 2021-01-29 22:21:41,682 - mmaction - INFO - Epoch [37][80/3757] lr: 1.000e-02, eta: 1 day, 10:11:02, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0614, loss: 2.0614, grad_norm: 3.7973 2021-01-29 22:21:45,868 - mmaction - INFO - Epoch [37][100/3757] lr: 1.000e-02, eta: 1 day, 10:10:41, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0352, loss: 2.0352, grad_norm: 3.6990 2021-01-29 22:21:50,124 - mmaction - INFO - Epoch [37][120/3757] lr: 1.000e-02, eta: 1 day, 10:10:20, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7539, loss_cls: 2.0556, loss: 2.0556, grad_norm: 3.7779 2021-01-29 22:21:54,220 - mmaction - INFO - Epoch [37][140/3757] lr: 1.000e-02, eta: 1 day, 10:09:59, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7445, loss_cls: 2.0852, loss: 2.0852, grad_norm: 3.7629 2021-01-29 22:21:58,473 - mmaction - INFO - Epoch [37][160/3757] lr: 1.000e-02, eta: 1 day, 10:09:38, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.1384, loss: 2.1384, grad_norm: 3.7701 2021-01-29 22:22:02,602 - mmaction - INFO - Epoch [37][180/3757] lr: 1.000e-02, eta: 1 day, 10:09:17, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.1775, loss: 2.1775, grad_norm: 3.7572 2021-01-29 22:22:06,714 - mmaction - INFO - Epoch [37][200/3757] lr: 1.000e-02, eta: 1 day, 10:08:56, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7422, loss_cls: 2.0666, loss: 2.0666, grad_norm: 3.8256 2021-01-29 22:22:10,978 - mmaction - INFO - Epoch [37][220/3757] lr: 1.000e-02, eta: 1 day, 10:08:35, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.0913, loss: 2.0913, grad_norm: 3.7952 2021-01-29 22:22:15,093 - mmaction - INFO - Epoch [37][240/3757] lr: 1.000e-02, eta: 1 day, 10:08:14, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7492, loss_cls: 2.0923, loss: 2.0923, grad_norm: 3.8497 2021-01-29 22:22:19,329 - mmaction - INFO - Epoch [37][260/3757] lr: 1.000e-02, eta: 1 day, 10:07:53, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7539, loss_cls: 2.1280, loss: 2.1280, grad_norm: 3.8413 2021-01-29 22:22:23,473 - mmaction - INFO - Epoch [37][280/3757] lr: 1.000e-02, eta: 1 day, 10:07:32, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1202, loss: 2.1202, grad_norm: 4.1435 2021-01-29 22:22:27,755 - mmaction - INFO - Epoch [37][300/3757] lr: 1.000e-02, eta: 1 day, 10:07:11, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1612, loss: 2.1612, grad_norm: 3.8903 2021-01-29 22:22:31,897 - mmaction - INFO - Epoch [37][320/3757] lr: 1.000e-02, eta: 1 day, 10:06:50, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.0793, loss: 2.0793, grad_norm: 3.6610 2021-01-29 22:22:36,203 - mmaction - INFO - Epoch [37][340/3757] lr: 1.000e-02, eta: 1 day, 10:06:29, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1372, loss: 2.1372, grad_norm: 3.8010 2021-01-29 22:22:40,638 - mmaction - INFO - Epoch [37][360/3757] lr: 1.000e-02, eta: 1 day, 10:06:09, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.1140, loss: 2.1140, grad_norm: 3.7358 2021-01-29 22:22:44,897 - mmaction - INFO - Epoch [37][380/3757] lr: 1.000e-02, eta: 1 day, 10:05:48, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.2263, loss: 2.2263, grad_norm: 3.8579 2021-01-29 22:22:49,274 - mmaction - INFO - Epoch [37][400/3757] lr: 1.000e-02, eta: 1 day, 10:05:27, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7578, loss_cls: 2.0673, loss: 2.0673, grad_norm: 3.7883 2021-01-29 22:24:23,231 - mmaction - INFO - Epoch [37][420/3757] lr: 1.000e-02, eta: 1 day, 10:07:45, time: 4.698, data_time: 0.004, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7625, loss_cls: 2.0692, loss: 2.0692, grad_norm: 3.7688 2021-01-29 22:24:27,433 - mmaction - INFO - Epoch [37][440/3757] lr: 1.000e-02, eta: 1 day, 10:07:24, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1495, loss: 2.1495, grad_norm: 3.8837 2021-01-29 22:24:31,573 - mmaction - INFO - Epoch [37][460/3757] lr: 1.000e-02, eta: 1 day, 10:07:03, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7539, loss_cls: 2.0863, loss: 2.0863, grad_norm: 3.7397 2021-01-29 22:24:35,951 - mmaction - INFO - Epoch [37][480/3757] lr: 1.000e-02, eta: 1 day, 10:06:43, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7453, loss_cls: 2.0957, loss: 2.0957, grad_norm: 3.8112 2021-01-29 22:24:40,147 - mmaction - INFO - Epoch [37][500/3757] lr: 1.000e-02, eta: 1 day, 10:06:22, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7562, loss_cls: 2.1671, loss: 2.1671, grad_norm: 3.8657 2021-01-29 22:24:44,582 - mmaction - INFO - Epoch [37][520/3757] lr: 1.000e-02, eta: 1 day, 10:06:01, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5219, top5_acc: 0.7484, loss_cls: 2.0241, loss: 2.0241, grad_norm: 3.7749 2021-01-29 22:24:48,924 - mmaction - INFO - Epoch [37][540/3757] lr: 1.000e-02, eta: 1 day, 10:05:41, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7367, loss_cls: 2.2130, loss: 2.2130, grad_norm: 3.9653 2021-01-29 22:24:53,392 - mmaction - INFO - Epoch [37][560/3757] lr: 1.000e-02, eta: 1 day, 10:05:20, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.1138, loss: 2.1138, grad_norm: 7.2189 2021-01-29 22:24:57,771 - mmaction - INFO - Epoch [37][580/3757] lr: 1.000e-02, eta: 1 day, 10:05:00, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7180, loss_cls: 2.1826, loss: 2.1826, grad_norm: 3.9038 2021-01-29 22:25:02,231 - mmaction - INFO - Epoch [37][600/3757] lr: 1.000e-02, eta: 1 day, 10:04:39, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.1207, loss: 2.1207, grad_norm: 3.7856 2021-01-29 22:25:06,697 - mmaction - INFO - Epoch [37][620/3757] lr: 1.000e-02, eta: 1 day, 10:04:19, time: 0.223, data_time: 0.003, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7609, loss_cls: 2.0797, loss: 2.0797, grad_norm: 3.7817 2021-01-29 22:25:11,118 - mmaction - INFO - Epoch [37][640/3757] lr: 1.000e-02, eta: 1 day, 10:03:59, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.0890, loss: 2.0890, grad_norm: 3.6778 2021-01-29 22:25:16,648 - mmaction - INFO - Epoch [37][660/3757] lr: 1.000e-02, eta: 1 day, 10:03:40, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7609, loss_cls: 2.0857, loss: 2.0857, grad_norm: 3.8115 2021-01-29 22:25:21,098 - mmaction - INFO - Epoch [37][680/3757] lr: 1.000e-02, eta: 1 day, 10:03:20, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7641, loss_cls: 1.9838, loss: 1.9838, grad_norm: 3.7602 2021-01-29 22:25:26,131 - mmaction - INFO - Epoch [37][700/3757] lr: 1.000e-02, eta: 1 day, 10:03:00, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.2104, loss: 2.2104, grad_norm: 3.9173 2021-01-29 22:25:31,190 - mmaction - INFO - Epoch [37][720/3757] lr: 1.000e-02, eta: 1 day, 10:02:41, time: 0.253, data_time: 0.000, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.7159 2021-01-29 22:25:36,363 - mmaction - INFO - Epoch [37][740/3757] lr: 1.000e-02, eta: 1 day, 10:02:22, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7469, loss_cls: 2.0811, loss: 2.0811, grad_norm: 3.9042 2021-01-29 22:25:41,660 - mmaction - INFO - Epoch [37][760/3757] lr: 1.000e-02, eta: 1 day, 10:02:03, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.0819, loss: 2.0819, grad_norm: 3.6053 2021-01-29 22:25:46,516 - mmaction - INFO - Epoch [37][780/3757] lr: 1.000e-02, eta: 1 day, 10:01:43, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1490, loss: 2.1490, grad_norm: 3.8420 2021-01-29 22:25:52,226 - mmaction - INFO - Epoch [37][800/3757] lr: 1.000e-02, eta: 1 day, 10:01:25, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.1757, loss: 2.1757, grad_norm: 3.7456 2021-01-29 22:25:57,828 - mmaction - INFO - Epoch [37][820/3757] lr: 1.000e-02, eta: 1 day, 10:01:07, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.1806, loss: 2.1806, grad_norm: 3.7887 2021-01-29 22:26:02,908 - mmaction - INFO - Epoch [37][840/3757] lr: 1.000e-02, eta: 1 day, 10:00:47, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7453, loss_cls: 2.1601, loss: 2.1601, grad_norm: 3.7498 2021-01-29 22:26:08,389 - mmaction - INFO - Epoch [37][860/3757] lr: 1.000e-02, eta: 1 day, 10:00:29, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7547, loss_cls: 2.0727, loss: 2.0727, grad_norm: 3.7350 2021-01-29 22:26:14,138 - mmaction - INFO - Epoch [37][880/3757] lr: 1.000e-02, eta: 1 day, 10:00:11, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7430, loss_cls: 2.1352, loss: 2.1352, grad_norm: 3.9035 2021-01-29 22:26:19,974 - mmaction - INFO - Epoch [37][900/3757] lr: 1.000e-02, eta: 1 day, 9:59:53, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0627, loss: 2.0627, grad_norm: 3.7276 2021-01-29 22:26:26,120 - mmaction - INFO - Epoch [37][920/3757] lr: 1.000e-02, eta: 1 day, 9:59:35, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7633, loss_cls: 2.1245, loss: 2.1245, grad_norm: 3.9231 2021-01-29 22:26:31,458 - mmaction - INFO - Epoch [37][940/3757] lr: 1.000e-02, eta: 1 day, 9:59:17, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.1380, loss: 2.1380, grad_norm: 3.7549 2021-01-29 22:26:37,250 - mmaction - INFO - Epoch [37][960/3757] lr: 1.000e-02, eta: 1 day, 9:58:59, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7477, loss_cls: 2.1379, loss: 2.1379, grad_norm: 3.8810 2021-01-29 22:26:43,228 - mmaction - INFO - Epoch [37][980/3757] lr: 1.000e-02, eta: 1 day, 9:58:41, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7391, loss_cls: 2.1083, loss: 2.1083, grad_norm: 3.7792 2021-01-29 22:26:48,568 - mmaction - INFO - Epoch [37][1000/3757] lr: 1.000e-02, eta: 1 day, 9:58:22, time: 0.267, data_time: 0.000, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.1196, loss: 2.1196, grad_norm: 3.7067 2021-01-29 22:26:54,582 - mmaction - INFO - Epoch [37][1020/3757] lr: 1.000e-02, eta: 1 day, 9:58:04, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.0919, loss: 2.0919, grad_norm: 3.7873 2021-01-29 22:27:00,261 - mmaction - INFO - Epoch [37][1040/3757] lr: 1.000e-02, eta: 1 day, 9:57:46, time: 0.288, data_time: 0.006, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7523, loss_cls: 2.1109, loss: 2.1109, grad_norm: 3.8236 2021-01-29 22:27:06,035 - mmaction - INFO - Epoch [37][1060/3757] lr: 1.000e-02, eta: 1 day, 9:57:28, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7555, loss_cls: 2.1140, loss: 2.1140, grad_norm: 3.8041 2021-01-29 22:27:11,842 - mmaction - INFO - Epoch [37][1080/3757] lr: 1.000e-02, eta: 1 day, 9:57:10, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7656, loss_cls: 2.0594, loss: 2.0594, grad_norm: 3.8112 2021-01-29 22:27:17,782 - mmaction - INFO - Epoch [37][1100/3757] lr: 1.000e-02, eta: 1 day, 9:56:53, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7484, loss_cls: 2.0994, loss: 2.0994, grad_norm: 3.8850 2021-01-29 22:27:22,994 - mmaction - INFO - Epoch [37][1120/3757] lr: 1.000e-02, eta: 1 day, 9:56:34, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5266, top5_acc: 0.7477, loss_cls: 2.0913, loss: 2.0913, grad_norm: 3.8618 2021-01-29 22:27:28,265 - mmaction - INFO - Epoch [37][1140/3757] lr: 1.000e-02, eta: 1 day, 9:56:15, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7602, loss_cls: 2.0372, loss: 2.0372, grad_norm: 3.8360 2021-01-29 22:27:33,794 - mmaction - INFO - Epoch [37][1160/3757] lr: 1.000e-02, eta: 1 day, 9:55:56, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1417, loss: 2.1417, grad_norm: 3.8859 2021-01-29 22:27:39,438 - mmaction - INFO - Epoch [37][1180/3757] lr: 1.000e-02, eta: 1 day, 9:55:38, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7398, loss_cls: 2.1118, loss: 2.1118, grad_norm: 3.7784 2021-01-29 22:27:45,332 - mmaction - INFO - Epoch [37][1200/3757] lr: 1.000e-02, eta: 1 day, 9:55:20, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1610, loss: 2.1610, grad_norm: 3.6684 2021-01-29 22:27:51,553 - mmaction - INFO - Epoch [37][1220/3757] lr: 1.000e-02, eta: 1 day, 9:55:03, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7461, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.8601 2021-01-29 22:27:57,618 - mmaction - INFO - Epoch [37][1240/3757] lr: 1.000e-02, eta: 1 day, 9:54:46, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7609, loss_cls: 2.0906, loss: 2.0906, grad_norm: 3.7922 2021-01-29 22:28:03,557 - mmaction - INFO - Epoch [37][1260/3757] lr: 1.000e-02, eta: 1 day, 9:54:28, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.0743, loss: 2.0743, grad_norm: 3.7819 2021-01-29 22:28:08,634 - mmaction - INFO - Epoch [37][1280/3757] lr: 1.000e-02, eta: 1 day, 9:54:09, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1513, loss: 2.1513, grad_norm: 3.9131 2021-01-29 22:28:14,455 - mmaction - INFO - Epoch [37][1300/3757] lr: 1.000e-02, eta: 1 day, 9:53:51, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7258, loss_cls: 2.1920, loss: 2.1920, grad_norm: 3.7107 2021-01-29 22:28:19,626 - mmaction - INFO - Epoch [37][1320/3757] lr: 1.000e-02, eta: 1 day, 9:53:32, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7602, loss_cls: 2.0987, loss: 2.0987, grad_norm: 3.8931 2021-01-29 22:28:26,175 - mmaction - INFO - Epoch [37][1340/3757] lr: 1.000e-02, eta: 1 day, 9:53:15, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7453, loss_cls: 2.1345, loss: 2.1345, grad_norm: 3.7185 2021-01-29 22:28:32,293 - mmaction - INFO - Epoch [37][1360/3757] lr: 1.000e-02, eta: 1 day, 9:52:58, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7422, loss_cls: 2.1571, loss: 2.1571, grad_norm: 3.7989 2021-01-29 22:28:38,118 - mmaction - INFO - Epoch [37][1380/3757] lr: 1.000e-02, eta: 1 day, 9:52:40, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7523, loss_cls: 2.1101, loss: 2.1101, grad_norm: 3.6948 2021-01-29 22:28:43,906 - mmaction - INFO - Epoch [37][1400/3757] lr: 1.000e-02, eta: 1 day, 9:52:22, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.2224, loss: 2.2224, grad_norm: 3.8425 2021-01-29 22:28:49,874 - mmaction - INFO - Epoch [37][1420/3757] lr: 1.000e-02, eta: 1 day, 9:52:05, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.1719, loss: 2.1719, grad_norm: 3.7617 2021-01-29 22:28:55,824 - mmaction - INFO - Epoch [37][1440/3757] lr: 1.000e-02, eta: 1 day, 9:51:47, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1173, loss: 2.1173, grad_norm: 3.6953 2021-01-29 22:29:01,550 - mmaction - INFO - Epoch [37][1460/3757] lr: 1.000e-02, eta: 1 day, 9:51:29, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7492, loss_cls: 2.0573, loss: 2.0573, grad_norm: 3.6916 2021-01-29 22:29:07,451 - mmaction - INFO - Epoch [37][1480/3757] lr: 1.000e-02, eta: 1 day, 9:51:11, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.7326 2021-01-29 22:29:13,761 - mmaction - INFO - Epoch [37][1500/3757] lr: 1.000e-02, eta: 1 day, 9:50:54, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7312, loss_cls: 2.2240, loss: 2.2240, grad_norm: 3.7623 2021-01-29 22:29:19,636 - mmaction - INFO - Epoch [37][1520/3757] lr: 1.000e-02, eta: 1 day, 9:50:36, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.1019, loss: 2.1019, grad_norm: 3.6970 2021-01-29 22:29:25,287 - mmaction - INFO - Epoch [37][1540/3757] lr: 1.000e-02, eta: 1 day, 9:50:18, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7484, loss_cls: 2.1277, loss: 2.1277, grad_norm: 3.9327 2021-01-29 22:29:31,213 - mmaction - INFO - Epoch [37][1560/3757] lr: 1.000e-02, eta: 1 day, 9:50:01, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5469, top5_acc: 0.7508, loss_cls: 2.0310, loss: 2.0310, grad_norm: 3.7669 2021-01-29 22:29:36,769 - mmaction - INFO - Epoch [37][1580/3757] lr: 1.000e-02, eta: 1 day, 9:49:42, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.1812, loss: 2.1812, grad_norm: 3.8510 2021-01-29 22:29:42,493 - mmaction - INFO - Epoch [37][1600/3757] lr: 1.000e-02, eta: 1 day, 9:49:24, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.1242, loss: 2.1242, grad_norm: 3.6316 2021-01-29 22:29:48,506 - mmaction - INFO - Epoch [37][1620/3757] lr: 1.000e-02, eta: 1 day, 9:49:07, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.0580, loss: 2.0580, grad_norm: 3.7186 2021-01-29 22:29:54,522 - mmaction - INFO - Epoch [37][1640/3757] lr: 1.000e-02, eta: 1 day, 9:48:49, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7586, loss_cls: 2.0131, loss: 2.0131, grad_norm: 3.7337 2021-01-29 22:30:00,891 - mmaction - INFO - Epoch [37][1660/3757] lr: 1.000e-02, eta: 1 day, 9:48:33, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7570, loss_cls: 2.0613, loss: 2.0613, grad_norm: 3.8605 2021-01-29 22:30:07,125 - mmaction - INFO - Epoch [37][1680/3757] lr: 1.000e-02, eta: 1 day, 9:48:15, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5234, top5_acc: 0.7555, loss_cls: 2.0981, loss: 2.0981, grad_norm: 3.7075 2021-01-29 22:30:12,659 - mmaction - INFO - Epoch [37][1700/3757] lr: 1.000e-02, eta: 1 day, 9:47:57, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1641, loss: 2.1641, grad_norm: 3.8091 2021-01-29 22:30:18,558 - mmaction - INFO - Epoch [37][1720/3757] lr: 1.000e-02, eta: 1 day, 9:47:39, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0543, loss: 2.0543, grad_norm: 3.7323 2021-01-29 22:30:24,710 - mmaction - INFO - Epoch [37][1740/3757] lr: 1.000e-02, eta: 1 day, 9:47:22, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 1.9986, loss: 1.9986, grad_norm: 3.8041 2021-01-29 22:30:30,195 - mmaction - INFO - Epoch [37][1760/3757] lr: 1.000e-02, eta: 1 day, 9:47:04, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.0666, loss: 2.0666, grad_norm: 3.8709 2021-01-29 22:30:35,640 - mmaction - INFO - Epoch [37][1780/3757] lr: 1.000e-02, eta: 1 day, 9:46:45, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7359, loss_cls: 2.1689, loss: 2.1689, grad_norm: 3.7371 2021-01-29 22:30:42,066 - mmaction - INFO - Epoch [37][1800/3757] lr: 1.000e-02, eta: 1 day, 9:46:29, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.1925, loss: 2.1925, grad_norm: 3.8009 2021-01-29 22:30:48,600 - mmaction - INFO - Epoch [37][1820/3757] lr: 1.000e-02, eta: 1 day, 9:46:12, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0484, loss: 2.0484, grad_norm: 3.7516 2021-01-29 22:30:54,345 - mmaction - INFO - Epoch [37][1840/3757] lr: 1.000e-02, eta: 1 day, 9:45:54, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1082, loss: 2.1082, grad_norm: 3.7646 2021-01-29 22:31:00,260 - mmaction - INFO - Epoch [37][1860/3757] lr: 1.000e-02, eta: 1 day, 9:45:36, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0276, loss: 2.0276, grad_norm: 3.7784 2021-01-29 22:31:06,450 - mmaction - INFO - Epoch [37][1880/3757] lr: 1.000e-02, eta: 1 day, 9:45:19, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7680, loss_cls: 2.0847, loss: 2.0847, grad_norm: 3.8472 2021-01-29 22:31:12,834 - mmaction - INFO - Epoch [37][1900/3757] lr: 1.000e-02, eta: 1 day, 9:45:03, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1022, loss: 2.1022, grad_norm: 3.7672 2021-01-29 22:31:19,234 - mmaction - INFO - Epoch [37][1920/3757] lr: 1.000e-02, eta: 1 day, 9:44:46, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7523, loss_cls: 2.1071, loss: 2.1071, grad_norm: 3.8099 2021-01-29 22:31:24,471 - mmaction - INFO - Epoch [37][1940/3757] lr: 1.000e-02, eta: 1 day, 9:44:27, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.2318, loss: 2.2318, grad_norm: 3.7937 2021-01-29 22:31:30,613 - mmaction - INFO - Epoch [37][1960/3757] lr: 1.000e-02, eta: 1 day, 9:44:10, time: 0.308, data_time: 0.004, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.0657, loss: 2.0657, grad_norm: 3.7406 2021-01-29 22:31:36,748 - mmaction - INFO - Epoch [37][1980/3757] lr: 1.000e-02, eta: 1 day, 9:43:53, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1101, loss: 2.1101, grad_norm: 3.7369 2021-01-29 22:31:42,263 - mmaction - INFO - Epoch [37][2000/3757] lr: 1.000e-02, eta: 1 day, 9:43:34, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.1207, loss: 2.1207, grad_norm: 3.7825 2021-01-29 22:31:48,781 - mmaction - INFO - Epoch [37][2020/3757] lr: 1.000e-02, eta: 1 day, 9:43:18, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1547, loss: 2.1547, grad_norm: 3.7264 2021-01-29 22:31:54,363 - mmaction - INFO - Epoch [37][2040/3757] lr: 1.000e-02, eta: 1 day, 9:43:00, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.0976, loss: 2.0976, grad_norm: 3.7770 2021-01-29 22:32:00,319 - mmaction - INFO - Epoch [37][2060/3757] lr: 1.000e-02, eta: 1 day, 9:42:42, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1509, loss: 2.1509, grad_norm: 3.8103 2021-01-29 22:32:07,264 - mmaction - INFO - Epoch [37][2080/3757] lr: 1.000e-02, eta: 1 day, 9:42:26, time: 0.347, data_time: 0.002, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7492, loss_cls: 2.1541, loss: 2.1541, grad_norm: 3.8422 2021-01-29 22:32:13,010 - mmaction - INFO - Epoch [37][2100/3757] lr: 1.000e-02, eta: 1 day, 9:42:08, time: 0.287, data_time: 0.004, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7492, loss_cls: 2.1570, loss: 2.1570, grad_norm: 3.8476 2021-01-29 22:32:20,016 - mmaction - INFO - Epoch [37][2120/3757] lr: 1.000e-02, eta: 1 day, 9:41:53, time: 0.350, data_time: 0.001, memory: 3385, top1_acc: 0.4695, top5_acc: 0.7242, loss_cls: 2.2821, loss: 2.2821, grad_norm: 3.9174 2021-01-29 22:32:26,384 - mmaction - INFO - Epoch [37][2140/3757] lr: 1.000e-02, eta: 1 day, 9:41:36, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.2132, loss: 2.2132, grad_norm: 3.7643 2021-01-29 22:32:32,624 - mmaction - INFO - Epoch [37][2160/3757] lr: 1.000e-02, eta: 1 day, 9:41:19, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.1680, loss: 2.1680, grad_norm: 3.6352 2021-01-29 22:32:37,985 - mmaction - INFO - Epoch [37][2180/3757] lr: 1.000e-02, eta: 1 day, 9:41:00, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.1262, loss: 2.1262, grad_norm: 3.6942 2021-01-29 22:32:43,916 - mmaction - INFO - Epoch [37][2200/3757] lr: 1.000e-02, eta: 1 day, 9:40:43, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.0964, loss: 2.0964, grad_norm: 3.8002 2021-01-29 22:32:50,237 - mmaction - INFO - Epoch [37][2220/3757] lr: 1.000e-02, eta: 1 day, 9:40:26, time: 0.316, data_time: 0.004, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7242, loss_cls: 2.1358, loss: 2.1358, grad_norm: 3.7516 2021-01-29 22:32:56,076 - mmaction - INFO - Epoch [37][2240/3757] lr: 1.000e-02, eta: 1 day, 9:40:08, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0861, loss: 2.0861, grad_norm: 3.6606 2021-01-29 22:33:02,675 - mmaction - INFO - Epoch [37][2260/3757] lr: 1.000e-02, eta: 1 day, 9:39:52, time: 0.330, data_time: 0.059, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7531, loss_cls: 2.0867, loss: 2.0867, grad_norm: 3.9449 2021-01-29 22:33:08,724 - mmaction - INFO - Epoch [37][2280/3757] lr: 1.000e-02, eta: 1 day, 9:39:34, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.1542, loss: 2.1542, grad_norm: 3.7190 2021-01-29 22:33:15,080 - mmaction - INFO - Epoch [37][2300/3757] lr: 1.000e-02, eta: 1 day, 9:39:18, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7359, loss_cls: 2.0828, loss: 2.0828, grad_norm: 3.5851 2021-01-29 22:33:21,369 - mmaction - INFO - Epoch [37][2320/3757] lr: 1.000e-02, eta: 1 day, 9:39:01, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7508, loss_cls: 2.1097, loss: 2.1097, grad_norm: 3.6929 2021-01-29 22:33:27,202 - mmaction - INFO - Epoch [37][2340/3757] lr: 1.000e-02, eta: 1 day, 9:38:43, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7297, loss_cls: 2.2413, loss: 2.2413, grad_norm: 3.7674 2021-01-29 22:33:32,725 - mmaction - INFO - Epoch [37][2360/3757] lr: 1.000e-02, eta: 1 day, 9:38:25, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7461, loss_cls: 2.1254, loss: 2.1254, grad_norm: 3.7615 2021-01-29 22:33:39,040 - mmaction - INFO - Epoch [37][2380/3757] lr: 1.000e-02, eta: 1 day, 9:38:08, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7477, loss_cls: 2.1329, loss: 2.1329, grad_norm: 3.9345 2021-01-29 22:33:45,128 - mmaction - INFO - Epoch [37][2400/3757] lr: 1.000e-02, eta: 1 day, 9:37:51, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1001, loss: 2.1001, grad_norm: 3.7827 2021-01-29 22:33:51,160 - mmaction - INFO - Epoch [37][2420/3757] lr: 1.000e-02, eta: 1 day, 9:37:33, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7391, loss_cls: 2.1559, loss: 2.1559, grad_norm: 3.7614 2021-01-29 22:33:57,150 - mmaction - INFO - Epoch [37][2440/3757] lr: 1.000e-02, eta: 1 day, 9:37:16, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0145, loss: 2.0145, grad_norm: 3.7148 2021-01-29 22:34:03,254 - mmaction - INFO - Epoch [37][2460/3757] lr: 1.000e-02, eta: 1 day, 9:36:59, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1394, loss: 2.1394, grad_norm: 3.8227 2021-01-29 22:34:08,888 - mmaction - INFO - Epoch [37][2480/3757] lr: 1.000e-02, eta: 1 day, 9:36:41, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1540, loss: 2.1540, grad_norm: 3.7913 2021-01-29 22:34:15,172 - mmaction - INFO - Epoch [37][2500/3757] lr: 1.000e-02, eta: 1 day, 9:36:24, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7641, loss_cls: 2.0337, loss: 2.0337, grad_norm: 3.6654 2021-01-29 22:34:21,235 - mmaction - INFO - Epoch [37][2520/3757] lr: 1.000e-02, eta: 1 day, 9:36:07, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7367, loss_cls: 2.1348, loss: 2.1348, grad_norm: 3.8143 2021-01-29 22:34:27,324 - mmaction - INFO - Epoch [37][2540/3757] lr: 1.000e-02, eta: 1 day, 9:35:50, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1583, loss: 2.1583, grad_norm: 3.8189 2021-01-29 22:34:33,664 - mmaction - INFO - Epoch [37][2560/3757] lr: 1.000e-02, eta: 1 day, 9:35:33, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2203, loss: 2.2203, grad_norm: 3.7999 2021-01-29 22:34:39,620 - mmaction - INFO - Epoch [37][2580/3757] lr: 1.000e-02, eta: 1 day, 9:35:15, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7438, loss_cls: 2.1349, loss: 2.1349, grad_norm: 3.7337 2021-01-29 22:34:45,470 - mmaction - INFO - Epoch [37][2600/3757] lr: 1.000e-02, eta: 1 day, 9:34:58, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7391, loss_cls: 2.1576, loss: 2.1576, grad_norm: 3.8098 2021-01-29 22:34:51,088 - mmaction - INFO - Epoch [37][2620/3757] lr: 1.000e-02, eta: 1 day, 9:34:40, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7266, loss_cls: 2.2214, loss: 2.2214, grad_norm: 3.7214 2021-01-29 22:34:57,643 - mmaction - INFO - Epoch [37][2640/3757] lr: 1.000e-02, eta: 1 day, 9:34:23, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7469, loss_cls: 2.1369, loss: 2.1369, grad_norm: 3.8803 2021-01-29 22:35:03,278 - mmaction - INFO - Epoch [37][2660/3757] lr: 1.000e-02, eta: 1 day, 9:34:05, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7242, loss_cls: 2.2539, loss: 2.2539, grad_norm: 3.6712 2021-01-29 22:35:08,776 - mmaction - INFO - Epoch [37][2680/3757] lr: 1.000e-02, eta: 1 day, 9:33:47, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.1089, loss: 2.1089, grad_norm: 3.8916 2021-01-29 22:35:15,229 - mmaction - INFO - Epoch [37][2700/3757] lr: 1.000e-02, eta: 1 day, 9:33:31, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7484, loss_cls: 2.1221, loss: 2.1221, grad_norm: 3.7594 2021-01-29 22:35:21,232 - mmaction - INFO - Epoch [37][2720/3757] lr: 1.000e-02, eta: 1 day, 9:33:13, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.6869 2021-01-29 22:35:27,116 - mmaction - INFO - Epoch [37][2740/3757] lr: 1.000e-02, eta: 1 day, 9:32:56, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.0833, loss: 2.0833, grad_norm: 3.7003 2021-01-29 22:35:33,693 - mmaction - INFO - Epoch [37][2760/3757] lr: 1.000e-02, eta: 1 day, 9:32:39, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7562, loss_cls: 2.0881, loss: 2.0881, grad_norm: 3.9305 2021-01-29 22:35:39,909 - mmaction - INFO - Epoch [37][2780/3757] lr: 1.000e-02, eta: 1 day, 9:32:22, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.9137 2021-01-29 22:35:46,111 - mmaction - INFO - Epoch [37][2800/3757] lr: 1.000e-02, eta: 1 day, 9:32:05, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7664, loss_cls: 2.0551, loss: 2.0551, grad_norm: 3.6960 2021-01-29 22:35:51,898 - mmaction - INFO - Epoch [37][2820/3757] lr: 1.000e-02, eta: 1 day, 9:31:48, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 2.0611, loss: 2.0611, grad_norm: 3.7619 2021-01-29 22:35:58,223 - mmaction - INFO - Epoch [37][2840/3757] lr: 1.000e-02, eta: 1 day, 9:31:31, time: 0.317, data_time: 0.003, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7305, loss_cls: 2.2052, loss: 2.2052, grad_norm: 3.8821 2021-01-29 22:36:04,551 - mmaction - INFO - Epoch [37][2860/3757] lr: 1.000e-02, eta: 1 day, 9:31:14, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7461, loss_cls: 2.0802, loss: 2.0802, grad_norm: 3.6673 2021-01-29 22:36:10,290 - mmaction - INFO - Epoch [37][2880/3757] lr: 1.000e-02, eta: 1 day, 9:30:56, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7625, loss_cls: 2.0936, loss: 2.0936, grad_norm: 3.9268 2021-01-29 22:36:16,219 - mmaction - INFO - Epoch [37][2900/3757] lr: 1.000e-02, eta: 1 day, 9:30:39, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7336, loss_cls: 2.1822, loss: 2.1822, grad_norm: 3.7752 2021-01-29 22:36:22,608 - mmaction - INFO - Epoch [37][2920/3757] lr: 1.000e-02, eta: 1 day, 9:30:22, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7430, loss_cls: 2.1124, loss: 2.1124, grad_norm: 3.7713 2021-01-29 22:36:28,599 - mmaction - INFO - Epoch [37][2940/3757] lr: 1.000e-02, eta: 1 day, 9:30:05, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1240, loss: 2.1240, grad_norm: 3.7137 2021-01-29 22:36:34,425 - mmaction - INFO - Epoch [37][2960/3757] lr: 1.000e-02, eta: 1 day, 9:29:48, time: 0.291, data_time: 0.000, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.7406 2021-01-29 22:36:40,351 - mmaction - INFO - Epoch [37][2980/3757] lr: 1.000e-02, eta: 1 day, 9:29:30, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7406, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.7772 2021-01-29 22:36:46,555 - mmaction - INFO - Epoch [37][3000/3757] lr: 1.000e-02, eta: 1 day, 9:29:13, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7414, loss_cls: 2.1353, loss: 2.1353, grad_norm: 3.8156 2021-01-29 22:36:53,219 - mmaction - INFO - Epoch [37][3020/3757] lr: 1.000e-02, eta: 1 day, 9:28:57, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 2.0261, loss: 2.0261, grad_norm: 3.7732 2021-01-29 22:36:58,803 - mmaction - INFO - Epoch [37][3040/3757] lr: 1.000e-02, eta: 1 day, 9:28:39, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7203, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.7593 2021-01-29 22:37:04,658 - mmaction - INFO - Epoch [37][3060/3757] lr: 1.000e-02, eta: 1 day, 9:28:21, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 2.0951, loss: 2.0951, grad_norm: 3.7410 2021-01-29 22:37:10,741 - mmaction - INFO - Epoch [37][3080/3757] lr: 1.000e-02, eta: 1 day, 9:28:04, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.1686, loss: 2.1686, grad_norm: 3.8105 2021-01-29 22:37:17,182 - mmaction - INFO - Epoch [37][3100/3757] lr: 1.000e-02, eta: 1 day, 9:27:48, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7719, loss_cls: 2.0307, loss: 2.0307, grad_norm: 3.7684 2021-01-29 22:37:23,531 - mmaction - INFO - Epoch [37][3120/3757] lr: 1.000e-02, eta: 1 day, 9:27:31, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0696, loss: 2.0696, grad_norm: 3.8137 2021-01-29 22:37:29,575 - mmaction - INFO - Epoch [37][3140/3757] lr: 1.000e-02, eta: 1 day, 9:27:14, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7367, loss_cls: 2.1686, loss: 2.1686, grad_norm: 3.8225 2021-01-29 22:37:35,750 - mmaction - INFO - Epoch [37][3160/3757] lr: 1.000e-02, eta: 1 day, 9:26:57, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.2110, loss: 2.2110, grad_norm: 3.9300 2021-01-29 22:37:41,514 - mmaction - INFO - Epoch [37][3180/3757] lr: 1.000e-02, eta: 1 day, 9:26:39, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7359, loss_cls: 2.2363, loss: 2.2363, grad_norm: 3.8099 2021-01-29 22:37:47,982 - mmaction - INFO - Epoch [37][3200/3757] lr: 1.000e-02, eta: 1 day, 9:26:23, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.0716, loss: 2.0716, grad_norm: 3.6078 2021-01-29 22:37:53,609 - mmaction - INFO - Epoch [37][3220/3757] lr: 1.000e-02, eta: 1 day, 9:26:05, time: 0.281, data_time: 0.004, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2120, loss: 2.2120, grad_norm: 3.7332 2021-01-29 22:37:59,577 - mmaction - INFO - Epoch [37][3240/3757] lr: 1.000e-02, eta: 1 day, 9:25:48, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2303, loss: 2.2303, grad_norm: 3.8856 2021-01-29 22:38:05,228 - mmaction - INFO - Epoch [37][3260/3757] lr: 1.000e-02, eta: 1 day, 9:25:30, time: 0.282, data_time: 0.004, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7289, loss_cls: 2.1946, loss: 2.1946, grad_norm: 3.7422 2021-01-29 22:38:10,879 - mmaction - INFO - Epoch [37][3280/3757] lr: 1.000e-02, eta: 1 day, 9:25:12, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7445, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.7620 2021-01-29 22:38:17,176 - mmaction - INFO - Epoch [37][3300/3757] lr: 1.000e-02, eta: 1 day, 9:24:55, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1599, loss: 2.1599, grad_norm: 3.7708 2021-01-29 22:38:23,207 - mmaction - INFO - Epoch [37][3320/3757] lr: 1.000e-02, eta: 1 day, 9:24:38, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7539, loss_cls: 2.1245, loss: 2.1245, grad_norm: 3.6613 2021-01-29 22:38:28,850 - mmaction - INFO - Epoch [37][3340/3757] lr: 1.000e-02, eta: 1 day, 9:24:20, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7516, loss_cls: 2.1413, loss: 2.1413, grad_norm: 3.7017 2021-01-29 22:38:35,297 - mmaction - INFO - Epoch [37][3360/3757] lr: 1.000e-02, eta: 1 day, 9:24:04, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7500, loss_cls: 2.0856, loss: 2.0856, grad_norm: 3.7715 2021-01-29 22:38:41,534 - mmaction - INFO - Epoch [37][3380/3757] lr: 1.000e-02, eta: 1 day, 9:23:47, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.2057, loss: 2.2057, grad_norm: 3.7960 2021-01-29 22:38:47,353 - mmaction - INFO - Epoch [37][3400/3757] lr: 1.000e-02, eta: 1 day, 9:23:29, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.7515 2021-01-29 22:38:53,734 - mmaction - INFO - Epoch [37][3420/3757] lr: 1.000e-02, eta: 1 day, 9:23:13, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7477, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.6427 2021-01-29 22:39:00,036 - mmaction - INFO - Epoch [37][3440/3757] lr: 1.000e-02, eta: 1 day, 9:22:56, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1060, loss: 2.1060, grad_norm: 3.7093 2021-01-29 22:39:05,696 - mmaction - INFO - Epoch [37][3460/3757] lr: 1.000e-02, eta: 1 day, 9:22:38, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5289, top5_acc: 0.7875, loss_cls: 1.9587, loss: 1.9587, grad_norm: 3.7095 2021-01-29 22:39:11,822 - mmaction - INFO - Epoch [37][3480/3757] lr: 1.000e-02, eta: 1 day, 9:22:21, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.1100, loss: 2.1100, grad_norm: 3.8651 2021-01-29 22:39:17,802 - mmaction - INFO - Epoch [37][3500/3757] lr: 1.000e-02, eta: 1 day, 9:22:04, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7547, loss_cls: 2.1089, loss: 2.1089, grad_norm: 3.7483 2021-01-29 22:39:23,846 - mmaction - INFO - Epoch [37][3520/3757] lr: 1.000e-02, eta: 1 day, 9:21:47, time: 0.303, data_time: 0.005, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7461, loss_cls: 2.1338, loss: 2.1338, grad_norm: 3.7721 2021-01-29 22:39:29,285 - mmaction - INFO - Epoch [37][3540/3757] lr: 1.000e-02, eta: 1 day, 9:21:29, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.0704, loss: 2.0704, grad_norm: 3.6319 2021-01-29 22:39:35,468 - mmaction - INFO - Epoch [37][3560/3757] lr: 1.000e-02, eta: 1 day, 9:21:12, time: 0.309, data_time: 0.004, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1828, loss: 2.1828, grad_norm: 3.8850 2021-01-29 22:39:41,344 - mmaction - INFO - Epoch [37][3580/3757] lr: 1.000e-02, eta: 1 day, 9:20:54, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7570, loss_cls: 2.0902, loss: 2.0902, grad_norm: 3.7537 2021-01-29 22:39:47,020 - mmaction - INFO - Epoch [37][3600/3757] lr: 1.000e-02, eta: 1 day, 9:20:37, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1203, loss: 2.1203, grad_norm: 3.7672 2021-01-29 22:39:52,819 - mmaction - INFO - Epoch [37][3620/3757] lr: 1.000e-02, eta: 1 day, 9:20:19, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.2731, loss: 2.2731, grad_norm: 3.7327 2021-01-29 22:39:58,529 - mmaction - INFO - Epoch [37][3640/3757] lr: 1.000e-02, eta: 1 day, 9:20:01, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7641, loss_cls: 2.0728, loss: 2.0728, grad_norm: 3.7946 2021-01-29 22:40:04,599 - mmaction - INFO - Epoch [37][3660/3757] lr: 1.000e-02, eta: 1 day, 9:19:44, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7633, loss_cls: 2.0907, loss: 2.0907, grad_norm: 3.9106 2021-01-29 22:40:10,143 - mmaction - INFO - Epoch [37][3680/3757] lr: 1.000e-02, eta: 1 day, 9:19:26, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1699, loss: 2.1699, grad_norm: 5.1113 2021-01-29 22:40:16,255 - mmaction - INFO - Epoch [37][3700/3757] lr: 1.000e-02, eta: 1 day, 9:19:09, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7523, loss_cls: 2.1399, loss: 2.1399, grad_norm: 4.1246 2021-01-29 22:40:22,615 - mmaction - INFO - Epoch [37][3720/3757] lr: 1.000e-02, eta: 1 day, 9:18:53, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.4797, top5_acc: 0.7141, loss_cls: 2.2921, loss: 2.2921, grad_norm: 3.8357 2021-01-29 22:40:28,492 - mmaction - INFO - Epoch [37][3740/3757] lr: 1.000e-02, eta: 1 day, 9:18:36, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.1907, loss: 2.1907, grad_norm: 3.7922 2021-01-29 22:40:51,161 - mmaction - INFO - Saving checkpoint at 37 epochs 2021-01-29 22:52:42,562 - mmaction - INFO - Epoch [38][20/3757] lr: 1.000e-02, eta: 1 day, 9:37:55, time: 35.547, data_time: 35.126, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.1176, loss: 2.1176, grad_norm: 3.6011 2021-01-29 22:52:46,720 - mmaction - INFO - Epoch [38][40/3757] lr: 1.000e-02, eta: 1 day, 9:37:35, time: 0.216, data_time: 0.011, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.0935, loss: 2.0935, grad_norm: 3.8158 2021-01-29 22:52:50,874 - mmaction - INFO - Epoch [38][60/3757] lr: 1.000e-02, eta: 1 day, 9:37:14, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1592, loss: 2.1592, grad_norm: 3.7878 2021-01-29 22:52:54,998 - mmaction - INFO - Epoch [38][80/3757] lr: 1.000e-02, eta: 1 day, 9:36:54, time: 0.206, data_time: 0.002, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9694, loss: 1.9694, grad_norm: 3.7058 2021-01-29 22:52:59,176 - mmaction - INFO - Epoch [38][100/3757] lr: 1.000e-02, eta: 1 day, 9:36:33, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7461, loss_cls: 2.0866, loss: 2.0866, grad_norm: 3.6756 2021-01-29 22:53:03,323 - mmaction - INFO - Epoch [38][120/3757] lr: 1.000e-02, eta: 1 day, 9:36:13, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7547, loss_cls: 2.0495, loss: 2.0495, grad_norm: 3.9493 2021-01-29 22:53:07,467 - mmaction - INFO - Epoch [38][140/3757] lr: 1.000e-02, eta: 1 day, 9:35:52, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.0926, loss: 2.0926, grad_norm: 3.7992 2021-01-29 22:53:11,649 - mmaction - INFO - Epoch [38][160/3757] lr: 1.000e-02, eta: 1 day, 9:35:32, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.1714, loss: 2.1714, grad_norm: 3.6780 2021-01-29 22:53:15,750 - mmaction - INFO - Epoch [38][180/3757] lr: 1.000e-02, eta: 1 day, 9:35:11, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7695, loss_cls: 2.0104, loss: 2.0104, grad_norm: 3.8347 2021-01-29 22:53:19,958 - mmaction - INFO - Epoch [38][200/3757] lr: 1.000e-02, eta: 1 day, 9:34:50, time: 0.210, data_time: 0.003, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.0818, loss: 2.0818, grad_norm: 3.7642 2021-01-29 22:53:24,129 - mmaction - INFO - Epoch [38][220/3757] lr: 1.000e-02, eta: 1 day, 9:34:30, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7523, loss_cls: 2.0859, loss: 2.0859, grad_norm: 3.8410 2021-01-29 22:53:28,330 - mmaction - INFO - Epoch [38][240/3757] lr: 1.000e-02, eta: 1 day, 9:34:10, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7539, loss_cls: 2.0713, loss: 2.0713, grad_norm: 3.8605 2021-01-29 22:53:32,504 - mmaction - INFO - Epoch [38][260/3757] lr: 1.000e-02, eta: 1 day, 9:33:49, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.4719, top5_acc: 0.7172, loss_cls: 2.2689, loss: 2.2689, grad_norm: 3.7839 2021-01-29 22:53:36,685 - mmaction - INFO - Epoch [38][280/3757] lr: 1.000e-02, eta: 1 day, 9:33:29, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7766, loss_cls: 1.9466, loss: 1.9466, grad_norm: 3.7145 2021-01-29 22:53:40,957 - mmaction - INFO - Epoch [38][300/3757] lr: 1.000e-02, eta: 1 day, 9:33:08, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7531, loss_cls: 2.1000, loss: 2.1000, grad_norm: 3.7990 2021-01-29 22:53:45,254 - mmaction - INFO - Epoch [38][320/3757] lr: 1.000e-02, eta: 1 day, 9:32:48, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7539, loss_cls: 2.1185, loss: 2.1185, grad_norm: 3.8395 2021-01-29 22:53:49,720 - mmaction - INFO - Epoch [38][340/3757] lr: 1.000e-02, eta: 1 day, 9:32:28, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7398, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.7518 2021-01-29 22:53:54,056 - mmaction - INFO - Epoch [38][360/3757] lr: 1.000e-02, eta: 1 day, 9:32:08, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.7229 2021-01-29 22:53:58,395 - mmaction - INFO - Epoch [38][380/3757] lr: 1.000e-02, eta: 1 day, 9:31:48, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7609, loss_cls: 2.1214, loss: 2.1214, grad_norm: 3.7405 2021-01-29 22:54:02,651 - mmaction - INFO - Epoch [38][400/3757] lr: 1.000e-02, eta: 1 day, 9:31:27, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.1781, loss: 2.1781, grad_norm: 3.8057 2021-01-29 22:54:06,882 - mmaction - INFO - Epoch [38][420/3757] lr: 1.000e-02, eta: 1 day, 9:31:07, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.0472, loss: 2.0472, grad_norm: 3.8009 2021-01-29 22:54:11,321 - mmaction - INFO - Epoch [38][440/3757] lr: 1.000e-02, eta: 1 day, 9:30:47, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7359, loss_cls: 2.1204, loss: 2.1204, grad_norm: 3.7623 2021-01-29 22:54:15,592 - mmaction - INFO - Epoch [38][460/3757] lr: 1.000e-02, eta: 1 day, 9:30:27, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0630, loss: 2.0630, grad_norm: 3.8020 2021-01-29 22:54:20,065 - mmaction - INFO - Epoch [38][480/3757] lr: 1.000e-02, eta: 1 day, 9:30:07, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.1985, loss: 2.1985, grad_norm: 3.8403 2021-01-29 22:54:24,407 - mmaction - INFO - Epoch [38][500/3757] lr: 1.000e-02, eta: 1 day, 9:29:47, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7539, loss_cls: 2.0331, loss: 2.0331, grad_norm: 3.7106 2021-01-29 22:54:28,906 - mmaction - INFO - Epoch [38][520/3757] lr: 1.000e-02, eta: 1 day, 9:29:27, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7508, loss_cls: 2.0770, loss: 2.0770, grad_norm: 3.7111 2021-01-29 22:54:33,416 - mmaction - INFO - Epoch [38][540/3757] lr: 1.000e-02, eta: 1 day, 9:29:07, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7492, loss_cls: 2.1563, loss: 2.1563, grad_norm: 3.7327 2021-01-29 22:54:38,174 - mmaction - INFO - Epoch [38][560/3757] lr: 1.000e-02, eta: 1 day, 9:28:47, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.1992, loss: 2.1992, grad_norm: 3.9143 2021-01-29 22:54:43,560 - mmaction - INFO - Epoch [38][580/3757] lr: 1.000e-02, eta: 1 day, 9:28:29, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7703, loss_cls: 2.0055, loss: 2.0055, grad_norm: 3.6683 2021-01-29 22:54:48,338 - mmaction - INFO - Epoch [38][600/3757] lr: 1.000e-02, eta: 1 day, 9:28:10, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7320, loss_cls: 2.1867, loss: 2.1867, grad_norm: 3.9539 2021-01-29 22:54:52,927 - mmaction - INFO - Epoch [38][620/3757] lr: 1.000e-02, eta: 1 day, 9:27:50, time: 0.230, data_time: 0.002, memory: 3385, top1_acc: 0.5391, top5_acc: 0.7602, loss_cls: 2.0435, loss: 2.0435, grad_norm: 3.7290 2021-01-29 22:54:57,620 - mmaction - INFO - Epoch [38][640/3757] lr: 1.000e-02, eta: 1 day, 9:27:30, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1048, loss: 2.1048, grad_norm: 3.7872 2021-01-29 22:55:02,742 - mmaction - INFO - Epoch [38][660/3757] lr: 1.000e-02, eta: 1 day, 9:27:12, time: 0.255, data_time: 0.003, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0658, loss: 2.0658, grad_norm: 3.7637 2021-01-29 22:55:07,477 - mmaction - INFO - Epoch [38][680/3757] lr: 1.000e-02, eta: 1 day, 9:26:52, time: 0.237, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1075, loss: 2.1075, grad_norm: 3.7497 2021-01-29 22:55:12,931 - mmaction - INFO - Epoch [38][700/3757] lr: 1.000e-02, eta: 1 day, 9:26:34, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1089, loss: 2.1089, grad_norm: 3.7563 2021-01-29 22:55:17,817 - mmaction - INFO - Epoch [38][720/3757] lr: 1.000e-02, eta: 1 day, 9:26:15, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7430, loss_cls: 2.1370, loss: 2.1370, grad_norm: 3.7721 2021-01-29 22:55:23,036 - mmaction - INFO - Epoch [38][740/3757] lr: 1.000e-02, eta: 1 day, 9:25:56, time: 0.261, data_time: 0.004, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.0808, loss: 2.0808, grad_norm: 3.7123 2021-01-29 22:55:28,619 - mmaction - INFO - Epoch [38][760/3757] lr: 1.000e-02, eta: 1 day, 9:25:38, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.1061, loss: 2.1061, grad_norm: 3.7109 2021-01-29 22:55:33,299 - mmaction - INFO - Epoch [38][780/3757] lr: 1.000e-02, eta: 1 day, 9:25:19, time: 0.234, data_time: 0.001, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7695, loss_cls: 2.0471, loss: 2.0471, grad_norm: 3.8736 2021-01-29 22:55:39,566 - mmaction - INFO - Epoch [38][800/3757] lr: 1.000e-02, eta: 1 day, 9:25:02, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5328, top5_acc: 0.7695, loss_cls: 1.9927, loss: 1.9927, grad_norm: 3.9137 2021-01-29 22:55:44,725 - mmaction - INFO - Epoch [38][820/3757] lr: 1.000e-02, eta: 1 day, 9:24:43, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1059, loss: 2.1059, grad_norm: 3.8922 2021-01-29 22:55:50,259 - mmaction - INFO - Epoch [38][840/3757] lr: 1.000e-02, eta: 1 day, 9:24:25, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0564, loss: 2.0564, grad_norm: 3.8547 2021-01-29 22:55:55,368 - mmaction - INFO - Epoch [38][860/3757] lr: 1.000e-02, eta: 1 day, 9:24:06, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1455, loss: 2.1455, grad_norm: 3.8678 2021-01-29 22:56:01,145 - mmaction - INFO - Epoch [38][880/3757] lr: 1.000e-02, eta: 1 day, 9:23:49, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.0670, loss: 2.0670, grad_norm: 3.7301 2021-01-29 22:56:06,662 - mmaction - INFO - Epoch [38][900/3757] lr: 1.000e-02, eta: 1 day, 9:23:31, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.0890, loss: 2.0890, grad_norm: 3.7422 2021-01-29 22:56:12,556 - mmaction - INFO - Epoch [38][920/3757] lr: 1.000e-02, eta: 1 day, 9:23:13, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.8074 2021-01-29 22:56:17,896 - mmaction - INFO - Epoch [38][940/3757] lr: 1.000e-02, eta: 1 day, 9:22:55, time: 0.267, data_time: 0.004, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7781, loss_cls: 1.9977, loss: 1.9977, grad_norm: 3.7787 2021-01-29 22:56:23,412 - mmaction - INFO - Epoch [38][960/3757] lr: 1.000e-02, eta: 1 day, 9:22:37, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7539, loss_cls: 2.0837, loss: 2.0837, grad_norm: 3.8482 2021-01-29 22:56:28,822 - mmaction - INFO - Epoch [38][980/3757] lr: 1.000e-02, eta: 1 day, 9:22:18, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0531, loss: 2.0531, grad_norm: 3.8131 2021-01-29 22:56:33,887 - mmaction - INFO - Epoch [38][1000/3757] lr: 1.000e-02, eta: 1 day, 9:22:00, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.4781, top5_acc: 0.7328, loss_cls: 2.1515, loss: 2.1515, grad_norm: 3.7631 2021-01-29 22:56:39,619 - mmaction - INFO - Epoch [38][1020/3757] lr: 1.000e-02, eta: 1 day, 9:21:42, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.0947, loss: 2.0947, grad_norm: 3.7752 2021-01-29 22:56:45,191 - mmaction - INFO - Epoch [38][1040/3757] lr: 1.000e-02, eta: 1 day, 9:21:24, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7586, loss_cls: 2.0761, loss: 2.0761, grad_norm: 3.6784 2021-01-29 22:56:51,331 - mmaction - INFO - Epoch [38][1060/3757] lr: 1.000e-02, eta: 1 day, 9:21:07, time: 0.307, data_time: 0.005, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7461, loss_cls: 2.1372, loss: 2.1372, grad_norm: 3.9418 2021-01-29 22:56:57,627 - mmaction - INFO - Epoch [38][1080/3757] lr: 1.000e-02, eta: 1 day, 9:20:50, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7672, loss_cls: 2.0582, loss: 2.0582, grad_norm: 3.7677 2021-01-29 22:57:02,906 - mmaction - INFO - Epoch [38][1100/3757] lr: 1.000e-02, eta: 1 day, 9:20:32, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7602, loss_cls: 2.1576, loss: 2.1576, grad_norm: 4.0678 2021-01-29 22:57:07,861 - mmaction - INFO - Epoch [38][1120/3757] lr: 1.000e-02, eta: 1 day, 9:20:13, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7492, loss_cls: 2.0948, loss: 2.0948, grad_norm: 3.7003 2021-01-29 22:57:13,735 - mmaction - INFO - Epoch [38][1140/3757] lr: 1.000e-02, eta: 1 day, 9:19:55, time: 0.294, data_time: 0.005, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.0386, loss: 2.0386, grad_norm: 3.7503 2021-01-29 22:57:18,931 - mmaction - INFO - Epoch [38][1160/3757] lr: 1.000e-02, eta: 1 day, 9:19:37, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7336, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.6806 2021-01-29 22:57:25,039 - mmaction - INFO - Epoch [38][1180/3757] lr: 1.000e-02, eta: 1 day, 9:19:20, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5234, top5_acc: 0.7531, loss_cls: 2.0446, loss: 2.0446, grad_norm: 3.6465 2021-01-29 22:57:31,104 - mmaction - INFO - Epoch [38][1200/3757] lr: 1.000e-02, eta: 1 day, 9:19:03, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1037, loss: 2.1037, grad_norm: 3.8009 2021-01-29 22:57:36,820 - mmaction - INFO - Epoch [38][1220/3757] lr: 1.000e-02, eta: 1 day, 9:18:45, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7547, loss_cls: 2.0717, loss: 2.0717, grad_norm: 3.7805 2021-01-29 22:57:42,335 - mmaction - INFO - Epoch [38][1240/3757] lr: 1.000e-02, eta: 1 day, 9:18:27, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.0849, loss: 2.0849, grad_norm: 3.7467 2021-01-29 22:57:47,674 - mmaction - INFO - Epoch [38][1260/3757] lr: 1.000e-02, eta: 1 day, 9:18:08, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.8453 2021-01-29 22:57:52,991 - mmaction - INFO - Epoch [38][1280/3757] lr: 1.000e-02, eta: 1 day, 9:17:50, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0790, loss: 2.0790, grad_norm: 3.8019 2021-01-29 22:57:59,117 - mmaction - INFO - Epoch [38][1300/3757] lr: 1.000e-02, eta: 1 day, 9:17:33, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7477, loss_cls: 2.0859, loss: 2.0859, grad_norm: 3.6377 2021-01-29 22:58:04,419 - mmaction - INFO - Epoch [38][1320/3757] lr: 1.000e-02, eta: 1 day, 9:17:15, time: 0.266, data_time: 0.003, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2606, loss: 2.2606, grad_norm: 3.8301 2021-01-29 22:58:10,546 - mmaction - INFO - Epoch [38][1340/3757] lr: 1.000e-02, eta: 1 day, 9:16:58, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.7589 2021-01-29 22:58:15,972 - mmaction - INFO - Epoch [38][1360/3757] lr: 1.000e-02, eta: 1 day, 9:16:40, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1263, loss: 2.1263, grad_norm: 3.8251 2021-01-29 22:58:21,926 - mmaction - INFO - Epoch [38][1380/3757] lr: 1.000e-02, eta: 1 day, 9:16:22, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7461, loss_cls: 2.0766, loss: 2.0766, grad_norm: 3.7593 2021-01-29 22:58:27,502 - mmaction - INFO - Epoch [38][1400/3757] lr: 1.000e-02, eta: 1 day, 9:16:04, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5336, top5_acc: 0.7578, loss_cls: 2.0186, loss: 2.0186, grad_norm: 3.7510 2021-01-29 22:58:33,573 - mmaction - INFO - Epoch [38][1420/3757] lr: 1.000e-02, eta: 1 day, 9:15:47, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7484, loss_cls: 2.1484, loss: 2.1484, grad_norm: 3.8410 2021-01-29 22:58:39,030 - mmaction - INFO - Epoch [38][1440/3757] lr: 1.000e-02, eta: 1 day, 9:15:29, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.0946, loss: 2.0946, grad_norm: 3.7684 2021-01-29 22:58:45,233 - mmaction - INFO - Epoch [38][1460/3757] lr: 1.000e-02, eta: 1 day, 9:15:12, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7266, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.8659 2021-01-29 22:58:50,440 - mmaction - INFO - Epoch [38][1480/3757] lr: 1.000e-02, eta: 1 day, 9:14:54, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7438, loss_cls: 2.1835, loss: 2.1835, grad_norm: 3.7578 2021-01-29 22:58:56,435 - mmaction - INFO - Epoch [38][1500/3757] lr: 1.000e-02, eta: 1 day, 9:14:37, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5320, top5_acc: 0.7461, loss_cls: 2.0943, loss: 2.0943, grad_norm: 3.8487 2021-01-29 22:59:03,082 - mmaction - INFO - Epoch [38][1520/3757] lr: 1.000e-02, eta: 1 day, 9:14:21, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7406, loss_cls: 2.1272, loss: 2.1272, grad_norm: 3.8145 2021-01-29 22:59:09,086 - mmaction - INFO - Epoch [38][1540/3757] lr: 1.000e-02, eta: 1 day, 9:14:04, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 1.9927, loss: 1.9927, grad_norm: 3.8489 2021-01-29 22:59:15,068 - mmaction - INFO - Epoch [38][1560/3757] lr: 1.000e-02, eta: 1 day, 9:13:46, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1240, loss: 2.1240, grad_norm: 3.8918 2021-01-29 22:59:20,925 - mmaction - INFO - Epoch [38][1580/3757] lr: 1.000e-02, eta: 1 day, 9:13:29, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7539, loss_cls: 2.0945, loss: 2.0945, grad_norm: 3.6869 2021-01-29 22:59:27,102 - mmaction - INFO - Epoch [38][1600/3757] lr: 1.000e-02, eta: 1 day, 9:13:12, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.1718, loss: 2.1718, grad_norm: 3.8682 2021-01-29 22:59:33,215 - mmaction - INFO - Epoch [38][1620/3757] lr: 1.000e-02, eta: 1 day, 9:12:55, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7539, loss_cls: 2.1507, loss: 2.1507, grad_norm: 3.8289 2021-01-29 22:59:39,488 - mmaction - INFO - Epoch [38][1640/3757] lr: 1.000e-02, eta: 1 day, 9:12:38, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.1304, loss: 2.1304, grad_norm: 3.7765 2021-01-29 22:59:45,572 - mmaction - INFO - Epoch [38][1660/3757] lr: 1.000e-02, eta: 1 day, 9:12:21, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7539, loss_cls: 2.0839, loss: 2.0839, grad_norm: 3.7871 2021-01-29 22:59:51,565 - mmaction - INFO - Epoch [38][1680/3757] lr: 1.000e-02, eta: 1 day, 9:12:04, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7234, loss_cls: 2.1579, loss: 2.1579, grad_norm: 3.7622 2021-01-29 22:59:57,296 - mmaction - INFO - Epoch [38][1700/3757] lr: 1.000e-02, eta: 1 day, 9:11:47, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.0750, loss: 2.0750, grad_norm: 3.6640 2021-01-29 23:00:03,132 - mmaction - INFO - Epoch [38][1720/3757] lr: 1.000e-02, eta: 1 day, 9:11:29, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7578, loss_cls: 2.1103, loss: 2.1103, grad_norm: 3.7342 2021-01-29 23:00:09,560 - mmaction - INFO - Epoch [38][1740/3757] lr: 1.000e-02, eta: 1 day, 9:11:13, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.2268, loss: 2.2268, grad_norm: 3.8298 2021-01-29 23:00:15,714 - mmaction - INFO - Epoch [38][1760/3757] lr: 1.000e-02, eta: 1 day, 9:10:56, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.2109, loss: 2.2109, grad_norm: 3.7484 2021-01-29 23:00:22,559 - mmaction - INFO - Epoch [38][1780/3757] lr: 1.000e-02, eta: 1 day, 9:10:40, time: 0.342, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7492, loss_cls: 2.1522, loss: 2.1522, grad_norm: 3.7690 2021-01-29 23:00:28,823 - mmaction - INFO - Epoch [38][1800/3757] lr: 1.000e-02, eta: 1 day, 9:10:24, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7289, loss_cls: 2.2175, loss: 2.2175, grad_norm: 3.7714 2021-01-29 23:00:34,318 - mmaction - INFO - Epoch [38][1820/3757] lr: 1.000e-02, eta: 1 day, 9:10:06, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7508, loss_cls: 2.1135, loss: 2.1135, grad_norm: 3.8546 2021-01-29 23:00:40,452 - mmaction - INFO - Epoch [38][1840/3757] lr: 1.000e-02, eta: 1 day, 9:09:49, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.8145 2021-01-29 23:00:46,070 - mmaction - INFO - Epoch [38][1860/3757] lr: 1.000e-02, eta: 1 day, 9:09:31, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.0742, loss: 2.0742, grad_norm: 3.8389 2021-01-29 23:00:51,552 - mmaction - INFO - Epoch [38][1880/3757] lr: 1.000e-02, eta: 1 day, 9:09:13, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7547, loss_cls: 2.1172, loss: 2.1172, grad_norm: 3.7442 2021-01-29 23:00:57,450 - mmaction - INFO - Epoch [38][1900/3757] lr: 1.000e-02, eta: 1 day, 9:08:56, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7625, loss_cls: 2.0583, loss: 2.0583, grad_norm: 3.8343 2021-01-29 23:01:03,834 - mmaction - INFO - Epoch [38][1920/3757] lr: 1.000e-02, eta: 1 day, 9:08:39, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2464, loss: 2.2464, grad_norm: 3.8399 2021-01-29 23:01:09,633 - mmaction - INFO - Epoch [38][1940/3757] lr: 1.000e-02, eta: 1 day, 9:08:22, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 2.0460, loss: 2.0460, grad_norm: 3.6228 2021-01-29 23:01:15,536 - mmaction - INFO - Epoch [38][1960/3757] lr: 1.000e-02, eta: 1 day, 9:08:05, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0368, loss: 2.0368, grad_norm: 3.6294 2021-01-29 23:01:22,359 - mmaction - INFO - Epoch [38][1980/3757] lr: 1.000e-02, eta: 1 day, 9:07:49, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7500, loss_cls: 2.0705, loss: 2.0705, grad_norm: 3.8076 2021-01-29 23:01:27,762 - mmaction - INFO - Epoch [38][2000/3757] lr: 1.000e-02, eta: 1 day, 9:07:31, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7328, loss_cls: 2.1073, loss: 2.1073, grad_norm: 3.7775 2021-01-29 23:01:33,957 - mmaction - INFO - Epoch [38][2020/3757] lr: 1.000e-02, eta: 1 day, 9:07:14, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7609, loss_cls: 2.1142, loss: 2.1142, grad_norm: 3.8887 2021-01-29 23:01:39,297 - mmaction - INFO - Epoch [38][2040/3757] lr: 1.000e-02, eta: 1 day, 9:06:56, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1169, loss: 2.1169, grad_norm: 3.6945 2021-01-29 23:01:45,723 - mmaction - INFO - Epoch [38][2060/3757] lr: 1.000e-02, eta: 1 day, 9:06:39, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7438, loss_cls: 2.0795, loss: 2.0795, grad_norm: 3.7111 2021-01-29 23:01:51,703 - mmaction - INFO - Epoch [38][2080/3757] lr: 1.000e-02, eta: 1 day, 9:06:22, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7547, loss_cls: 2.0844, loss: 2.0844, grad_norm: 3.8697 2021-01-29 23:01:57,314 - mmaction - INFO - Epoch [38][2100/3757] lr: 1.000e-02, eta: 1 day, 9:06:05, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1456, loss: 2.1456, grad_norm: 3.7788 2021-01-29 23:02:04,053 - mmaction - INFO - Epoch [38][2120/3757] lr: 1.000e-02, eta: 1 day, 9:05:49, time: 0.337, data_time: 0.002, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7109, loss_cls: 2.2504, loss: 2.2504, grad_norm: 3.7200 2021-01-29 23:02:10,325 - mmaction - INFO - Epoch [38][2140/3757] lr: 1.000e-02, eta: 1 day, 9:05:32, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7266, loss_cls: 2.2435, loss: 2.2435, grad_norm: 3.8172 2021-01-29 23:02:16,425 - mmaction - INFO - Epoch [38][2160/3757] lr: 1.000e-02, eta: 1 day, 9:05:15, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.1454, loss: 2.1454, grad_norm: 3.7512 2021-01-29 23:02:22,326 - mmaction - INFO - Epoch [38][2180/3757] lr: 1.000e-02, eta: 1 day, 9:04:58, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7586, loss_cls: 2.0626, loss: 2.0626, grad_norm: 3.7708 2021-01-29 23:02:28,483 - mmaction - INFO - Epoch [38][2200/3757] lr: 1.000e-02, eta: 1 day, 9:04:41, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1481, loss: 2.1481, grad_norm: 3.8558 2021-01-29 23:02:34,187 - mmaction - INFO - Epoch [38][2220/3757] lr: 1.000e-02, eta: 1 day, 9:04:24, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7617, loss_cls: 2.0437, loss: 2.0437, grad_norm: 3.7739 2021-01-29 23:02:39,822 - mmaction - INFO - Epoch [38][2240/3757] lr: 1.000e-02, eta: 1 day, 9:04:06, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5266, top5_acc: 0.7547, loss_cls: 2.0239, loss: 2.0239, grad_norm: 3.7343 2021-01-29 23:02:46,429 - mmaction - INFO - Epoch [38][2260/3757] lr: 1.000e-02, eta: 1 day, 9:03:50, time: 0.330, data_time: 0.000, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7672, loss_cls: 1.9801, loss: 1.9801, grad_norm: 4.0237 2021-01-29 23:02:52,428 - mmaction - INFO - Epoch [38][2280/3757] lr: 1.000e-02, eta: 1 day, 9:03:33, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0479, loss: 2.0479, grad_norm: 3.7918 2021-01-29 23:02:58,114 - mmaction - INFO - Epoch [38][2300/3757] lr: 1.000e-02, eta: 1 day, 9:03:15, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1504, loss: 2.1504, grad_norm: 3.7938 2021-01-29 23:03:04,295 - mmaction - INFO - Epoch [38][2320/3757] lr: 1.000e-02, eta: 1 day, 9:02:59, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.8132 2021-01-29 23:03:10,796 - mmaction - INFO - Epoch [38][2340/3757] lr: 1.000e-02, eta: 1 day, 9:02:42, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.0886, loss: 2.0886, grad_norm: 3.7302 2021-01-29 23:03:16,785 - mmaction - INFO - Epoch [38][2360/3757] lr: 1.000e-02, eta: 1 day, 9:02:25, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5336, top5_acc: 0.7727, loss_cls: 2.0115, loss: 2.0115, grad_norm: 3.7118 2021-01-29 23:03:23,031 - mmaction - INFO - Epoch [38][2380/3757] lr: 1.000e-02, eta: 1 day, 9:02:09, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7430, loss_cls: 2.1614, loss: 2.1614, grad_norm: 3.9682 2021-01-29 23:03:28,400 - mmaction - INFO - Epoch [38][2400/3757] lr: 1.000e-02, eta: 1 day, 9:01:51, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7461, loss_cls: 2.1541, loss: 2.1541, grad_norm: 11.3500 2021-01-29 23:03:34,581 - mmaction - INFO - Epoch [38][2420/3757] lr: 1.000e-02, eta: 1 day, 9:01:34, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7555, loss_cls: 2.1291, loss: 2.1291, grad_norm: 3.8644 2021-01-29 23:03:40,869 - mmaction - INFO - Epoch [38][2440/3757] lr: 1.000e-02, eta: 1 day, 9:01:17, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1309, loss: 2.1309, grad_norm: 3.9427 2021-01-29 23:03:46,414 - mmaction - INFO - Epoch [38][2460/3757] lr: 1.000e-02, eta: 1 day, 9:01:00, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.1508, loss: 2.1508, grad_norm: 3.8272 2021-01-29 23:03:52,487 - mmaction - INFO - Epoch [38][2480/3757] lr: 1.000e-02, eta: 1 day, 9:00:43, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.1204, loss: 2.1204, grad_norm: 3.7430 2021-01-29 23:03:58,789 - mmaction - INFO - Epoch [38][2500/3757] lr: 1.000e-02, eta: 1 day, 9:00:26, time: 0.318, data_time: 0.005, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.1126, loss: 2.1126, grad_norm: 3.7981 2021-01-29 23:04:05,348 - mmaction - INFO - Epoch [38][2520/3757] lr: 1.000e-02, eta: 1 day, 9:00:10, time: 0.327, data_time: 0.003, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.0380, loss: 2.0380, grad_norm: 3.6598 2021-01-29 23:04:11,824 - mmaction - INFO - Epoch [38][2540/3757] lr: 1.000e-02, eta: 1 day, 8:59:54, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.0907, loss: 2.0907, grad_norm: 3.7633 2021-01-29 23:04:17,800 - mmaction - INFO - Epoch [38][2560/3757] lr: 1.000e-02, eta: 1 day, 8:59:37, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7352, loss_cls: 2.0991, loss: 2.0991, grad_norm: 3.7987 2021-01-29 23:04:23,949 - mmaction - INFO - Epoch [38][2580/3757] lr: 1.000e-02, eta: 1 day, 8:59:20, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1302, loss: 2.1302, grad_norm: 3.6833 2021-01-29 23:04:29,782 - mmaction - INFO - Epoch [38][2600/3757] lr: 1.000e-02, eta: 1 day, 8:59:03, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7609, loss_cls: 2.0767, loss: 2.0767, grad_norm: 3.7975 2021-01-29 23:04:35,513 - mmaction - INFO - Epoch [38][2620/3757] lr: 1.000e-02, eta: 1 day, 8:58:45, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7320, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.7459 2021-01-29 23:04:42,174 - mmaction - INFO - Epoch [38][2640/3757] lr: 1.000e-02, eta: 1 day, 8:58:29, time: 0.334, data_time: 0.004, memory: 3385, top1_acc: 0.5352, top5_acc: 0.7797, loss_cls: 1.9468, loss: 1.9468, grad_norm: 3.8333 2021-01-29 23:04:48,458 - mmaction - INFO - Epoch [38][2660/3757] lr: 1.000e-02, eta: 1 day, 8:58:13, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7539, loss_cls: 2.1069, loss: 2.1069, grad_norm: 3.9606 2021-01-29 23:04:54,920 - mmaction - INFO - Epoch [38][2680/3757] lr: 1.000e-02, eta: 1 day, 8:57:57, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7648, loss_cls: 2.0778, loss: 2.0778, grad_norm: 3.6680 2021-01-29 23:05:00,189 - mmaction - INFO - Epoch [38][2700/3757] lr: 1.000e-02, eta: 1 day, 8:57:39, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7586, loss_cls: 2.0937, loss: 2.0937, grad_norm: 3.9980 2021-01-29 23:05:06,047 - mmaction - INFO - Epoch [38][2720/3757] lr: 1.000e-02, eta: 1 day, 8:57:21, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7312, loss_cls: 2.1699, loss: 2.1699, grad_norm: 3.7726 2021-01-29 23:05:12,132 - mmaction - INFO - Epoch [38][2740/3757] lr: 1.000e-02, eta: 1 day, 8:57:04, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7391, loss_cls: 2.2127, loss: 2.2127, grad_norm: 3.7789 2021-01-29 23:05:18,329 - mmaction - INFO - Epoch [38][2760/3757] lr: 1.000e-02, eta: 1 day, 8:56:48, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.1471, loss: 2.1471, grad_norm: 3.8171 2021-01-29 23:05:24,434 - mmaction - INFO - Epoch [38][2780/3757] lr: 1.000e-02, eta: 1 day, 8:56:31, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7578, loss_cls: 2.0850, loss: 2.0850, grad_norm: 3.7912 2021-01-29 23:05:30,232 - mmaction - INFO - Epoch [38][2800/3757] lr: 1.000e-02, eta: 1 day, 8:56:14, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7391, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.7879 2021-01-29 23:05:36,388 - mmaction - INFO - Epoch [38][2820/3757] lr: 1.000e-02, eta: 1 day, 8:55:57, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7414, loss_cls: 2.1766, loss: 2.1766, grad_norm: 3.8796 2021-01-29 23:05:42,420 - mmaction - INFO - Epoch [38][2840/3757] lr: 1.000e-02, eta: 1 day, 8:55:40, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.2106, loss: 2.2106, grad_norm: 3.7312 2021-01-29 23:05:48,947 - mmaction - INFO - Epoch [38][2860/3757] lr: 1.000e-02, eta: 1 day, 8:55:24, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7484, loss_cls: 2.1400, loss: 2.1400, grad_norm: 3.6766 2021-01-29 23:05:55,346 - mmaction - INFO - Epoch [38][2880/3757] lr: 1.000e-02, eta: 1 day, 8:55:08, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7234, loss_cls: 2.1978, loss: 2.1978, grad_norm: 3.6422 2021-01-29 23:06:01,629 - mmaction - INFO - Epoch [38][2900/3757] lr: 1.000e-02, eta: 1 day, 8:54:51, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7391, loss_cls: 2.1390, loss: 2.1390, grad_norm: 3.9893 2021-01-29 23:06:08,116 - mmaction - INFO - Epoch [38][2920/3757] lr: 1.000e-02, eta: 1 day, 8:54:35, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7492, loss_cls: 2.1073, loss: 2.1073, grad_norm: 3.9315 2021-01-29 23:06:14,024 - mmaction - INFO - Epoch [38][2940/3757] lr: 1.000e-02, eta: 1 day, 8:54:18, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7469, loss_cls: 2.1224, loss: 2.1224, grad_norm: 3.7556 2021-01-29 23:06:20,545 - mmaction - INFO - Epoch [38][2960/3757] lr: 1.000e-02, eta: 1 day, 8:54:02, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7477, loss_cls: 2.1882, loss: 2.1882, grad_norm: 3.8224 2021-01-29 23:06:26,538 - mmaction - INFO - Epoch [38][2980/3757] lr: 1.000e-02, eta: 1 day, 8:53:45, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.1957, loss: 2.1957, grad_norm: 3.7731 2021-01-29 23:06:32,354 - mmaction - INFO - Epoch [38][3000/3757] lr: 1.000e-02, eta: 1 day, 8:53:28, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.0940, loss: 2.0940, grad_norm: 3.7191 2021-01-29 23:06:38,244 - mmaction - INFO - Epoch [38][3020/3757] lr: 1.000e-02, eta: 1 day, 8:53:11, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.1101, loss: 2.1101, grad_norm: 3.6743 2021-01-29 23:06:44,159 - mmaction - INFO - Epoch [38][3040/3757] lr: 1.000e-02, eta: 1 day, 8:52:54, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.0515, loss: 2.0515, grad_norm: 3.6427 2021-01-29 23:06:49,939 - mmaction - INFO - Epoch [38][3060/3757] lr: 1.000e-02, eta: 1 day, 8:52:36, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1132, loss: 2.1132, grad_norm: 3.7265 2021-01-29 23:06:55,865 - mmaction - INFO - Epoch [38][3080/3757] lr: 1.000e-02, eta: 1 day, 8:52:19, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1180, loss: 2.1180, grad_norm: 3.7755 2021-01-29 23:07:01,923 - mmaction - INFO - Epoch [38][3100/3757] lr: 1.000e-02, eta: 1 day, 8:52:02, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1300, loss: 2.1300, grad_norm: 3.7602 2021-01-29 23:07:08,045 - mmaction - INFO - Epoch [38][3120/3757] lr: 1.000e-02, eta: 1 day, 8:51:46, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1687, loss: 2.1687, grad_norm: 3.7381 2021-01-29 23:07:14,534 - mmaction - INFO - Epoch [38][3140/3757] lr: 1.000e-02, eta: 1 day, 8:51:30, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.7326 2021-01-29 23:07:20,898 - mmaction - INFO - Epoch [38][3160/3757] lr: 1.000e-02, eta: 1 day, 8:51:13, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.0654, loss: 2.0654, grad_norm: 3.7579 2021-01-29 23:07:26,990 - mmaction - INFO - Epoch [38][3180/3757] lr: 1.000e-02, eta: 1 day, 8:50:56, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0947, loss: 2.0947, grad_norm: 3.7383 2021-01-29 23:07:33,504 - mmaction - INFO - Epoch [38][3200/3757] lr: 1.000e-02, eta: 1 day, 8:50:40, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.0409, loss: 2.0409, grad_norm: 3.8271 2021-01-29 23:07:39,719 - mmaction - INFO - Epoch [38][3220/3757] lr: 1.000e-02, eta: 1 day, 8:50:24, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7516, loss_cls: 2.1253, loss: 2.1253, grad_norm: 3.8033 2021-01-29 23:07:45,725 - mmaction - INFO - Epoch [38][3240/3757] lr: 1.000e-02, eta: 1 day, 8:50:07, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5312, top5_acc: 0.7547, loss_cls: 2.0543, loss: 2.0543, grad_norm: 3.8158 2021-01-29 23:07:51,957 - mmaction - INFO - Epoch [38][3260/3757] lr: 1.000e-02, eta: 1 day, 8:49:50, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7469, loss_cls: 2.0908, loss: 2.0908, grad_norm: 3.6991 2021-01-29 23:07:57,553 - mmaction - INFO - Epoch [38][3280/3757] lr: 1.000e-02, eta: 1 day, 8:49:33, time: 0.279, data_time: 0.005, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7484, loss_cls: 2.0985, loss: 2.0985, grad_norm: 3.8367 2021-01-29 23:08:03,703 - mmaction - INFO - Epoch [38][3300/3757] lr: 1.000e-02, eta: 1 day, 8:49:16, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7344, loss_cls: 2.1535, loss: 2.1535, grad_norm: 3.6881 2021-01-29 23:08:10,652 - mmaction - INFO - Epoch [38][3320/3757] lr: 1.000e-02, eta: 1 day, 8:49:01, time: 0.347, data_time: 0.004, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1415, loss: 2.1415, grad_norm: 3.7733 2021-01-29 23:08:16,376 - mmaction - INFO - Epoch [38][3340/3757] lr: 1.000e-02, eta: 1 day, 8:48:44, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0231, loss: 2.0231, grad_norm: 3.6697 2021-01-29 23:08:22,521 - mmaction - INFO - Epoch [38][3360/3757] lr: 1.000e-02, eta: 1 day, 8:48:27, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7289, loss_cls: 2.2282, loss: 2.2282, grad_norm: 3.7532 2021-01-29 23:08:29,250 - mmaction - INFO - Epoch [38][3380/3757] lr: 1.000e-02, eta: 1 day, 8:48:11, time: 0.336, data_time: 0.002, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7500, loss_cls: 2.0766, loss: 2.0766, grad_norm: 3.7302 2021-01-29 23:08:34,759 - mmaction - INFO - Epoch [38][3400/3757] lr: 1.000e-02, eta: 1 day, 8:47:54, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7391, loss_cls: 2.1744, loss: 2.1744, grad_norm: 3.8147 2021-01-29 23:08:41,165 - mmaction - INFO - Epoch [38][3420/3757] lr: 1.000e-02, eta: 1 day, 8:47:37, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.1889, loss: 2.1889, grad_norm: 3.7308 2021-01-29 23:08:47,359 - mmaction - INFO - Epoch [38][3440/3757] lr: 1.000e-02, eta: 1 day, 8:47:21, time: 0.311, data_time: 0.004, memory: 3385, top1_acc: 0.4758, top5_acc: 0.7094, loss_cls: 2.2672, loss: 2.2672, grad_norm: 3.7358 2021-01-29 23:08:52,855 - mmaction - INFO - Epoch [38][3460/3757] lr: 1.000e-02, eta: 1 day, 8:47:03, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1587, loss: 2.1587, grad_norm: 3.7166 2021-01-29 23:08:58,911 - mmaction - INFO - Epoch [38][3480/3757] lr: 1.000e-02, eta: 1 day, 8:46:46, time: 0.303, data_time: 0.004, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7352, loss_cls: 2.1660, loss: 2.1660, grad_norm: 3.7738 2021-01-29 23:09:05,040 - mmaction - INFO - Epoch [38][3500/3757] lr: 1.000e-02, eta: 1 day, 8:46:30, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7688, loss_cls: 2.0757, loss: 2.0757, grad_norm: 3.8114 2021-01-29 23:09:10,746 - mmaction - INFO - Epoch [38][3520/3757] lr: 1.000e-02, eta: 1 day, 8:46:12, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5453, top5_acc: 0.7844, loss_cls: 1.9352, loss: 1.9352, grad_norm: 3.7119 2021-01-29 23:09:17,654 - mmaction - INFO - Epoch [38][3540/3757] lr: 1.000e-02, eta: 1 day, 8:45:57, time: 0.345, data_time: 0.000, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7289, loss_cls: 2.1690, loss: 2.1690, grad_norm: 3.8370 2021-01-29 23:09:23,473 - mmaction - INFO - Epoch [38][3560/3757] lr: 1.000e-02, eta: 1 day, 8:45:40, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7547, loss_cls: 2.0895, loss: 2.0895, grad_norm: 3.7626 2021-01-29 23:09:29,583 - mmaction - INFO - Epoch [38][3580/3757] lr: 1.000e-02, eta: 1 day, 8:45:23, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7312, loss_cls: 2.1805, loss: 2.1805, grad_norm: 3.7326 2021-01-29 23:09:36,268 - mmaction - INFO - Epoch [38][3600/3757] lr: 1.000e-02, eta: 1 day, 8:45:07, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7648, loss_cls: 2.0366, loss: 2.0366, grad_norm: 3.8375 2021-01-29 23:09:41,820 - mmaction - INFO - Epoch [38][3620/3757] lr: 1.000e-02, eta: 1 day, 8:44:50, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7289, loss_cls: 2.1723, loss: 2.1723, grad_norm: 3.8481 2021-01-29 23:09:47,358 - mmaction - INFO - Epoch [38][3640/3757] lr: 1.000e-02, eta: 1 day, 8:44:32, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2028, loss: 2.2028, grad_norm: 3.7223 2021-01-29 23:09:53,943 - mmaction - INFO - Epoch [38][3660/3757] lr: 1.000e-02, eta: 1 day, 8:44:16, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.0679, loss: 2.0679, grad_norm: 3.8961 2021-01-29 23:10:01,270 - mmaction - INFO - Epoch [38][3680/3757] lr: 1.000e-02, eta: 1 day, 8:44:02, time: 0.366, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.1348, loss: 2.1348, grad_norm: 3.7655 2021-01-29 23:10:07,077 - mmaction - INFO - Epoch [38][3700/3757] lr: 1.000e-02, eta: 1 day, 8:43:45, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0532, loss: 2.0532, grad_norm: 3.8121 2021-01-29 23:10:12,963 - mmaction - INFO - Epoch [38][3720/3757] lr: 1.000e-02, eta: 1 day, 8:43:27, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7539, loss_cls: 2.0910, loss: 2.0910, grad_norm: 3.7574 2021-01-29 23:10:18,732 - mmaction - INFO - Epoch [38][3740/3757] lr: 1.000e-02, eta: 1 day, 8:43:10, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0432, loss: 2.0432, grad_norm: 3.7406 2021-01-29 23:10:42,237 - mmaction - INFO - Saving checkpoint at 38 epochs 2021-01-29 23:23:36,186 - mmaction - INFO - Epoch [39][20/3757] lr: 1.000e-02, eta: 1 day, 9:03:23, time: 38.678, data_time: 38.006, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7422, loss_cls: 2.1351, loss: 2.1351, grad_norm: 3.7834 2021-01-29 23:23:40,307 - mmaction - INFO - Epoch [39][40/3757] lr: 1.000e-02, eta: 1 day, 9:03:03, time: 0.217, data_time: 0.013, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1136, loss: 2.1136, grad_norm: 3.7005 2021-01-29 23:23:44,506 - mmaction - INFO - Epoch [39][60/3757] lr: 1.000e-02, eta: 1 day, 9:02:43, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0627, loss: 2.0627, grad_norm: 3.6788 2021-01-29 23:23:48,592 - mmaction - INFO - Epoch [39][80/3757] lr: 1.000e-02, eta: 1 day, 9:02:23, time: 0.204, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7570, loss_cls: 2.1052, loss: 2.1052, grad_norm: 3.8440 2021-01-29 23:23:52,751 - mmaction - INFO - Epoch [39][100/3757] lr: 1.000e-02, eta: 1 day, 9:02:03, time: 0.204, data_time: 0.001, memory: 3385, top1_acc: 0.5305, top5_acc: 0.7555, loss_cls: 1.9840, loss: 1.9840, grad_norm: 3.8192 2021-01-29 23:23:56,903 - mmaction - INFO - Epoch [39][120/3757] lr: 1.000e-02, eta: 1 day, 9:01:43, time: 0.211, data_time: 0.006, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1383, loss: 2.1383, grad_norm: 3.7299 2021-01-29 23:24:01,037 - mmaction - INFO - Epoch [39][140/3757] lr: 1.000e-02, eta: 1 day, 9:01:23, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.0881, loss: 2.0881, grad_norm: 3.6634 2021-01-29 23:24:05,374 - mmaction - INFO - Epoch [39][160/3757] lr: 1.000e-02, eta: 1 day, 9:01:03, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7562, loss_cls: 2.0757, loss: 2.0757, grad_norm: 3.8536 2021-01-29 23:24:09,491 - mmaction - INFO - Epoch [39][180/3757] lr: 1.000e-02, eta: 1 day, 9:00:43, time: 0.206, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7500, loss_cls: 2.0913, loss: 2.0913, grad_norm: 3.6747 2021-01-29 23:24:13,783 - mmaction - INFO - Epoch [39][200/3757] lr: 1.000e-02, eta: 1 day, 9:00:23, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5312, top5_acc: 0.7695, loss_cls: 2.0006, loss: 2.0006, grad_norm: 3.8426 2021-01-29 23:24:17,885 - mmaction - INFO - Epoch [39][220/3757] lr: 1.000e-02, eta: 1 day, 9:00:03, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.0203, loss: 2.0203, grad_norm: 3.8015 2021-01-29 23:24:22,032 - mmaction - INFO - Epoch [39][240/3757] lr: 1.000e-02, eta: 1 day, 8:59:43, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0289, loss: 2.0289, grad_norm: 3.7910 2021-01-29 23:24:26,262 - mmaction - INFO - Epoch [39][260/3757] lr: 1.000e-02, eta: 1 day, 8:59:23, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7406, loss_cls: 2.0705, loss: 2.0705, grad_norm: 3.6908 2021-01-29 23:24:30,409 - mmaction - INFO - Epoch [39][280/3757] lr: 1.000e-02, eta: 1 day, 8:59:03, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 2.0441, loss: 2.0441, grad_norm: 3.6575 2021-01-29 23:24:34,714 - mmaction - INFO - Epoch [39][300/3757] lr: 1.000e-02, eta: 1 day, 8:58:43, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7383, loss_cls: 2.2016, loss: 2.2016, grad_norm: 3.8010 2021-01-29 23:24:39,009 - mmaction - INFO - Epoch [39][320/3757] lr: 1.000e-02, eta: 1 day, 8:58:23, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.0892, loss: 2.0892, grad_norm: 3.6203 2021-01-29 23:24:43,253 - mmaction - INFO - Epoch [39][340/3757] lr: 1.000e-02, eta: 1 day, 8:58:03, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7648, loss_cls: 2.0227, loss: 2.0227, grad_norm: 3.6894 2021-01-29 23:24:47,584 - mmaction - INFO - Epoch [39][360/3757] lr: 1.000e-02, eta: 1 day, 8:57:43, time: 0.217, data_time: 0.004, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.0505, loss: 2.0505, grad_norm: 3.7527 2021-01-29 23:24:51,772 - mmaction - INFO - Epoch [39][380/3757] lr: 1.000e-02, eta: 1 day, 8:57:23, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7359, loss_cls: 2.1124, loss: 2.1124, grad_norm: 3.8011 2021-01-29 23:24:56,229 - mmaction - INFO - Epoch [39][400/3757] lr: 1.000e-02, eta: 1 day, 8:57:04, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1517, loss: 2.1517, grad_norm: 3.8531 2021-01-29 23:25:01,086 - mmaction - INFO - Epoch [39][420/3757] lr: 1.000e-02, eta: 1 day, 8:56:45, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7602, loss_cls: 2.0501, loss: 2.0501, grad_norm: 3.7913 2021-01-29 23:25:05,436 - mmaction - INFO - Epoch [39][440/3757] lr: 1.000e-02, eta: 1 day, 8:56:25, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5305, top5_acc: 0.7531, loss_cls: 2.0353, loss: 2.0353, grad_norm: 3.8911 2021-01-29 23:25:10,107 - mmaction - INFO - Epoch [39][460/3757] lr: 1.000e-02, eta: 1 day, 8:56:06, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7555, loss_cls: 2.1130, loss: 2.1130, grad_norm: 3.9933 2021-01-29 23:25:14,766 - mmaction - INFO - Epoch [39][480/3757] lr: 1.000e-02, eta: 1 day, 8:55:47, time: 0.233, data_time: 0.001, memory: 3385, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0019, loss: 2.0019, grad_norm: 3.6456 2021-01-29 23:25:19,179 - mmaction - INFO - Epoch [39][500/3757] lr: 1.000e-02, eta: 1 day, 8:55:27, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.1500, loss: 2.1500, grad_norm: 3.9152 2021-01-29 23:25:24,303 - mmaction - INFO - Epoch [39][520/3757] lr: 1.000e-02, eta: 1 day, 8:55:09, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7445, loss_cls: 2.1889, loss: 2.1889, grad_norm: 3.7976 2021-01-29 23:25:29,031 - mmaction - INFO - Epoch [39][540/3757] lr: 1.000e-02, eta: 1 day, 8:54:50, time: 0.237, data_time: 0.002, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0402, loss: 2.0402, grad_norm: 3.7509 2021-01-29 23:25:33,956 - mmaction - INFO - Epoch [39][560/3757] lr: 1.000e-02, eta: 1 day, 8:54:31, time: 0.246, data_time: 0.000, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7391, loss_cls: 2.1012, loss: 2.1012, grad_norm: 3.6712 2021-01-29 23:25:38,527 - mmaction - INFO - Epoch [39][580/3757] lr: 1.000e-02, eta: 1 day, 8:54:12, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7453, loss_cls: 2.0964, loss: 2.0964, grad_norm: 3.7438 2021-01-29 23:25:43,120 - mmaction - INFO - Epoch [39][600/3757] lr: 1.000e-02, eta: 1 day, 8:53:52, time: 0.230, data_time: 0.002, memory: 3385, top1_acc: 0.5305, top5_acc: 0.7586, loss_cls: 2.0298, loss: 2.0298, grad_norm: 3.7950 2021-01-29 23:25:48,840 - mmaction - INFO - Epoch [39][620/3757] lr: 1.000e-02, eta: 1 day, 8:53:35, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7797, loss_cls: 1.9619, loss: 1.9619, grad_norm: 3.7378 2021-01-29 23:25:53,713 - mmaction - INFO - Epoch [39][640/3757] lr: 1.000e-02, eta: 1 day, 8:53:16, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.5234, top5_acc: 0.7727, loss_cls: 2.0335, loss: 2.0335, grad_norm: 3.8688 2021-01-29 23:25:58,734 - mmaction - INFO - Epoch [39][660/3757] lr: 1.000e-02, eta: 1 day, 8:52:58, time: 0.251, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.0605, loss: 2.0605, grad_norm: 3.8103 2021-01-29 23:26:04,597 - mmaction - INFO - Epoch [39][680/3757] lr: 1.000e-02, eta: 1 day, 8:52:40, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.1179, loss: 2.1179, grad_norm: 3.8691 2021-01-29 23:26:09,668 - mmaction - INFO - Epoch [39][700/3757] lr: 1.000e-02, eta: 1 day, 8:52:22, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.1555, loss: 2.1555, grad_norm: 4.0105 2021-01-29 23:26:15,523 - mmaction - INFO - Epoch [39][720/3757] lr: 1.000e-02, eta: 1 day, 8:52:05, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5375, top5_acc: 0.7633, loss_cls: 1.9850, loss: 1.9850, grad_norm: 3.9604 2021-01-29 23:26:20,896 - mmaction - INFO - Epoch [39][740/3757] lr: 1.000e-02, eta: 1 day, 8:51:47, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.3282, loss: 2.3282, grad_norm: 6.1368 2021-01-29 23:26:25,789 - mmaction - INFO - Epoch [39][760/3757] lr: 1.000e-02, eta: 1 day, 8:51:28, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.4805, top5_acc: 0.7320, loss_cls: 2.1974, loss: 2.1974, grad_norm: 3.9710 2021-01-29 23:26:31,499 - mmaction - INFO - Epoch [39][780/3757] lr: 1.000e-02, eta: 1 day, 8:51:10, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0429, loss: 2.0429, grad_norm: 3.8060 2021-01-29 23:26:36,718 - mmaction - INFO - Epoch [39][800/3757] lr: 1.000e-02, eta: 1 day, 8:50:52, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1943, loss: 2.1943, grad_norm: 3.9985 2021-01-29 23:26:42,169 - mmaction - INFO - Epoch [39][820/3757] lr: 1.000e-02, eta: 1 day, 8:50:34, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.1738, loss: 2.1738, grad_norm: 3.8779 2021-01-29 23:26:47,024 - mmaction - INFO - Epoch [39][840/3757] lr: 1.000e-02, eta: 1 day, 8:50:16, time: 0.243, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7133, loss_cls: 2.2526, loss: 2.2526, grad_norm: 3.8365 2021-01-29 23:26:52,572 - mmaction - INFO - Epoch [39][860/3757] lr: 1.000e-02, eta: 1 day, 8:49:58, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7688, loss_cls: 2.0891, loss: 2.0891, grad_norm: 3.8511 2021-01-29 23:26:58,502 - mmaction - INFO - Epoch [39][880/3757] lr: 1.000e-02, eta: 1 day, 8:49:41, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7461, loss_cls: 2.1465, loss: 2.1465, grad_norm: 4.0157 2021-01-29 23:27:04,001 - mmaction - INFO - Epoch [39][900/3757] lr: 1.000e-02, eta: 1 day, 8:49:23, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.0884, loss: 2.0884, grad_norm: 3.7632 2021-01-29 23:27:10,196 - mmaction - INFO - Epoch [39][920/3757] lr: 1.000e-02, eta: 1 day, 8:49:06, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7562, loss_cls: 2.0756, loss: 2.0756, grad_norm: 3.8103 2021-01-29 23:27:15,201 - mmaction - INFO - Epoch [39][940/3757] lr: 1.000e-02, eta: 1 day, 8:48:48, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7531, loss_cls: 2.0712, loss: 2.0712, grad_norm: 3.8648 2021-01-29 23:27:20,763 - mmaction - INFO - Epoch [39][960/3757] lr: 1.000e-02, eta: 1 day, 8:48:30, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1098, loss: 2.1098, grad_norm: 3.8695 2021-01-29 23:27:26,293 - mmaction - INFO - Epoch [39][980/3757] lr: 1.000e-02, eta: 1 day, 8:48:13, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.7609 2021-01-29 23:27:32,092 - mmaction - INFO - Epoch [39][1000/3757] lr: 1.000e-02, eta: 1 day, 8:47:55, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7562, loss_cls: 2.1230, loss: 2.1230, grad_norm: 3.7848 2021-01-29 23:27:37,840 - mmaction - INFO - Epoch [39][1020/3757] lr: 1.000e-02, eta: 1 day, 8:47:38, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7641, loss_cls: 2.0424, loss: 2.0424, grad_norm: 3.9696 2021-01-29 23:27:42,992 - mmaction - INFO - Epoch [39][1040/3757] lr: 1.000e-02, eta: 1 day, 8:47:20, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7461, loss_cls: 2.1044, loss: 2.1044, grad_norm: 3.7755 2021-01-29 23:27:48,959 - mmaction - INFO - Epoch [39][1060/3757] lr: 1.000e-02, eta: 1 day, 8:47:03, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7461, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.8350 2021-01-29 23:27:55,130 - mmaction - INFO - Epoch [39][1080/3757] lr: 1.000e-02, eta: 1 day, 8:46:46, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.1324, loss: 2.1324, grad_norm: 3.6564 2021-01-29 23:28:00,914 - mmaction - INFO - Epoch [39][1100/3757] lr: 1.000e-02, eta: 1 day, 8:46:29, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.0851, loss: 2.0851, grad_norm: 3.8245 2021-01-29 23:28:06,138 - mmaction - INFO - Epoch [39][1120/3757] lr: 1.000e-02, eta: 1 day, 8:46:11, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7359, loss_cls: 2.1724, loss: 2.1724, grad_norm: 3.7793 2021-01-29 23:28:11,609 - mmaction - INFO - Epoch [39][1140/3757] lr: 1.000e-02, eta: 1 day, 8:45:53, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7336, loss_cls: 2.1437, loss: 2.1437, grad_norm: 3.7088 2021-01-29 23:28:17,114 - mmaction - INFO - Epoch [39][1160/3757] lr: 1.000e-02, eta: 1 day, 8:45:35, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.0574, loss: 2.0574, grad_norm: 3.8531 2021-01-29 23:28:22,713 - mmaction - INFO - Epoch [39][1180/3757] lr: 1.000e-02, eta: 1 day, 8:45:18, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7602, loss_cls: 2.0289, loss: 2.0289, grad_norm: 3.7865 2021-01-29 23:28:28,184 - mmaction - INFO - Epoch [39][1200/3757] lr: 1.000e-02, eta: 1 day, 8:45:00, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1231, loss: 2.1231, grad_norm: 3.8736 2021-01-29 23:28:33,997 - mmaction - INFO - Epoch [39][1220/3757] lr: 1.000e-02, eta: 1 day, 8:44:43, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.1998, loss: 2.1998, grad_norm: 3.7125 2021-01-29 23:28:39,896 - mmaction - INFO - Epoch [39][1240/3757] lr: 1.000e-02, eta: 1 day, 8:44:26, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5234, top5_acc: 0.7625, loss_cls: 2.0448, loss: 2.0448, grad_norm: 3.7709 2021-01-29 23:28:45,498 - mmaction - INFO - Epoch [39][1260/3757] lr: 1.000e-02, eta: 1 day, 8:44:08, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1598, loss: 2.1598, grad_norm: 3.8377 2021-01-29 23:28:50,620 - mmaction - INFO - Epoch [39][1280/3757] lr: 1.000e-02, eta: 1 day, 8:43:50, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1358, loss: 2.1358, grad_norm: 3.8688 2021-01-29 23:28:55,494 - mmaction - INFO - Epoch [39][1300/3757] lr: 1.000e-02, eta: 1 day, 8:43:31, time: 0.244, data_time: 0.005, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7328, loss_cls: 2.1761, loss: 2.1761, grad_norm: 3.8151 2021-01-29 23:29:00,948 - mmaction - INFO - Epoch [39][1320/3757] lr: 1.000e-02, eta: 1 day, 8:43:13, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4898, top5_acc: 0.7492, loss_cls: 2.1124, loss: 2.1124, grad_norm: 3.7286 2021-01-29 23:29:06,375 - mmaction - INFO - Epoch [39][1340/3757] lr: 1.000e-02, eta: 1 day, 8:42:56, time: 0.271, data_time: 0.003, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.0979, loss: 2.0979, grad_norm: 3.7329 2021-01-29 23:29:11,648 - mmaction - INFO - Epoch [39][1360/3757] lr: 1.000e-02, eta: 1 day, 8:42:38, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7555, loss_cls: 2.1248, loss: 2.1248, grad_norm: 3.9412 2021-01-29 23:29:17,628 - mmaction - INFO - Epoch [39][1380/3757] lr: 1.000e-02, eta: 1 day, 8:42:21, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.1082, loss: 2.1082, grad_norm: 3.7608 2021-01-29 23:29:23,474 - mmaction - INFO - Epoch [39][1400/3757] lr: 1.000e-02, eta: 1 day, 8:42:03, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7594, loss_cls: 2.1061, loss: 2.1061, grad_norm: 3.9128 2021-01-29 23:29:29,259 - mmaction - INFO - Epoch [39][1420/3757] lr: 1.000e-02, eta: 1 day, 8:41:46, time: 0.289, data_time: 0.005, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7570, loss_cls: 2.0873, loss: 2.0873, grad_norm: 3.7547 2021-01-29 23:29:35,079 - mmaction - INFO - Epoch [39][1440/3757] lr: 1.000e-02, eta: 1 day, 8:41:29, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7469, loss_cls: 2.0851, loss: 2.0851, grad_norm: 3.7727 2021-01-29 23:29:40,762 - mmaction - INFO - Epoch [39][1460/3757] lr: 1.000e-02, eta: 1 day, 8:41:12, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.0561, loss: 2.0561, grad_norm: 3.6479 2021-01-29 23:29:47,013 - mmaction - INFO - Epoch [39][1480/3757] lr: 1.000e-02, eta: 1 day, 8:40:55, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.4773, top5_acc: 0.7539, loss_cls: 2.1582, loss: 2.1582, grad_norm: 3.7589 2021-01-29 23:29:52,836 - mmaction - INFO - Epoch [39][1500/3757] lr: 1.000e-02, eta: 1 day, 8:40:38, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.1954, loss: 2.1954, grad_norm: 3.6608 2021-01-29 23:29:58,534 - mmaction - INFO - Epoch [39][1520/3757] lr: 1.000e-02, eta: 1 day, 8:40:21, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.0779, loss: 2.0779, grad_norm: 3.7464 2021-01-29 23:30:04,091 - mmaction - INFO - Epoch [39][1540/3757] lr: 1.000e-02, eta: 1 day, 8:40:03, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1487, loss: 2.1487, grad_norm: 3.7413 2021-01-29 23:30:10,610 - mmaction - INFO - Epoch [39][1560/3757] lr: 1.000e-02, eta: 1 day, 8:39:47, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.4508, top5_acc: 0.7266, loss_cls: 2.3212, loss: 2.3212, grad_norm: 3.8960 2021-01-29 23:30:16,422 - mmaction - INFO - Epoch [39][1580/3757] lr: 1.000e-02, eta: 1 day, 8:39:30, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7398, loss_cls: 2.1496, loss: 2.1496, grad_norm: 3.8303 2021-01-29 23:30:22,356 - mmaction - INFO - Epoch [39][1600/3757] lr: 1.000e-02, eta: 1 day, 8:39:13, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.2013, loss: 2.2013, grad_norm: 3.8979 2021-01-29 23:30:28,663 - mmaction - INFO - Epoch [39][1620/3757] lr: 1.000e-02, eta: 1 day, 8:38:57, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7430, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.8228 2021-01-29 23:30:33,913 - mmaction - INFO - Epoch [39][1640/3757] lr: 1.000e-02, eta: 1 day, 8:38:39, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7609, loss_cls: 2.1291, loss: 2.1291, grad_norm: 3.8154 2021-01-29 23:30:39,572 - mmaction - INFO - Epoch [39][1660/3757] lr: 1.000e-02, eta: 1 day, 8:38:21, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7688, loss_cls: 2.0225, loss: 2.0225, grad_norm: 3.7159 2021-01-29 23:30:45,646 - mmaction - INFO - Epoch [39][1680/3757] lr: 1.000e-02, eta: 1 day, 8:38:05, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7539, loss_cls: 2.0954, loss: 2.0954, grad_norm: 3.8552 2021-01-29 23:30:52,012 - mmaction - INFO - Epoch [39][1700/3757] lr: 1.000e-02, eta: 1 day, 8:37:49, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1270, loss: 2.1270, grad_norm: 3.6599 2021-01-29 23:30:57,969 - mmaction - INFO - Epoch [39][1720/3757] lr: 1.000e-02, eta: 1 day, 8:37:32, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.7492 2021-01-29 23:31:03,877 - mmaction - INFO - Epoch [39][1740/3757] lr: 1.000e-02, eta: 1 day, 8:37:15, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1321, loss: 2.1321, grad_norm: 3.7124 2021-01-29 23:31:10,112 - mmaction - INFO - Epoch [39][1760/3757] lr: 1.000e-02, eta: 1 day, 8:36:58, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7414, loss_cls: 2.1016, loss: 2.1016, grad_norm: 3.7478 2021-01-29 23:31:15,394 - mmaction - INFO - Epoch [39][1780/3757] lr: 1.000e-02, eta: 1 day, 8:36:40, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7672, loss_cls: 2.0324, loss: 2.0324, grad_norm: 3.7880 2021-01-29 23:31:21,653 - mmaction - INFO - Epoch [39][1800/3757] lr: 1.000e-02, eta: 1 day, 8:36:24, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1160, loss: 2.1160, grad_norm: 3.8947 2021-01-29 23:31:27,400 - mmaction - INFO - Epoch [39][1820/3757] lr: 1.000e-02, eta: 1 day, 8:36:07, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7672, loss_cls: 2.0407, loss: 2.0407, grad_norm: 3.8290 2021-01-29 23:31:32,775 - mmaction - INFO - Epoch [39][1840/3757] lr: 1.000e-02, eta: 1 day, 8:35:49, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.8211 2021-01-29 23:31:38,932 - mmaction - INFO - Epoch [39][1860/3757] lr: 1.000e-02, eta: 1 day, 8:35:32, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7312, loss_cls: 2.1446, loss: 2.1446, grad_norm: 3.7982 2021-01-29 23:31:44,766 - mmaction - INFO - Epoch [39][1880/3757] lr: 1.000e-02, eta: 1 day, 8:35:15, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.9232 2021-01-29 23:31:50,712 - mmaction - INFO - Epoch [39][1900/3757] lr: 1.000e-02, eta: 1 day, 8:34:58, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7406, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.6801 2021-01-29 23:31:56,077 - mmaction - INFO - Epoch [39][1920/3757] lr: 1.000e-02, eta: 1 day, 8:34:41, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5406, top5_acc: 0.7711, loss_cls: 2.0313, loss: 2.0313, grad_norm: 3.7656 2021-01-29 23:32:02,659 - mmaction - INFO - Epoch [39][1940/3757] lr: 1.000e-02, eta: 1 day, 8:34:25, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.5289, top5_acc: 0.7633, loss_cls: 2.0195, loss: 2.0195, grad_norm: 3.8849 2021-01-29 23:32:08,920 - mmaction - INFO - Epoch [39][1960/3757] lr: 1.000e-02, eta: 1 day, 8:34:08, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7453, loss_cls: 2.1545, loss: 2.1545, grad_norm: 3.8375 2021-01-29 23:32:14,823 - mmaction - INFO - Epoch [39][1980/3757] lr: 1.000e-02, eta: 1 day, 8:33:51, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7625, loss_cls: 2.0476, loss: 2.0476, grad_norm: 3.8420 2021-01-29 23:32:20,251 - mmaction - INFO - Epoch [39][2000/3757] lr: 1.000e-02, eta: 1 day, 8:33:34, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1854, loss: 2.1854, grad_norm: 3.8819 2021-01-29 23:32:26,161 - mmaction - INFO - Epoch [39][2020/3757] lr: 1.000e-02, eta: 1 day, 8:33:17, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7664, loss_cls: 2.0608, loss: 2.0608, grad_norm: 3.7226 2021-01-29 23:32:32,558 - mmaction - INFO - Epoch [39][2040/3757] lr: 1.000e-02, eta: 1 day, 8:33:01, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7609, loss_cls: 2.0499, loss: 2.0499, grad_norm: 3.8100 2021-01-29 23:32:38,344 - mmaction - INFO - Epoch [39][2060/3757] lr: 1.000e-02, eta: 1 day, 8:32:44, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.8166 2021-01-29 23:32:43,991 - mmaction - INFO - Epoch [39][2080/3757] lr: 1.000e-02, eta: 1 day, 8:32:26, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.1862, loss: 2.1862, grad_norm: 3.9304 2021-01-29 23:32:50,329 - mmaction - INFO - Epoch [39][2100/3757] lr: 1.000e-02, eta: 1 day, 8:32:10, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1647, loss: 2.1647, grad_norm: 3.7385 2021-01-29 23:32:55,972 - mmaction - INFO - Epoch [39][2120/3757] lr: 1.000e-02, eta: 1 day, 8:31:53, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7391, loss_cls: 2.1535, loss: 2.1535, grad_norm: 3.7178 2021-01-29 23:33:01,825 - mmaction - INFO - Epoch [39][2140/3757] lr: 1.000e-02, eta: 1 day, 8:31:36, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1245, loss: 2.1245, grad_norm: 3.7197 2021-01-29 23:33:07,566 - mmaction - INFO - Epoch [39][2160/3757] lr: 1.000e-02, eta: 1 day, 8:31:19, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1534, loss: 2.1534, grad_norm: 3.8871 2021-01-29 23:33:13,318 - mmaction - INFO - Epoch [39][2180/3757] lr: 1.000e-02, eta: 1 day, 8:31:01, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.1028, loss: 2.1028, grad_norm: 3.7815 2021-01-29 23:33:19,479 - mmaction - INFO - Epoch [39][2200/3757] lr: 1.000e-02, eta: 1 day, 8:30:45, time: 0.307, data_time: 0.003, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7438, loss_cls: 2.0846, loss: 2.0846, grad_norm: 3.7241 2021-01-29 23:33:25,282 - mmaction - INFO - Epoch [39][2220/3757] lr: 1.000e-02, eta: 1 day, 8:30:28, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1083, loss: 2.1083, grad_norm: 3.7956 2021-01-29 23:33:30,793 - mmaction - INFO - Epoch [39][2240/3757] lr: 1.000e-02, eta: 1 day, 8:30:10, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7484, loss_cls: 2.1125, loss: 2.1125, grad_norm: 3.8565 2021-01-29 23:33:36,931 - mmaction - INFO - Epoch [39][2260/3757] lr: 1.000e-02, eta: 1 day, 8:29:54, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7609, loss_cls: 2.0396, loss: 2.0396, grad_norm: 3.6972 2021-01-29 23:33:42,193 - mmaction - INFO - Epoch [39][2280/3757] lr: 1.000e-02, eta: 1 day, 8:29:36, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1057, loss: 2.1057, grad_norm: 3.8854 2021-01-29 23:33:48,037 - mmaction - INFO - Epoch [39][2300/3757] lr: 1.000e-02, eta: 1 day, 8:29:19, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7359, loss_cls: 2.2079, loss: 2.2079, grad_norm: 3.9635 2021-01-29 23:33:53,713 - mmaction - INFO - Epoch [39][2320/3757] lr: 1.000e-02, eta: 1 day, 8:29:02, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7484, loss_cls: 2.1028, loss: 2.1028, grad_norm: 3.8036 2021-01-29 23:33:59,576 - mmaction - INFO - Epoch [39][2340/3757] lr: 1.000e-02, eta: 1 day, 8:28:45, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.0186, loss: 2.0186, grad_norm: 3.7282 2021-01-29 23:34:05,596 - mmaction - INFO - Epoch [39][2360/3757] lr: 1.000e-02, eta: 1 day, 8:28:28, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1077, loss: 2.1077, grad_norm: 3.6988 2021-01-29 23:34:12,465 - mmaction - INFO - Epoch [39][2380/3757] lr: 1.000e-02, eta: 1 day, 8:28:13, time: 0.344, data_time: 0.002, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7461, loss_cls: 2.1302, loss: 2.1302, grad_norm: 3.8205 2021-01-29 23:34:17,672 - mmaction - INFO - Epoch [39][2400/3757] lr: 1.000e-02, eta: 1 day, 8:27:55, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7758, loss_cls: 2.0034, loss: 2.0034, grad_norm: 3.8280 2021-01-29 23:34:24,008 - mmaction - INFO - Epoch [39][2420/3757] lr: 1.000e-02, eta: 1 day, 8:27:39, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.1967, loss: 2.1967, grad_norm: 3.7554 2021-01-29 23:34:29,859 - mmaction - INFO - Epoch [39][2440/3757] lr: 1.000e-02, eta: 1 day, 8:27:22, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.7902 2021-01-29 23:34:36,029 - mmaction - INFO - Epoch [39][2460/3757] lr: 1.000e-02, eta: 1 day, 8:27:05, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7734, loss_cls: 1.9870, loss: 1.9870, grad_norm: 3.7883 2021-01-29 23:34:41,991 - mmaction - INFO - Epoch [39][2480/3757] lr: 1.000e-02, eta: 1 day, 8:26:48, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.1201, loss: 2.1201, grad_norm: 3.8611 2021-01-29 23:34:47,600 - mmaction - INFO - Epoch [39][2500/3757] lr: 1.000e-02, eta: 1 day, 8:26:31, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7359, loss_cls: 2.1169, loss: 2.1169, grad_norm: 3.7970 2021-01-29 23:34:53,994 - mmaction - INFO - Epoch [39][2520/3757] lr: 1.000e-02, eta: 1 day, 8:26:15, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7711, loss_cls: 2.0575, loss: 2.0575, grad_norm: 3.8757 2021-01-29 23:34:59,989 - mmaction - INFO - Epoch [39][2540/3757] lr: 1.000e-02, eta: 1 day, 8:25:58, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7391, loss_cls: 2.0992, loss: 2.0992, grad_norm: 3.7147 2021-01-29 23:35:05,402 - mmaction - INFO - Epoch [39][2560/3757] lr: 1.000e-02, eta: 1 day, 8:25:41, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5250, top5_acc: 0.7398, loss_cls: 2.1316, loss: 2.1316, grad_norm: 3.9214 2021-01-29 23:35:11,622 - mmaction - INFO - Epoch [39][2580/3757] lr: 1.000e-02, eta: 1 day, 8:25:24, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7648, loss_cls: 2.0876, loss: 2.0876, grad_norm: 3.8081 2021-01-29 23:35:18,393 - mmaction - INFO - Epoch [39][2600/3757] lr: 1.000e-02, eta: 1 day, 8:25:09, time: 0.339, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1418, loss: 2.1418, grad_norm: 3.8127 2021-01-29 23:35:23,921 - mmaction - INFO - Epoch [39][2620/3757] lr: 1.000e-02, eta: 1 day, 8:24:52, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.1156, loss: 2.1156, grad_norm: 3.8516 2021-01-29 23:35:29,739 - mmaction - INFO - Epoch [39][2640/3757] lr: 1.000e-02, eta: 1 day, 8:24:35, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.0799, loss: 2.0799, grad_norm: 3.7130 2021-01-29 23:35:36,074 - mmaction - INFO - Epoch [39][2660/3757] lr: 1.000e-02, eta: 1 day, 8:24:18, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1587, loss: 2.1587, grad_norm: 3.8074 2021-01-29 23:35:41,569 - mmaction - INFO - Epoch [39][2680/3757] lr: 1.000e-02, eta: 1 day, 8:24:01, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7586, loss_cls: 2.0304, loss: 2.0304, grad_norm: 3.7426 2021-01-29 23:35:47,106 - mmaction - INFO - Epoch [39][2700/3757] lr: 1.000e-02, eta: 1 day, 8:23:44, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7688, loss_cls: 2.0252, loss: 2.0252, grad_norm: 3.8242 2021-01-29 23:35:53,239 - mmaction - INFO - Epoch [39][2720/3757] lr: 1.000e-02, eta: 1 day, 8:23:27, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7672, loss_cls: 2.0306, loss: 2.0306, grad_norm: 3.7292 2021-01-29 23:35:58,930 - mmaction - INFO - Epoch [39][2740/3757] lr: 1.000e-02, eta: 1 day, 8:23:10, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.0944, loss: 2.0944, grad_norm: 3.8081 2021-01-29 23:36:04,777 - mmaction - INFO - Epoch [39][2760/3757] lr: 1.000e-02, eta: 1 day, 8:22:53, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.1309, loss: 2.1309, grad_norm: 3.7709 2021-01-29 23:36:10,117 - mmaction - INFO - Epoch [39][2780/3757] lr: 1.000e-02, eta: 1 day, 8:22:35, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1111, loss: 2.1111, grad_norm: 3.7438 2021-01-29 23:36:15,916 - mmaction - INFO - Epoch [39][2800/3757] lr: 1.000e-02, eta: 1 day, 8:22:18, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7227, loss_cls: 2.2283, loss: 2.2283, grad_norm: 3.7124 2021-01-29 23:36:21,762 - mmaction - INFO - Epoch [39][2820/3757] lr: 1.000e-02, eta: 1 day, 8:22:01, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5289, top5_acc: 0.7695, loss_cls: 2.0212, loss: 2.0212, grad_norm: 3.7215 2021-01-29 23:36:27,213 - mmaction - INFO - Epoch [39][2840/3757] lr: 1.000e-02, eta: 1 day, 8:21:44, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.1112, loss: 2.1112, grad_norm: 3.7644 2021-01-29 23:36:34,308 - mmaction - INFO - Epoch [39][2860/3757] lr: 1.000e-02, eta: 1 day, 8:21:29, time: 0.355, data_time: 0.002, memory: 3385, top1_acc: 0.5320, top5_acc: 0.7562, loss_cls: 2.0605, loss: 2.0605, grad_norm: 3.9773 2021-01-29 23:36:39,800 - mmaction - INFO - Epoch [39][2880/3757] lr: 1.000e-02, eta: 1 day, 8:21:12, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7602, loss_cls: 2.1065, loss: 2.1065, grad_norm: 3.8481 2021-01-29 23:36:45,761 - mmaction - INFO - Epoch [39][2900/3757] lr: 1.000e-02, eta: 1 day, 8:20:55, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7344, loss_cls: 2.1069, loss: 2.1069, grad_norm: 3.7478 2021-01-29 23:36:52,625 - mmaction - INFO - Epoch [39][2920/3757] lr: 1.000e-02, eta: 1 day, 8:20:40, time: 0.343, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7539, loss_cls: 2.0742, loss: 2.0742, grad_norm: 3.7441 2021-01-29 23:36:58,229 - mmaction - INFO - Epoch [39][2940/3757] lr: 1.000e-02, eta: 1 day, 8:20:22, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.4867, top5_acc: 0.7250, loss_cls: 2.1991, loss: 2.1991, grad_norm: 3.8868 2021-01-29 23:37:04,594 - mmaction - INFO - Epoch [39][2960/3757] lr: 1.000e-02, eta: 1 day, 8:20:06, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.1497, loss: 2.1497, grad_norm: 3.7466 2021-01-29 23:37:10,097 - mmaction - INFO - Epoch [39][2980/3757] lr: 1.000e-02, eta: 1 day, 8:19:49, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5250, top5_acc: 0.7617, loss_cls: 2.0047, loss: 2.0047, grad_norm: 3.7248 2021-01-29 23:37:16,027 - mmaction - INFO - Epoch [39][3000/3757] lr: 1.000e-02, eta: 1 day, 8:19:32, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1036, loss: 2.1036, grad_norm: 3.7700 2021-01-29 23:37:22,114 - mmaction - INFO - Epoch [39][3020/3757] lr: 1.000e-02, eta: 1 day, 8:19:16, time: 0.304, data_time: 0.004, memory: 3385, top1_acc: 0.5250, top5_acc: 0.7664, loss_cls: 2.0567, loss: 2.0567, grad_norm: 3.7398 2021-01-29 23:37:27,882 - mmaction - INFO - Epoch [39][3040/3757] lr: 1.000e-02, eta: 1 day, 8:18:59, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.1073, loss: 2.1073, grad_norm: 3.7948 2021-01-29 23:37:33,709 - mmaction - INFO - Epoch [39][3060/3757] lr: 1.000e-02, eta: 1 day, 8:18:42, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0292, loss: 2.0292, grad_norm: 3.9307 2021-01-29 23:37:39,227 - mmaction - INFO - Epoch [39][3080/3757] lr: 1.000e-02, eta: 1 day, 8:18:24, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7539, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.7032 2021-01-29 23:37:45,518 - mmaction - INFO - Epoch [39][3100/3757] lr: 1.000e-02, eta: 1 day, 8:18:08, time: 0.315, data_time: 0.003, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.0787, loss: 2.0787, grad_norm: 3.7489 2021-01-29 23:37:51,070 - mmaction - INFO - Epoch [39][3120/3757] lr: 1.000e-02, eta: 1 day, 8:17:51, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.4766, top5_acc: 0.7258, loss_cls: 2.2356, loss: 2.2356, grad_norm: 3.7806 2021-01-29 23:37:57,643 - mmaction - INFO - Epoch [39][3140/3757] lr: 1.000e-02, eta: 1 day, 8:17:35, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1490, loss: 2.1490, grad_norm: 3.7574 2021-01-29 23:38:03,771 - mmaction - INFO - Epoch [39][3160/3757] lr: 1.000e-02, eta: 1 day, 8:17:19, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7633, loss_cls: 2.0891, loss: 2.0891, grad_norm: 3.8345 2021-01-29 23:38:09,570 - mmaction - INFO - Epoch [39][3180/3757] lr: 1.000e-02, eta: 1 day, 8:17:02, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.2079, loss: 2.2079, grad_norm: 3.7316 2021-01-29 23:38:15,506 - mmaction - INFO - Epoch [39][3200/3757] lr: 1.000e-02, eta: 1 day, 8:16:45, time: 0.297, data_time: 0.000, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7578, loss_cls: 2.0364, loss: 2.0364, grad_norm: 3.6750 2021-01-29 23:38:21,206 - mmaction - INFO - Epoch [39][3220/3757] lr: 1.000e-02, eta: 1 day, 8:16:28, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7555, loss_cls: 2.0966, loss: 2.0966, grad_norm: 3.7520 2021-01-29 23:38:27,388 - mmaction - INFO - Epoch [39][3240/3757] lr: 1.000e-02, eta: 1 day, 8:16:12, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7609, loss_cls: 2.0998, loss: 2.0998, grad_norm: 3.7854 2021-01-29 23:38:33,390 - mmaction - INFO - Epoch [39][3260/3757] lr: 1.000e-02, eta: 1 day, 8:15:55, time: 0.300, data_time: 0.004, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1708, loss: 2.1708, grad_norm: 3.8021 2021-01-29 23:38:39,194 - mmaction - INFO - Epoch [39][3280/3757] lr: 1.000e-02, eta: 1 day, 8:15:38, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.1436, loss: 2.1436, grad_norm: 3.7435 2021-01-29 23:38:45,644 - mmaction - INFO - Epoch [39][3300/3757] lr: 1.000e-02, eta: 1 day, 8:15:22, time: 0.322, data_time: 0.004, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7414, loss_cls: 2.1526, loss: 2.1526, grad_norm: 3.7881 2021-01-29 23:38:51,262 - mmaction - INFO - Epoch [39][3320/3757] lr: 1.000e-02, eta: 1 day, 8:15:05, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0529, loss: 2.0529, grad_norm: 3.6995 2021-01-29 23:38:56,997 - mmaction - INFO - Epoch [39][3340/3757] lr: 1.000e-02, eta: 1 day, 8:14:48, time: 0.287, data_time: 0.004, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7328, loss_cls: 2.2026, loss: 2.2026, grad_norm: 3.8339 2021-01-29 23:39:02,606 - mmaction - INFO - Epoch [39][3360/3757] lr: 1.000e-02, eta: 1 day, 8:14:31, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.1835, loss: 2.1835, grad_norm: 3.7813 2021-01-29 23:39:09,142 - mmaction - INFO - Epoch [39][3380/3757] lr: 1.000e-02, eta: 1 day, 8:14:15, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.0575, loss: 2.0575, grad_norm: 3.6245 2021-01-29 23:39:15,832 - mmaction - INFO - Epoch [39][3400/3757] lr: 1.000e-02, eta: 1 day, 8:14:00, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.2077, loss: 2.2077, grad_norm: 3.8541 2021-01-29 23:39:21,509 - mmaction - INFO - Epoch [39][3420/3757] lr: 1.000e-02, eta: 1 day, 8:13:43, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1213, loss: 2.1213, grad_norm: 3.8069 2021-01-29 23:39:27,862 - mmaction - INFO - Epoch [39][3440/3757] lr: 1.000e-02, eta: 1 day, 8:13:27, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.0955, loss: 2.0955, grad_norm: 3.6561 2021-01-29 23:39:33,271 - mmaction - INFO - Epoch [39][3460/3757] lr: 1.000e-02, eta: 1 day, 8:13:09, time: 0.271, data_time: 0.003, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.8168 2021-01-29 23:39:38,927 - mmaction - INFO - Epoch [39][3480/3757] lr: 1.000e-02, eta: 1 day, 8:12:52, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7742, loss_cls: 1.9725, loss: 1.9725, grad_norm: 3.7994 2021-01-29 23:39:44,981 - mmaction - INFO - Epoch [39][3500/3757] lr: 1.000e-02, eta: 1 day, 8:12:36, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1227, loss: 2.1227, grad_norm: 3.6936 2021-01-29 23:39:50,056 - mmaction - INFO - Epoch [39][3520/3757] lr: 1.000e-02, eta: 1 day, 8:12:18, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1788, loss: 2.1788, grad_norm: 3.7823 2021-01-29 23:39:55,741 - mmaction - INFO - Epoch [39][3540/3757] lr: 1.000e-02, eta: 1 day, 8:12:01, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7320, loss_cls: 2.1385, loss: 2.1385, grad_norm: 3.8286 2021-01-29 23:40:01,934 - mmaction - INFO - Epoch [39][3560/3757] lr: 1.000e-02, eta: 1 day, 8:11:44, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.2109, loss: 2.2109, grad_norm: 3.7973 2021-01-29 23:40:07,768 - mmaction - INFO - Epoch [39][3580/3757] lr: 1.000e-02, eta: 1 day, 8:11:28, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.1692, loss: 2.1692, grad_norm: 3.7676 2021-01-29 23:40:13,543 - mmaction - INFO - Epoch [39][3600/3757] lr: 1.000e-02, eta: 1 day, 8:11:11, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1348, loss: 2.1348, grad_norm: 3.8506 2021-01-29 23:40:19,567 - mmaction - INFO - Epoch [39][3620/3757] lr: 1.000e-02, eta: 1 day, 8:10:54, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7422, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.6592 2021-01-29 23:40:25,510 - mmaction - INFO - Epoch [39][3640/3757] lr: 1.000e-02, eta: 1 day, 8:10:38, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7539, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.9423 2021-01-29 23:40:32,394 - mmaction - INFO - Epoch [39][3660/3757] lr: 1.000e-02, eta: 1 day, 8:10:22, time: 0.344, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.1010, loss: 2.1010, grad_norm: 4.0750 2021-01-29 23:40:38,414 - mmaction - INFO - Epoch [39][3680/3757] lr: 1.000e-02, eta: 1 day, 8:10:06, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7641, loss_cls: 2.1076, loss: 2.1076, grad_norm: 3.7405 2021-01-29 23:40:44,262 - mmaction - INFO - Epoch [39][3700/3757] lr: 1.000e-02, eta: 1 day, 8:09:49, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.5336, top5_acc: 0.7594, loss_cls: 2.0590, loss: 2.0590, grad_norm: 3.7944 2021-01-29 23:40:49,850 - mmaction - INFO - Epoch [39][3720/3757] lr: 1.000e-02, eta: 1 day, 8:09:32, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1841, loss: 2.1841, grad_norm: 3.6670 2021-01-29 23:40:56,140 - mmaction - INFO - Epoch [39][3740/3757] lr: 1.000e-02, eta: 1 day, 8:09:16, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7461, loss_cls: 2.0964, loss: 2.0964, grad_norm: 3.6498 2021-01-29 23:41:16,019 - mmaction - INFO - Saving checkpoint at 39 epochs 2021-01-29 23:53:00,255 - mmaction - INFO - Epoch [40][20/3757] lr: 1.000e-02, eta: 1 day, 8:26:48, time: 35.181, data_time: 34.814, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1051, loss: 2.1051, grad_norm: 3.6810 2021-01-29 23:53:04,582 - mmaction - INFO - Epoch [40][40/3757] lr: 1.000e-02, eta: 1 day, 8:26:29, time: 0.226, data_time: 0.013, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7617, loss_cls: 2.0221, loss: 2.0221, grad_norm: 3.8544 2021-01-29 23:53:08,716 - mmaction - INFO - Epoch [40][60/3757] lr: 1.000e-02, eta: 1 day, 8:26:10, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5320, top5_acc: 0.7453, loss_cls: 2.0354, loss: 2.0354, grad_norm: 3.7261 2021-01-29 23:53:12,830 - mmaction - INFO - Epoch [40][80/3757] lr: 1.000e-02, eta: 1 day, 8:25:50, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1101, loss: 2.1101, grad_norm: 3.7948 2021-01-29 23:53:17,019 - mmaction - INFO - Epoch [40][100/3757] lr: 1.000e-02, eta: 1 day, 8:25:30, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7500, loss_cls: 2.1301, loss: 2.1301, grad_norm: 3.8992 2021-01-29 23:53:21,256 - mmaction - INFO - Epoch [40][120/3757] lr: 1.000e-02, eta: 1 day, 8:25:11, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.0786, loss: 2.0786, grad_norm: 3.7351 2021-01-29 23:53:25,403 - mmaction - INFO - Epoch [40][140/3757] lr: 1.000e-02, eta: 1 day, 8:24:51, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.0864, loss: 2.0864, grad_norm: 3.7815 2021-01-29 23:53:29,654 - mmaction - INFO - Epoch [40][160/3757] lr: 1.000e-02, eta: 1 day, 8:24:32, time: 0.212, data_time: 0.003, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.0582, loss: 2.0582, grad_norm: 3.8475 2021-01-29 23:53:33,772 - mmaction - INFO - Epoch [40][180/3757] lr: 1.000e-02, eta: 1 day, 8:24:12, time: 0.206, data_time: 0.002, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7633, loss_cls: 1.9844, loss: 1.9844, grad_norm: 3.8707 2021-01-29 23:53:37,918 - mmaction - INFO - Epoch [40][200/3757] lr: 1.000e-02, eta: 1 day, 8:23:53, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.1838, loss: 2.1838, grad_norm: 4.0026 2021-01-29 23:53:42,194 - mmaction - INFO - Epoch [40][220/3757] lr: 1.000e-02, eta: 1 day, 8:23:33, time: 0.214, data_time: 0.004, memory: 3385, top1_acc: 0.4883, top5_acc: 0.7516, loss_cls: 2.1282, loss: 2.1282, grad_norm: 3.7726 2021-01-29 23:53:46,337 - mmaction - INFO - Epoch [40][240/3757] lr: 1.000e-02, eta: 1 day, 8:23:14, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5328, top5_acc: 0.7922, loss_cls: 1.9147, loss: 1.9147, grad_norm: 3.7238 2021-01-29 23:53:50,666 - mmaction - INFO - Epoch [40][260/3757] lr: 1.000e-02, eta: 1 day, 8:22:54, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.5266, top5_acc: 0.7469, loss_cls: 2.0737, loss: 2.0737, grad_norm: 3.8955 2021-01-29 23:53:54,834 - mmaction - INFO - Epoch [40][280/3757] lr: 1.000e-02, eta: 1 day, 8:22:35, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5430, top5_acc: 0.7641, loss_cls: 2.0049, loss: 2.0049, grad_norm: 3.6821 2021-01-29 23:53:59,087 - mmaction - INFO - Epoch [40][300/3757] lr: 1.000e-02, eta: 1 day, 8:22:15, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0928, loss: 2.0928, grad_norm: 3.7825 2021-01-29 23:54:03,429 - mmaction - INFO - Epoch [40][320/3757] lr: 1.000e-02, eta: 1 day, 8:21:56, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.0486, loss: 2.0486, grad_norm: 3.7220 2021-01-29 23:54:07,707 - mmaction - INFO - Epoch [40][340/3757] lr: 1.000e-02, eta: 1 day, 8:21:37, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.0663, loss: 2.0663, grad_norm: 3.7576 2021-01-29 23:54:12,011 - mmaction - INFO - Epoch [40][360/3757] lr: 1.000e-02, eta: 1 day, 8:21:17, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5477, top5_acc: 0.7586, loss_cls: 1.9562, loss: 1.9562, grad_norm: 3.7994 2021-01-29 23:54:16,118 - mmaction - INFO - Epoch [40][380/3757] lr: 1.000e-02, eta: 1 day, 8:20:58, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7641, loss_cls: 2.0487, loss: 2.0487, grad_norm: 3.9097 2021-01-29 23:54:20,574 - mmaction - INFO - Epoch [40][400/3757] lr: 1.000e-02, eta: 1 day, 8:20:38, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7719, loss_cls: 2.0462, loss: 2.0462, grad_norm: 3.8436 2021-01-29 23:54:25,010 - mmaction - INFO - Epoch [40][420/3757] lr: 1.000e-02, eta: 1 day, 8:20:19, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7305, loss_cls: 2.2059, loss: 2.2059, grad_norm: 3.9946 2021-01-29 23:54:29,374 - mmaction - INFO - Epoch [40][440/3757] lr: 1.000e-02, eta: 1 day, 8:20:00, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.0542, loss: 2.0542, grad_norm: 3.7499 2021-01-29 23:54:33,759 - mmaction - INFO - Epoch [40][460/3757] lr: 1.000e-02, eta: 1 day, 8:19:41, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7508, loss_cls: 2.1066, loss: 2.1066, grad_norm: 3.7781 2021-01-29 23:54:38,074 - mmaction - INFO - Epoch [40][480/3757] lr: 1.000e-02, eta: 1 day, 8:19:22, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1698, loss: 2.1698, grad_norm: 3.8351 2021-01-29 23:54:43,539 - mmaction - INFO - Epoch [40][500/3757] lr: 1.000e-02, eta: 1 day, 8:19:04, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7367, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.9994 2021-01-29 23:54:47,980 - mmaction - INFO - Epoch [40][520/3757] lr: 1.000e-02, eta: 1 day, 8:18:45, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1424, loss: 2.1424, grad_norm: 3.8249 2021-01-29 23:54:53,142 - mmaction - INFO - Epoch [40][540/3757] lr: 1.000e-02, eta: 1 day, 8:18:27, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9365, loss: 1.9365, grad_norm: 3.8113 2021-01-29 23:54:57,533 - mmaction - INFO - Epoch [40][560/3757] lr: 1.000e-02, eta: 1 day, 8:18:08, time: 0.220, data_time: 0.003, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7562, loss_cls: 2.0578, loss: 2.0578, grad_norm: 3.7328 2021-01-29 23:55:02,807 - mmaction - INFO - Epoch [40][580/3757] lr: 1.000e-02, eta: 1 day, 8:17:50, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5312, top5_acc: 0.7773, loss_cls: 1.9382, loss: 1.9382, grad_norm: 3.8946 2021-01-29 23:55:07,987 - mmaction - INFO - Epoch [40][600/3757] lr: 1.000e-02, eta: 1 day, 8:17:32, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7453, loss_cls: 2.1092, loss: 2.1092, grad_norm: 3.7809 2021-01-29 23:55:12,865 - mmaction - INFO - Epoch [40][620/3757] lr: 1.000e-02, eta: 1 day, 8:17:14, time: 0.244, data_time: 0.002, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2802, loss: 2.2802, grad_norm: 3.8855 2021-01-29 23:55:17,415 - mmaction - INFO - Epoch [40][640/3757] lr: 1.000e-02, eta: 1 day, 8:16:55, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7531, loss_cls: 2.1005, loss: 2.1005, grad_norm: 3.7290 2021-01-29 23:55:22,433 - mmaction - INFO - Epoch [40][660/3757] lr: 1.000e-02, eta: 1 day, 8:16:37, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7273, loss_cls: 2.0884, loss: 2.0884, grad_norm: 3.8491 2021-01-29 23:55:27,327 - mmaction - INFO - Epoch [40][680/3757] lr: 1.000e-02, eta: 1 day, 8:16:18, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7461, loss_cls: 2.0878, loss: 2.0878, grad_norm: 3.8823 2021-01-29 23:55:32,745 - mmaction - INFO - Epoch [40][700/3757] lr: 1.000e-02, eta: 1 day, 8:16:01, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7461, loss_cls: 2.1205, loss: 2.1205, grad_norm: 5.1193 2021-01-29 23:55:37,290 - mmaction - INFO - Epoch [40][720/3757] lr: 1.000e-02, eta: 1 day, 8:15:42, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.0922, loss: 2.0922, grad_norm: 3.9152 2021-01-29 23:55:42,174 - mmaction - INFO - Epoch [40][740/3757] lr: 1.000e-02, eta: 1 day, 8:15:24, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7258, loss_cls: 2.1782, loss: 2.1782, grad_norm: 4.5433 2021-01-29 23:55:47,491 - mmaction - INFO - Epoch [40][760/3757] lr: 1.000e-02, eta: 1 day, 8:15:06, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0659, loss: 2.0659, grad_norm: 3.8317 2021-01-29 23:55:52,788 - mmaction - INFO - Epoch [40][780/3757] lr: 1.000e-02, eta: 1 day, 8:14:48, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1888, loss: 2.1888, grad_norm: 3.7795 2021-01-29 23:55:58,265 - mmaction - INFO - Epoch [40][800/3757] lr: 1.000e-02, eta: 1 day, 8:14:31, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7609, loss_cls: 2.1229, loss: 2.1229, grad_norm: 3.8729 2021-01-29 23:56:03,346 - mmaction - INFO - Epoch [40][820/3757] lr: 1.000e-02, eta: 1 day, 8:14:13, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.0528, loss: 2.0528, grad_norm: 3.7113 2021-01-29 23:56:08,567 - mmaction - INFO - Epoch [40][840/3757] lr: 1.000e-02, eta: 1 day, 8:13:55, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1140, loss: 2.1140, grad_norm: 3.7860 2021-01-29 23:56:13,796 - mmaction - INFO - Epoch [40][860/3757] lr: 1.000e-02, eta: 1 day, 8:13:37, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7617, loss_cls: 2.0832, loss: 2.0832, grad_norm: 3.8940 2021-01-29 23:56:18,952 - mmaction - INFO - Epoch [40][880/3757] lr: 1.000e-02, eta: 1 day, 8:13:19, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7586, loss_cls: 2.0791, loss: 2.0791, grad_norm: 3.7757 2021-01-29 23:56:25,312 - mmaction - INFO - Epoch [40][900/3757] lr: 1.000e-02, eta: 1 day, 8:13:03, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.0925, loss: 2.0925, grad_norm: 3.7498 2021-01-29 23:56:30,436 - mmaction - INFO - Epoch [40][920/3757] lr: 1.000e-02, eta: 1 day, 8:12:45, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0661, loss: 2.0661, grad_norm: 3.8981 2021-01-29 23:56:35,976 - mmaction - INFO - Epoch [40][940/3757] lr: 1.000e-02, eta: 1 day, 8:12:28, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1156, loss: 2.1156, grad_norm: 3.7711 2021-01-29 23:56:41,487 - mmaction - INFO - Epoch [40][960/3757] lr: 1.000e-02, eta: 1 day, 8:12:10, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.1024, loss: 2.1024, grad_norm: 3.6764 2021-01-29 23:56:47,220 - mmaction - INFO - Epoch [40][980/3757] lr: 1.000e-02, eta: 1 day, 8:11:53, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5328, top5_acc: 0.7531, loss_cls: 2.0503, loss: 2.0503, grad_norm: 3.8300 2021-01-29 23:56:53,341 - mmaction - INFO - Epoch [40][1000/3757] lr: 1.000e-02, eta: 1 day, 8:11:37, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7227, loss_cls: 2.1653, loss: 2.1653, grad_norm: 3.7657 2021-01-29 23:56:59,179 - mmaction - INFO - Epoch [40][1020/3757] lr: 1.000e-02, eta: 1 day, 8:11:20, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.0583, loss: 2.0583, grad_norm: 3.7232 2021-01-29 23:57:04,800 - mmaction - INFO - Epoch [40][1040/3757] lr: 1.000e-02, eta: 1 day, 8:11:03, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.0706, loss: 2.0706, grad_norm: 3.7995 2021-01-29 23:57:10,142 - mmaction - INFO - Epoch [40][1060/3757] lr: 1.000e-02, eta: 1 day, 8:10:45, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.0925, loss: 2.0925, grad_norm: 3.8236 2021-01-29 23:57:15,768 - mmaction - INFO - Epoch [40][1080/3757] lr: 1.000e-02, eta: 1 day, 8:10:28, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0870, loss: 2.0870, grad_norm: 3.8574 2021-01-29 23:57:21,660 - mmaction - INFO - Epoch [40][1100/3757] lr: 1.000e-02, eta: 1 day, 8:10:11, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7273, loss_cls: 2.1427, loss: 2.1427, grad_norm: 3.8163 2021-01-29 23:57:27,756 - mmaction - INFO - Epoch [40][1120/3757] lr: 1.000e-02, eta: 1 day, 8:09:55, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.5141, top5_acc: 0.7547, loss_cls: 2.1210, loss: 2.1210, grad_norm: 3.8066 2021-01-29 23:57:33,352 - mmaction - INFO - Epoch [40][1140/3757] lr: 1.000e-02, eta: 1 day, 8:09:38, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.6861 2021-01-29 23:57:39,185 - mmaction - INFO - Epoch [40][1160/3757] lr: 1.000e-02, eta: 1 day, 8:09:21, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1404, loss: 2.1404, grad_norm: 3.7032 2021-01-29 23:57:44,751 - mmaction - INFO - Epoch [40][1180/3757] lr: 1.000e-02, eta: 1 day, 8:09:04, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7742, loss_cls: 1.9352, loss: 1.9352, grad_norm: 3.7134 2021-01-29 23:57:50,658 - mmaction - INFO - Epoch [40][1200/3757] lr: 1.000e-02, eta: 1 day, 8:08:47, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.7744 2021-01-29 23:57:56,692 - mmaction - INFO - Epoch [40][1220/3757] lr: 1.000e-02, eta: 1 day, 8:08:31, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.1411, loss: 2.1411, grad_norm: 3.8106 2021-01-29 23:58:01,904 - mmaction - INFO - Epoch [40][1240/3757] lr: 1.000e-02, eta: 1 day, 8:08:13, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7617, loss_cls: 2.0753, loss: 2.0753, grad_norm: 3.7003 2021-01-29 23:58:08,113 - mmaction - INFO - Epoch [40][1260/3757] lr: 1.000e-02, eta: 1 day, 8:07:57, time: 0.310, data_time: 0.005, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1780, loss: 2.1780, grad_norm: 3.7680 2021-01-29 23:58:14,254 - mmaction - INFO - Epoch [40][1280/3757] lr: 1.000e-02, eta: 1 day, 8:07:40, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1602, loss: 2.1602, grad_norm: 3.8879 2021-01-29 23:58:19,477 - mmaction - INFO - Epoch [40][1300/3757] lr: 1.000e-02, eta: 1 day, 8:07:23, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7461, loss_cls: 2.1058, loss: 2.1058, grad_norm: 3.7293 2021-01-29 23:58:25,806 - mmaction - INFO - Epoch [40][1320/3757] lr: 1.000e-02, eta: 1 day, 8:07:06, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7570, loss_cls: 2.1006, loss: 2.1006, grad_norm: 3.6482 2021-01-29 23:58:31,980 - mmaction - INFO - Epoch [40][1340/3757] lr: 1.000e-02, eta: 1 day, 8:06:50, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1357, loss: 2.1357, grad_norm: 3.7157 2021-01-29 23:58:37,914 - mmaction - INFO - Epoch [40][1360/3757] lr: 1.000e-02, eta: 1 day, 8:06:34, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.1305, loss: 2.1305, grad_norm: 3.7770 2021-01-29 23:58:43,478 - mmaction - INFO - Epoch [40][1380/3757] lr: 1.000e-02, eta: 1 day, 8:06:16, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5227, top5_acc: 0.7312, loss_cls: 2.0901, loss: 2.0901, grad_norm: 3.6908 2021-01-29 23:58:49,390 - mmaction - INFO - Epoch [40][1400/3757] lr: 1.000e-02, eta: 1 day, 8:06:00, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7617, loss_cls: 2.0206, loss: 2.0206, grad_norm: 3.6795 2021-01-29 23:58:55,003 - mmaction - INFO - Epoch [40][1420/3757] lr: 1.000e-02, eta: 1 day, 8:05:43, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7492, loss_cls: 2.1157, loss: 2.1157, grad_norm: 3.6193 2021-01-29 23:59:00,706 - mmaction - INFO - Epoch [40][1440/3757] lr: 1.000e-02, eta: 1 day, 8:05:26, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7586, loss_cls: 2.0514, loss: 2.0514, grad_norm: 3.7072 2021-01-29 23:59:06,228 - mmaction - INFO - Epoch [40][1460/3757] lr: 1.000e-02, eta: 1 day, 8:05:08, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.1771, loss: 2.1771, grad_norm: 3.8768 2021-01-29 23:59:13,170 - mmaction - INFO - Epoch [40][1480/3757] lr: 1.000e-02, eta: 1 day, 8:04:53, time: 0.347, data_time: 0.002, memory: 3385, top1_acc: 0.5320, top5_acc: 0.7617, loss_cls: 2.0628, loss: 2.0628, grad_norm: 3.6657 2021-01-29 23:59:18,878 - mmaction - INFO - Epoch [40][1500/3757] lr: 1.000e-02, eta: 1 day, 8:04:36, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.9067 2021-01-29 23:59:24,844 - mmaction - INFO - Epoch [40][1520/3757] lr: 1.000e-02, eta: 1 day, 8:04:20, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7578, loss_cls: 2.0630, loss: 2.0630, grad_norm: 3.7932 2021-01-29 23:59:30,784 - mmaction - INFO - Epoch [40][1540/3757] lr: 1.000e-02, eta: 1 day, 8:04:03, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0891, loss: 2.0891, grad_norm: 3.7514 2021-01-29 23:59:36,715 - mmaction - INFO - Epoch [40][1560/3757] lr: 1.000e-02, eta: 1 day, 8:03:46, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.0615, loss: 2.0615, grad_norm: 3.7128 2021-01-29 23:59:42,441 - mmaction - INFO - Epoch [40][1580/3757] lr: 1.000e-02, eta: 1 day, 8:03:30, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7484, loss_cls: 2.1241, loss: 2.1241, grad_norm: 3.6792 2021-01-29 23:59:48,095 - mmaction - INFO - Epoch [40][1600/3757] lr: 1.000e-02, eta: 1 day, 8:03:13, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5133, top5_acc: 0.7672, loss_cls: 2.0753, loss: 2.0753, grad_norm: 3.7417 2021-01-29 23:59:54,273 - mmaction - INFO - Epoch [40][1620/3757] lr: 1.000e-02, eta: 1 day, 8:02:56, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5328, top5_acc: 0.7539, loss_cls: 2.0325, loss: 2.0325, grad_norm: 3.7905 2021-01-30 00:00:00,812 - mmaction - INFO - Epoch [40][1640/3757] lr: 1.000e-02, eta: 1 day, 8:02:41, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1058, loss: 2.1058, grad_norm: 3.9208 2021-01-30 00:00:12,258 - mmaction - INFO - Epoch [40][1660/3757] lr: 1.000e-02, eta: 1 day, 8:02:32, time: 0.552, data_time: 0.002, memory: 3385, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.7929 2021-01-30 00:00:18,114 - mmaction - INFO - Epoch [40][1680/3757] lr: 1.000e-02, eta: 1 day, 8:02:16, time: 0.312, data_time: 0.032, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7609, loss_cls: 2.0329, loss: 2.0329, grad_norm: 3.9058 2021-01-30 00:00:23,292 - mmaction - INFO - Epoch [40][1700/3757] lr: 1.000e-02, eta: 1 day, 8:01:58, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.4625, top5_acc: 0.7227, loss_cls: 2.3114, loss: 2.3114, grad_norm: 3.7834 2021-01-30 00:00:28,762 - mmaction - INFO - Epoch [40][1720/3757] lr: 1.000e-02, eta: 1 day, 8:01:41, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7398, loss_cls: 2.1121, loss: 2.1121, grad_norm: 3.7701 2021-01-30 00:00:33,741 - mmaction - INFO - Epoch [40][1740/3757] lr: 1.000e-02, eta: 1 day, 8:01:23, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.8807 2021-01-30 00:00:39,730 - mmaction - INFO - Epoch [40][1760/3757] lr: 1.000e-02, eta: 1 day, 8:01:06, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7586, loss_cls: 2.0671, loss: 2.0671, grad_norm: 3.7225 2021-01-30 00:00:44,936 - mmaction - INFO - Epoch [40][1780/3757] lr: 1.000e-02, eta: 1 day, 8:00:48, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.0669, loss: 2.0669, grad_norm: 3.9361 2021-01-30 00:00:51,499 - mmaction - INFO - Epoch [40][1800/3757] lr: 1.000e-02, eta: 1 day, 8:00:33, time: 0.328, data_time: 0.005, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7484, loss_cls: 2.0710, loss: 2.0710, grad_norm: 3.8254 2021-01-30 00:00:57,118 - mmaction - INFO - Epoch [40][1820/3757] lr: 1.000e-02, eta: 1 day, 8:00:16, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.0707, loss: 2.0707, grad_norm: 3.7973 2021-01-30 00:01:03,070 - mmaction - INFO - Epoch [40][1840/3757] lr: 1.000e-02, eta: 1 day, 7:59:59, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.0875, loss: 2.0875, grad_norm: 3.8855 2021-01-30 00:01:08,933 - mmaction - INFO - Epoch [40][1860/3757] lr: 1.000e-02, eta: 1 day, 7:59:42, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7461, loss_cls: 2.0450, loss: 2.0450, grad_norm: 3.6411 2021-01-30 00:01:14,382 - mmaction - INFO - Epoch [40][1880/3757] lr: 1.000e-02, eta: 1 day, 7:59:25, time: 0.275, data_time: 0.006, memory: 3385, top1_acc: 0.4750, top5_acc: 0.7109, loss_cls: 2.2778, loss: 2.2778, grad_norm: 3.7832 2021-01-30 00:01:20,476 - mmaction - INFO - Epoch [40][1900/3757] lr: 1.000e-02, eta: 1 day, 7:59:09, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.1101, loss: 2.1101, grad_norm: 3.8314 2021-01-30 00:01:26,607 - mmaction - INFO - Epoch [40][1920/3757] lr: 1.000e-02, eta: 1 day, 7:58:53, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7602, loss_cls: 2.0371, loss: 2.0371, grad_norm: 3.7310 2021-01-30 00:01:32,681 - mmaction - INFO - Epoch [40][1940/3757] lr: 1.000e-02, eta: 1 day, 7:58:36, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1354, loss: 2.1354, grad_norm: 4.3874 2021-01-30 00:01:39,191 - mmaction - INFO - Epoch [40][1960/3757] lr: 1.000e-02, eta: 1 day, 7:58:21, time: 0.326, data_time: 0.004, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7578, loss_cls: 2.0919, loss: 2.0919, grad_norm: 3.8702 2021-01-30 00:01:44,948 - mmaction - INFO - Epoch [40][1980/3757] lr: 1.000e-02, eta: 1 day, 7:58:04, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1424, loss: 2.1424, grad_norm: 3.7853 2021-01-30 00:01:51,060 - mmaction - INFO - Epoch [40][2000/3757] lr: 1.000e-02, eta: 1 day, 7:57:48, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.4453, top5_acc: 0.7078, loss_cls: 2.3447, loss: 2.3447, grad_norm: 3.8882 2021-01-30 00:01:56,776 - mmaction - INFO - Epoch [40][2020/3757] lr: 1.000e-02, eta: 1 day, 7:57:31, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7398, loss_cls: 2.1740, loss: 2.1740, grad_norm: 3.7153 2021-01-30 00:02:02,606 - mmaction - INFO - Epoch [40][2040/3757] lr: 1.000e-02, eta: 1 day, 7:57:14, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.6614 2021-01-30 00:02:09,260 - mmaction - INFO - Epoch [40][2060/3757] lr: 1.000e-02, eta: 1 day, 7:56:59, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7383, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.7169 2021-01-30 00:02:14,932 - mmaction - INFO - Epoch [40][2080/3757] lr: 1.000e-02, eta: 1 day, 7:56:42, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7875, loss_cls: 1.9421, loss: 1.9421, grad_norm: 3.6796 2021-01-30 00:02:20,903 - mmaction - INFO - Epoch [40][2100/3757] lr: 1.000e-02, eta: 1 day, 7:56:25, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1111, loss: 2.1111, grad_norm: 3.8008 2021-01-30 00:02:26,855 - mmaction - INFO - Epoch [40][2120/3757] lr: 1.000e-02, eta: 1 day, 7:56:09, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.5437, top5_acc: 0.7570, loss_cls: 2.0385, loss: 2.0385, grad_norm: 3.7104 2021-01-30 00:02:32,751 - mmaction - INFO - Epoch [40][2140/3757] lr: 1.000e-02, eta: 1 day, 7:55:52, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.4789, top5_acc: 0.7523, loss_cls: 2.1425, loss: 2.1425, grad_norm: 3.8368 2021-01-30 00:02:38,609 - mmaction - INFO - Epoch [40][2160/3757] lr: 1.000e-02, eta: 1 day, 7:55:35, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7523, loss_cls: 2.0800, loss: 2.0800, grad_norm: 3.7416 2021-01-30 00:02:45,272 - mmaction - INFO - Epoch [40][2180/3757] lr: 1.000e-02, eta: 1 day, 7:55:20, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.0710, loss: 2.0710, grad_norm: 3.7579 2021-01-30 00:02:51,525 - mmaction - INFO - Epoch [40][2200/3757] lr: 1.000e-02, eta: 1 day, 7:55:04, time: 0.313, data_time: 0.004, memory: 3385, top1_acc: 0.4727, top5_acc: 0.7367, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.7868 2021-01-30 00:02:57,496 - mmaction - INFO - Epoch [40][2220/3757] lr: 1.000e-02, eta: 1 day, 7:54:47, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7422, loss_cls: 2.1290, loss: 2.1290, grad_norm: 3.6477 2021-01-30 00:03:03,321 - mmaction - INFO - Epoch [40][2240/3757] lr: 1.000e-02, eta: 1 day, 7:54:31, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.4859, top5_acc: 0.7430, loss_cls: 2.2114, loss: 2.2114, grad_norm: 3.7488 2021-01-30 00:03:09,047 - mmaction - INFO - Epoch [40][2260/3757] lr: 1.000e-02, eta: 1 day, 7:54:14, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7609, loss_cls: 2.0662, loss: 2.0662, grad_norm: 3.6959 2021-01-30 00:03:15,075 - mmaction - INFO - Epoch [40][2280/3757] lr: 1.000e-02, eta: 1 day, 7:53:58, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5016, top5_acc: 0.7344, loss_cls: 2.1235, loss: 2.1235, grad_norm: 3.7395 2021-01-30 00:03:21,620 - mmaction - INFO - Epoch [40][2300/3757] lr: 1.000e-02, eta: 1 day, 7:53:42, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0167, loss: 2.0167, grad_norm: 3.7155 2021-01-30 00:03:27,907 - mmaction - INFO - Epoch [40][2320/3757] lr: 1.000e-02, eta: 1 day, 7:53:26, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.0812, loss: 2.0812, grad_norm: 3.7320 2021-01-30 00:03:34,092 - mmaction - INFO - Epoch [40][2340/3757] lr: 1.000e-02, eta: 1 day, 7:53:10, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7523, loss_cls: 2.1209, loss: 2.1209, grad_norm: 3.7291 2021-01-30 00:03:39,990 - mmaction - INFO - Epoch [40][2360/3757] lr: 1.000e-02, eta: 1 day, 7:52:53, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1676, loss: 2.1676, grad_norm: 3.7663 2021-01-30 00:03:46,127 - mmaction - INFO - Epoch [40][2380/3757] lr: 1.000e-02, eta: 1 day, 7:52:37, time: 0.307, data_time: 0.003, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.0875, loss: 2.0875, grad_norm: 3.7292 2021-01-30 00:03:51,781 - mmaction - INFO - Epoch [40][2400/3757] lr: 1.000e-02, eta: 1 day, 7:52:20, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.1387, loss: 2.1387, grad_norm: 3.6329 2021-01-30 00:03:57,264 - mmaction - INFO - Epoch [40][2420/3757] lr: 1.000e-02, eta: 1 day, 7:52:03, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0860, loss: 2.0860, grad_norm: 3.7893 2021-01-30 00:04:03,612 - mmaction - INFO - Epoch [40][2440/3757] lr: 1.000e-02, eta: 1 day, 7:51:47, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5023, top5_acc: 0.7430, loss_cls: 2.1385, loss: 2.1385, grad_norm: 3.7208 2021-01-30 00:04:09,589 - mmaction - INFO - Epoch [40][2460/3757] lr: 1.000e-02, eta: 1 day, 7:51:31, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1590, loss: 2.1590, grad_norm: 3.7094 2021-01-30 00:04:15,269 - mmaction - INFO - Epoch [40][2480/3757] lr: 1.000e-02, eta: 1 day, 7:51:14, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0475, loss: 2.0475, grad_norm: 3.6105 2021-01-30 00:04:21,624 - mmaction - INFO - Epoch [40][2500/3757] lr: 1.000e-02, eta: 1 day, 7:50:58, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.4969, top5_acc: 0.7492, loss_cls: 2.0926, loss: 2.0926, grad_norm: 3.7796 2021-01-30 00:04:27,744 - mmaction - INFO - Epoch [40][2520/3757] lr: 1.000e-02, eta: 1 day, 7:50:42, time: 0.306, data_time: 0.004, memory: 3385, top1_acc: 0.4930, top5_acc: 0.7422, loss_cls: 2.1669, loss: 2.1669, grad_norm: 3.7413 2021-01-30 00:04:33,460 - mmaction - INFO - Epoch [40][2540/3757] lr: 1.000e-02, eta: 1 day, 7:50:25, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.1009, loss: 2.1009, grad_norm: 3.6980 2021-01-30 00:04:39,514 - mmaction - INFO - Epoch [40][2560/3757] lr: 1.000e-02, eta: 1 day, 7:50:09, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.6440 2021-01-30 00:04:45,310 - mmaction - INFO - Epoch [40][2580/3757] lr: 1.000e-02, eta: 1 day, 7:49:52, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5375, top5_acc: 0.7609, loss_cls: 2.0042, loss: 2.0042, grad_norm: 3.7021 2021-01-30 00:04:51,152 - mmaction - INFO - Epoch [40][2600/3757] lr: 1.000e-02, eta: 1 day, 7:49:36, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.1215, loss: 2.1215, grad_norm: 3.7090 2021-01-30 00:04:57,024 - mmaction - INFO - Epoch [40][2620/3757] lr: 1.000e-02, eta: 1 day, 7:49:19, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.1052, loss: 2.1052, grad_norm: 3.6298 2021-01-30 00:05:03,318 - mmaction - INFO - Epoch [40][2640/3757] lr: 1.000e-02, eta: 1 day, 7:49:03, time: 0.315, data_time: 0.003, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.0908, loss: 2.0908, grad_norm: 3.7003 2021-01-30 00:05:09,190 - mmaction - INFO - Epoch [40][2660/3757] lr: 1.000e-02, eta: 1 day, 7:48:46, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7461, loss_cls: 2.1147, loss: 2.1147, grad_norm: 3.6604 2021-01-30 00:05:15,079 - mmaction - INFO - Epoch [40][2680/3757] lr: 1.000e-02, eta: 1 day, 7:48:30, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7617, loss_cls: 2.0440, loss: 2.0440, grad_norm: 3.6759 2021-01-30 00:05:21,268 - mmaction - INFO - Epoch [40][2700/3757] lr: 1.000e-02, eta: 1 day, 7:48:14, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7500, loss_cls: 2.1476, loss: 2.1476, grad_norm: 3.9057 2021-01-30 00:05:27,659 - mmaction - INFO - Epoch [40][2720/3757] lr: 1.000e-02, eta: 1 day, 7:47:58, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0754, loss: 2.0754, grad_norm: 3.7341 2021-01-30 00:05:33,829 - mmaction - INFO - Epoch [40][2740/3757] lr: 1.000e-02, eta: 1 day, 7:47:42, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.0560, loss: 2.0560, grad_norm: 3.9159 2021-01-30 00:05:40,141 - mmaction - INFO - Epoch [40][2760/3757] lr: 1.000e-02, eta: 1 day, 7:47:26, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.1730, loss: 2.1730, grad_norm: 3.7355 2021-01-30 00:05:46,071 - mmaction - INFO - Epoch [40][2780/3757] lr: 1.000e-02, eta: 1 day, 7:47:10, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.1754, loss: 2.1754, grad_norm: 3.8571 2021-01-30 00:05:52,601 - mmaction - INFO - Epoch [40][2800/3757] lr: 1.000e-02, eta: 1 day, 7:46:54, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1166, loss: 2.1166, grad_norm: 3.8222 2021-01-30 00:05:58,970 - mmaction - INFO - Epoch [40][2820/3757] lr: 1.000e-02, eta: 1 day, 7:46:38, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5273, top5_acc: 0.7578, loss_cls: 1.9936, loss: 1.9936, grad_norm: 3.7020 2021-01-30 00:06:04,719 - mmaction - INFO - Epoch [40][2840/3757] lr: 1.000e-02, eta: 1 day, 7:46:22, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.0310, loss: 2.0310, grad_norm: 3.6957 2021-01-30 00:06:10,867 - mmaction - INFO - Epoch [40][2860/3757] lr: 1.000e-02, eta: 1 day, 7:46:06, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1122, loss: 2.1122, grad_norm: 3.7334 2021-01-30 00:06:16,732 - mmaction - INFO - Epoch [40][2880/3757] lr: 1.000e-02, eta: 1 day, 7:45:49, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7570, loss_cls: 2.1556, loss: 2.1556, grad_norm: 3.8929 2021-01-30 00:06:23,240 - mmaction - INFO - Epoch [40][2900/3757] lr: 1.000e-02, eta: 1 day, 7:45:33, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.1207, loss: 2.1207, grad_norm: 3.6713 2021-01-30 00:06:28,937 - mmaction - INFO - Epoch [40][2920/3757] lr: 1.000e-02, eta: 1 day, 7:45:17, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.0822, loss: 2.0822, grad_norm: 3.7092 2021-01-30 00:06:35,613 - mmaction - INFO - Epoch [40][2940/3757] lr: 1.000e-02, eta: 1 day, 7:45:01, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.4922, top5_acc: 0.7484, loss_cls: 2.1333, loss: 2.1333, grad_norm: 3.9196 2021-01-30 00:06:41,667 - mmaction - INFO - Epoch [40][2960/3757] lr: 1.000e-02, eta: 1 day, 7:44:45, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7594, loss_cls: 2.0459, loss: 2.0459, grad_norm: 3.6177 2021-01-30 00:06:47,958 - mmaction - INFO - Epoch [40][2980/3757] lr: 1.000e-02, eta: 1 day, 7:44:29, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1758, loss: 2.1758, grad_norm: 3.8013 2021-01-30 00:06:54,561 - mmaction - INFO - Epoch [40][3000/3757] lr: 1.000e-02, eta: 1 day, 7:44:14, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1201, loss: 2.1201, grad_norm: 3.6145 2021-01-30 00:07:00,504 - mmaction - INFO - Epoch [40][3020/3757] lr: 1.000e-02, eta: 1 day, 7:43:58, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.1032, loss: 2.1032, grad_norm: 3.7910 2021-01-30 00:07:06,530 - mmaction - INFO - Epoch [40][3040/3757] lr: 1.000e-02, eta: 1 day, 7:43:41, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7227, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.7893 2021-01-30 00:07:12,897 - mmaction - INFO - Epoch [40][3060/3757] lr: 1.000e-02, eta: 1 day, 7:43:26, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.4961, top5_acc: 0.7430, loss_cls: 2.1541, loss: 2.1541, grad_norm: 3.8756 2021-01-30 00:07:19,246 - mmaction - INFO - Epoch [40][3080/3757] lr: 1.000e-02, eta: 1 day, 7:43:10, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5352, top5_acc: 0.7531, loss_cls: 2.0463, loss: 2.0463, grad_norm: 3.7581 2021-01-30 00:07:25,230 - mmaction - INFO - Epoch [40][3100/3757] lr: 1.000e-02, eta: 1 day, 7:42:53, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.1569, loss: 2.1569, grad_norm: 3.7190 2021-01-30 00:07:31,760 - mmaction - INFO - Epoch [40][3120/3757] lr: 1.000e-02, eta: 1 day, 7:42:38, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.7812 2021-01-30 00:07:37,673 - mmaction - INFO - Epoch [40][3140/3757] lr: 1.000e-02, eta: 1 day, 7:42:21, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7445, loss_cls: 2.1181, loss: 2.1181, grad_norm: 3.9052 2021-01-30 00:07:43,740 - mmaction - INFO - Epoch [40][3160/3757] lr: 1.000e-02, eta: 1 day, 7:42:05, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7461, loss_cls: 2.0946, loss: 2.0946, grad_norm: 3.6941 2021-01-30 00:07:50,679 - mmaction - INFO - Epoch [40][3180/3757] lr: 1.000e-02, eta: 1 day, 7:41:50, time: 0.347, data_time: 0.002, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.8145 2021-01-30 00:07:57,404 - mmaction - INFO - Epoch [40][3200/3757] lr: 1.000e-02, eta: 1 day, 7:41:35, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.4813, top5_acc: 0.7516, loss_cls: 2.1864, loss: 2.1864, grad_norm: 3.7222 2021-01-30 00:08:02,855 - mmaction - INFO - Epoch [40][3220/3757] lr: 1.000e-02, eta: 1 day, 7:41:18, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.1001, loss: 2.1001, grad_norm: 3.8968 2021-01-30 00:08:09,296 - mmaction - INFO - Epoch [40][3240/3757] lr: 1.000e-02, eta: 1 day, 7:41:03, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0557, loss: 2.0557, grad_norm: 3.7753 2021-01-30 00:08:15,946 - mmaction - INFO - Epoch [40][3260/3757] lr: 1.000e-02, eta: 1 day, 7:40:47, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2066, loss: 2.2066, grad_norm: 3.6631 2021-01-30 00:08:22,300 - mmaction - INFO - Epoch [40][3280/3757] lr: 1.000e-02, eta: 1 day, 7:40:31, time: 0.317, data_time: 0.003, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7461, loss_cls: 2.1578, loss: 2.1578, grad_norm: 3.6990 2021-01-30 00:08:28,951 - mmaction - INFO - Epoch [40][3300/3757] lr: 1.000e-02, eta: 1 day, 7:40:16, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7734, loss_cls: 2.0064, loss: 2.0064, grad_norm: 3.7921 2021-01-30 00:08:35,168 - mmaction - INFO - Epoch [40][3320/3757] lr: 1.000e-02, eta: 1 day, 7:40:00, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.1513, loss: 2.1513, grad_norm: 3.7538 2021-01-30 00:08:41,319 - mmaction - INFO - Epoch [40][3340/3757] lr: 1.000e-02, eta: 1 day, 7:39:44, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2104, loss: 2.2104, grad_norm: 3.7497 2021-01-30 00:08:47,040 - mmaction - INFO - Epoch [40][3360/3757] lr: 1.000e-02, eta: 1 day, 7:39:28, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.1695, loss: 2.1695, grad_norm: 3.8695 2021-01-30 00:08:53,260 - mmaction - INFO - Epoch [40][3380/3757] lr: 1.000e-02, eta: 1 day, 7:39:12, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.1851, loss: 2.1851, grad_norm: 3.6662 2021-01-30 00:08:59,460 - mmaction - INFO - Epoch [40][3400/3757] lr: 1.000e-02, eta: 1 day, 7:38:56, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.4852, top5_acc: 0.7297, loss_cls: 2.1967, loss: 2.1967, grad_norm: 3.7472 2021-01-30 00:09:05,785 - mmaction - INFO - Epoch [40][3420/3757] lr: 1.000e-02, eta: 1 day, 7:38:40, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1381, loss: 2.1381, grad_norm: 3.7097 2021-01-30 00:09:11,757 - mmaction - INFO - Epoch [40][3440/3757] lr: 1.000e-02, eta: 1 day, 7:38:24, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1620, loss: 2.1620, grad_norm: 3.7982 2021-01-30 00:09:17,330 - mmaction - INFO - Epoch [40][3460/3757] lr: 1.000e-02, eta: 1 day, 7:38:07, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7758, loss_cls: 2.0464, loss: 2.0464, grad_norm: 3.6974 2021-01-30 00:09:23,581 - mmaction - INFO - Epoch [40][3480/3757] lr: 1.000e-02, eta: 1 day, 7:37:51, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5031, top5_acc: 0.7484, loss_cls: 2.1489, loss: 2.1489, grad_norm: 3.7767 2021-01-30 00:09:29,537 - mmaction - INFO - Epoch [40][3500/3757] lr: 1.000e-02, eta: 1 day, 7:37:35, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5039, top5_acc: 0.7383, loss_cls: 2.1838, loss: 2.1838, grad_norm: 3.7430 2021-01-30 00:09:36,092 - mmaction - INFO - Epoch [40][3520/3757] lr: 1.000e-02, eta: 1 day, 7:37:19, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 2.0770, loss: 2.0770, grad_norm: 3.8760 2021-01-30 00:09:41,768 - mmaction - INFO - Epoch [40][3540/3757] lr: 1.000e-02, eta: 1 day, 7:37:02, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.4945, top5_acc: 0.7539, loss_cls: 2.0591, loss: 2.0591, grad_norm: 3.7061 2021-01-30 00:09:48,134 - mmaction - INFO - Epoch [40][3560/3757] lr: 1.000e-02, eta: 1 day, 7:36:47, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5078, top5_acc: 0.7500, loss_cls: 2.1195, loss: 2.1195, grad_norm: 3.8710 2021-01-30 00:09:54,970 - mmaction - INFO - Epoch [40][3580/3757] lr: 1.000e-02, eta: 1 day, 7:36:32, time: 0.342, data_time: 0.001, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7617, loss_cls: 2.0714, loss: 2.0714, grad_norm: 3.6841 2021-01-30 00:10:00,767 - mmaction - INFO - Epoch [40][3600/3757] lr: 1.000e-02, eta: 1 day, 7:36:15, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5203, top5_acc: 0.7812, loss_cls: 1.9826, loss: 1.9826, grad_norm: 3.7459 2021-01-30 00:10:07,219 - mmaction - INFO - Epoch [40][3620/3757] lr: 1.000e-02, eta: 1 day, 7:36:00, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0429, loss: 2.0429, grad_norm: 3.7292 2021-01-30 00:10:14,318 - mmaction - INFO - Epoch [40][3640/3757] lr: 1.000e-02, eta: 1 day, 7:35:45, time: 0.354, data_time: 0.001, memory: 3385, top1_acc: 0.5070, top5_acc: 0.7523, loss_cls: 2.1274, loss: 2.1274, grad_norm: 3.6317 2021-01-30 00:10:20,115 - mmaction - INFO - Epoch [40][3660/3757] lr: 1.000e-02, eta: 1 day, 7:35:29, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5125, top5_acc: 0.7555, loss_cls: 2.0527, loss: 2.0527, grad_norm: 3.6874 2021-01-30 00:10:26,356 - mmaction - INFO - Epoch [40][3680/3757] lr: 1.000e-02, eta: 1 day, 7:35:13, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5047, top5_acc: 0.7633, loss_cls: 2.0986, loss: 2.0986, grad_norm: 3.6765 2021-01-30 00:10:32,089 - mmaction - INFO - Epoch [40][3700/3757] lr: 1.000e-02, eta: 1 day, 7:34:56, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7664, loss_cls: 2.0057, loss: 2.0057, grad_norm: 3.7120 2021-01-30 00:10:38,848 - mmaction - INFO - Epoch [40][3720/3757] lr: 1.000e-02, eta: 1 day, 7:34:41, time: 0.338, data_time: 0.002, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7555, loss_cls: 2.0709, loss: 2.0709, grad_norm: 3.8431 2021-01-30 00:10:45,008 - mmaction - INFO - Epoch [40][3740/3757] lr: 1.000e-02, eta: 1 day, 7:34:25, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.0804, loss: 2.0804, grad_norm: 3.8228 2021-01-30 00:11:10,979 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-01-30 00:22:46,166 - mmaction - INFO - Epoch [41][20/3757] lr: 1.000e-03, eta: 1 day, 7:50:58, time: 34.658, data_time: 34.264, memory: 3385, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1544, loss: 2.1544, grad_norm: 3.6099 2021-01-30 00:22:50,431 - mmaction - INFO - Epoch [41][40/3757] lr: 1.000e-03, eta: 1 day, 7:50:41, time: 0.295, data_time: 0.085, memory: 3385, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9487, loss: 1.9487, grad_norm: 3.5079 2021-01-30 00:22:54,582 - mmaction - INFO - Epoch [41][60/3757] lr: 1.000e-03, eta: 1 day, 7:50:22, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7688, loss_cls: 1.9597, loss: 1.9597, grad_norm: 3.6116 2021-01-30 00:22:58,825 - mmaction - INFO - Epoch [41][80/3757] lr: 1.000e-03, eta: 1 day, 7:50:03, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5312, top5_acc: 0.7484, loss_cls: 2.0389, loss: 2.0389, grad_norm: 3.6872 2021-01-30 00:23:03,045 - mmaction - INFO - Epoch [41][100/3757] lr: 1.000e-03, eta: 1 day, 7:49:44, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.0213, loss: 2.0213, grad_norm: 3.7066 2021-01-30 00:23:07,217 - mmaction - INFO - Epoch [41][120/3757] lr: 1.000e-03, eta: 1 day, 7:49:25, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5469, top5_acc: 0.7727, loss_cls: 1.9519, loss: 1.9519, grad_norm: 3.6274 2021-01-30 00:23:11,495 - mmaction - INFO - Epoch [41][140/3757] lr: 1.000e-03, eta: 1 day, 7:49:06, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5102, top5_acc: 0.7500, loss_cls: 2.0497, loss: 2.0497, grad_norm: 3.6903 2021-01-30 00:23:15,669 - mmaction - INFO - Epoch [41][160/3757] lr: 1.000e-03, eta: 1 day, 7:48:47, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5320, top5_acc: 0.7734, loss_cls: 1.9019, loss: 1.9019, grad_norm: 3.6927 2021-01-30 00:23:19,829 - mmaction - INFO - Epoch [41][180/3757] lr: 1.000e-03, eta: 1 day, 7:48:27, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5320, top5_acc: 0.7602, loss_cls: 2.0303, loss: 2.0303, grad_norm: 3.7925 2021-01-30 00:23:23,951 - mmaction - INFO - Epoch [41][200/3757] lr: 1.000e-03, eta: 1 day, 7:48:08, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5414, top5_acc: 0.7758, loss_cls: 1.9324, loss: 1.9324, grad_norm: 3.6747 2021-01-30 00:23:28,202 - mmaction - INFO - Epoch [41][220/3757] lr: 1.000e-03, eta: 1 day, 7:47:49, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5398, top5_acc: 0.7750, loss_cls: 1.9099, loss: 1.9099, grad_norm: 3.6347 2021-01-30 00:23:32,347 - mmaction - INFO - Epoch [41][240/3757] lr: 1.000e-03, eta: 1 day, 7:47:30, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5445, top5_acc: 0.7773, loss_cls: 1.9543, loss: 1.9543, grad_norm: 3.6315 2021-01-30 00:23:36,603 - mmaction - INFO - Epoch [41][260/3757] lr: 1.000e-03, eta: 1 day, 7:47:11, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7766, loss_cls: 1.9358, loss: 1.9358, grad_norm: 3.6848 2021-01-30 00:23:40,866 - mmaction - INFO - Epoch [41][280/3757] lr: 1.000e-03, eta: 1 day, 7:46:52, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5367, top5_acc: 0.7711, loss_cls: 1.9728, loss: 1.9728, grad_norm: 3.7219 2021-01-30 00:23:45,069 - mmaction - INFO - Epoch [41][300/3757] lr: 1.000e-03, eta: 1 day, 7:46:33, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7695, loss_cls: 1.8963, loss: 1.8963, grad_norm: 3.6133 2021-01-30 00:23:49,327 - mmaction - INFO - Epoch [41][320/3757] lr: 1.000e-03, eta: 1 day, 7:46:14, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.5320, top5_acc: 0.7734, loss_cls: 1.9744, loss: 1.9744, grad_norm: 3.6558 2021-01-30 00:23:53,497 - mmaction - INFO - Epoch [41][340/3757] lr: 1.000e-03, eta: 1 day, 7:45:55, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7836, loss_cls: 1.9366, loss: 1.9366, grad_norm: 3.7495 2021-01-30 00:23:58,375 - mmaction - INFO - Epoch [41][360/3757] lr: 1.000e-03, eta: 1 day, 7:45:37, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7773, loss_cls: 1.9340, loss: 1.9340, grad_norm: 3.6684 2021-01-30 00:24:02,700 - mmaction - INFO - Epoch [41][380/3757] lr: 1.000e-03, eta: 1 day, 7:45:18, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.5398, top5_acc: 0.7797, loss_cls: 1.9403, loss: 1.9403, grad_norm: 3.7587 2021-01-30 00:24:07,099 - mmaction - INFO - Epoch [41][400/3757] lr: 1.000e-03, eta: 1 day, 7:44:59, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5461, top5_acc: 0.7656, loss_cls: 1.9898, loss: 1.9898, grad_norm: 3.7311 2021-01-30 00:24:11,545 - mmaction - INFO - Epoch [41][420/3757] lr: 1.000e-03, eta: 1 day, 7:44:41, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5359, top5_acc: 0.7914, loss_cls: 1.8796, loss: 1.8796, grad_norm: 3.7436 2021-01-30 00:24:15,920 - mmaction - INFO - Epoch [41][440/3757] lr: 1.000e-03, eta: 1 day, 7:44:22, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5469, top5_acc: 0.7820, loss_cls: 1.9594, loss: 1.9594, grad_norm: 3.8158 2021-01-30 00:24:20,414 - mmaction - INFO - Epoch [41][460/3757] lr: 1.000e-03, eta: 1 day, 7:44:03, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5461, top5_acc: 0.7742, loss_cls: 1.9493, loss: 1.9493, grad_norm: 3.6793 2021-01-30 00:24:25,747 - mmaction - INFO - Epoch [41][480/3757] lr: 1.000e-03, eta: 1 day, 7:43:46, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5445, top5_acc: 0.7719, loss_cls: 1.9506, loss: 1.9506, grad_norm: 3.7524 2021-01-30 00:24:30,381 - mmaction - INFO - Epoch [41][500/3757] lr: 1.000e-03, eta: 1 day, 7:43:27, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.5328, top5_acc: 0.7883, loss_cls: 1.8860, loss: 1.8860, grad_norm: 3.7289 2021-01-30 00:24:34,885 - mmaction - INFO - Epoch [41][520/3757] lr: 1.000e-03, eta: 1 day, 7:43:09, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5320, top5_acc: 0.7758, loss_cls: 1.9719, loss: 1.9719, grad_norm: 3.7889 2021-01-30 00:24:39,612 - mmaction - INFO - Epoch [41][540/3757] lr: 1.000e-03, eta: 1 day, 7:42:51, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5430, top5_acc: 0.7578, loss_cls: 2.0102, loss: 2.0102, grad_norm: 3.7367 2021-01-30 00:24:44,540 - mmaction - INFO - Epoch [41][560/3757] lr: 1.000e-03, eta: 1 day, 7:42:33, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7883, loss_cls: 1.8570, loss: 1.8570, grad_norm: 3.6433 2021-01-30 00:24:50,149 - mmaction - INFO - Epoch [41][580/3757] lr: 1.000e-03, eta: 1 day, 7:42:16, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7750, loss_cls: 1.9289, loss: 1.9289, grad_norm: 3.8188 2021-01-30 00:24:54,953 - mmaction - INFO - Epoch [41][600/3757] lr: 1.000e-03, eta: 1 day, 7:41:58, time: 0.240, data_time: 0.002, memory: 3385, top1_acc: 0.5281, top5_acc: 0.7836, loss_cls: 1.9703, loss: 1.9703, grad_norm: 3.8333 2021-01-30 00:24:59,920 - mmaction - INFO - Epoch [41][620/3757] lr: 1.000e-03, eta: 1 day, 7:41:40, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7828, loss_cls: 1.8784, loss: 1.8784, grad_norm: 3.7766 2021-01-30 00:25:05,319 - mmaction - INFO - Epoch [41][640/3757] lr: 1.000e-03, eta: 1 day, 7:41:22, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8712, loss: 1.8712, grad_norm: 3.6685 2021-01-30 00:25:11,372 - mmaction - INFO - Epoch [41][660/3757] lr: 1.000e-03, eta: 1 day, 7:41:06, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7984, loss_cls: 1.8401, loss: 1.8401, grad_norm: 3.6640 2021-01-30 00:25:17,238 - mmaction - INFO - Epoch [41][680/3757] lr: 1.000e-03, eta: 1 day, 7:40:50, time: 0.293, data_time: 0.000, memory: 3385, top1_acc: 0.5422, top5_acc: 0.7734, loss_cls: 1.9528, loss: 1.9528, grad_norm: 3.8852 2021-01-30 00:25:22,469 - mmaction - INFO - Epoch [41][700/3757] lr: 1.000e-03, eta: 1 day, 7:40:32, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.8008, loss_cls: 1.8159, loss: 1.8159, grad_norm: 3.6913 2021-01-30 00:25:27,898 - mmaction - INFO - Epoch [41][720/3757] lr: 1.000e-03, eta: 1 day, 7:40:15, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7977, loss_cls: 1.8534, loss: 1.8534, grad_norm: 3.7111 2021-01-30 00:25:33,344 - mmaction - INFO - Epoch [41][740/3757] lr: 1.000e-03, eta: 1 day, 7:39:58, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9315, loss: 1.9315, grad_norm: 3.7725 2021-01-30 00:25:38,712 - mmaction - INFO - Epoch [41][760/3757] lr: 1.000e-03, eta: 1 day, 7:39:41, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7758, loss_cls: 1.9059, loss: 1.9059, grad_norm: 3.6918 2021-01-30 00:25:44,444 - mmaction - INFO - Epoch [41][780/3757] lr: 1.000e-03, eta: 1 day, 7:39:24, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.8907, loss: 1.8907, grad_norm: 3.7262 2021-01-30 00:25:50,083 - mmaction - INFO - Epoch [41][800/3757] lr: 1.000e-03, eta: 1 day, 7:39:07, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5437, top5_acc: 0.7773, loss_cls: 1.9854, loss: 1.9854, grad_norm: 3.7720 2021-01-30 00:25:55,740 - mmaction - INFO - Epoch [41][820/3757] lr: 1.000e-03, eta: 1 day, 7:38:50, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5352, top5_acc: 0.7641, loss_cls: 2.0180, loss: 2.0180, grad_norm: 3.8094 2021-01-30 00:26:00,897 - mmaction - INFO - Epoch [41][840/3757] lr: 1.000e-03, eta: 1 day, 7:38:33, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8008, loss_cls: 1.7723, loss: 1.7723, grad_norm: 3.6920 2021-01-30 00:26:06,659 - mmaction - INFO - Epoch [41][860/3757] lr: 1.000e-03, eta: 1 day, 7:38:16, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5266, top5_acc: 0.7523, loss_cls: 1.9966, loss: 1.9966, grad_norm: 3.9449 2021-01-30 00:26:13,394 - mmaction - INFO - Epoch [41][880/3757] lr: 1.000e-03, eta: 1 day, 7:38:01, time: 0.338, data_time: 0.002, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7859, loss_cls: 1.8752, loss: 1.8752, grad_norm: 3.7929 2021-01-30 00:26:18,925 - mmaction - INFO - Epoch [41][900/3757] lr: 1.000e-03, eta: 1 day, 7:37:44, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7789, loss_cls: 1.9055, loss: 1.9055, grad_norm: 3.7992 2021-01-30 00:26:24,879 - mmaction - INFO - Epoch [41][920/3757] lr: 1.000e-03, eta: 1 day, 7:37:27, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7875, loss_cls: 1.8729, loss: 1.8729, grad_norm: 3.6892 2021-01-30 00:26:30,603 - mmaction - INFO - Epoch [41][940/3757] lr: 1.000e-03, eta: 1 day, 7:37:11, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5477, top5_acc: 0.7891, loss_cls: 1.8925, loss: 1.8925, grad_norm: 3.8121 2021-01-30 00:26:37,147 - mmaction - INFO - Epoch [41][960/3757] lr: 1.000e-03, eta: 1 day, 7:36:55, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 1.9545, loss: 1.9545, grad_norm: 3.8077 2021-01-30 00:26:43,544 - mmaction - INFO - Epoch [41][980/3757] lr: 1.000e-03, eta: 1 day, 7:36:40, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7852, loss_cls: 1.8380, loss: 1.8380, grad_norm: 3.7177 2021-01-30 00:26:49,734 - mmaction - INFO - Epoch [41][1000/3757] lr: 1.000e-03, eta: 1 day, 7:36:24, time: 0.309, data_time: 0.000, memory: 3385, top1_acc: 0.5477, top5_acc: 0.7789, loss_cls: 1.8841, loss: 1.8841, grad_norm: 3.7220 2021-01-30 00:26:55,437 - mmaction - INFO - Epoch [41][1020/3757] lr: 1.000e-03, eta: 1 day, 7:36:07, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7898, loss_cls: 1.8178, loss: 1.8178, grad_norm: 3.7806 2021-01-30 00:27:01,356 - mmaction - INFO - Epoch [41][1040/3757] lr: 1.000e-03, eta: 1 day, 7:35:50, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7945, loss_cls: 1.7989, loss: 1.7989, grad_norm: 3.7395 2021-01-30 00:27:07,197 - mmaction - INFO - Epoch [41][1060/3757] lr: 1.000e-03, eta: 1 day, 7:35:34, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5477, top5_acc: 0.7695, loss_cls: 1.9761, loss: 1.9761, grad_norm: 3.8365 2021-01-30 00:27:13,486 - mmaction - INFO - Epoch [41][1080/3757] lr: 1.000e-03, eta: 1 day, 7:35:18, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7789, loss_cls: 1.9317, loss: 1.9317, grad_norm: 3.7936 2021-01-30 00:27:18,602 - mmaction - INFO - Epoch [41][1100/3757] lr: 1.000e-03, eta: 1 day, 7:35:00, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.5461, top5_acc: 0.7664, loss_cls: 1.9651, loss: 1.9651, grad_norm: 3.7630 2021-01-30 00:27:24,676 - mmaction - INFO - Epoch [41][1120/3757] lr: 1.000e-03, eta: 1 day, 7:34:44, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7758, loss_cls: 1.9332, loss: 1.9332, grad_norm: 3.7443 2021-01-30 00:27:31,277 - mmaction - INFO - Epoch [41][1140/3757] lr: 1.000e-03, eta: 1 day, 7:34:29, time: 0.330, data_time: 0.005, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7734, loss_cls: 1.9366, loss: 1.9366, grad_norm: 3.7237 2021-01-30 00:27:36,599 - mmaction - INFO - Epoch [41][1160/3757] lr: 1.000e-03, eta: 1 day, 7:34:12, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5328, top5_acc: 0.7664, loss_cls: 1.9502, loss: 1.9502, grad_norm: 3.7792 2021-01-30 00:27:42,694 - mmaction - INFO - Epoch [41][1180/3757] lr: 1.000e-03, eta: 1 day, 7:33:56, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7773, loss_cls: 1.8904, loss: 1.8904, grad_norm: 3.7013 2021-01-30 00:27:49,417 - mmaction - INFO - Epoch [41][1200/3757] lr: 1.000e-03, eta: 1 day, 7:33:40, time: 0.336, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7828, loss_cls: 1.8581, loss: 1.8581, grad_norm: 3.8548 2021-01-30 00:27:55,196 - mmaction - INFO - Epoch [41][1220/3757] lr: 1.000e-03, eta: 1 day, 7:33:24, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7820, loss_cls: 1.8555, loss: 1.8555, grad_norm: 3.8094 2021-01-30 00:28:00,766 - mmaction - INFO - Epoch [41][1240/3757] lr: 1.000e-03, eta: 1 day, 7:33:07, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5453, top5_acc: 0.7805, loss_cls: 1.9343, loss: 1.9343, grad_norm: 3.8363 2021-01-30 00:28:07,636 - mmaction - INFO - Epoch [41][1260/3757] lr: 1.000e-03, eta: 1 day, 7:32:52, time: 0.344, data_time: 0.002, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7656, loss_cls: 1.9040, loss: 1.9040, grad_norm: 3.7809 2021-01-30 00:28:13,205 - mmaction - INFO - Epoch [41][1280/3757] lr: 1.000e-03, eta: 1 day, 7:32:35, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7859, loss_cls: 1.8738, loss: 1.8738, grad_norm: 3.7661 2021-01-30 00:28:19,543 - mmaction - INFO - Epoch [41][1300/3757] lr: 1.000e-03, eta: 1 day, 7:32:19, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7812, loss_cls: 1.8885, loss: 1.8885, grad_norm: 3.7038 2021-01-30 00:28:26,291 - mmaction - INFO - Epoch [41][1320/3757] lr: 1.000e-03, eta: 1 day, 7:32:04, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.5531, top5_acc: 0.8023, loss_cls: 1.7733, loss: 1.7733, grad_norm: 3.6509 2021-01-30 00:28:32,172 - mmaction - INFO - Epoch [41][1340/3757] lr: 1.000e-03, eta: 1 day, 7:31:48, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7836, loss_cls: 1.8987, loss: 1.8987, grad_norm: 3.8127 2021-01-30 00:28:37,808 - mmaction - INFO - Epoch [41][1360/3757] lr: 1.000e-03, eta: 1 day, 7:31:31, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7758, loss_cls: 1.9063, loss: 1.9063, grad_norm: 3.8446 2021-01-30 00:28:43,961 - mmaction - INFO - Epoch [41][1380/3757] lr: 1.000e-03, eta: 1 day, 7:31:15, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7742, loss_cls: 1.9382, loss: 1.9382, grad_norm: 3.8076 2021-01-30 00:28:49,768 - mmaction - INFO - Epoch [41][1400/3757] lr: 1.000e-03, eta: 1 day, 7:30:58, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5336, top5_acc: 0.7672, loss_cls: 1.9739, loss: 1.9739, grad_norm: 3.8214 2021-01-30 00:28:55,119 - mmaction - INFO - Epoch [41][1420/3757] lr: 1.000e-03, eta: 1 day, 7:30:41, time: 0.268, data_time: 0.003, memory: 3385, top1_acc: 0.5422, top5_acc: 0.7836, loss_cls: 1.9814, loss: 1.9814, grad_norm: 3.8860 2021-01-30 00:29:01,161 - mmaction - INFO - Epoch [41][1440/3757] lr: 1.000e-03, eta: 1 day, 7:30:25, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5445, top5_acc: 0.7820, loss_cls: 1.9153, loss: 1.9153, grad_norm: 3.7512 2021-01-30 00:29:06,971 - mmaction - INFO - Epoch [41][1460/3757] lr: 1.000e-03, eta: 1 day, 7:30:09, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7797, loss_cls: 1.9016, loss: 1.9016, grad_norm: 3.7524 2021-01-30 00:29:12,996 - mmaction - INFO - Epoch [41][1480/3757] lr: 1.000e-03, eta: 1 day, 7:29:52, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7711, loss_cls: 1.8900, loss: 1.8900, grad_norm: 3.6554 2021-01-30 00:29:19,388 - mmaction - INFO - Epoch [41][1500/3757] lr: 1.000e-03, eta: 1 day, 7:29:37, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7922, loss_cls: 1.7670, loss: 1.7670, grad_norm: 3.6542 2021-01-30 00:29:25,504 - mmaction - INFO - Epoch [41][1520/3757] lr: 1.000e-03, eta: 1 day, 7:29:21, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7805, loss_cls: 1.8941, loss: 1.8941, grad_norm: 3.8682 2021-01-30 00:29:31,081 - mmaction - INFO - Epoch [41][1540/3757] lr: 1.000e-03, eta: 1 day, 7:29:04, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7750, loss_cls: 1.8874, loss: 1.8874, grad_norm: 3.6990 2021-01-30 00:29:36,918 - mmaction - INFO - Epoch [41][1560/3757] lr: 1.000e-03, eta: 1 day, 7:28:47, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5437, top5_acc: 0.7711, loss_cls: 1.9158, loss: 1.9158, grad_norm: 3.8459 2021-01-30 00:29:43,130 - mmaction - INFO - Epoch [41][1580/3757] lr: 1.000e-03, eta: 1 day, 7:28:32, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7672, loss_cls: 1.9580, loss: 1.9580, grad_norm: 3.8102 2021-01-30 00:29:48,708 - mmaction - INFO - Epoch [41][1600/3757] lr: 1.000e-03, eta: 1 day, 7:28:15, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7828, loss_cls: 1.8623, loss: 1.8623, grad_norm: 3.7169 2021-01-30 00:29:54,498 - mmaction - INFO - Epoch [41][1620/3757] lr: 1.000e-03, eta: 1 day, 7:27:58, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5453, top5_acc: 0.7930, loss_cls: 1.8876, loss: 1.8876, grad_norm: 3.7924 2021-01-30 00:30:00,833 - mmaction - INFO - Epoch [41][1640/3757] lr: 1.000e-03, eta: 1 day, 7:27:43, time: 0.317, data_time: 0.003, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7898, loss_cls: 1.8304, loss: 1.8304, grad_norm: 3.7024 2021-01-30 00:30:07,714 - mmaction - INFO - Epoch [41][1660/3757] lr: 1.000e-03, eta: 1 day, 7:27:28, time: 0.344, data_time: 0.002, memory: 3385, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 1.9708, loss: 1.9708, grad_norm: 3.9004 2021-01-30 00:30:13,393 - mmaction - INFO - Epoch [41][1680/3757] lr: 1.000e-03, eta: 1 day, 7:27:11, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7727, loss_cls: 1.8830, loss: 1.8830, grad_norm: 3.7511 2021-01-30 00:30:18,849 - mmaction - INFO - Epoch [41][1700/3757] lr: 1.000e-03, eta: 1 day, 7:26:54, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7805, loss_cls: 1.8765, loss: 1.8765, grad_norm: 3.7515 2021-01-30 00:30:24,798 - mmaction - INFO - Epoch [41][1720/3757] lr: 1.000e-03, eta: 1 day, 7:26:38, time: 0.297, data_time: 0.004, memory: 3385, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9392, loss: 1.9392, grad_norm: 3.8689 2021-01-30 00:30:31,168 - mmaction - INFO - Epoch [41][1740/3757] lr: 1.000e-03, eta: 1 day, 7:26:22, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7727, loss_cls: 1.8591, loss: 1.8591, grad_norm: 3.7836 2021-01-30 00:30:37,438 - mmaction - INFO - Epoch [41][1760/3757] lr: 1.000e-03, eta: 1 day, 7:26:06, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7844, loss_cls: 1.8869, loss: 1.8869, grad_norm: 3.8273 2021-01-30 00:30:43,450 - mmaction - INFO - Epoch [41][1780/3757] lr: 1.000e-03, eta: 1 day, 7:25:50, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7828, loss_cls: 1.8503, loss: 1.8503, grad_norm: 3.7804 2021-01-30 00:30:49,363 - mmaction - INFO - Epoch [41][1800/3757] lr: 1.000e-03, eta: 1 day, 7:25:34, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7867, loss_cls: 1.8539, loss: 1.8539, grad_norm: 3.7979 2021-01-30 00:30:54,915 - mmaction - INFO - Epoch [41][1820/3757] lr: 1.000e-03, eta: 1 day, 7:25:17, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5352, top5_acc: 0.7594, loss_cls: 1.9973, loss: 1.9973, grad_norm: 3.8735 2021-01-30 00:31:01,056 - mmaction - INFO - Epoch [41][1840/3757] lr: 1.000e-03, eta: 1 day, 7:25:01, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7820, loss_cls: 1.8367, loss: 1.8367, grad_norm: 3.7782 2021-01-30 00:31:06,509 - mmaction - INFO - Epoch [41][1860/3757] lr: 1.000e-03, eta: 1 day, 7:24:44, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7797, loss_cls: 1.9042, loss: 1.9042, grad_norm: 3.8036 2021-01-30 00:31:12,098 - mmaction - INFO - Epoch [41][1880/3757] lr: 1.000e-03, eta: 1 day, 7:24:27, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7727, loss_cls: 1.9890, loss: 1.9890, grad_norm: 3.8994 2021-01-30 00:31:18,221 - mmaction - INFO - Epoch [41][1900/3757] lr: 1.000e-03, eta: 1 day, 7:24:11, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7805, loss_cls: 1.9141, loss: 1.9141, grad_norm: 3.7834 2021-01-30 00:31:23,650 - mmaction - INFO - Epoch [41][1920/3757] lr: 1.000e-03, eta: 1 day, 7:23:54, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5430, top5_acc: 0.7758, loss_cls: 1.9482, loss: 1.9482, grad_norm: 3.7611 2021-01-30 00:31:29,799 - mmaction - INFO - Epoch [41][1940/3757] lr: 1.000e-03, eta: 1 day, 7:23:38, time: 0.307, data_time: 0.003, memory: 3385, top1_acc: 0.5477, top5_acc: 0.7766, loss_cls: 1.9148, loss: 1.9148, grad_norm: 3.8311 2021-01-30 00:31:36,254 - mmaction - INFO - Epoch [41][1960/3757] lr: 1.000e-03, eta: 1 day, 7:23:23, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5422, top5_acc: 0.7688, loss_cls: 1.9594, loss: 1.9594, grad_norm: 3.9356 2021-01-30 00:31:42,231 - mmaction - INFO - Epoch [41][1980/3757] lr: 1.000e-03, eta: 1 day, 7:23:07, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5445, top5_acc: 0.7617, loss_cls: 1.9165, loss: 1.9165, grad_norm: 3.8287 2021-01-30 00:31:48,008 - mmaction - INFO - Epoch [41][2000/3757] lr: 1.000e-03, eta: 1 day, 7:22:50, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7883, loss_cls: 1.8271, loss: 1.8271, grad_norm: 3.8065 2021-01-30 00:31:54,956 - mmaction - INFO - Epoch [41][2020/3757] lr: 1.000e-03, eta: 1 day, 7:22:36, time: 0.347, data_time: 0.002, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7836, loss_cls: 1.9216, loss: 1.9216, grad_norm: 3.9343 2021-01-30 00:32:00,957 - mmaction - INFO - Epoch [41][2040/3757] lr: 1.000e-03, eta: 1 day, 7:22:19, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7945, loss_cls: 1.8596, loss: 1.8596, grad_norm: 3.8496 2021-01-30 00:32:06,872 - mmaction - INFO - Epoch [41][2060/3757] lr: 1.000e-03, eta: 1 day, 7:22:03, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 2.0065, loss: 2.0065, grad_norm: 3.8439 2021-01-30 00:32:13,359 - mmaction - INFO - Epoch [41][2080/3757] lr: 1.000e-03, eta: 1 day, 7:21:48, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5453, top5_acc: 0.7742, loss_cls: 1.9843, loss: 1.9843, grad_norm: 3.8537 2021-01-30 00:32:19,439 - mmaction - INFO - Epoch [41][2100/3757] lr: 1.000e-03, eta: 1 day, 7:21:32, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7953, loss_cls: 1.8360, loss: 1.8360, grad_norm: 3.6734 2021-01-30 00:32:25,141 - mmaction - INFO - Epoch [41][2120/3757] lr: 1.000e-03, eta: 1 day, 7:21:15, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7898, loss_cls: 1.8215, loss: 1.8215, grad_norm: 3.7241 2021-01-30 00:32:31,039 - mmaction - INFO - Epoch [41][2140/3757] lr: 1.000e-03, eta: 1 day, 7:20:59, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5398, top5_acc: 0.7859, loss_cls: 1.9045, loss: 1.9045, grad_norm: 3.8531 2021-01-30 00:32:36,440 - mmaction - INFO - Epoch [41][2160/3757] lr: 1.000e-03, eta: 1 day, 7:20:42, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7969, loss_cls: 1.8289, loss: 1.8289, grad_norm: 3.6910 2021-01-30 00:32:41,987 - mmaction - INFO - Epoch [41][2180/3757] lr: 1.000e-03, eta: 1 day, 7:20:25, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7898, loss_cls: 1.8206, loss: 1.8206, grad_norm: 3.6237 2021-01-30 00:32:48,475 - mmaction - INFO - Epoch [41][2200/3757] lr: 1.000e-03, eta: 1 day, 7:20:10, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7805, loss_cls: 1.8597, loss: 1.8597, grad_norm: 3.8753 2021-01-30 00:32:54,613 - mmaction - INFO - Epoch [41][2220/3757] lr: 1.000e-03, eta: 1 day, 7:19:54, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5461, top5_acc: 0.7820, loss_cls: 1.8827, loss: 1.8827, grad_norm: 3.7810 2021-01-30 00:33:00,563 - mmaction - INFO - Epoch [41][2240/3757] lr: 1.000e-03, eta: 1 day, 7:19:38, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5352, top5_acc: 0.7844, loss_cls: 1.9183, loss: 1.9183, grad_norm: 3.8594 2021-01-30 00:33:06,295 - mmaction - INFO - Epoch [41][2260/3757] lr: 1.000e-03, eta: 1 day, 7:19:21, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5422, top5_acc: 0.7703, loss_cls: 1.8978, loss: 1.8978, grad_norm: 3.8491 2021-01-30 00:33:13,434 - mmaction - INFO - Epoch [41][2280/3757] lr: 1.000e-03, eta: 1 day, 7:19:07, time: 0.357, data_time: 0.002, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7812, loss_cls: 1.9192, loss: 1.9192, grad_norm: 3.8822 2021-01-30 00:33:19,122 - mmaction - INFO - Epoch [41][2300/3757] lr: 1.000e-03, eta: 1 day, 7:18:50, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7852, loss_cls: 1.8885, loss: 1.8885, grad_norm: 3.7885 2021-01-30 00:33:25,385 - mmaction - INFO - Epoch [41][2320/3757] lr: 1.000e-03, eta: 1 day, 7:18:34, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7891, loss_cls: 1.8556, loss: 1.8556, grad_norm: 3.8387 2021-01-30 00:33:30,759 - mmaction - INFO - Epoch [41][2340/3757] lr: 1.000e-03, eta: 1 day, 7:18:17, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7914, loss_cls: 1.8282, loss: 1.8282, grad_norm: 3.6833 2021-01-30 00:33:36,693 - mmaction - INFO - Epoch [41][2360/3757] lr: 1.000e-03, eta: 1 day, 7:18:01, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7875, loss_cls: 1.8801, loss: 1.8801, grad_norm: 3.8051 2021-01-30 00:33:42,446 - mmaction - INFO - Epoch [41][2380/3757] lr: 1.000e-03, eta: 1 day, 7:17:45, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7766, loss_cls: 1.8465, loss: 1.8465, grad_norm: 3.7116 2021-01-30 00:33:48,479 - mmaction - INFO - Epoch [41][2400/3757] lr: 1.000e-03, eta: 1 day, 7:17:29, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7742, loss_cls: 1.8397, loss: 1.8397, grad_norm: 3.7407 2021-01-30 00:33:54,889 - mmaction - INFO - Epoch [41][2420/3757] lr: 1.000e-03, eta: 1 day, 7:17:13, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7875, loss_cls: 1.8921, loss: 1.8921, grad_norm: 3.8236 2021-01-30 00:34:00,795 - mmaction - INFO - Epoch [41][2440/3757] lr: 1.000e-03, eta: 1 day, 7:16:57, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5469, top5_acc: 0.7672, loss_cls: 1.9442, loss: 1.9442, grad_norm: 3.7683 2021-01-30 00:34:07,441 - mmaction - INFO - Epoch [41][2460/3757] lr: 1.000e-03, eta: 1 day, 7:16:42, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7977, loss_cls: 1.8139, loss: 1.8139, grad_norm: 3.7536 2021-01-30 00:34:13,056 - mmaction - INFO - Epoch [41][2480/3757] lr: 1.000e-03, eta: 1 day, 7:16:25, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7984, loss_cls: 1.8707, loss: 1.8707, grad_norm: 3.8272 2021-01-30 00:34:19,004 - mmaction - INFO - Epoch [41][2500/3757] lr: 1.000e-03, eta: 1 day, 7:16:09, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5430, top5_acc: 0.7805, loss_cls: 1.8803, loss: 1.8803, grad_norm: 3.7810 2021-01-30 00:34:24,721 - mmaction - INFO - Epoch [41][2520/3757] lr: 1.000e-03, eta: 1 day, 7:15:52, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7734, loss_cls: 1.9470, loss: 1.9470, grad_norm: 3.8530 2021-01-30 00:34:30,704 - mmaction - INFO - Epoch [41][2540/3757] lr: 1.000e-03, eta: 1 day, 7:15:36, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.7898, loss: 1.7898, grad_norm: 3.6914 2021-01-30 00:34:36,853 - mmaction - INFO - Epoch [41][2560/3757] lr: 1.000e-03, eta: 1 day, 7:15:20, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5477, top5_acc: 0.7750, loss_cls: 1.9028, loss: 1.9028, grad_norm: 3.8630 2021-01-30 00:34:42,470 - mmaction - INFO - Epoch [41][2580/3757] lr: 1.000e-03, eta: 1 day, 7:15:04, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7797, loss_cls: 1.8861, loss: 1.8861, grad_norm: 3.8706 2021-01-30 00:34:48,327 - mmaction - INFO - Epoch [41][2600/3757] lr: 1.000e-03, eta: 1 day, 7:14:48, time: 0.293, data_time: 0.000, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7805, loss_cls: 1.8850, loss: 1.8850, grad_norm: 3.7987 2021-01-30 00:34:54,175 - mmaction - INFO - Epoch [41][2620/3757] lr: 1.000e-03, eta: 1 day, 7:14:31, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7898, loss_cls: 1.8749, loss: 1.8749, grad_norm: 3.8025 2021-01-30 00:35:00,159 - mmaction - INFO - Epoch [41][2640/3757] lr: 1.000e-03, eta: 1 day, 7:14:15, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7961, loss_cls: 1.8127, loss: 1.8127, grad_norm: 3.8076 2021-01-30 00:35:06,122 - mmaction - INFO - Epoch [41][2660/3757] lr: 1.000e-03, eta: 1 day, 7:13:59, time: 0.299, data_time: 0.005, memory: 3385, top1_acc: 0.5469, top5_acc: 0.7633, loss_cls: 1.9645, loss: 1.9645, grad_norm: 3.8162 2021-01-30 00:35:12,319 - mmaction - INFO - Epoch [41][2680/3757] lr: 1.000e-03, eta: 1 day, 7:13:43, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7953, loss_cls: 1.8298, loss: 1.8298, grad_norm: 3.7832 2021-01-30 00:35:17,975 - mmaction - INFO - Epoch [41][2700/3757] lr: 1.000e-03, eta: 1 day, 7:13:27, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.5391, top5_acc: 0.7828, loss_cls: 1.9039, loss: 1.9039, grad_norm: 3.8238 2021-01-30 00:35:24,439 - mmaction - INFO - Epoch [41][2720/3757] lr: 1.000e-03, eta: 1 day, 7:13:11, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5516, top5_acc: 0.8023, loss_cls: 1.8571, loss: 1.8571, grad_norm: 3.8219 2021-01-30 00:35:30,243 - mmaction - INFO - Epoch [41][2740/3757] lr: 1.000e-03, eta: 1 day, 7:12:55, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7852, loss_cls: 1.8356, loss: 1.8356, grad_norm: 3.7944 2021-01-30 00:35:36,252 - mmaction - INFO - Epoch [41][2760/3757] lr: 1.000e-03, eta: 1 day, 7:12:39, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7742, loss_cls: 1.8947, loss: 1.8947, grad_norm: 3.8748 2021-01-30 00:35:41,493 - mmaction - INFO - Epoch [41][2780/3757] lr: 1.000e-03, eta: 1 day, 7:12:22, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9227, loss: 1.9227, grad_norm: 3.7873 2021-01-30 00:35:47,410 - mmaction - INFO - Epoch [41][2800/3757] lr: 1.000e-03, eta: 1 day, 7:12:06, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5437, top5_acc: 0.7789, loss_cls: 1.8688, loss: 1.8688, grad_norm: 3.8646 2021-01-30 00:35:53,453 - mmaction - INFO - Epoch [41][2820/3757] lr: 1.000e-03, eta: 1 day, 7:11:50, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7719, loss_cls: 1.9673, loss: 1.9673, grad_norm: 3.8365 2021-01-30 00:35:59,473 - mmaction - INFO - Epoch [41][2840/3757] lr: 1.000e-03, eta: 1 day, 7:11:34, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7828, loss_cls: 1.8327, loss: 1.8327, grad_norm: 3.8438 2021-01-30 00:36:05,901 - mmaction - INFO - Epoch [41][2860/3757] lr: 1.000e-03, eta: 1 day, 7:11:18, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7797, loss_cls: 1.8801, loss: 1.8801, grad_norm: 3.9286 2021-01-30 00:36:11,449 - mmaction - INFO - Epoch [41][2880/3757] lr: 1.000e-03, eta: 1 day, 7:11:02, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7922, loss_cls: 1.8624, loss: 1.8624, grad_norm: 3.7864 2021-01-30 00:36:17,408 - mmaction - INFO - Epoch [41][2900/3757] lr: 1.000e-03, eta: 1 day, 7:10:45, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7820, loss_cls: 1.9087, loss: 1.9087, grad_norm: 3.8707 2021-01-30 00:36:24,253 - mmaction - INFO - Epoch [41][2920/3757] lr: 1.000e-03, eta: 1 day, 7:10:31, time: 0.342, data_time: 0.001, memory: 3385, top1_acc: 0.5422, top5_acc: 0.7727, loss_cls: 1.9571, loss: 1.9571, grad_norm: 3.8612 2021-01-30 00:36:29,993 - mmaction - INFO - Epoch [41][2940/3757] lr: 1.000e-03, eta: 1 day, 7:10:14, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7719, loss_cls: 1.8900, loss: 1.8900, grad_norm: 3.8030 2021-01-30 00:36:36,000 - mmaction - INFO - Epoch [41][2960/3757] lr: 1.000e-03, eta: 1 day, 7:09:58, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7648, loss_cls: 1.8874, loss: 1.8874, grad_norm: 3.7342 2021-01-30 00:36:41,549 - mmaction - INFO - Epoch [41][2980/3757] lr: 1.000e-03, eta: 1 day, 7:09:42, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.8397, loss: 1.8397, grad_norm: 3.8083 2021-01-30 00:36:47,199 - mmaction - INFO - Epoch [41][3000/3757] lr: 1.000e-03, eta: 1 day, 7:09:25, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 1.9546, loss: 1.9546, grad_norm: 3.8743 2021-01-30 00:36:52,839 - mmaction - INFO - Epoch [41][3020/3757] lr: 1.000e-03, eta: 1 day, 7:09:08, time: 0.282, data_time: 0.004, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.7362, loss: 1.7362, grad_norm: 3.7049 2021-01-30 00:36:59,461 - mmaction - INFO - Epoch [41][3040/3757] lr: 1.000e-03, eta: 1 day, 7:08:53, time: 0.331, data_time: 0.003, memory: 3385, top1_acc: 0.5422, top5_acc: 0.7680, loss_cls: 1.9482, loss: 1.9482, grad_norm: 3.8677 2021-01-30 00:37:04,937 - mmaction - INFO - Epoch [41][3060/3757] lr: 1.000e-03, eta: 1 day, 7:08:37, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7930, loss_cls: 1.8345, loss: 1.8345, grad_norm: 3.8227 2021-01-30 00:37:10,895 - mmaction - INFO - Epoch [41][3080/3757] lr: 1.000e-03, eta: 1 day, 7:08:21, time: 0.298, data_time: 0.010, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7961, loss_cls: 1.7965, loss: 1.7965, grad_norm: 3.8031 2021-01-30 00:37:17,041 - mmaction - INFO - Epoch [41][3100/3757] lr: 1.000e-03, eta: 1 day, 7:08:05, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7953, loss_cls: 1.8399, loss: 1.8399, grad_norm: 3.7911 2021-01-30 00:37:22,897 - mmaction - INFO - Epoch [41][3120/3757] lr: 1.000e-03, eta: 1 day, 7:07:49, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7914, loss_cls: 1.7591, loss: 1.7591, grad_norm: 3.6816 2021-01-30 00:37:28,502 - mmaction - INFO - Epoch [41][3140/3757] lr: 1.000e-03, eta: 1 day, 7:07:32, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.8317, loss: 1.8317, grad_norm: 3.7808 2021-01-30 00:37:34,389 - mmaction - INFO - Epoch [41][3160/3757] lr: 1.000e-03, eta: 1 day, 7:07:16, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.8908, loss: 1.8908, grad_norm: 3.8643 2021-01-30 00:37:40,127 - mmaction - INFO - Epoch [41][3180/3757] lr: 1.000e-03, eta: 1 day, 7:06:59, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7844, loss_cls: 1.8913, loss: 1.8913, grad_norm: 3.8749 2021-01-30 00:37:46,103 - mmaction - INFO - Epoch [41][3200/3757] lr: 1.000e-03, eta: 1 day, 7:06:43, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7937, loss_cls: 1.8168, loss: 1.8168, grad_norm: 3.7796 2021-01-30 00:37:51,574 - mmaction - INFO - Epoch [41][3220/3757] lr: 1.000e-03, eta: 1 day, 7:06:27, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7930, loss_cls: 1.8097, loss: 1.8097, grad_norm: 3.8333 2021-01-30 00:37:57,626 - mmaction - INFO - Epoch [41][3240/3757] lr: 1.000e-03, eta: 1 day, 7:06:11, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.8624, loss: 1.8624, grad_norm: 3.8844 2021-01-30 00:38:03,894 - mmaction - INFO - Epoch [41][3260/3757] lr: 1.000e-03, eta: 1 day, 7:05:55, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5563, top5_acc: 0.8016, loss_cls: 1.8093, loss: 1.8093, grad_norm: 3.8962 2021-01-30 00:38:10,042 - mmaction - INFO - Epoch [41][3280/3757] lr: 1.000e-03, eta: 1 day, 7:05:39, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7703, loss_cls: 1.9123, loss: 1.9123, grad_norm: 3.8603 2021-01-30 00:38:15,983 - mmaction - INFO - Epoch [41][3300/3757] lr: 1.000e-03, eta: 1 day, 7:05:23, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7977, loss_cls: 1.8108, loss: 1.8108, grad_norm: 3.6941 2021-01-30 00:38:21,849 - mmaction - INFO - Epoch [41][3320/3757] lr: 1.000e-03, eta: 1 day, 7:05:07, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5305, top5_acc: 0.7688, loss_cls: 1.9631, loss: 1.9631, grad_norm: 3.9099 2021-01-30 00:38:27,798 - mmaction - INFO - Epoch [41][3340/3757] lr: 1.000e-03, eta: 1 day, 7:04:51, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.9080, loss: 1.9080, grad_norm: 3.8182 2021-01-30 00:38:33,386 - mmaction - INFO - Epoch [41][3360/3757] lr: 1.000e-03, eta: 1 day, 7:04:35, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7633, loss_cls: 2.0157, loss: 2.0157, grad_norm: 3.9550 2021-01-30 00:38:38,603 - mmaction - INFO - Epoch [41][3380/3757] lr: 1.000e-03, eta: 1 day, 7:04:17, time: 0.261, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7875, loss_cls: 1.7648, loss: 1.7648, grad_norm: 3.7295 2021-01-30 00:38:44,857 - mmaction - INFO - Epoch [41][3400/3757] lr: 1.000e-03, eta: 1 day, 7:04:02, time: 0.313, data_time: 0.003, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7508, loss_cls: 1.9591, loss: 1.9591, grad_norm: 3.9264 2021-01-30 00:38:50,261 - mmaction - INFO - Epoch [41][3420/3757] lr: 1.000e-03, eta: 1 day, 7:03:45, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7789, loss_cls: 1.8840, loss: 1.8840, grad_norm: 3.6991 2021-01-30 00:38:55,681 - mmaction - INFO - Epoch [41][3440/3757] lr: 1.000e-03, eta: 1 day, 7:03:28, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7766, loss_cls: 1.8668, loss: 1.8668, grad_norm: 3.6926 2021-01-30 00:39:02,017 - mmaction - INFO - Epoch [41][3460/3757] lr: 1.000e-03, eta: 1 day, 7:03:13, time: 0.317, data_time: 0.003, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.8200, loss: 1.8200, grad_norm: 3.7833 2021-01-30 00:39:08,559 - mmaction - INFO - Epoch [41][3480/3757] lr: 1.000e-03, eta: 1 day, 7:02:58, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8141, loss_cls: 1.7190, loss: 1.7190, grad_norm: 3.7798 2021-01-30 00:39:14,080 - mmaction - INFO - Epoch [41][3500/3757] lr: 1.000e-03, eta: 1 day, 7:02:41, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7703, loss_cls: 1.9557, loss: 1.9557, grad_norm: 3.9238 2021-01-30 00:39:19,875 - mmaction - INFO - Epoch [41][3520/3757] lr: 1.000e-03, eta: 1 day, 7:02:25, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7867, loss_cls: 1.8447, loss: 1.8447, grad_norm: 3.8368 2021-01-30 00:39:25,817 - mmaction - INFO - Epoch [41][3540/3757] lr: 1.000e-03, eta: 1 day, 7:02:09, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7953, loss_cls: 1.7920, loss: 1.7920, grad_norm: 3.7944 2021-01-30 00:39:31,847 - mmaction - INFO - Epoch [41][3560/3757] lr: 1.000e-03, eta: 1 day, 7:01:53, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5289, top5_acc: 0.7688, loss_cls: 1.9769, loss: 1.9769, grad_norm: 3.9505 2021-01-30 00:39:37,868 - mmaction - INFO - Epoch [41][3580/3757] lr: 1.000e-03, eta: 1 day, 7:01:37, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7945, loss_cls: 1.7942, loss: 1.7942, grad_norm: 3.7356 2021-01-30 00:39:43,183 - mmaction - INFO - Epoch [41][3600/3757] lr: 1.000e-03, eta: 1 day, 7:01:20, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.8016, loss_cls: 1.8044, loss: 1.8044, grad_norm: 3.8635 2021-01-30 00:39:49,220 - mmaction - INFO - Epoch [41][3620/3757] lr: 1.000e-03, eta: 1 day, 7:01:04, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5477, top5_acc: 0.7914, loss_cls: 1.8480, loss: 1.8480, grad_norm: 3.9036 2021-01-30 00:39:54,868 - mmaction - INFO - Epoch [41][3640/3757] lr: 1.000e-03, eta: 1 day, 7:00:48, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7977, loss_cls: 1.7732, loss: 1.7732, grad_norm: 3.8026 2021-01-30 00:40:00,811 - mmaction - INFO - Epoch [41][3660/3757] lr: 1.000e-03, eta: 1 day, 7:00:32, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7867, loss_cls: 1.8804, loss: 1.8804, grad_norm: 3.8354 2021-01-30 00:40:06,260 - mmaction - INFO - Epoch [41][3680/3757] lr: 1.000e-03, eta: 1 day, 7:00:15, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7867, loss_cls: 1.8225, loss: 1.8225, grad_norm: 3.8600 2021-01-30 00:40:12,590 - mmaction - INFO - Epoch [41][3700/3757] lr: 1.000e-03, eta: 1 day, 6:59:59, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7953, loss_cls: 1.8522, loss: 1.8522, grad_norm: 3.8817 2021-01-30 00:40:18,991 - mmaction - INFO - Epoch [41][3720/3757] lr: 1.000e-03, eta: 1 day, 6:59:44, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7836, loss_cls: 1.8831, loss: 1.8831, grad_norm: 4.0113 2021-01-30 00:40:25,608 - mmaction - INFO - Epoch [41][3740/3757] lr: 1.000e-03, eta: 1 day, 6:59:29, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5437, top5_acc: 0.7773, loss_cls: 1.8929, loss: 1.8929, grad_norm: 3.8600 2021-01-30 00:40:47,928 - mmaction - INFO - Saving checkpoint at 41 epochs 2021-01-30 00:52:50,766 - mmaction - INFO - Epoch [42][20/3757] lr: 1.000e-03, eta: 1 day, 7:16:03, time: 36.125, data_time: 35.709, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8086, loss_cls: 1.7469, loss: 1.7469, grad_norm: 3.8321 2021-01-30 00:52:54,949 - mmaction - INFO - Epoch [42][40/3757] lr: 1.000e-03, eta: 1 day, 7:15:45, time: 0.214, data_time: 0.008, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7867, loss_cls: 1.8506, loss: 1.8506, grad_norm: 3.9250 2021-01-30 00:52:59,209 - mmaction - INFO - Epoch [42][60/3757] lr: 1.000e-03, eta: 1 day, 7:15:26, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5398, top5_acc: 0.7945, loss_cls: 1.8759, loss: 1.8759, grad_norm: 4.0215 2021-01-30 00:53:03,423 - mmaction - INFO - Epoch [42][80/3757] lr: 1.000e-03, eta: 1 day, 7:15:07, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7906, loss_cls: 1.7884, loss: 1.7884, grad_norm: 3.7887 2021-01-30 00:53:07,706 - mmaction - INFO - Epoch [42][100/3757] lr: 1.000e-03, eta: 1 day, 7:14:49, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7977, loss_cls: 1.8379, loss: 1.8379, grad_norm: 3.9319 2021-01-30 00:53:11,853 - mmaction - INFO - Epoch [42][120/3757] lr: 1.000e-03, eta: 1 day, 7:14:30, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7961, loss_cls: 1.8154, loss: 1.8154, grad_norm: 3.9413 2021-01-30 00:53:16,003 - mmaction - INFO - Epoch [42][140/3757] lr: 1.000e-03, eta: 1 day, 7:14:11, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8148, loss_cls: 1.7473, loss: 1.7473, grad_norm: 3.8431 2021-01-30 00:53:20,277 - mmaction - INFO - Epoch [42][160/3757] lr: 1.000e-03, eta: 1 day, 7:13:52, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.5414, top5_acc: 0.7953, loss_cls: 1.8620, loss: 1.8620, grad_norm: 3.8925 2021-01-30 00:53:24,419 - mmaction - INFO - Epoch [42][180/3757] lr: 1.000e-03, eta: 1 day, 7:13:34, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7750, loss_cls: 1.8972, loss: 1.8972, grad_norm: 3.8750 2021-01-30 00:53:28,555 - mmaction - INFO - Epoch [42][200/3757] lr: 1.000e-03, eta: 1 day, 7:13:15, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.7935, loss: 1.7935, grad_norm: 3.7934 2021-01-30 00:53:32,820 - mmaction - INFO - Epoch [42][220/3757] lr: 1.000e-03, eta: 1 day, 7:12:56, time: 0.213, data_time: 0.005, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7906, loss_cls: 1.7985, loss: 1.7985, grad_norm: 3.8327 2021-01-30 00:53:37,014 - mmaction - INFO - Epoch [42][240/3757] lr: 1.000e-03, eta: 1 day, 7:12:38, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8086, loss_cls: 1.7793, loss: 1.7793, grad_norm: 3.8794 2021-01-30 00:53:41,400 - mmaction - INFO - Epoch [42][260/3757] lr: 1.000e-03, eta: 1 day, 7:12:19, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7914, loss_cls: 1.8736, loss: 1.8736, grad_norm: 3.9374 2021-01-30 00:53:45,550 - mmaction - INFO - Epoch [42][280/3757] lr: 1.000e-03, eta: 1 day, 7:12:00, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7773, loss_cls: 1.8852, loss: 1.8852, grad_norm: 3.8786 2021-01-30 00:53:49,767 - mmaction - INFO - Epoch [42][300/3757] lr: 1.000e-03, eta: 1 day, 7:11:42, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7758, loss_cls: 1.8840, loss: 1.8840, grad_norm: 3.9478 2021-01-30 00:53:53,968 - mmaction - INFO - Epoch [42][320/3757] lr: 1.000e-03, eta: 1 day, 7:11:23, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.7417, loss: 1.7417, grad_norm: 3.7694 2021-01-30 00:53:58,221 - mmaction - INFO - Epoch [42][340/3757] lr: 1.000e-03, eta: 1 day, 7:11:04, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5461, top5_acc: 0.7836, loss_cls: 1.8639, loss: 1.8639, grad_norm: 3.9286 2021-01-30 00:54:02,537 - mmaction - INFO - Epoch [42][360/3757] lr: 1.000e-03, eta: 1 day, 7:10:46, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7891, loss_cls: 1.8426, loss: 1.8426, grad_norm: 3.8054 2021-01-30 00:54:06,846 - mmaction - INFO - Epoch [42][380/3757] lr: 1.000e-03, eta: 1 day, 7:10:27, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7961, loss_cls: 1.8496, loss: 1.8496, grad_norm: 3.9227 2021-01-30 00:54:11,108 - mmaction - INFO - Epoch [42][400/3757] lr: 1.000e-03, eta: 1 day, 7:10:09, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5398, top5_acc: 0.7750, loss_cls: 1.9292, loss: 1.9292, grad_norm: 3.9562 2021-01-30 00:54:15,411 - mmaction - INFO - Epoch [42][420/3757] lr: 1.000e-03, eta: 1 day, 7:09:50, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7906, loss_cls: 1.8354, loss: 1.8354, grad_norm: 3.9057 2021-01-30 00:54:19,839 - mmaction - INFO - Epoch [42][440/3757] lr: 1.000e-03, eta: 1 day, 7:09:32, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5320, top5_acc: 0.7672, loss_cls: 1.9650, loss: 1.9650, grad_norm: 3.9044 2021-01-30 00:54:24,177 - mmaction - INFO - Epoch [42][460/3757] lr: 1.000e-03, eta: 1 day, 7:09:14, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7773, loss_cls: 1.9197, loss: 1.9197, grad_norm: 3.8923 2021-01-30 00:54:28,593 - mmaction - INFO - Epoch [42][480/3757] lr: 1.000e-03, eta: 1 day, 7:08:55, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.7988, loss: 1.7988, grad_norm: 3.7840 2021-01-30 00:54:33,093 - mmaction - INFO - Epoch [42][500/3757] lr: 1.000e-03, eta: 1 day, 7:08:37, time: 0.225, data_time: 0.000, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7852, loss_cls: 1.8233, loss: 1.8233, grad_norm: 3.8212 2021-01-30 00:54:37,538 - mmaction - INFO - Epoch [42][520/3757] lr: 1.000e-03, eta: 1 day, 7:08:19, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.5445, top5_acc: 0.7984, loss_cls: 1.8639, loss: 1.8639, grad_norm: 3.8449 2021-01-30 00:54:42,143 - mmaction - INFO - Epoch [42][540/3757] lr: 1.000e-03, eta: 1 day, 7:08:01, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7812, loss_cls: 1.8774, loss: 1.8774, grad_norm: 3.8995 2021-01-30 00:54:47,236 - mmaction - INFO - Epoch [42][560/3757] lr: 1.000e-03, eta: 1 day, 7:07:43, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7969, loss_cls: 1.8077, loss: 1.8077, grad_norm: 3.8388 2021-01-30 00:54:51,767 - mmaction - INFO - Epoch [42][580/3757] lr: 1.000e-03, eta: 1 day, 7:07:25, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7984, loss_cls: 1.7957, loss: 1.7957, grad_norm: 3.9027 2021-01-30 00:54:56,898 - mmaction - INFO - Epoch [42][600/3757] lr: 1.000e-03, eta: 1 day, 7:07:08, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7836, loss_cls: 1.8924, loss: 1.8924, grad_norm: 3.8677 2021-01-30 00:55:01,640 - mmaction - INFO - Epoch [42][620/3757] lr: 1.000e-03, eta: 1 day, 7:06:50, time: 0.237, data_time: 0.000, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7836, loss_cls: 1.9264, loss: 1.9264, grad_norm: 3.9286 2021-01-30 00:55:06,382 - mmaction - INFO - Epoch [42][640/3757] lr: 1.000e-03, eta: 1 day, 7:06:32, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7766, loss_cls: 1.8803, loss: 1.8803, grad_norm: 3.8063 2021-01-30 00:55:11,026 - mmaction - INFO - Epoch [42][660/3757] lr: 1.000e-03, eta: 1 day, 7:06:14, time: 0.232, data_time: 0.002, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7984, loss_cls: 1.8104, loss: 1.8104, grad_norm: 3.8246 2021-01-30 00:55:16,333 - mmaction - INFO - Epoch [42][680/3757] lr: 1.000e-03, eta: 1 day, 7:05:57, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7906, loss_cls: 1.8641, loss: 1.8641, grad_norm: 3.8309 2021-01-30 00:55:21,424 - mmaction - INFO - Epoch [42][700/3757] lr: 1.000e-03, eta: 1 day, 7:05:40, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7867, loss_cls: 1.8164, loss: 1.8164, grad_norm: 3.8758 2021-01-30 00:55:26,444 - mmaction - INFO - Epoch [42][720/3757] lr: 1.000e-03, eta: 1 day, 7:05:22, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8031, loss_cls: 1.7599, loss: 1.7599, grad_norm: 3.7287 2021-01-30 00:55:32,129 - mmaction - INFO - Epoch [42][740/3757] lr: 1.000e-03, eta: 1 day, 7:05:06, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7992, loss_cls: 1.8455, loss: 1.8455, grad_norm: 3.9955 2021-01-30 00:55:37,155 - mmaction - INFO - Epoch [42][760/3757] lr: 1.000e-03, eta: 1 day, 7:04:49, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7922, loss_cls: 1.8089, loss: 1.8089, grad_norm: 3.9022 2021-01-30 00:55:43,219 - mmaction - INFO - Epoch [42][780/3757] lr: 1.000e-03, eta: 1 day, 7:04:33, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7922, loss_cls: 1.7997, loss: 1.7997, grad_norm: 3.8571 2021-01-30 00:55:48,262 - mmaction - INFO - Epoch [42][800/3757] lr: 1.000e-03, eta: 1 day, 7:04:15, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8031, loss_cls: 1.8204, loss: 1.8204, grad_norm: 3.8863 2021-01-30 00:55:53,535 - mmaction - INFO - Epoch [42][820/3757] lr: 1.000e-03, eta: 1 day, 7:03:58, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7836, loss_cls: 1.8802, loss: 1.8802, grad_norm: 3.8726 2021-01-30 00:55:58,875 - mmaction - INFO - Epoch [42][840/3757] lr: 1.000e-03, eta: 1 day, 7:03:41, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5414, top5_acc: 0.7672, loss_cls: 1.9446, loss: 1.9446, grad_norm: 3.9574 2021-01-30 00:56:03,849 - mmaction - INFO - Epoch [42][860/3757] lr: 1.000e-03, eta: 1 day, 7:03:24, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 1.9314, loss: 1.9314, grad_norm: 3.8806 2021-01-30 00:56:09,368 - mmaction - INFO - Epoch [42][880/3757] lr: 1.000e-03, eta: 1 day, 7:03:07, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7750, loss_cls: 1.8461, loss: 1.8461, grad_norm: 3.7684 2021-01-30 00:56:14,998 - mmaction - INFO - Epoch [42][900/3757] lr: 1.000e-03, eta: 1 day, 7:02:51, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7906, loss_cls: 1.8397, loss: 1.8397, grad_norm: 3.7787 2021-01-30 00:56:20,770 - mmaction - INFO - Epoch [42][920/3757] lr: 1.000e-03, eta: 1 day, 7:02:34, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7977, loss_cls: 1.8365, loss: 1.8365, grad_norm: 3.8746 2021-01-30 00:56:27,084 - mmaction - INFO - Epoch [42][940/3757] lr: 1.000e-03, eta: 1 day, 7:02:19, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5430, top5_acc: 0.7844, loss_cls: 1.8786, loss: 1.8786, grad_norm: 3.9043 2021-01-30 00:56:32,468 - mmaction - INFO - Epoch [42][960/3757] lr: 1.000e-03, eta: 1 day, 7:02:02, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7750, loss_cls: 1.9236, loss: 1.9236, grad_norm: 3.8494 2021-01-30 00:56:37,697 - mmaction - INFO - Epoch [42][980/3757] lr: 1.000e-03, eta: 1 day, 7:01:45, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.8865, loss: 1.8865, grad_norm: 3.8500 2021-01-30 00:56:43,220 - mmaction - INFO - Epoch [42][1000/3757] lr: 1.000e-03, eta: 1 day, 7:01:28, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7906, loss_cls: 1.8520, loss: 1.8520, grad_norm: 3.8052 2021-01-30 00:56:48,688 - mmaction - INFO - Epoch [42][1020/3757] lr: 1.000e-03, eta: 1 day, 7:01:11, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.7897, loss: 1.7897, grad_norm: 3.7610 2021-01-30 00:56:54,307 - mmaction - INFO - Epoch [42][1040/3757] lr: 1.000e-03, eta: 1 day, 7:00:55, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7883, loss_cls: 1.8218, loss: 1.8218, grad_norm: 3.7280 2021-01-30 00:56:59,278 - mmaction - INFO - Epoch [42][1060/3757] lr: 1.000e-03, eta: 1 day, 7:00:37, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9424, loss: 1.9424, grad_norm: 3.9396 2021-01-30 00:57:04,923 - mmaction - INFO - Epoch [42][1080/3757] lr: 1.000e-03, eta: 1 day, 7:00:21, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7883, loss_cls: 1.8360, loss: 1.8360, grad_norm: 3.8162 2021-01-30 00:57:10,403 - mmaction - INFO - Epoch [42][1100/3757] lr: 1.000e-03, eta: 1 day, 7:00:04, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7883, loss_cls: 1.8746, loss: 1.8746, grad_norm: 3.8757 2021-01-30 00:57:16,638 - mmaction - INFO - Epoch [42][1120/3757] lr: 1.000e-03, eta: 1 day, 6:59:48, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7898, loss_cls: 1.8601, loss: 1.8601, grad_norm: 3.8523 2021-01-30 00:57:21,725 - mmaction - INFO - Epoch [42][1140/3757] lr: 1.000e-03, eta: 1 day, 6:59:31, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7953, loss_cls: 1.8137, loss: 1.8137, grad_norm: 3.8503 2021-01-30 00:57:28,108 - mmaction - INFO - Epoch [42][1160/3757] lr: 1.000e-03, eta: 1 day, 6:59:16, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7695, loss_cls: 1.8943, loss: 1.8943, grad_norm: 3.9190 2021-01-30 00:57:33,860 - mmaction - INFO - Epoch [42][1180/3757] lr: 1.000e-03, eta: 1 day, 6:58:59, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7867, loss_cls: 1.8094, loss: 1.8094, grad_norm: 3.9650 2021-01-30 00:57:39,381 - mmaction - INFO - Epoch [42][1200/3757] lr: 1.000e-03, eta: 1 day, 6:58:43, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7805, loss_cls: 1.8460, loss: 1.8460, grad_norm: 3.7419 2021-01-30 00:57:44,540 - mmaction - INFO - Epoch [42][1220/3757] lr: 1.000e-03, eta: 1 day, 6:58:26, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.8028, loss: 1.8028, grad_norm: 3.8119 2021-01-30 00:57:50,340 - mmaction - INFO - Epoch [42][1240/3757] lr: 1.000e-03, eta: 1 day, 6:58:09, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7852, loss_cls: 1.8601, loss: 1.8601, grad_norm: 3.9742 2021-01-30 00:57:56,495 - mmaction - INFO - Epoch [42][1260/3757] lr: 1.000e-03, eta: 1 day, 6:57:54, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7977, loss_cls: 1.8225, loss: 1.8225, grad_norm: 3.8516 2021-01-30 00:58:02,561 - mmaction - INFO - Epoch [42][1280/3757] lr: 1.000e-03, eta: 1 day, 6:57:38, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5445, top5_acc: 0.7656, loss_cls: 1.9838, loss: 1.9838, grad_norm: 3.9978 2021-01-30 00:58:07,868 - mmaction - INFO - Epoch [42][1300/3757] lr: 1.000e-03, eta: 1 day, 6:57:21, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7891, loss_cls: 1.8170, loss: 1.8170, grad_norm: 3.8099 2021-01-30 00:58:14,256 - mmaction - INFO - Epoch [42][1320/3757] lr: 1.000e-03, eta: 1 day, 6:57:05, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.9080, loss: 1.9080, grad_norm: 3.8284 2021-01-30 00:58:20,068 - mmaction - INFO - Epoch [42][1340/3757] lr: 1.000e-03, eta: 1 day, 6:56:49, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8080, loss: 1.8080, grad_norm: 3.8479 2021-01-30 00:58:25,709 - mmaction - INFO - Epoch [42][1360/3757] lr: 1.000e-03, eta: 1 day, 6:56:33, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7828, loss_cls: 1.8764, loss: 1.8764, grad_norm: 3.8628 2021-01-30 00:58:31,288 - mmaction - INFO - Epoch [42][1380/3757] lr: 1.000e-03, eta: 1 day, 6:56:16, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7906, loss_cls: 1.8448, loss: 1.8448, grad_norm: 3.8952 2021-01-30 00:58:36,582 - mmaction - INFO - Epoch [42][1400/3757] lr: 1.000e-03, eta: 1 day, 6:55:59, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7914, loss_cls: 1.8599, loss: 1.8599, grad_norm: 3.7932 2021-01-30 00:58:42,229 - mmaction - INFO - Epoch [42][1420/3757] lr: 1.000e-03, eta: 1 day, 6:55:43, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7773, loss_cls: 1.8651, loss: 1.8651, grad_norm: 3.8760 2021-01-30 00:58:47,672 - mmaction - INFO - Epoch [42][1440/3757] lr: 1.000e-03, eta: 1 day, 6:55:26, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7891, loss_cls: 1.8249, loss: 1.8249, grad_norm: 3.8121 2021-01-30 00:58:53,411 - mmaction - INFO - Epoch [42][1460/3757] lr: 1.000e-03, eta: 1 day, 6:55:10, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.8140, loss: 1.8140, grad_norm: 3.9396 2021-01-30 00:58:59,150 - mmaction - INFO - Epoch [42][1480/3757] lr: 1.000e-03, eta: 1 day, 6:54:54, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8078, loss_cls: 1.7911, loss: 1.7911, grad_norm: 3.8432 2021-01-30 00:59:04,706 - mmaction - INFO - Epoch [42][1500/3757] lr: 1.000e-03, eta: 1 day, 6:54:37, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5633, top5_acc: 0.8008, loss_cls: 1.8149, loss: 1.8149, grad_norm: 3.8721 2021-01-30 00:59:10,887 - mmaction - INFO - Epoch [42][1520/3757] lr: 1.000e-03, eta: 1 day, 6:54:21, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7750, loss_cls: 1.8846, loss: 1.8846, grad_norm: 3.9119 2021-01-30 00:59:16,368 - mmaction - INFO - Epoch [42][1540/3757] lr: 1.000e-03, eta: 1 day, 6:54:05, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7682, loss: 1.7682, grad_norm: 3.7371 2021-01-30 00:59:22,396 - mmaction - INFO - Epoch [42][1560/3757] lr: 1.000e-03, eta: 1 day, 6:53:49, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.8525, loss: 1.8525, grad_norm: 3.8812 2021-01-30 00:59:28,534 - mmaction - INFO - Epoch [42][1580/3757] lr: 1.000e-03, eta: 1 day, 6:53:33, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7867, loss_cls: 1.8652, loss: 1.8652, grad_norm: 3.9723 2021-01-30 00:59:33,799 - mmaction - INFO - Epoch [42][1600/3757] lr: 1.000e-03, eta: 1 day, 6:53:16, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7883, loss_cls: 1.8138, loss: 1.8138, grad_norm: 3.8716 2021-01-30 00:59:39,118 - mmaction - INFO - Epoch [42][1620/3757] lr: 1.000e-03, eta: 1 day, 6:52:59, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7565, loss: 1.7565, grad_norm: 3.8580 2021-01-30 00:59:44,831 - mmaction - INFO - Epoch [42][1640/3757] lr: 1.000e-03, eta: 1 day, 6:52:43, time: 0.285, data_time: 0.000, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7695, loss_cls: 1.9405, loss: 1.9405, grad_norm: 3.9622 2021-01-30 00:59:50,584 - mmaction - INFO - Epoch [42][1660/3757] lr: 1.000e-03, eta: 1 day, 6:52:27, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7977, loss_cls: 1.8330, loss: 1.8330, grad_norm: 3.8453 2021-01-30 00:59:56,738 - mmaction - INFO - Epoch [42][1680/3757] lr: 1.000e-03, eta: 1 day, 6:52:11, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5336, top5_acc: 0.7609, loss_cls: 2.0002, loss: 2.0002, grad_norm: 3.9848 2021-01-30 01:00:02,398 - mmaction - INFO - Epoch [42][1700/3757] lr: 1.000e-03, eta: 1 day, 6:51:55, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5430, top5_acc: 0.7742, loss_cls: 1.9369, loss: 1.9369, grad_norm: 3.8159 2021-01-30 01:00:08,049 - mmaction - INFO - Epoch [42][1720/3757] lr: 1.000e-03, eta: 1 day, 6:51:38, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7797, loss_cls: 1.8538, loss: 1.8538, grad_norm: 3.8106 2021-01-30 01:00:13,689 - mmaction - INFO - Epoch [42][1740/3757] lr: 1.000e-03, eta: 1 day, 6:51:22, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7812, loss_cls: 1.8937, loss: 1.8937, grad_norm: 3.8657 2021-01-30 01:00:19,751 - mmaction - INFO - Epoch [42][1760/3757] lr: 1.000e-03, eta: 1 day, 6:51:06, time: 0.303, data_time: 0.005, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7766, loss_cls: 1.8702, loss: 1.8702, grad_norm: 3.8525 2021-01-30 01:00:25,527 - mmaction - INFO - Epoch [42][1780/3757] lr: 1.000e-03, eta: 1 day, 6:50:50, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7797, loss_cls: 1.9087, loss: 1.9087, grad_norm: 3.8922 2021-01-30 01:00:31,756 - mmaction - INFO - Epoch [42][1800/3757] lr: 1.000e-03, eta: 1 day, 6:50:34, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.7775, loss: 1.7775, grad_norm: 3.8065 2021-01-30 01:00:38,529 - mmaction - INFO - Epoch [42][1820/3757] lr: 1.000e-03, eta: 1 day, 6:50:19, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7969, loss_cls: 1.7897, loss: 1.7897, grad_norm: 3.8166 2021-01-30 01:00:44,731 - mmaction - INFO - Epoch [42][1840/3757] lr: 1.000e-03, eta: 1 day, 6:50:04, time: 0.315, data_time: 0.006, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7977, loss_cls: 1.7879, loss: 1.7879, grad_norm: 3.7891 2021-01-30 01:00:50,018 - mmaction - INFO - Epoch [42][1860/3757] lr: 1.000e-03, eta: 1 day, 6:49:47, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7875, loss_cls: 1.8383, loss: 1.8383, grad_norm: 3.8842 2021-01-30 01:00:55,539 - mmaction - INFO - Epoch [42][1880/3757] lr: 1.000e-03, eta: 1 day, 6:49:30, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7805, loss_cls: 1.8261, loss: 1.8261, grad_norm: 3.9135 2021-01-30 01:01:01,612 - mmaction - INFO - Epoch [42][1900/3757] lr: 1.000e-03, eta: 1 day, 6:49:15, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7891, loss_cls: 1.7775, loss: 1.7775, grad_norm: 3.8354 2021-01-30 01:01:07,143 - mmaction - INFO - Epoch [42][1920/3757] lr: 1.000e-03, eta: 1 day, 6:48:58, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7945, loss_cls: 1.8384, loss: 1.8384, grad_norm: 3.9165 2021-01-30 01:01:12,530 - mmaction - INFO - Epoch [42][1940/3757] lr: 1.000e-03, eta: 1 day, 6:48:41, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7797, loss_cls: 1.9154, loss: 1.9154, grad_norm: 3.9434 2021-01-30 01:01:18,447 - mmaction - INFO - Epoch [42][1960/3757] lr: 1.000e-03, eta: 1 day, 6:48:25, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7937, loss_cls: 1.7990, loss: 1.7990, grad_norm: 3.8566 2021-01-30 01:01:23,957 - mmaction - INFO - Epoch [42][1980/3757] lr: 1.000e-03, eta: 1 day, 6:48:09, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7719, loss_cls: 1.8339, loss: 1.8339, grad_norm: 3.8807 2021-01-30 01:01:29,752 - mmaction - INFO - Epoch [42][2000/3757] lr: 1.000e-03, eta: 1 day, 6:47:53, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7937, loss_cls: 1.8150, loss: 1.8150, grad_norm: 3.8788 2021-01-30 01:01:35,511 - mmaction - INFO - Epoch [42][2020/3757] lr: 1.000e-03, eta: 1 day, 6:47:36, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7875, loss_cls: 1.8708, loss: 1.8708, grad_norm: 3.9252 2021-01-30 01:01:41,520 - mmaction - INFO - Epoch [42][2040/3757] lr: 1.000e-03, eta: 1 day, 6:47:21, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5437, top5_acc: 0.7820, loss_cls: 1.9057, loss: 1.9057, grad_norm: 3.9831 2021-01-30 01:01:46,763 - mmaction - INFO - Epoch [42][2060/3757] lr: 1.000e-03, eta: 1 day, 6:47:04, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7805, loss_cls: 1.8861, loss: 1.8861, grad_norm: 3.8684 2021-01-30 01:01:52,288 - mmaction - INFO - Epoch [42][2080/3757] lr: 1.000e-03, eta: 1 day, 6:46:47, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5586, top5_acc: 0.8008, loss_cls: 1.7881, loss: 1.7881, grad_norm: 3.8635 2021-01-30 01:01:57,727 - mmaction - INFO - Epoch [42][2100/3757] lr: 1.000e-03, eta: 1 day, 6:46:31, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7992, loss_cls: 1.8317, loss: 1.8317, grad_norm: 3.8932 2021-01-30 01:02:03,741 - mmaction - INFO - Epoch [42][2120/3757] lr: 1.000e-03, eta: 1 day, 6:46:15, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7859, loss_cls: 1.8687, loss: 1.8687, grad_norm: 3.9024 2021-01-30 01:02:09,410 - mmaction - INFO - Epoch [42][2140/3757] lr: 1.000e-03, eta: 1 day, 6:45:58, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7727, loss_cls: 1.9228, loss: 1.9228, grad_norm: 3.9072 2021-01-30 01:02:14,772 - mmaction - INFO - Epoch [42][2160/3757] lr: 1.000e-03, eta: 1 day, 6:45:42, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8180, loss_cls: 1.7220, loss: 1.7220, grad_norm: 3.8227 2021-01-30 01:02:20,788 - mmaction - INFO - Epoch [42][2180/3757] lr: 1.000e-03, eta: 1 day, 6:45:26, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7836, loss_cls: 1.8969, loss: 1.8969, grad_norm: 3.9422 2021-01-30 01:02:27,199 - mmaction - INFO - Epoch [42][2200/3757] lr: 1.000e-03, eta: 1 day, 6:45:11, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7758, loss_cls: 1.9494, loss: 1.9494, grad_norm: 3.9783 2021-01-30 01:02:33,115 - mmaction - INFO - Epoch [42][2220/3757] lr: 1.000e-03, eta: 1 day, 6:44:55, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8278, loss: 1.8278, grad_norm: 3.9018 2021-01-30 01:02:38,443 - mmaction - INFO - Epoch [42][2240/3757] lr: 1.000e-03, eta: 1 day, 6:44:38, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7906, loss_cls: 1.8568, loss: 1.8568, grad_norm: 3.8714 2021-01-30 01:02:44,401 - mmaction - INFO - Epoch [42][2260/3757] lr: 1.000e-03, eta: 1 day, 6:44:22, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7789, loss_cls: 1.9145, loss: 1.9145, grad_norm: 3.9182 2021-01-30 01:02:51,585 - mmaction - INFO - Epoch [42][2280/3757] lr: 1.000e-03, eta: 1 day, 6:44:08, time: 0.360, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7969, loss_cls: 1.8211, loss: 1.8211, grad_norm: 3.8285 2021-01-30 01:02:57,485 - mmaction - INFO - Epoch [42][2300/3757] lr: 1.000e-03, eta: 1 day, 6:43:52, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7961, loss_cls: 1.8293, loss: 1.8293, grad_norm: 3.8666 2021-01-30 01:03:03,209 - mmaction - INFO - Epoch [42][2320/3757] lr: 1.000e-03, eta: 1 day, 6:43:36, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7977, loss_cls: 1.8295, loss: 1.8295, grad_norm: 3.8919 2021-01-30 01:03:08,568 - mmaction - INFO - Epoch [42][2340/3757] lr: 1.000e-03, eta: 1 day, 6:43:19, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.7939, loss: 1.7939, grad_norm: 3.8387 2021-01-30 01:03:14,702 - mmaction - INFO - Epoch [42][2360/3757] lr: 1.000e-03, eta: 1 day, 6:43:03, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7867, loss_cls: 1.8425, loss: 1.8425, grad_norm: 3.9486 2021-01-30 01:03:20,289 - mmaction - INFO - Epoch [42][2380/3757] lr: 1.000e-03, eta: 1 day, 6:42:47, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8526, loss: 1.8526, grad_norm: 3.9182 2021-01-30 01:03:26,025 - mmaction - INFO - Epoch [42][2400/3757] lr: 1.000e-03, eta: 1 day, 6:42:31, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.8094, loss_cls: 1.7200, loss: 1.7200, grad_norm: 3.7958 2021-01-30 01:03:31,927 - mmaction - INFO - Epoch [42][2420/3757] lr: 1.000e-03, eta: 1 day, 6:42:15, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8055, loss_cls: 1.7634, loss: 1.7634, grad_norm: 3.8613 2021-01-30 01:03:37,911 - mmaction - INFO - Epoch [42][2440/3757] lr: 1.000e-03, eta: 1 day, 6:41:59, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7992, loss_cls: 1.8265, loss: 1.8265, grad_norm: 3.9142 2021-01-30 01:03:43,843 - mmaction - INFO - Epoch [42][2460/3757] lr: 1.000e-03, eta: 1 day, 6:41:43, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8039, loss_cls: 1.7028, loss: 1.7028, grad_norm: 3.7492 2021-01-30 01:03:49,862 - mmaction - INFO - Epoch [42][2480/3757] lr: 1.000e-03, eta: 1 day, 6:41:27, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7953, loss_cls: 1.8350, loss: 1.8350, grad_norm: 4.0368 2021-01-30 01:03:55,912 - mmaction - INFO - Epoch [42][2500/3757] lr: 1.000e-03, eta: 1 day, 6:41:12, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.8012, loss: 1.8012, grad_norm: 3.8947 2021-01-30 01:04:01,524 - mmaction - INFO - Epoch [42][2520/3757] lr: 1.000e-03, eta: 1 day, 6:40:55, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7859, loss_cls: 1.8389, loss: 1.8389, grad_norm: 3.8363 2021-01-30 01:04:07,044 - mmaction - INFO - Epoch [42][2540/3757] lr: 1.000e-03, eta: 1 day, 6:40:39, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7891, loss_cls: 1.8632, loss: 1.8632, grad_norm: 4.0191 2021-01-30 01:04:12,751 - mmaction - INFO - Epoch [42][2560/3757] lr: 1.000e-03, eta: 1 day, 6:40:23, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8227, loss_cls: 1.7013, loss: 1.7013, grad_norm: 3.7243 2021-01-30 01:04:17,871 - mmaction - INFO - Epoch [42][2580/3757] lr: 1.000e-03, eta: 1 day, 6:40:06, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.8016, loss_cls: 1.8150, loss: 1.8150, grad_norm: 3.9675 2021-01-30 01:04:24,064 - mmaction - INFO - Epoch [42][2600/3757] lr: 1.000e-03, eta: 1 day, 6:39:50, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7556, loss: 1.7556, grad_norm: 3.8862 2021-01-30 01:04:29,485 - mmaction - INFO - Epoch [42][2620/3757] lr: 1.000e-03, eta: 1 day, 6:39:33, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7984, loss_cls: 1.7814, loss: 1.7814, grad_norm: 3.9045 2021-01-30 01:04:35,456 - mmaction - INFO - Epoch [42][2640/3757] lr: 1.000e-03, eta: 1 day, 6:39:18, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8109, loss_cls: 1.7273, loss: 1.7273, grad_norm: 3.8643 2021-01-30 01:04:41,356 - mmaction - INFO - Epoch [42][2660/3757] lr: 1.000e-03, eta: 1 day, 6:39:02, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7969, loss_cls: 1.7943, loss: 1.7943, grad_norm: 3.9594 2021-01-30 01:04:47,519 - mmaction - INFO - Epoch [42][2680/3757] lr: 1.000e-03, eta: 1 day, 6:38:46, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7836, loss_cls: 1.8847, loss: 1.8847, grad_norm: 3.9464 2021-01-30 01:04:53,126 - mmaction - INFO - Epoch [42][2700/3757] lr: 1.000e-03, eta: 1 day, 6:38:30, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7961, loss_cls: 1.7255, loss: 1.7255, grad_norm: 3.8006 2021-01-30 01:04:59,433 - mmaction - INFO - Epoch [42][2720/3757] lr: 1.000e-03, eta: 1 day, 6:38:15, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7820, loss_cls: 1.8916, loss: 1.8916, grad_norm: 3.9134 2021-01-30 01:05:04,901 - mmaction - INFO - Epoch [42][2740/3757] lr: 1.000e-03, eta: 1 day, 6:37:58, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7953, loss_cls: 1.7609, loss: 1.7609, grad_norm: 3.7922 2021-01-30 01:05:10,434 - mmaction - INFO - Epoch [42][2760/3757] lr: 1.000e-03, eta: 1 day, 6:37:42, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7836, loss_cls: 1.8798, loss: 1.8798, grad_norm: 4.0273 2021-01-30 01:05:16,103 - mmaction - INFO - Epoch [42][2780/3757] lr: 1.000e-03, eta: 1 day, 6:37:25, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7906, loss_cls: 1.8370, loss: 1.8370, grad_norm: 3.8928 2021-01-30 01:05:22,176 - mmaction - INFO - Epoch [42][2800/3757] lr: 1.000e-03, eta: 1 day, 6:37:10, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7937, loss_cls: 1.7956, loss: 1.7956, grad_norm: 3.9403 2021-01-30 01:05:28,216 - mmaction - INFO - Epoch [42][2820/3757] lr: 1.000e-03, eta: 1 day, 6:36:54, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.8941, loss: 1.8941, grad_norm: 3.8778 2021-01-30 01:05:33,751 - mmaction - INFO - Epoch [42][2840/3757] lr: 1.000e-03, eta: 1 day, 6:36:38, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8102, loss_cls: 1.7533, loss: 1.7533, grad_norm: 3.8477 2021-01-30 01:05:40,230 - mmaction - INFO - Epoch [42][2860/3757] lr: 1.000e-03, eta: 1 day, 6:36:23, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7828, loss_cls: 1.8411, loss: 1.8411, grad_norm: 3.9345 2021-01-30 01:05:45,583 - mmaction - INFO - Epoch [42][2880/3757] lr: 1.000e-03, eta: 1 day, 6:36:06, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7977, loss_cls: 1.7807, loss: 1.7807, grad_norm: 3.8629 2021-01-30 01:05:51,221 - mmaction - INFO - Epoch [42][2900/3757] lr: 1.000e-03, eta: 1 day, 6:35:50, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7914, loss_cls: 1.8304, loss: 1.8304, grad_norm: 3.9226 2021-01-30 01:05:57,387 - mmaction - INFO - Epoch [42][2920/3757] lr: 1.000e-03, eta: 1 day, 6:35:34, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.8391, loss: 1.8391, grad_norm: 3.9289 2021-01-30 01:06:03,251 - mmaction - INFO - Epoch [42][2940/3757] lr: 1.000e-03, eta: 1 day, 6:35:18, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7844, loss_cls: 1.8731, loss: 1.8731, grad_norm: 3.9018 2021-01-30 01:06:09,094 - mmaction - INFO - Epoch [42][2960/3757] lr: 1.000e-03, eta: 1 day, 6:35:02, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5398, top5_acc: 0.7602, loss_cls: 2.0075, loss: 2.0075, grad_norm: 4.0253 2021-01-30 01:06:14,906 - mmaction - INFO - Epoch [42][2980/3757] lr: 1.000e-03, eta: 1 day, 6:34:46, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7961, loss_cls: 1.8038, loss: 1.8038, grad_norm: 3.7647 2021-01-30 01:06:20,745 - mmaction - INFO - Epoch [42][3000/3757] lr: 1.000e-03, eta: 1 day, 6:34:30, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8016, loss_cls: 1.7947, loss: 1.7947, grad_norm: 3.9387 2021-01-30 01:06:25,784 - mmaction - INFO - Epoch [42][3020/3757] lr: 1.000e-03, eta: 1 day, 6:34:13, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7977, loss_cls: 1.8539, loss: 1.8539, grad_norm: 4.0041 2021-01-30 01:06:31,414 - mmaction - INFO - Epoch [42][3040/3757] lr: 1.000e-03, eta: 1 day, 6:33:57, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7766, loss_cls: 1.8900, loss: 1.8900, grad_norm: 3.9109 2021-01-30 01:06:37,335 - mmaction - INFO - Epoch [42][3060/3757] lr: 1.000e-03, eta: 1 day, 6:33:41, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7680, loss_cls: 1.8766, loss: 1.8766, grad_norm: 3.9283 2021-01-30 01:06:43,484 - mmaction - INFO - Epoch [42][3080/3757] lr: 1.000e-03, eta: 1 day, 6:33:26, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7727, loss_cls: 1.9161, loss: 1.9161, grad_norm: 3.9525 2021-01-30 01:06:48,905 - mmaction - INFO - Epoch [42][3100/3757] lr: 1.000e-03, eta: 1 day, 6:33:09, time: 0.271, data_time: 0.005, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7875, loss_cls: 1.8716, loss: 1.8716, grad_norm: 3.9773 2021-01-30 01:06:55,369 - mmaction - INFO - Epoch [42][3120/3757] lr: 1.000e-03, eta: 1 day, 6:32:54, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7945, loss_cls: 1.8192, loss: 1.8192, grad_norm: 3.9865 2021-01-30 01:07:00,968 - mmaction - INFO - Epoch [42][3140/3757] lr: 1.000e-03, eta: 1 day, 6:32:38, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7977, loss_cls: 1.8583, loss: 1.8583, grad_norm: 3.9347 2021-01-30 01:07:06,790 - mmaction - INFO - Epoch [42][3160/3757] lr: 1.000e-03, eta: 1 day, 6:32:22, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7906, loss_cls: 1.8493, loss: 1.8493, grad_norm: 3.9099 2021-01-30 01:07:12,553 - mmaction - INFO - Epoch [42][3180/3757] lr: 1.000e-03, eta: 1 day, 6:32:06, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7891, loss_cls: 1.8151, loss: 1.8151, grad_norm: 3.8456 2021-01-30 01:07:18,530 - mmaction - INFO - Epoch [42][3200/3757] lr: 1.000e-03, eta: 1 day, 6:31:50, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7836, loss_cls: 1.8580, loss: 1.8580, grad_norm: 3.9318 2021-01-30 01:07:24,533 - mmaction - INFO - Epoch [42][3220/3757] lr: 1.000e-03, eta: 1 day, 6:31:34, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7812, loss_cls: 1.8935, loss: 1.8935, grad_norm: 3.8952 2021-01-30 01:07:30,959 - mmaction - INFO - Epoch [42][3240/3757] lr: 1.000e-03, eta: 1 day, 6:31:19, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7773, loss_cls: 1.8476, loss: 1.8476, grad_norm: 3.8566 2021-01-30 01:07:37,269 - mmaction - INFO - Epoch [42][3260/3757] lr: 1.000e-03, eta: 1 day, 6:31:04, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7953, loss_cls: 1.8599, loss: 1.8599, grad_norm: 3.9500 2021-01-30 01:07:43,335 - mmaction - INFO - Epoch [42][3280/3757] lr: 1.000e-03, eta: 1 day, 6:30:48, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7812, loss_cls: 1.8146, loss: 1.8146, grad_norm: 3.7629 2021-01-30 01:07:49,098 - mmaction - INFO - Epoch [42][3300/3757] lr: 1.000e-03, eta: 1 day, 6:30:32, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7977, loss_cls: 1.8194, loss: 1.8194, grad_norm: 3.8467 2021-01-30 01:07:54,553 - mmaction - INFO - Epoch [42][3320/3757] lr: 1.000e-03, eta: 1 day, 6:30:16, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5328, top5_acc: 0.7891, loss_cls: 1.8565, loss: 1.8565, grad_norm: 3.8654 2021-01-30 01:08:00,790 - mmaction - INFO - Epoch [42][3340/3757] lr: 1.000e-03, eta: 1 day, 6:30:01, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7977, loss_cls: 1.8377, loss: 1.8377, grad_norm: 3.8518 2021-01-30 01:08:06,391 - mmaction - INFO - Epoch [42][3360/3757] lr: 1.000e-03, eta: 1 day, 6:29:44, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7812, loss_cls: 1.8641, loss: 1.8641, grad_norm: 4.0026 2021-01-30 01:08:11,877 - mmaction - INFO - Epoch [42][3380/3757] lr: 1.000e-03, eta: 1 day, 6:29:28, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8164, loss_cls: 1.7012, loss: 1.7012, grad_norm: 3.7562 2021-01-30 01:08:17,991 - mmaction - INFO - Epoch [42][3400/3757] lr: 1.000e-03, eta: 1 day, 6:29:12, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7844, loss_cls: 1.8307, loss: 1.8307, grad_norm: 4.0337 2021-01-30 01:08:23,503 - mmaction - INFO - Epoch [42][3420/3757] lr: 1.000e-03, eta: 1 day, 6:28:56, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7812, loss_cls: 1.8281, loss: 1.8281, grad_norm: 3.8927 2021-01-30 01:08:29,560 - mmaction - INFO - Epoch [42][3440/3757] lr: 1.000e-03, eta: 1 day, 6:28:40, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7969, loss_cls: 1.7852, loss: 1.7852, grad_norm: 3.9278 2021-01-30 01:08:35,229 - mmaction - INFO - Epoch [42][3460/3757] lr: 1.000e-03, eta: 1 day, 6:28:24, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5469, top5_acc: 0.7852, loss_cls: 1.9013, loss: 1.9013, grad_norm: 3.9764 2021-01-30 01:08:41,222 - mmaction - INFO - Epoch [42][3480/3757] lr: 1.000e-03, eta: 1 day, 6:28:09, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8148, loss_cls: 1.7096, loss: 1.7096, grad_norm: 3.8976 2021-01-30 01:08:47,337 - mmaction - INFO - Epoch [42][3500/3757] lr: 1.000e-03, eta: 1 day, 6:27:53, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8031, loss_cls: 1.7315, loss: 1.7315, grad_norm: 3.7951 2021-01-30 01:08:53,304 - mmaction - INFO - Epoch [42][3520/3757] lr: 1.000e-03, eta: 1 day, 6:27:37, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8039, loss_cls: 1.7826, loss: 1.7826, grad_norm: 3.8019 2021-01-30 01:08:59,319 - mmaction - INFO - Epoch [42][3540/3757] lr: 1.000e-03, eta: 1 day, 6:27:22, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7648, loss_cls: 1.8644, loss: 1.8644, grad_norm: 3.9307 2021-01-30 01:09:04,938 - mmaction - INFO - Epoch [42][3560/3757] lr: 1.000e-03, eta: 1 day, 6:27:06, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.8181, loss: 1.8181, grad_norm: 3.8784 2021-01-30 01:09:10,709 - mmaction - INFO - Epoch [42][3580/3757] lr: 1.000e-03, eta: 1 day, 6:26:50, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7898, loss_cls: 1.8448, loss: 1.8448, grad_norm: 3.8754 2021-01-30 01:09:15,977 - mmaction - INFO - Epoch [42][3600/3757] lr: 1.000e-03, eta: 1 day, 6:26:33, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 1.9034, loss: 1.9034, grad_norm: 3.9472 2021-01-30 01:09:21,479 - mmaction - INFO - Epoch [42][3620/3757] lr: 1.000e-03, eta: 1 day, 6:26:17, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7969, loss_cls: 1.7897, loss: 1.7897, grad_norm: 3.8420 2021-01-30 01:09:27,809 - mmaction - INFO - Epoch [42][3640/3757] lr: 1.000e-03, eta: 1 day, 6:26:01, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7891, loss_cls: 1.8187, loss: 1.8187, grad_norm: 3.8876 2021-01-30 01:09:33,443 - mmaction - INFO - Epoch [42][3660/3757] lr: 1.000e-03, eta: 1 day, 6:25:45, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7891, loss_cls: 1.8586, loss: 1.8586, grad_norm: 3.9185 2021-01-30 01:09:39,377 - mmaction - INFO - Epoch [42][3680/3757] lr: 1.000e-03, eta: 1 day, 6:25:29, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7750, loss_cls: 1.8907, loss: 1.8907, grad_norm: 3.9247 2021-01-30 01:09:45,194 - mmaction - INFO - Epoch [42][3700/3757] lr: 1.000e-03, eta: 1 day, 6:25:14, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8000, loss_cls: 1.7292, loss: 1.7292, grad_norm: 3.7587 2021-01-30 01:09:51,318 - mmaction - INFO - Epoch [42][3720/3757] lr: 1.000e-03, eta: 1 day, 6:24:58, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8008, loss_cls: 1.7917, loss: 1.7917, grad_norm: 3.8280 2021-01-30 01:09:58,170 - mmaction - INFO - Epoch [42][3740/3757] lr: 1.000e-03, eta: 1 day, 6:24:44, time: 0.343, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7937, loss_cls: 1.7979, loss: 1.7979, grad_norm: 3.9108 2021-01-30 01:10:20,185 - mmaction - INFO - Saving checkpoint at 42 epochs 2021-01-30 01:22:43,702 - mmaction - INFO - Epoch [43][20/3757] lr: 1.000e-03, eta: 1 day, 6:41:05, time: 37.159, data_time: 36.732, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7527, loss: 1.7527, grad_norm: 3.9119 2021-01-30 01:22:47,848 - mmaction - INFO - Epoch [43][40/3757] lr: 1.000e-03, eta: 1 day, 6:40:47, time: 0.215, data_time: 0.010, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7812, loss_cls: 1.8799, loss: 1.8799, grad_norm: 3.9249 2021-01-30 01:22:52,041 - mmaction - INFO - Epoch [43][60/3757] lr: 1.000e-03, eta: 1 day, 6:40:29, time: 0.210, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7045, loss: 1.7045, grad_norm: 3.8374 2021-01-30 01:22:56,147 - mmaction - INFO - Epoch [43][80/3757] lr: 1.000e-03, eta: 1 day, 6:40:10, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7969, loss_cls: 1.7656, loss: 1.7656, grad_norm: 3.9332 2021-01-30 01:23:00,343 - mmaction - INFO - Epoch [43][100/3757] lr: 1.000e-03, eta: 1 day, 6:39:52, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7875, loss_cls: 1.8244, loss: 1.8244, grad_norm: 3.9346 2021-01-30 01:23:04,500 - mmaction - INFO - Epoch [43][120/3757] lr: 1.000e-03, eta: 1 day, 6:39:34, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.7526, loss: 1.7526, grad_norm: 3.9036 2021-01-30 01:23:09,050 - mmaction - INFO - Epoch [43][140/3757] lr: 1.000e-03, eta: 1 day, 6:39:16, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7781, loss_cls: 1.8996, loss: 1.8996, grad_norm: 3.9982 2021-01-30 01:23:13,306 - mmaction - INFO - Epoch [43][160/3757] lr: 1.000e-03, eta: 1 day, 6:38:58, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8086, loss_cls: 1.7080, loss: 1.7080, grad_norm: 3.8135 2021-01-30 01:23:17,425 - mmaction - INFO - Epoch [43][180/3757] lr: 1.000e-03, eta: 1 day, 6:38:39, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7773, loss_cls: 1.8587, loss: 1.8587, grad_norm: 4.0409 2021-01-30 01:23:21,672 - mmaction - INFO - Epoch [43][200/3757] lr: 1.000e-03, eta: 1 day, 6:38:21, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7961, loss_cls: 1.8115, loss: 1.8115, grad_norm: 3.9396 2021-01-30 01:23:25,872 - mmaction - INFO - Epoch [43][220/3757] lr: 1.000e-03, eta: 1 day, 6:38:03, time: 0.210, data_time: 0.003, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8023, loss_cls: 1.7796, loss: 1.7796, grad_norm: 3.8502 2021-01-30 01:23:30,045 - mmaction - INFO - Epoch [43][240/3757] lr: 1.000e-03, eta: 1 day, 6:37:44, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7945, loss_cls: 1.7572, loss: 1.7572, grad_norm: 3.8252 2021-01-30 01:23:34,433 - mmaction - INFO - Epoch [43][260/3757] lr: 1.000e-03, eta: 1 day, 6:37:26, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7969, loss_cls: 1.7364, loss: 1.7364, grad_norm: 3.8150 2021-01-30 01:23:38,634 - mmaction - INFO - Epoch [43][280/3757] lr: 1.000e-03, eta: 1 day, 6:37:08, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7953, loss_cls: 1.8525, loss: 1.8525, grad_norm: 3.9776 2021-01-30 01:23:42,891 - mmaction - INFO - Epoch [43][300/3757] lr: 1.000e-03, eta: 1 day, 6:36:50, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7914, loss_cls: 1.7940, loss: 1.7940, grad_norm: 3.8502 2021-01-30 01:23:47,166 - mmaction - INFO - Epoch [43][320/3757] lr: 1.000e-03, eta: 1 day, 6:36:32, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7945, loss_cls: 1.8360, loss: 1.8360, grad_norm: 3.9822 2021-01-30 01:23:51,368 - mmaction - INFO - Epoch [43][340/3757] lr: 1.000e-03, eta: 1 day, 6:36:13, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7867, loss_cls: 1.8442, loss: 1.8442, grad_norm: 3.8608 2021-01-30 01:23:55,925 - mmaction - INFO - Epoch [43][360/3757] lr: 1.000e-03, eta: 1 day, 6:35:55, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7930, loss_cls: 1.7549, loss: 1.7549, grad_norm: 3.7984 2021-01-30 01:24:00,310 - mmaction - INFO - Epoch [43][380/3757] lr: 1.000e-03, eta: 1 day, 6:35:37, time: 0.219, data_time: 0.003, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7898, loss_cls: 1.8594, loss: 1.8594, grad_norm: 3.8591 2021-01-30 01:24:04,644 - mmaction - INFO - Epoch [43][400/3757] lr: 1.000e-03, eta: 1 day, 6:35:19, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7812, loss_cls: 1.8695, loss: 1.8695, grad_norm: 3.9215 2021-01-30 01:24:09,326 - mmaction - INFO - Epoch [43][420/3757] lr: 1.000e-03, eta: 1 day, 6:35:02, time: 0.234, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7922, loss_cls: 1.8335, loss: 1.8335, grad_norm: 3.8877 2021-01-30 01:24:13,675 - mmaction - INFO - Epoch [43][440/3757] lr: 1.000e-03, eta: 1 day, 6:34:44, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7945, loss_cls: 1.7770, loss: 1.7770, grad_norm: 3.8862 2021-01-30 01:24:18,021 - mmaction - INFO - Epoch [43][460/3757] lr: 1.000e-03, eta: 1 day, 6:34:26, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7867, loss_cls: 1.8408, loss: 1.8408, grad_norm: 3.8246 2021-01-30 01:24:22,562 - mmaction - INFO - Epoch [43][480/3757] lr: 1.000e-03, eta: 1 day, 6:34:08, time: 0.227, data_time: 0.002, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7906, loss_cls: 1.8614, loss: 1.8614, grad_norm: 3.9678 2021-01-30 01:24:26,952 - mmaction - INFO - Epoch [43][500/3757] lr: 1.000e-03, eta: 1 day, 6:33:50, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7859, loss_cls: 1.8794, loss: 1.8794, grad_norm: 3.9152 2021-01-30 01:24:31,499 - mmaction - INFO - Epoch [43][520/3757] lr: 1.000e-03, eta: 1 day, 6:33:32, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.8190, loss: 1.8190, grad_norm: 3.7568 2021-01-30 01:24:36,460 - mmaction - INFO - Epoch [43][540/3757] lr: 1.000e-03, eta: 1 day, 6:33:15, time: 0.248, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8016, loss_cls: 1.7463, loss: 1.7463, grad_norm: 3.7941 2021-01-30 01:24:41,049 - mmaction - INFO - Epoch [43][560/3757] lr: 1.000e-03, eta: 1 day, 6:32:57, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8109, loss_cls: 1.6969, loss: 1.6969, grad_norm: 3.8430 2021-01-30 01:24:45,568 - mmaction - INFO - Epoch [43][580/3757] lr: 1.000e-03, eta: 1 day, 6:32:39, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7875, loss_cls: 1.8480, loss: 1.8480, grad_norm: 4.0653 2021-01-30 01:24:50,954 - mmaction - INFO - Epoch [43][600/3757] lr: 1.000e-03, eta: 1 day, 6:32:23, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8000, loss_cls: 1.8150, loss: 1.8150, grad_norm: 3.9042 2021-01-30 01:24:56,246 - mmaction - INFO - Epoch [43][620/3757] lr: 1.000e-03, eta: 1 day, 6:32:06, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8141, loss_cls: 1.7604, loss: 1.7604, grad_norm: 3.9626 2021-01-30 01:25:01,051 - mmaction - INFO - Epoch [43][640/3757] lr: 1.000e-03, eta: 1 day, 6:31:49, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.7878, loss: 1.7878, grad_norm: 3.9411 2021-01-30 01:25:06,244 - mmaction - INFO - Epoch [43][660/3757] lr: 1.000e-03, eta: 1 day, 6:31:32, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8180, loss_cls: 1.7332, loss: 1.7332, grad_norm: 3.8473 2021-01-30 01:25:11,747 - mmaction - INFO - Epoch [43][680/3757] lr: 1.000e-03, eta: 1 day, 6:31:15, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8023, loss_cls: 1.7570, loss: 1.7570, grad_norm: 3.9561 2021-01-30 01:25:16,744 - mmaction - INFO - Epoch [43][700/3757] lr: 1.000e-03, eta: 1 day, 6:30:58, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7411, loss: 1.7411, grad_norm: 3.8834 2021-01-30 01:25:22,753 - mmaction - INFO - Epoch [43][720/3757] lr: 1.000e-03, eta: 1 day, 6:30:42, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5414, top5_acc: 0.7742, loss_cls: 1.9578, loss: 1.9578, grad_norm: 4.1177 2021-01-30 01:25:28,512 - mmaction - INFO - Epoch [43][740/3757] lr: 1.000e-03, eta: 1 day, 6:30:26, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8239, loss: 1.8239, grad_norm: 3.8706 2021-01-30 01:25:33,412 - mmaction - INFO - Epoch [43][760/3757] lr: 1.000e-03, eta: 1 day, 6:30:09, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.5406, top5_acc: 0.7820, loss_cls: 1.8979, loss: 1.8979, grad_norm: 3.9329 2021-01-30 01:25:39,042 - mmaction - INFO - Epoch [43][780/3757] lr: 1.000e-03, eta: 1 day, 6:29:53, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7766, loss_cls: 1.8894, loss: 1.8894, grad_norm: 3.8392 2021-01-30 01:25:44,813 - mmaction - INFO - Epoch [43][800/3757] lr: 1.000e-03, eta: 1 day, 6:29:37, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.8551, loss: 1.8551, grad_norm: 3.9299 2021-01-30 01:25:50,723 - mmaction - INFO - Epoch [43][820/3757] lr: 1.000e-03, eta: 1 day, 6:29:21, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7789, loss_cls: 1.8825, loss: 1.8825, grad_norm: 3.9478 2021-01-30 01:25:56,375 - mmaction - INFO - Epoch [43][840/3757] lr: 1.000e-03, eta: 1 day, 6:29:05, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7953, loss_cls: 1.8127, loss: 1.8127, grad_norm: 3.8294 2021-01-30 01:26:02,582 - mmaction - INFO - Epoch [43][860/3757] lr: 1.000e-03, eta: 1 day, 6:28:49, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7891, loss_cls: 1.8035, loss: 1.8035, grad_norm: 3.8784 2021-01-30 01:26:07,926 - mmaction - INFO - Epoch [43][880/3757] lr: 1.000e-03, eta: 1 day, 6:28:33, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7805, loss_cls: 1.9011, loss: 1.9011, grad_norm: 3.9388 2021-01-30 01:26:14,338 - mmaction - INFO - Epoch [43][900/3757] lr: 1.000e-03, eta: 1 day, 6:28:17, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7836, loss_cls: 1.8490, loss: 1.8490, grad_norm: 3.9050 2021-01-30 01:26:20,001 - mmaction - INFO - Epoch [43][920/3757] lr: 1.000e-03, eta: 1 day, 6:28:01, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7898, loss_cls: 1.9108, loss: 1.9108, grad_norm: 3.9940 2021-01-30 01:26:25,972 - mmaction - INFO - Epoch [43][940/3757] lr: 1.000e-03, eta: 1 day, 6:27:45, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7945, loss_cls: 1.8172, loss: 1.8172, grad_norm: 3.9553 2021-01-30 01:26:31,568 - mmaction - INFO - Epoch [43][960/3757] lr: 1.000e-03, eta: 1 day, 6:27:29, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5461, top5_acc: 0.7727, loss_cls: 1.9427, loss: 1.9427, grad_norm: 4.0231 2021-01-30 01:26:37,819 - mmaction - INFO - Epoch [43][980/3757] lr: 1.000e-03, eta: 1 day, 6:27:14, time: 0.313, data_time: 0.004, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8008, loss_cls: 1.7503, loss: 1.7503, grad_norm: 3.8680 2021-01-30 01:26:43,118 - mmaction - INFO - Epoch [43][1000/3757] lr: 1.000e-03, eta: 1 day, 6:26:57, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.7506, loss: 1.7506, grad_norm: 3.8985 2021-01-30 01:26:49,498 - mmaction - INFO - Epoch [43][1020/3757] lr: 1.000e-03, eta: 1 day, 6:26:42, time: 0.319, data_time: 0.004, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7937, loss_cls: 1.7984, loss: 1.7984, grad_norm: 3.9238 2021-01-30 01:26:55,640 - mmaction - INFO - Epoch [43][1040/3757] lr: 1.000e-03, eta: 1 day, 6:26:26, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7953, loss_cls: 1.7293, loss: 1.7293, grad_norm: 3.9603 2021-01-30 01:27:01,320 - mmaction - INFO - Epoch [43][1060/3757] lr: 1.000e-03, eta: 1 day, 6:26:10, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8133, loss_cls: 1.7133, loss: 1.7133, grad_norm: 3.8685 2021-01-30 01:27:06,907 - mmaction - INFO - Epoch [43][1080/3757] lr: 1.000e-03, eta: 1 day, 6:25:54, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7859, loss_cls: 1.8500, loss: 1.8500, grad_norm: 4.0584 2021-01-30 01:27:13,331 - mmaction - INFO - Epoch [43][1100/3757] lr: 1.000e-03, eta: 1 day, 6:25:39, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8063, loss_cls: 1.7349, loss: 1.7349, grad_norm: 3.8486 2021-01-30 01:27:18,631 - mmaction - INFO - Epoch [43][1120/3757] lr: 1.000e-03, eta: 1 day, 6:25:22, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.8102, loss_cls: 1.7847, loss: 1.7847, grad_norm: 4.0120 2021-01-30 01:27:24,595 - mmaction - INFO - Epoch [43][1140/3757] lr: 1.000e-03, eta: 1 day, 6:25:06, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7859, loss_cls: 1.8491, loss: 1.8491, grad_norm: 3.9275 2021-01-30 01:27:30,357 - mmaction - INFO - Epoch [43][1160/3757] lr: 1.000e-03, eta: 1 day, 6:24:50, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7852, loss_cls: 1.8439, loss: 1.8439, grad_norm: 3.9792 2021-01-30 01:27:37,001 - mmaction - INFO - Epoch [43][1180/3757] lr: 1.000e-03, eta: 1 day, 6:24:36, time: 0.332, data_time: 0.005, memory: 3385, top1_acc: 0.5312, top5_acc: 0.7867, loss_cls: 1.9497, loss: 1.9497, grad_norm: 4.0935 2021-01-30 01:27:42,831 - mmaction - INFO - Epoch [43][1200/3757] lr: 1.000e-03, eta: 1 day, 6:24:20, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7914, loss_cls: 1.8769, loss: 1.8769, grad_norm: 3.9085 2021-01-30 01:27:49,379 - mmaction - INFO - Epoch [43][1220/3757] lr: 1.000e-03, eta: 1 day, 6:24:05, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7922, loss_cls: 1.8200, loss: 1.8200, grad_norm: 3.8790 2021-01-30 01:27:54,935 - mmaction - INFO - Epoch [43][1240/3757] lr: 1.000e-03, eta: 1 day, 6:23:48, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7672, loss_cls: 1.8881, loss: 1.8881, grad_norm: 3.8063 2021-01-30 01:28:01,712 - mmaction - INFO - Epoch [43][1260/3757] lr: 1.000e-03, eta: 1 day, 6:23:34, time: 0.338, data_time: 0.002, memory: 3385, top1_acc: 0.5352, top5_acc: 0.7633, loss_cls: 2.0031, loss: 2.0031, grad_norm: 4.1149 2021-01-30 01:28:07,998 - mmaction - INFO - Epoch [43][1280/3757] lr: 1.000e-03, eta: 1 day, 6:23:19, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7945, loss_cls: 1.8139, loss: 1.8139, grad_norm: 3.8531 2021-01-30 01:28:13,506 - mmaction - INFO - Epoch [43][1300/3757] lr: 1.000e-03, eta: 1 day, 6:23:02, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7992, loss_cls: 1.8349, loss: 1.8349, grad_norm: 3.9928 2021-01-30 01:28:19,864 - mmaction - INFO - Epoch [43][1320/3757] lr: 1.000e-03, eta: 1 day, 6:22:47, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8197, loss: 1.8197, grad_norm: 3.9537 2021-01-30 01:28:25,879 - mmaction - INFO - Epoch [43][1340/3757] lr: 1.000e-03, eta: 1 day, 6:22:31, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7914, loss_cls: 1.8481, loss: 1.8481, grad_norm: 3.9738 2021-01-30 01:28:32,469 - mmaction - INFO - Epoch [43][1360/3757] lr: 1.000e-03, eta: 1 day, 6:22:16, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8032, loss: 1.8032, grad_norm: 3.9913 2021-01-30 01:28:38,583 - mmaction - INFO - Epoch [43][1380/3757] lr: 1.000e-03, eta: 1 day, 6:22:01, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7930, loss_cls: 1.8522, loss: 1.8522, grad_norm: 3.9395 2021-01-30 01:28:44,911 - mmaction - INFO - Epoch [43][1400/3757] lr: 1.000e-03, eta: 1 day, 6:21:46, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7758, loss_cls: 1.8891, loss: 1.8891, grad_norm: 3.9443 2021-01-30 01:28:50,398 - mmaction - INFO - Epoch [43][1420/3757] lr: 1.000e-03, eta: 1 day, 6:21:29, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7812, loss_cls: 1.8234, loss: 1.8234, grad_norm: 3.9151 2021-01-30 01:28:56,360 - mmaction - INFO - Epoch [43][1440/3757] lr: 1.000e-03, eta: 1 day, 6:21:14, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.8024, loss: 1.8024, grad_norm: 3.8966 2021-01-30 01:29:02,007 - mmaction - INFO - Epoch [43][1460/3757] lr: 1.000e-03, eta: 1 day, 6:20:57, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8809, loss: 1.8809, grad_norm: 3.9688 2021-01-30 01:29:08,010 - mmaction - INFO - Epoch [43][1480/3757] lr: 1.000e-03, eta: 1 day, 6:20:42, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7867, loss_cls: 1.8753, loss: 1.8753, grad_norm: 4.0121 2021-01-30 01:29:14,099 - mmaction - INFO - Epoch [43][1500/3757] lr: 1.000e-03, eta: 1 day, 6:20:26, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.8200, loss: 1.8200, grad_norm: 3.9293 2021-01-30 01:29:20,260 - mmaction - INFO - Epoch [43][1520/3757] lr: 1.000e-03, eta: 1 day, 6:20:11, time: 0.312, data_time: 0.006, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7844, loss_cls: 1.8258, loss: 1.8258, grad_norm: 3.9686 2021-01-30 01:29:26,008 - mmaction - INFO - Epoch [43][1540/3757] lr: 1.000e-03, eta: 1 day, 6:19:55, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6942, loss: 1.6942, grad_norm: 3.7425 2021-01-30 01:29:32,649 - mmaction - INFO - Epoch [43][1560/3757] lr: 1.000e-03, eta: 1 day, 6:19:40, time: 0.332, data_time: 0.004, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8008, loss_cls: 1.7484, loss: 1.7484, grad_norm: 3.8756 2021-01-30 01:29:38,852 - mmaction - INFO - Epoch [43][1580/3757] lr: 1.000e-03, eta: 1 day, 6:19:25, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.7560, loss: 1.7560, grad_norm: 3.8531 2021-01-30 01:29:44,540 - mmaction - INFO - Epoch [43][1600/3757] lr: 1.000e-03, eta: 1 day, 6:19:09, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7914, loss_cls: 1.7740, loss: 1.7740, grad_norm: 4.0094 2021-01-30 01:29:50,173 - mmaction - INFO - Epoch [43][1620/3757] lr: 1.000e-03, eta: 1 day, 6:18:52, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7945, loss_cls: 1.8250, loss: 1.8250, grad_norm: 3.9981 2021-01-30 01:29:56,389 - mmaction - INFO - Epoch [43][1640/3757] lr: 1.000e-03, eta: 1 day, 6:18:37, time: 0.311, data_time: 0.004, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7727, loss_cls: 1.8692, loss: 1.8692, grad_norm: 4.0006 2021-01-30 01:30:02,918 - mmaction - INFO - Epoch [43][1660/3757] lr: 1.000e-03, eta: 1 day, 6:18:22, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7984, loss_cls: 1.8127, loss: 1.8127, grad_norm: 3.9259 2021-01-30 01:30:09,319 - mmaction - INFO - Epoch [43][1680/3757] lr: 1.000e-03, eta: 1 day, 6:18:07, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7914, loss_cls: 1.8281, loss: 1.8281, grad_norm: 4.0149 2021-01-30 01:30:15,608 - mmaction - INFO - Epoch [43][1700/3757] lr: 1.000e-03, eta: 1 day, 6:17:52, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7930, loss_cls: 1.9123, loss: 1.9123, grad_norm: 4.0394 2021-01-30 01:30:21,722 - mmaction - INFO - Epoch [43][1720/3757] lr: 1.000e-03, eta: 1 day, 6:17:36, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7836, loss_cls: 1.8287, loss: 1.8287, grad_norm: 3.9445 2021-01-30 01:30:27,846 - mmaction - INFO - Epoch [43][1740/3757] lr: 1.000e-03, eta: 1 day, 6:17:21, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7789, loss_cls: 1.9013, loss: 1.9013, grad_norm: 3.9251 2021-01-30 01:30:33,738 - mmaction - INFO - Epoch [43][1760/3757] lr: 1.000e-03, eta: 1 day, 6:17:05, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7763, loss: 1.7763, grad_norm: 3.8293 2021-01-30 01:30:39,791 - mmaction - INFO - Epoch [43][1780/3757] lr: 1.000e-03, eta: 1 day, 6:16:50, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7844, loss_cls: 1.8706, loss: 1.8706, grad_norm: 3.8982 2021-01-30 01:30:46,040 - mmaction - INFO - Epoch [43][1800/3757] lr: 1.000e-03, eta: 1 day, 6:16:34, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7875, loss_cls: 1.8360, loss: 1.8360, grad_norm: 3.9381 2021-01-30 01:30:51,913 - mmaction - INFO - Epoch [43][1820/3757] lr: 1.000e-03, eta: 1 day, 6:16:19, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5437, top5_acc: 0.7695, loss_cls: 1.9151, loss: 1.9151, grad_norm: 3.9752 2021-01-30 01:30:57,791 - mmaction - INFO - Epoch [43][1840/3757] lr: 1.000e-03, eta: 1 day, 6:16:03, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7766, loss_cls: 1.9047, loss: 1.9047, grad_norm: 3.8959 2021-01-30 01:31:03,948 - mmaction - INFO - Epoch [43][1860/3757] lr: 1.000e-03, eta: 1 day, 6:15:47, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8008, loss_cls: 1.7805, loss: 1.7805, grad_norm: 3.9230 2021-01-30 01:31:10,372 - mmaction - INFO - Epoch [43][1880/3757] lr: 1.000e-03, eta: 1 day, 6:15:32, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7914, loss_cls: 1.7996, loss: 1.7996, grad_norm: 3.9305 2021-01-30 01:31:16,395 - mmaction - INFO - Epoch [43][1900/3757] lr: 1.000e-03, eta: 1 day, 6:15:17, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7891, loss_cls: 1.8885, loss: 1.8885, grad_norm: 4.0708 2021-01-30 01:31:22,421 - mmaction - INFO - Epoch [43][1920/3757] lr: 1.000e-03, eta: 1 day, 6:15:01, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7961, loss_cls: 1.7648, loss: 1.7648, grad_norm: 3.8764 2021-01-30 01:31:28,718 - mmaction - INFO - Epoch [43][1940/3757] lr: 1.000e-03, eta: 1 day, 6:14:46, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7914, loss_cls: 1.8733, loss: 1.8733, grad_norm: 4.0272 2021-01-30 01:31:34,692 - mmaction - INFO - Epoch [43][1960/3757] lr: 1.000e-03, eta: 1 day, 6:14:30, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7930, loss_cls: 1.7913, loss: 1.7913, grad_norm: 3.9368 2021-01-30 01:31:41,799 - mmaction - INFO - Epoch [43][1980/3757] lr: 1.000e-03, eta: 1 day, 6:14:16, time: 0.356, data_time: 0.005, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7695, loss_cls: 1.8749, loss: 1.8749, grad_norm: 3.9537 2021-01-30 01:31:48,010 - mmaction - INFO - Epoch [43][2000/3757] lr: 1.000e-03, eta: 1 day, 6:14:01, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7883, loss_cls: 1.8674, loss: 1.8674, grad_norm: 3.9335 2021-01-30 01:31:53,773 - mmaction - INFO - Epoch [43][2020/3757] lr: 1.000e-03, eta: 1 day, 6:13:45, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7867, loss_cls: 1.8278, loss: 1.8278, grad_norm: 3.9070 2021-01-30 01:31:59,603 - mmaction - INFO - Epoch [43][2040/3757] lr: 1.000e-03, eta: 1 day, 6:13:29, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8086, loss_cls: 1.7707, loss: 1.7707, grad_norm: 3.8405 2021-01-30 01:32:05,098 - mmaction - INFO - Epoch [43][2060/3757] lr: 1.000e-03, eta: 1 day, 6:13:13, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7992, loss_cls: 1.7346, loss: 1.7346, grad_norm: 3.8899 2021-01-30 01:32:11,086 - mmaction - INFO - Epoch [43][2080/3757] lr: 1.000e-03, eta: 1 day, 6:12:57, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7945, loss_cls: 1.8039, loss: 1.8039, grad_norm: 3.9166 2021-01-30 01:32:17,172 - mmaction - INFO - Epoch [43][2100/3757] lr: 1.000e-03, eta: 1 day, 6:12:42, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8125, loss_cls: 1.7420, loss: 1.7420, grad_norm: 3.8759 2021-01-30 01:32:23,453 - mmaction - INFO - Epoch [43][2120/3757] lr: 1.000e-03, eta: 1 day, 6:12:27, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7992, loss_cls: 1.7620, loss: 1.7620, grad_norm: 3.8849 2021-01-30 01:32:29,378 - mmaction - INFO - Epoch [43][2140/3757] lr: 1.000e-03, eta: 1 day, 6:12:11, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7883, loss_cls: 1.8274, loss: 1.8274, grad_norm: 3.9951 2021-01-30 01:32:36,244 - mmaction - INFO - Epoch [43][2160/3757] lr: 1.000e-03, eta: 1 day, 6:11:56, time: 0.343, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7781, loss_cls: 1.8469, loss: 1.8469, grad_norm: 3.9040 2021-01-30 01:32:42,099 - mmaction - INFO - Epoch [43][2180/3757] lr: 1.000e-03, eta: 1 day, 6:11:41, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7856, loss: 1.7856, grad_norm: 3.9086 2021-01-30 01:32:48,170 - mmaction - INFO - Epoch [43][2200/3757] lr: 1.000e-03, eta: 1 day, 6:11:25, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5445, top5_acc: 0.7734, loss_cls: 1.9242, loss: 1.9242, grad_norm: 3.9628 2021-01-30 01:32:55,275 - mmaction - INFO - Epoch [43][2220/3757] lr: 1.000e-03, eta: 1 day, 6:11:11, time: 0.355, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7820, loss_cls: 1.8092, loss: 1.8092, grad_norm: 4.0455 2021-01-30 01:33:01,720 - mmaction - INFO - Epoch [43][2240/3757] lr: 1.000e-03, eta: 1 day, 6:10:56, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7867, loss_cls: 1.7726, loss: 1.7726, grad_norm: 3.8745 2021-01-30 01:33:07,785 - mmaction - INFO - Epoch [43][2260/3757] lr: 1.000e-03, eta: 1 day, 6:10:41, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7984, loss_cls: 1.8083, loss: 1.8083, grad_norm: 3.8856 2021-01-30 01:33:14,148 - mmaction - INFO - Epoch [43][2280/3757] lr: 1.000e-03, eta: 1 day, 6:10:26, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7773, loss_cls: 1.9057, loss: 1.9057, grad_norm: 3.9002 2021-01-30 01:33:20,391 - mmaction - INFO - Epoch [43][2300/3757] lr: 1.000e-03, eta: 1 day, 6:10:10, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7914, loss_cls: 1.8295, loss: 1.8295, grad_norm: 3.9537 2021-01-30 01:33:26,298 - mmaction - INFO - Epoch [43][2320/3757] lr: 1.000e-03, eta: 1 day, 6:09:55, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8117, loss_cls: 1.7576, loss: 1.7576, grad_norm: 3.9298 2021-01-30 01:33:32,512 - mmaction - INFO - Epoch [43][2340/3757] lr: 1.000e-03, eta: 1 day, 6:09:39, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8000, loss_cls: 1.7247, loss: 1.7247, grad_norm: 3.8644 2021-01-30 01:33:38,690 - mmaction - INFO - Epoch [43][2360/3757] lr: 1.000e-03, eta: 1 day, 6:09:24, time: 0.309, data_time: 0.000, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8039, loss_cls: 1.7550, loss: 1.7550, grad_norm: 3.9257 2021-01-30 01:33:44,978 - mmaction - INFO - Epoch [43][2380/3757] lr: 1.000e-03, eta: 1 day, 6:09:09, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7727, loss_cls: 1.8770, loss: 1.8770, grad_norm: 3.9508 2021-01-30 01:33:51,256 - mmaction - INFO - Epoch [43][2400/3757] lr: 1.000e-03, eta: 1 day, 6:08:54, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.7465, loss: 1.7465, grad_norm: 3.8264 2021-01-30 01:33:57,441 - mmaction - INFO - Epoch [43][2420/3757] lr: 1.000e-03, eta: 1 day, 6:08:38, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8078, loss_cls: 1.8054, loss: 1.8054, grad_norm: 3.9873 2021-01-30 01:34:03,165 - mmaction - INFO - Epoch [43][2440/3757] lr: 1.000e-03, eta: 1 day, 6:08:23, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7789, loss_cls: 1.8989, loss: 1.8989, grad_norm: 4.0142 2021-01-30 01:34:09,712 - mmaction - INFO - Epoch [43][2460/3757] lr: 1.000e-03, eta: 1 day, 6:08:08, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7758, loss_cls: 1.8188, loss: 1.8188, grad_norm: 3.9658 2021-01-30 01:34:15,449 - mmaction - INFO - Epoch [43][2480/3757] lr: 1.000e-03, eta: 1 day, 6:07:52, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7961, loss_cls: 1.8267, loss: 1.8267, grad_norm: 3.9097 2021-01-30 01:34:21,532 - mmaction - INFO - Epoch [43][2500/3757] lr: 1.000e-03, eta: 1 day, 6:07:36, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7992, loss_cls: 1.8048, loss: 1.8048, grad_norm: 3.9280 2021-01-30 01:34:27,717 - mmaction - INFO - Epoch [43][2520/3757] lr: 1.000e-03, eta: 1 day, 6:07:21, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5414, top5_acc: 0.7945, loss_cls: 1.8594, loss: 1.8594, grad_norm: 3.9760 2021-01-30 01:34:34,159 - mmaction - INFO - Epoch [43][2540/3757] lr: 1.000e-03, eta: 1 day, 6:07:06, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5422, top5_acc: 0.7781, loss_cls: 1.9218, loss: 1.9218, grad_norm: 4.0567 2021-01-30 01:34:40,604 - mmaction - INFO - Epoch [43][2560/3757] lr: 1.000e-03, eta: 1 day, 6:06:51, time: 0.322, data_time: 0.000, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7961, loss_cls: 1.8156, loss: 1.8156, grad_norm: 3.9563 2021-01-30 01:34:47,004 - mmaction - INFO - Epoch [43][2580/3757] lr: 1.000e-03, eta: 1 day, 6:06:36, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7922, loss_cls: 1.8227, loss: 1.8227, grad_norm: 3.9094 2021-01-30 01:34:52,767 - mmaction - INFO - Epoch [43][2600/3757] lr: 1.000e-03, eta: 1 day, 6:06:20, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8133, loss_cls: 1.6732, loss: 1.6732, grad_norm: 3.7626 2021-01-30 01:34:59,504 - mmaction - INFO - Epoch [43][2620/3757] lr: 1.000e-03, eta: 1 day, 6:06:06, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7844, loss_cls: 1.8489, loss: 1.8489, grad_norm: 4.0788 2021-01-30 01:35:05,580 - mmaction - INFO - Epoch [43][2640/3757] lr: 1.000e-03, eta: 1 day, 6:05:50, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8055, loss_cls: 1.7789, loss: 1.7789, grad_norm: 3.9161 2021-01-30 01:35:11,828 - mmaction - INFO - Epoch [43][2660/3757] lr: 1.000e-03, eta: 1 day, 6:05:35, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7969, loss_cls: 1.7767, loss: 1.7767, grad_norm: 3.8570 2021-01-30 01:35:18,515 - mmaction - INFO - Epoch [43][2680/3757] lr: 1.000e-03, eta: 1 day, 6:05:21, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7977, loss_cls: 1.8262, loss: 1.8262, grad_norm: 3.9462 2021-01-30 01:35:24,882 - mmaction - INFO - Epoch [43][2700/3757] lr: 1.000e-03, eta: 1 day, 6:05:06, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7977, loss_cls: 1.7794, loss: 1.7794, grad_norm: 3.9118 2021-01-30 01:35:31,519 - mmaction - INFO - Epoch [43][2720/3757] lr: 1.000e-03, eta: 1 day, 6:04:51, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7789, loss_cls: 1.8392, loss: 1.8392, grad_norm: 3.9927 2021-01-30 01:35:37,769 - mmaction - INFO - Epoch [43][2740/3757] lr: 1.000e-03, eta: 1 day, 6:04:36, time: 0.312, data_time: 0.005, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.8004, loss: 1.8004, grad_norm: 4.0482 2021-01-30 01:35:43,712 - mmaction - INFO - Epoch [43][2760/3757] lr: 1.000e-03, eta: 1 day, 6:04:20, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7822, loss: 1.7822, grad_norm: 3.9884 2021-01-30 01:35:50,276 - mmaction - INFO - Epoch [43][2780/3757] lr: 1.000e-03, eta: 1 day, 6:04:05, time: 0.328, data_time: 0.004, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8386, loss: 1.8386, grad_norm: 4.0149 2021-01-30 01:35:56,148 - mmaction - INFO - Epoch [43][2800/3757] lr: 1.000e-03, eta: 1 day, 6:03:50, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8094, loss_cls: 1.7335, loss: 1.7335, grad_norm: 3.8820 2021-01-30 01:36:01,949 - mmaction - INFO - Epoch [43][2820/3757] lr: 1.000e-03, eta: 1 day, 6:03:34, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8086, loss_cls: 1.7765, loss: 1.7765, grad_norm: 3.9587 2021-01-30 01:36:08,335 - mmaction - INFO - Epoch [43][2840/3757] lr: 1.000e-03, eta: 1 day, 6:03:19, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7820, loss_cls: 1.8548, loss: 1.8548, grad_norm: 3.9661 2021-01-30 01:36:14,789 - mmaction - INFO - Epoch [43][2860/3757] lr: 1.000e-03, eta: 1 day, 6:03:04, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8172, loss_cls: 1.7247, loss: 1.7247, grad_norm: 3.9921 2021-01-30 01:36:21,744 - mmaction - INFO - Epoch [43][2880/3757] lr: 1.000e-03, eta: 1 day, 6:02:50, time: 0.348, data_time: 0.000, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7867, loss_cls: 1.8506, loss: 1.8506, grad_norm: 4.0174 2021-01-30 01:36:27,579 - mmaction - INFO - Epoch [43][2900/3757] lr: 1.000e-03, eta: 1 day, 6:02:34, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8141, loss_cls: 1.7759, loss: 1.7759, grad_norm: 4.0065 2021-01-30 01:36:33,934 - mmaction - INFO - Epoch [43][2920/3757] lr: 1.000e-03, eta: 1 day, 6:02:19, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.8750, loss: 1.8750, grad_norm: 3.9571 2021-01-30 01:36:39,960 - mmaction - INFO - Epoch [43][2940/3757] lr: 1.000e-03, eta: 1 day, 6:02:04, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7926, loss: 1.7926, grad_norm: 3.9964 2021-01-30 01:36:45,987 - mmaction - INFO - Epoch [43][2960/3757] lr: 1.000e-03, eta: 1 day, 6:01:48, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8008, loss_cls: 1.7499, loss: 1.7499, grad_norm: 3.8995 2021-01-30 01:36:52,748 - mmaction - INFO - Epoch [43][2980/3757] lr: 1.000e-03, eta: 1 day, 6:01:34, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7420, loss: 1.7420, grad_norm: 3.9022 2021-01-30 01:36:58,669 - mmaction - INFO - Epoch [43][3000/3757] lr: 1.000e-03, eta: 1 day, 6:01:18, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8234, loss_cls: 1.6880, loss: 1.6880, grad_norm: 3.7533 2021-01-30 01:37:04,845 - mmaction - INFO - Epoch [43][3020/3757] lr: 1.000e-03, eta: 1 day, 6:01:03, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7906, loss_cls: 1.8701, loss: 1.8701, grad_norm: 4.0413 2021-01-30 01:37:11,354 - mmaction - INFO - Epoch [43][3040/3757] lr: 1.000e-03, eta: 1 day, 6:00:48, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7836, loss_cls: 1.8636, loss: 1.8636, grad_norm: 3.9655 2021-01-30 01:37:17,962 - mmaction - INFO - Epoch [43][3060/3757] lr: 1.000e-03, eta: 1 day, 6:00:33, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7836, loss_cls: 1.8212, loss: 1.8212, grad_norm: 3.9486 2021-01-30 01:37:24,020 - mmaction - INFO - Epoch [43][3080/3757] lr: 1.000e-03, eta: 1 day, 6:00:18, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7953, loss_cls: 1.8554, loss: 1.8554, grad_norm: 3.9898 2021-01-30 01:37:30,057 - mmaction - INFO - Epoch [43][3100/3757] lr: 1.000e-03, eta: 1 day, 6:00:03, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7386, loss: 1.7386, grad_norm: 3.8396 2021-01-30 01:37:35,918 - mmaction - INFO - Epoch [43][3120/3757] lr: 1.000e-03, eta: 1 day, 5:59:47, time: 0.293, data_time: 0.004, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7992, loss_cls: 1.7696, loss: 1.7696, grad_norm: 3.9558 2021-01-30 01:37:43,159 - mmaction - INFO - Epoch [43][3140/3757] lr: 1.000e-03, eta: 1 day, 5:59:33, time: 0.362, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7454, loss: 1.7454, grad_norm: 3.9367 2021-01-30 01:37:48,734 - mmaction - INFO - Epoch [43][3160/3757] lr: 1.000e-03, eta: 1 day, 5:59:17, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.8123, loss: 1.8123, grad_norm: 4.0471 2021-01-30 01:37:55,015 - mmaction - INFO - Epoch [43][3180/3757] lr: 1.000e-03, eta: 1 day, 5:59:02, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7844, loss_cls: 1.8697, loss: 1.8697, grad_norm: 4.1273 2021-01-30 01:38:01,132 - mmaction - INFO - Epoch [43][3200/3757] lr: 1.000e-03, eta: 1 day, 5:58:47, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8016, loss_cls: 1.7724, loss: 1.7724, grad_norm: 3.8563 2021-01-30 01:38:07,445 - mmaction - INFO - Epoch [43][3220/3757] lr: 1.000e-03, eta: 1 day, 5:58:32, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.7573, loss: 1.7573, grad_norm: 3.9891 2021-01-30 01:38:13,695 - mmaction - INFO - Epoch [43][3240/3757] lr: 1.000e-03, eta: 1 day, 5:58:17, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7953, loss_cls: 1.8432, loss: 1.8432, grad_norm: 3.9606 2021-01-30 01:38:20,123 - mmaction - INFO - Epoch [43][3260/3757] lr: 1.000e-03, eta: 1 day, 5:58:02, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8055, loss_cls: 1.7549, loss: 1.7549, grad_norm: 3.9430 2021-01-30 01:38:26,573 - mmaction - INFO - Epoch [43][3280/3757] lr: 1.000e-03, eta: 1 day, 5:57:47, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.7955, loss: 1.7955, grad_norm: 4.0039 2021-01-30 01:38:32,302 - mmaction - INFO - Epoch [43][3300/3757] lr: 1.000e-03, eta: 1 day, 5:57:31, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8070, loss_cls: 1.7422, loss: 1.7422, grad_norm: 3.9080 2021-01-30 01:38:39,138 - mmaction - INFO - Epoch [43][3320/3757] lr: 1.000e-03, eta: 1 day, 5:57:17, time: 0.342, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.7468, loss: 1.7468, grad_norm: 3.9080 2021-01-30 01:38:45,502 - mmaction - INFO - Epoch [43][3340/3757] lr: 1.000e-03, eta: 1 day, 5:57:02, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7820, loss_cls: 1.8659, loss: 1.8659, grad_norm: 4.0022 2021-01-30 01:38:51,538 - mmaction - INFO - Epoch [43][3360/3757] lr: 1.000e-03, eta: 1 day, 5:56:46, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5437, top5_acc: 0.7734, loss_cls: 1.9393, loss: 1.9393, grad_norm: 4.0814 2021-01-30 01:38:57,573 - mmaction - INFO - Epoch [43][3380/3757] lr: 1.000e-03, eta: 1 day, 5:56:31, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7922, loss_cls: 1.8045, loss: 1.8045, grad_norm: 3.9594 2021-01-30 01:39:03,977 - mmaction - INFO - Epoch [43][3400/3757] lr: 1.000e-03, eta: 1 day, 5:56:16, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8039, loss_cls: 1.8152, loss: 1.8152, grad_norm: 4.0111 2021-01-30 01:39:10,369 - mmaction - INFO - Epoch [43][3420/3757] lr: 1.000e-03, eta: 1 day, 5:56:01, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7820, loss_cls: 1.9109, loss: 1.9109, grad_norm: 4.0559 2021-01-30 01:39:16,670 - mmaction - INFO - Epoch [43][3440/3757] lr: 1.000e-03, eta: 1 day, 5:55:46, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7992, loss_cls: 1.7940, loss: 1.7940, grad_norm: 3.9961 2021-01-30 01:39:22,405 - mmaction - INFO - Epoch [43][3460/3757] lr: 1.000e-03, eta: 1 day, 5:55:30, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7836, loss_cls: 1.8844, loss: 1.8844, grad_norm: 3.9108 2021-01-30 01:39:29,187 - mmaction - INFO - Epoch [43][3480/3757] lr: 1.000e-03, eta: 1 day, 5:55:16, time: 0.340, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7906, loss_cls: 1.8155, loss: 1.8155, grad_norm: 3.8800 2021-01-30 01:39:35,306 - mmaction - INFO - Epoch [43][3500/3757] lr: 1.000e-03, eta: 1 day, 5:55:01, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.7563, loss: 1.7563, grad_norm: 3.9377 2021-01-30 01:39:41,261 - mmaction - INFO - Epoch [43][3520/3757] lr: 1.000e-03, eta: 1 day, 5:54:45, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5477, top5_acc: 0.7773, loss_cls: 1.9704, loss: 1.9704, grad_norm: 4.0625 2021-01-30 01:39:48,276 - mmaction - INFO - Epoch [43][3540/3757] lr: 1.000e-03, eta: 1 day, 5:54:31, time: 0.351, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7922, loss_cls: 1.8276, loss: 1.8276, grad_norm: 3.9823 2021-01-30 01:39:54,189 - mmaction - INFO - Epoch [43][3560/3757] lr: 1.000e-03, eta: 1 day, 5:54:16, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7906, loss_cls: 1.8023, loss: 1.8023, grad_norm: 3.9022 2021-01-30 01:40:00,447 - mmaction - INFO - Epoch [43][3580/3757] lr: 1.000e-03, eta: 1 day, 5:54:01, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7836, loss_cls: 1.8422, loss: 1.8422, grad_norm: 3.8798 2021-01-30 01:40:06,813 - mmaction - INFO - Epoch [43][3600/3757] lr: 1.000e-03, eta: 1 day, 5:53:46, time: 0.318, data_time: 0.003, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7930, loss_cls: 1.8567, loss: 1.8567, grad_norm: 3.9982 2021-01-30 01:40:13,385 - mmaction - INFO - Epoch [43][3620/3757] lr: 1.000e-03, eta: 1 day, 5:53:31, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7797, loss_cls: 1.8576, loss: 1.8576, grad_norm: 3.9542 2021-01-30 01:40:19,222 - mmaction - INFO - Epoch [43][3640/3757] lr: 1.000e-03, eta: 1 day, 5:53:15, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8109, loss_cls: 1.7480, loss: 1.7480, grad_norm: 3.8241 2021-01-30 01:40:25,021 - mmaction - INFO - Epoch [43][3660/3757] lr: 1.000e-03, eta: 1 day, 5:53:00, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7867, loss_cls: 1.8094, loss: 1.8094, grad_norm: 3.9616 2021-01-30 01:40:31,745 - mmaction - INFO - Epoch [43][3680/3757] lr: 1.000e-03, eta: 1 day, 5:52:45, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.8078, loss_cls: 1.7795, loss: 1.7795, grad_norm: 3.9566 2021-01-30 01:40:37,783 - mmaction - INFO - Epoch [43][3700/3757] lr: 1.000e-03, eta: 1 day, 5:52:30, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7781, loss_cls: 1.8751, loss: 1.8751, grad_norm: 4.0177 2021-01-30 01:40:43,962 - mmaction - INFO - Epoch [43][3720/3757] lr: 1.000e-03, eta: 1 day, 5:52:15, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7898, loss_cls: 1.8804, loss: 1.8804, grad_norm: 4.0718 2021-01-30 01:40:50,325 - mmaction - INFO - Epoch [43][3740/3757] lr: 1.000e-03, eta: 1 day, 5:52:00, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7867, loss_cls: 1.8738, loss: 1.8738, grad_norm: 4.0915 2021-01-30 01:41:13,049 - mmaction - INFO - Saving checkpoint at 43 epochs 2021-01-30 01:53:44,051 - mmaction - INFO - Epoch [44][20/3757] lr: 1.000e-03, eta: 1 day, 6:07:51, time: 37.532, data_time: 36.668, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8195, loss_cls: 1.7643, loss: 1.7643, grad_norm: 3.9048 2021-01-30 01:53:48,278 - mmaction - INFO - Epoch [44][40/3757] lr: 1.000e-03, eta: 1 day, 6:07:34, time: 0.220, data_time: 0.010, memory: 3385, top1_acc: 0.5422, top5_acc: 0.7945, loss_cls: 1.8137, loss: 1.8137, grad_norm: 3.9352 2021-01-30 01:53:52,438 - mmaction - INFO - Epoch [44][60/3757] lr: 1.000e-03, eta: 1 day, 6:07:16, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7984, loss_cls: 1.7978, loss: 1.7978, grad_norm: 3.9030 2021-01-30 01:53:56,625 - mmaction - INFO - Epoch [44][80/3757] lr: 1.000e-03, eta: 1 day, 6:06:58, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7742, loss_cls: 1.9207, loss: 1.9207, grad_norm: 3.9755 2021-01-30 01:54:00,766 - mmaction - INFO - Epoch [44][100/3757] lr: 1.000e-03, eta: 1 day, 6:06:40, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8102, loss_cls: 1.7182, loss: 1.7182, grad_norm: 3.8354 2021-01-30 01:54:04,951 - mmaction - INFO - Epoch [44][120/3757] lr: 1.000e-03, eta: 1 day, 6:06:22, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5547, top5_acc: 0.8125, loss_cls: 1.8087, loss: 1.8087, grad_norm: 3.9708 2021-01-30 01:54:09,121 - mmaction - INFO - Epoch [44][140/3757] lr: 1.000e-03, eta: 1 day, 6:06:04, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7984, loss_cls: 1.7666, loss: 1.7666, grad_norm: 3.9524 2021-01-30 01:54:13,310 - mmaction - INFO - Epoch [44][160/3757] lr: 1.000e-03, eta: 1 day, 6:05:46, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.7479, loss: 1.7479, grad_norm: 3.9773 2021-01-30 01:54:17,571 - mmaction - INFO - Epoch [44][180/3757] lr: 1.000e-03, eta: 1 day, 6:05:28, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.8063, loss: 1.8063, grad_norm: 4.0850 2021-01-30 01:54:21,751 - mmaction - INFO - Epoch [44][200/3757] lr: 1.000e-03, eta: 1 day, 6:05:10, time: 0.211, data_time: 0.005, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7992, loss_cls: 1.8104, loss: 1.8104, grad_norm: 4.0584 2021-01-30 01:54:25,921 - mmaction - INFO - Epoch [44][220/3757] lr: 1.000e-03, eta: 1 day, 6:04:52, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7937, loss_cls: 1.8629, loss: 1.8629, grad_norm: 4.1204 2021-01-30 01:54:30,078 - mmaction - INFO - Epoch [44][240/3757] lr: 1.000e-03, eta: 1 day, 6:04:34, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7781, loss_cls: 1.8214, loss: 1.8214, grad_norm: 3.9352 2021-01-30 01:54:34,459 - mmaction - INFO - Epoch [44][260/3757] lr: 1.000e-03, eta: 1 day, 6:04:16, time: 0.219, data_time: 0.008, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7945, loss_cls: 1.7990, loss: 1.7990, grad_norm: 3.9634 2021-01-30 01:54:38,771 - mmaction - INFO - Epoch [44][280/3757] lr: 1.000e-03, eta: 1 day, 6:03:58, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7914, loss_cls: 1.7850, loss: 1.7850, grad_norm: 3.9439 2021-01-30 01:54:42,978 - mmaction - INFO - Epoch [44][300/3757] lr: 1.000e-03, eta: 1 day, 6:03:40, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7969, loss_cls: 1.8018, loss: 1.8018, grad_norm: 3.8836 2021-01-30 01:54:47,139 - mmaction - INFO - Epoch [44][320/3757] lr: 1.000e-03, eta: 1 day, 6:03:22, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7859, loss_cls: 1.8393, loss: 1.8393, grad_norm: 3.9188 2021-01-30 01:54:51,444 - mmaction - INFO - Epoch [44][340/3757] lr: 1.000e-03, eta: 1 day, 6:03:04, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8023, loss_cls: 1.7965, loss: 1.7965, grad_norm: 3.9250 2021-01-30 01:54:55,734 - mmaction - INFO - Epoch [44][360/3757] lr: 1.000e-03, eta: 1 day, 6:02:47, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8031, loss_cls: 1.8127, loss: 1.8127, grad_norm: 3.9517 2021-01-30 01:55:00,147 - mmaction - INFO - Epoch [44][380/3757] lr: 1.000e-03, eta: 1 day, 6:02:29, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7859, loss_cls: 1.8344, loss: 1.8344, grad_norm: 4.0467 2021-01-30 01:55:04,501 - mmaction - INFO - Epoch [44][400/3757] lr: 1.000e-03, eta: 1 day, 6:02:11, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7898, loss_cls: 1.8543, loss: 1.8543, grad_norm: 4.0432 2021-01-30 01:55:09,000 - mmaction - INFO - Epoch [44][420/3757] lr: 1.000e-03, eta: 1 day, 6:01:54, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7526, loss: 1.7526, grad_norm: 3.8977 2021-01-30 01:55:13,801 - mmaction - INFO - Epoch [44][440/3757] lr: 1.000e-03, eta: 1 day, 6:01:37, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7937, loss_cls: 1.8264, loss: 1.8264, grad_norm: 3.9400 2021-01-30 01:55:18,654 - mmaction - INFO - Epoch [44][460/3757] lr: 1.000e-03, eta: 1 day, 6:01:19, time: 0.243, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7961, loss_cls: 1.7785, loss: 1.7785, grad_norm: 4.0391 2021-01-30 01:55:23,462 - mmaction - INFO - Epoch [44][480/3757] lr: 1.000e-03, eta: 1 day, 6:01:02, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8008, loss_cls: 1.7561, loss: 1.7561, grad_norm: 3.8900 2021-01-30 01:55:27,869 - mmaction - INFO - Epoch [44][500/3757] lr: 1.000e-03, eta: 1 day, 6:00:45, time: 0.221, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7478, loss: 1.7478, grad_norm: 3.8573 2021-01-30 01:55:32,835 - mmaction - INFO - Epoch [44][520/3757] lr: 1.000e-03, eta: 1 day, 6:00:28, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7953, loss_cls: 1.7595, loss: 1.7595, grad_norm: 3.8509 2021-01-30 01:55:38,237 - mmaction - INFO - Epoch [44][540/3757] lr: 1.000e-03, eta: 1 day, 6:00:11, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.8070, loss_cls: 1.7896, loss: 1.7896, grad_norm: 3.9965 2021-01-30 01:55:43,217 - mmaction - INFO - Epoch [44][560/3757] lr: 1.000e-03, eta: 1 day, 5:59:55, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.7653, loss: 1.7653, grad_norm: 4.0417 2021-01-30 01:55:48,398 - mmaction - INFO - Epoch [44][580/3757] lr: 1.000e-03, eta: 1 day, 5:59:38, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.7948, loss: 1.7948, grad_norm: 3.9784 2021-01-30 01:55:53,083 - mmaction - INFO - Epoch [44][600/3757] lr: 1.000e-03, eta: 1 day, 5:59:21, time: 0.235, data_time: 0.003, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8078, loss_cls: 1.7499, loss: 1.7499, grad_norm: 3.9248 2021-01-30 01:55:58,226 - mmaction - INFO - Epoch [44][620/3757] lr: 1.000e-03, eta: 1 day, 5:59:04, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7984, loss_cls: 1.7865, loss: 1.7865, grad_norm: 4.0315 2021-01-30 01:56:03,705 - mmaction - INFO - Epoch [44][640/3757] lr: 1.000e-03, eta: 1 day, 5:58:48, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7859, loss_cls: 1.8293, loss: 1.8293, grad_norm: 3.9927 2021-01-30 01:56:08,936 - mmaction - INFO - Epoch [44][660/3757] lr: 1.000e-03, eta: 1 day, 5:58:31, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7914, loss_cls: 1.8265, loss: 1.8265, grad_norm: 4.0212 2021-01-30 01:56:14,632 - mmaction - INFO - Epoch [44][680/3757] lr: 1.000e-03, eta: 1 day, 5:58:15, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7883, loss_cls: 1.8304, loss: 1.8304, grad_norm: 3.9336 2021-01-30 01:56:19,629 - mmaction - INFO - Epoch [44][700/3757] lr: 1.000e-03, eta: 1 day, 5:57:59, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7867, loss_cls: 1.8050, loss: 1.8050, grad_norm: 3.9301 2021-01-30 01:56:24,706 - mmaction - INFO - Epoch [44][720/3757] lr: 1.000e-03, eta: 1 day, 5:57:42, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7875, loss_cls: 1.7912, loss: 1.7912, grad_norm: 3.8601 2021-01-30 01:56:30,882 - mmaction - INFO - Epoch [44][740/3757] lr: 1.000e-03, eta: 1 day, 5:57:27, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.7850, loss: 1.7850, grad_norm: 3.9719 2021-01-30 01:56:36,321 - mmaction - INFO - Epoch [44][760/3757] lr: 1.000e-03, eta: 1 day, 5:57:10, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.7977, loss_cls: 1.6908, loss: 1.6908, grad_norm: 3.8806 2021-01-30 01:56:42,185 - mmaction - INFO - Epoch [44][780/3757] lr: 1.000e-03, eta: 1 day, 5:56:55, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7937, loss_cls: 1.7772, loss: 1.7772, grad_norm: 3.9336 2021-01-30 01:56:47,733 - mmaction - INFO - Epoch [44][800/3757] lr: 1.000e-03, eta: 1 day, 5:56:39, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7781, loss_cls: 1.9171, loss: 1.9171, grad_norm: 4.0482 2021-01-30 01:56:53,075 - mmaction - INFO - Epoch [44][820/3757] lr: 1.000e-03, eta: 1 day, 5:56:22, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8125, loss_cls: 1.7147, loss: 1.7147, grad_norm: 3.8940 2021-01-30 01:56:58,718 - mmaction - INFO - Epoch [44][840/3757] lr: 1.000e-03, eta: 1 day, 5:56:06, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7742, loss_cls: 1.9225, loss: 1.9225, grad_norm: 4.0463 2021-01-30 01:57:04,811 - mmaction - INFO - Epoch [44][860/3757] lr: 1.000e-03, eta: 1 day, 5:55:51, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7797, loss_cls: 1.8442, loss: 1.8442, grad_norm: 4.0100 2021-01-30 01:57:10,686 - mmaction - INFO - Epoch [44][880/3757] lr: 1.000e-03, eta: 1 day, 5:55:35, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.6864, loss: 1.6864, grad_norm: 3.8326 2021-01-30 01:57:16,275 - mmaction - INFO - Epoch [44][900/3757] lr: 1.000e-03, eta: 1 day, 5:55:19, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7852, loss: 1.7852, grad_norm: 3.9571 2021-01-30 01:57:22,596 - mmaction - INFO - Epoch [44][920/3757] lr: 1.000e-03, eta: 1 day, 5:55:04, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.8363, loss: 1.8363, grad_norm: 3.9826 2021-01-30 01:57:28,360 - mmaction - INFO - Epoch [44][940/3757] lr: 1.000e-03, eta: 1 day, 5:54:48, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7922, loss_cls: 1.8380, loss: 1.8380, grad_norm: 3.9312 2021-01-30 01:57:34,688 - mmaction - INFO - Epoch [44][960/3757] lr: 1.000e-03, eta: 1 day, 5:54:33, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7883, loss_cls: 1.8398, loss: 1.8398, grad_norm: 3.9565 2021-01-30 01:57:40,286 - mmaction - INFO - Epoch [44][980/3757] lr: 1.000e-03, eta: 1 day, 5:54:17, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7937, loss_cls: 1.7915, loss: 1.7915, grad_norm: 3.9721 2021-01-30 01:57:46,765 - mmaction - INFO - Epoch [44][1000/3757] lr: 1.000e-03, eta: 1 day, 5:54:02, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8094, loss_cls: 1.7370, loss: 1.7370, grad_norm: 3.9016 2021-01-30 01:57:52,469 - mmaction - INFO - Epoch [44][1020/3757] lr: 1.000e-03, eta: 1 day, 5:53:47, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6975, loss: 1.6975, grad_norm: 3.8898 2021-01-30 01:57:58,415 - mmaction - INFO - Epoch [44][1040/3757] lr: 1.000e-03, eta: 1 day, 5:53:31, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.8716, loss: 1.8716, grad_norm: 4.0743 2021-01-30 01:58:04,172 - mmaction - INFO - Epoch [44][1060/3757] lr: 1.000e-03, eta: 1 day, 5:53:15, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7906, loss_cls: 1.8590, loss: 1.8590, grad_norm: 4.0332 2021-01-30 01:58:09,755 - mmaction - INFO - Epoch [44][1080/3757] lr: 1.000e-03, eta: 1 day, 5:52:59, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7883, loss_cls: 1.8027, loss: 1.8027, grad_norm: 3.8413 2021-01-30 01:58:16,021 - mmaction - INFO - Epoch [44][1100/3757] lr: 1.000e-03, eta: 1 day, 5:52:44, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8023, loss_cls: 1.7504, loss: 1.7504, grad_norm: 3.8430 2021-01-30 01:58:22,475 - mmaction - INFO - Epoch [44][1120/3757] lr: 1.000e-03, eta: 1 day, 5:52:29, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8031, loss_cls: 1.7485, loss: 1.7485, grad_norm: 4.0033 2021-01-30 01:58:28,585 - mmaction - INFO - Epoch [44][1140/3757] lr: 1.000e-03, eta: 1 day, 5:52:14, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7742, loss_cls: 1.8739, loss: 1.8739, grad_norm: 4.0444 2021-01-30 01:58:34,271 - mmaction - INFO - Epoch [44][1160/3757] lr: 1.000e-03, eta: 1 day, 5:51:58, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8031, loss_cls: 1.7354, loss: 1.7354, grad_norm: 3.8352 2021-01-30 01:58:40,372 - mmaction - INFO - Epoch [44][1180/3757] lr: 1.000e-03, eta: 1 day, 5:51:43, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7945, loss_cls: 1.8001, loss: 1.8001, grad_norm: 4.0398 2021-01-30 01:58:46,294 - mmaction - INFO - Epoch [44][1200/3757] lr: 1.000e-03, eta: 1 day, 5:51:27, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.6976, loss: 1.6976, grad_norm: 3.8257 2021-01-30 01:58:52,379 - mmaction - INFO - Epoch [44][1220/3757] lr: 1.000e-03, eta: 1 day, 5:51:12, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7797, loss_cls: 1.8566, loss: 1.8566, grad_norm: 3.9455 2021-01-30 01:58:58,387 - mmaction - INFO - Epoch [44][1240/3757] lr: 1.000e-03, eta: 1 day, 5:50:56, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7906, loss_cls: 1.8044, loss: 1.8044, grad_norm: 3.9416 2021-01-30 01:59:04,228 - mmaction - INFO - Epoch [44][1260/3757] lr: 1.000e-03, eta: 1 day, 5:50:41, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7914, loss_cls: 1.8333, loss: 1.8333, grad_norm: 3.9976 2021-01-30 01:59:10,399 - mmaction - INFO - Epoch [44][1280/3757] lr: 1.000e-03, eta: 1 day, 5:50:25, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.7769, loss: 1.7769, grad_norm: 3.9602 2021-01-30 01:59:16,092 - mmaction - INFO - Epoch [44][1300/3757] lr: 1.000e-03, eta: 1 day, 5:50:10, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8031, loss_cls: 1.7751, loss: 1.7751, grad_norm: 4.0717 2021-01-30 01:59:22,045 - mmaction - INFO - Epoch [44][1320/3757] lr: 1.000e-03, eta: 1 day, 5:49:54, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7930, loss_cls: 1.7709, loss: 1.7709, grad_norm: 4.0187 2021-01-30 01:59:27,588 - mmaction - INFO - Epoch [44][1340/3757] lr: 1.000e-03, eta: 1 day, 5:49:38, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8102, loss_cls: 1.7663, loss: 1.7663, grad_norm: 3.9845 2021-01-30 01:59:33,298 - mmaction - INFO - Epoch [44][1360/3757] lr: 1.000e-03, eta: 1 day, 5:49:22, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7844, loss_cls: 1.7817, loss: 1.7817, grad_norm: 3.9359 2021-01-30 01:59:39,186 - mmaction - INFO - Epoch [44][1380/3757] lr: 1.000e-03, eta: 1 day, 5:49:07, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8047, loss_cls: 1.6967, loss: 1.6967, grad_norm: 3.8225 2021-01-30 01:59:46,185 - mmaction - INFO - Epoch [44][1400/3757] lr: 1.000e-03, eta: 1 day, 5:48:53, time: 0.350, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7891, loss_cls: 1.8733, loss: 1.8733, grad_norm: 4.0299 2021-01-30 01:59:52,030 - mmaction - INFO - Epoch [44][1420/3757] lr: 1.000e-03, eta: 1 day, 5:48:37, time: 0.293, data_time: 0.006, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7914, loss_cls: 1.8010, loss: 1.8010, grad_norm: 3.9636 2021-01-30 01:59:58,156 - mmaction - INFO - Epoch [44][1440/3757] lr: 1.000e-03, eta: 1 day, 5:48:22, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8148, loss_cls: 1.7134, loss: 1.7134, grad_norm: 4.0077 2021-01-30 02:00:04,579 - mmaction - INFO - Epoch [44][1460/3757] lr: 1.000e-03, eta: 1 day, 5:48:07, time: 0.321, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7844, loss_cls: 1.8188, loss: 1.8188, grad_norm: 3.9925 2021-01-30 02:00:10,421 - mmaction - INFO - Epoch [44][1480/3757] lr: 1.000e-03, eta: 1 day, 5:47:51, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 1.9413, loss: 1.9413, grad_norm: 4.0876 2021-01-30 02:00:16,655 - mmaction - INFO - Epoch [44][1500/3757] lr: 1.000e-03, eta: 1 day, 5:47:36, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7945, loss_cls: 1.8336, loss: 1.8336, grad_norm: 3.9458 2021-01-30 02:00:23,353 - mmaction - INFO - Epoch [44][1520/3757] lr: 1.000e-03, eta: 1 day, 5:47:22, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8023, loss_cls: 1.7520, loss: 1.7520, grad_norm: 3.9075 2021-01-30 02:00:29,194 - mmaction - INFO - Epoch [44][1540/3757] lr: 1.000e-03, eta: 1 day, 5:47:06, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.7605, loss: 1.7605, grad_norm: 3.8869 2021-01-30 02:00:35,546 - mmaction - INFO - Epoch [44][1560/3757] lr: 1.000e-03, eta: 1 day, 5:46:51, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7906, loss_cls: 1.7597, loss: 1.7597, grad_norm: 3.8974 2021-01-30 02:00:41,406 - mmaction - INFO - Epoch [44][1580/3757] lr: 1.000e-03, eta: 1 day, 5:46:35, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8055, loss_cls: 1.7562, loss: 1.7562, grad_norm: 3.8909 2021-01-30 02:00:47,247 - mmaction - INFO - Epoch [44][1600/3757] lr: 1.000e-03, eta: 1 day, 5:46:20, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.8976, loss: 1.8976, grad_norm: 4.1076 2021-01-30 02:00:53,524 - mmaction - INFO - Epoch [44][1620/3757] lr: 1.000e-03, eta: 1 day, 5:46:05, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7836, loss_cls: 1.8619, loss: 1.8619, grad_norm: 4.0127 2021-01-30 02:00:59,711 - mmaction - INFO - Epoch [44][1640/3757] lr: 1.000e-03, eta: 1 day, 5:45:50, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7969, loss_cls: 1.7771, loss: 1.7771, grad_norm: 3.9042 2021-01-30 02:01:06,094 - mmaction - INFO - Epoch [44][1660/3757] lr: 1.000e-03, eta: 1 day, 5:45:35, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8063, loss_cls: 1.7898, loss: 1.7898, grad_norm: 3.9329 2021-01-30 02:01:12,214 - mmaction - INFO - Epoch [44][1680/3757] lr: 1.000e-03, eta: 1 day, 5:45:19, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8567, loss: 1.8567, grad_norm: 3.8908 2021-01-30 02:01:18,703 - mmaction - INFO - Epoch [44][1700/3757] lr: 1.000e-03, eta: 1 day, 5:45:05, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7891, loss_cls: 1.8525, loss: 1.8525, grad_norm: 4.0134 2021-01-30 02:01:24,271 - mmaction - INFO - Epoch [44][1720/3757] lr: 1.000e-03, eta: 1 day, 5:44:49, time: 0.279, data_time: 0.004, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7930, loss_cls: 1.7936, loss: 1.7936, grad_norm: 3.8644 2021-01-30 02:01:30,448 - mmaction - INFO - Epoch [44][1740/3757] lr: 1.000e-03, eta: 1 day, 5:44:34, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7914, loss_cls: 1.8120, loss: 1.8120, grad_norm: 3.8885 2021-01-30 02:01:36,185 - mmaction - INFO - Epoch [44][1760/3757] lr: 1.000e-03, eta: 1 day, 5:44:18, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7859, loss_cls: 1.8195, loss: 1.8195, grad_norm: 3.9580 2021-01-30 02:01:42,525 - mmaction - INFO - Epoch [44][1780/3757] lr: 1.000e-03, eta: 1 day, 5:44:03, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7969, loss_cls: 1.8086, loss: 1.8086, grad_norm: 4.0817 2021-01-30 02:01:49,309 - mmaction - INFO - Epoch [44][1800/3757] lr: 1.000e-03, eta: 1 day, 5:43:48, time: 0.339, data_time: 0.001, memory: 3385, top1_acc: 0.5406, top5_acc: 0.7570, loss_cls: 1.9988, loss: 1.9988, grad_norm: 4.1022 2021-01-30 02:01:55,002 - mmaction - INFO - Epoch [44][1820/3757] lr: 1.000e-03, eta: 1 day, 5:43:33, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7906, loss_cls: 1.8487, loss: 1.8487, grad_norm: 3.9297 2021-01-30 02:02:01,426 - mmaction - INFO - Epoch [44][1840/3757] lr: 1.000e-03, eta: 1 day, 5:43:18, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7836, loss_cls: 1.9238, loss: 1.9238, grad_norm: 4.0181 2021-01-30 02:02:07,943 - mmaction - INFO - Epoch [44][1860/3757] lr: 1.000e-03, eta: 1 day, 5:43:03, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7820, loss_cls: 1.9035, loss: 1.9035, grad_norm: 4.0935 2021-01-30 02:02:13,985 - mmaction - INFO - Epoch [44][1880/3757] lr: 1.000e-03, eta: 1 day, 5:42:48, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7914, loss_cls: 1.8357, loss: 1.8357, grad_norm: 4.0077 2021-01-30 02:02:19,990 - mmaction - INFO - Epoch [44][1900/3757] lr: 1.000e-03, eta: 1 day, 5:42:32, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8055, loss_cls: 1.8198, loss: 1.8198, grad_norm: 4.0117 2021-01-30 02:02:25,531 - mmaction - INFO - Epoch [44][1920/3757] lr: 1.000e-03, eta: 1 day, 5:42:17, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7914, loss_cls: 1.8387, loss: 1.8387, grad_norm: 3.9539 2021-01-30 02:02:32,066 - mmaction - INFO - Epoch [44][1940/3757] lr: 1.000e-03, eta: 1 day, 5:42:02, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7891, loss_cls: 1.9053, loss: 1.9053, grad_norm: 4.0015 2021-01-30 02:02:38,560 - mmaction - INFO - Epoch [44][1960/3757] lr: 1.000e-03, eta: 1 day, 5:41:47, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.8291, loss: 1.8291, grad_norm: 3.9597 2021-01-30 02:02:45,560 - mmaction - INFO - Epoch [44][1980/3757] lr: 1.000e-03, eta: 1 day, 5:41:33, time: 0.350, data_time: 0.002, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7883, loss_cls: 1.8535, loss: 1.8535, grad_norm: 3.9718 2021-01-30 02:02:51,125 - mmaction - INFO - Epoch [44][2000/3757] lr: 1.000e-03, eta: 1 day, 5:41:17, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7898, loss_cls: 1.7801, loss: 1.7801, grad_norm: 3.9406 2021-01-30 02:02:57,725 - mmaction - INFO - Epoch [44][2020/3757] lr: 1.000e-03, eta: 1 day, 5:41:03, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7852, loss_cls: 1.8555, loss: 1.8555, grad_norm: 4.0838 2021-01-30 02:03:04,468 - mmaction - INFO - Epoch [44][2040/3757] lr: 1.000e-03, eta: 1 day, 5:40:48, time: 0.338, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7914, loss_cls: 1.7977, loss: 1.7977, grad_norm: 3.8844 2021-01-30 02:03:10,096 - mmaction - INFO - Epoch [44][2060/3757] lr: 1.000e-03, eta: 1 day, 5:40:32, time: 0.281, data_time: 0.004, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7844, loss_cls: 1.8638, loss: 1.8638, grad_norm: 3.9860 2021-01-30 02:03:16,125 - mmaction - INFO - Epoch [44][2080/3757] lr: 1.000e-03, eta: 1 day, 5:40:17, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.8216, loss: 1.8216, grad_norm: 3.9178 2021-01-30 02:03:21,945 - mmaction - INFO - Epoch [44][2100/3757] lr: 1.000e-03, eta: 1 day, 5:40:01, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8039, loss_cls: 1.7460, loss: 1.7460, grad_norm: 3.9237 2021-01-30 02:03:27,618 - mmaction - INFO - Epoch [44][2120/3757] lr: 1.000e-03, eta: 1 day, 5:39:46, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7937, loss_cls: 1.7979, loss: 1.7979, grad_norm: 3.9861 2021-01-30 02:03:34,196 - mmaction - INFO - Epoch [44][2140/3757] lr: 1.000e-03, eta: 1 day, 5:39:31, time: 0.331, data_time: 0.006, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7914, loss_cls: 1.8127, loss: 1.8127, grad_norm: 4.0546 2021-01-30 02:03:40,101 - mmaction - INFO - Epoch [44][2160/3757] lr: 1.000e-03, eta: 1 day, 5:39:16, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7977, loss_cls: 1.7596, loss: 1.7596, grad_norm: 4.0142 2021-01-30 02:03:46,144 - mmaction - INFO - Epoch [44][2180/3757] lr: 1.000e-03, eta: 1 day, 5:39:00, time: 0.302, data_time: 0.004, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7805, loss_cls: 1.8856, loss: 1.8856, grad_norm: 4.0164 2021-01-30 02:03:52,189 - mmaction - INFO - Epoch [44][2200/3757] lr: 1.000e-03, eta: 1 day, 5:38:45, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7859, loss_cls: 1.8876, loss: 1.8876, grad_norm: 4.0034 2021-01-30 02:03:58,520 - mmaction - INFO - Epoch [44][2220/3757] lr: 1.000e-03, eta: 1 day, 5:38:30, time: 0.317, data_time: 0.004, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7961, loss_cls: 1.7966, loss: 1.7966, grad_norm: 3.9517 2021-01-30 02:04:04,664 - mmaction - INFO - Epoch [44][2240/3757] lr: 1.000e-03, eta: 1 day, 5:38:15, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7805, loss_cls: 1.8616, loss: 1.8616, grad_norm: 4.0539 2021-01-30 02:04:10,685 - mmaction - INFO - Epoch [44][2260/3757] lr: 1.000e-03, eta: 1 day, 5:38:00, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.7244, loss: 1.7244, grad_norm: 3.8637 2021-01-30 02:04:16,755 - mmaction - INFO - Epoch [44][2280/3757] lr: 1.000e-03, eta: 1 day, 5:37:44, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8086, loss_cls: 1.7762, loss: 1.7762, grad_norm: 3.9224 2021-01-30 02:04:23,617 - mmaction - INFO - Epoch [44][2300/3757] lr: 1.000e-03, eta: 1 day, 5:37:30, time: 0.342, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7977, loss_cls: 1.7965, loss: 1.7965, grad_norm: 3.9921 2021-01-30 02:04:29,341 - mmaction - INFO - Epoch [44][2320/3757] lr: 1.000e-03, eta: 1 day, 5:37:14, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.7423, loss: 1.7423, grad_norm: 3.8838 2021-01-30 02:04:35,790 - mmaction - INFO - Epoch [44][2340/3757] lr: 1.000e-03, eta: 1 day, 5:37:00, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7922, loss_cls: 1.8314, loss: 1.8314, grad_norm: 3.9944 2021-01-30 02:04:41,196 - mmaction - INFO - Epoch [44][2360/3757] lr: 1.000e-03, eta: 1 day, 5:36:44, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7797, loss_cls: 1.8708, loss: 1.8708, grad_norm: 3.9788 2021-01-30 02:04:47,603 - mmaction - INFO - Epoch [44][2380/3757] lr: 1.000e-03, eta: 1 day, 5:36:29, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8187, loss_cls: 1.6609, loss: 1.6609, grad_norm: 3.7626 2021-01-30 02:04:53,979 - mmaction - INFO - Epoch [44][2400/3757] lr: 1.000e-03, eta: 1 day, 5:36:14, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7812, loss: 1.7812, grad_norm: 3.9193 2021-01-30 02:05:00,815 - mmaction - INFO - Epoch [44][2420/3757] lr: 1.000e-03, eta: 1 day, 5:36:00, time: 0.342, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.7831, loss: 1.7831, grad_norm: 4.0194 2021-01-30 02:05:06,781 - mmaction - INFO - Epoch [44][2440/3757] lr: 1.000e-03, eta: 1 day, 5:35:44, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7984, loss_cls: 1.7825, loss: 1.7825, grad_norm: 3.9271 2021-01-30 02:05:12,728 - mmaction - INFO - Epoch [44][2460/3757] lr: 1.000e-03, eta: 1 day, 5:35:29, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7852, loss_cls: 1.8710, loss: 1.8710, grad_norm: 4.1889 2021-01-30 02:05:19,440 - mmaction - INFO - Epoch [44][2480/3757] lr: 1.000e-03, eta: 1 day, 5:35:15, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7766, loss_cls: 1.8760, loss: 1.8760, grad_norm: 4.1002 2021-01-30 02:05:25,168 - mmaction - INFO - Epoch [44][2500/3757] lr: 1.000e-03, eta: 1 day, 5:34:59, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8070, loss_cls: 1.7652, loss: 1.7652, grad_norm: 3.8907 2021-01-30 02:05:32,076 - mmaction - INFO - Epoch [44][2520/3757] lr: 1.000e-03, eta: 1 day, 5:34:45, time: 0.346, data_time: 0.002, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7922, loss_cls: 1.8404, loss: 1.8404, grad_norm: 4.0577 2021-01-30 02:05:38,030 - mmaction - INFO - Epoch [44][2540/3757] lr: 1.000e-03, eta: 1 day, 5:34:29, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8031, loss_cls: 1.7195, loss: 1.7195, grad_norm: 3.8447 2021-01-30 02:05:43,568 - mmaction - INFO - Epoch [44][2560/3757] lr: 1.000e-03, eta: 1 day, 5:34:14, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7773, loss_cls: 1.8528, loss: 1.8528, grad_norm: 4.0856 2021-01-30 02:05:50,352 - mmaction - INFO - Epoch [44][2580/3757] lr: 1.000e-03, eta: 1 day, 5:33:59, time: 0.339, data_time: 0.004, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.8281, loss: 1.8281, grad_norm: 4.0365 2021-01-30 02:05:56,354 - mmaction - INFO - Epoch [44][2600/3757] lr: 1.000e-03, eta: 1 day, 5:33:44, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5289, top5_acc: 0.7805, loss_cls: 1.9697, loss: 1.9697, grad_norm: 4.1775 2021-01-30 02:06:02,257 - mmaction - INFO - Epoch [44][2620/3757] lr: 1.000e-03, eta: 1 day, 5:33:29, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.7703, loss: 1.7703, grad_norm: 3.8302 2021-01-30 02:06:08,083 - mmaction - INFO - Epoch [44][2640/3757] lr: 1.000e-03, eta: 1 day, 5:33:13, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7922, loss_cls: 1.8305, loss: 1.8305, grad_norm: 4.0112 2021-01-30 02:06:13,812 - mmaction - INFO - Epoch [44][2660/3757] lr: 1.000e-03, eta: 1 day, 5:32:57, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7961, loss_cls: 1.8146, loss: 1.8146, grad_norm: 4.0567 2021-01-30 02:06:19,900 - mmaction - INFO - Epoch [44][2680/3757] lr: 1.000e-03, eta: 1 day, 5:32:42, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7898, loss_cls: 1.8453, loss: 1.8453, grad_norm: 3.9831 2021-01-30 02:06:26,694 - mmaction - INFO - Epoch [44][2700/3757] lr: 1.000e-03, eta: 1 day, 5:32:28, time: 0.340, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8055, loss_cls: 1.7666, loss: 1.7666, grad_norm: 3.9521 2021-01-30 02:06:32,718 - mmaction - INFO - Epoch [44][2720/3757] lr: 1.000e-03, eta: 1 day, 5:32:13, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8047, loss_cls: 1.7440, loss: 1.7440, grad_norm: 4.1193 2021-01-30 02:06:38,643 - mmaction - INFO - Epoch [44][2740/3757] lr: 1.000e-03, eta: 1 day, 5:31:57, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7914, loss_cls: 1.8562, loss: 1.8562, grad_norm: 4.0859 2021-01-30 02:06:45,442 - mmaction - INFO - Epoch [44][2760/3757] lr: 1.000e-03, eta: 1 day, 5:31:43, time: 0.340, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8008, loss_cls: 1.7638, loss: 1.7638, grad_norm: 3.9555 2021-01-30 02:06:52,185 - mmaction - INFO - Epoch [44][2780/3757] lr: 1.000e-03, eta: 1 day, 5:31:29, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7836, loss_cls: 1.8062, loss: 1.8062, grad_norm: 4.0558 2021-01-30 02:06:58,292 - mmaction - INFO - Epoch [44][2800/3757] lr: 1.000e-03, eta: 1 day, 5:31:14, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8047, loss_cls: 1.7597, loss: 1.7597, grad_norm: 3.8762 2021-01-30 02:07:03,803 - mmaction - INFO - Epoch [44][2820/3757] lr: 1.000e-03, eta: 1 day, 5:30:58, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7773, loss_cls: 1.8398, loss: 1.8398, grad_norm: 3.9852 2021-01-30 02:07:10,591 - mmaction - INFO - Epoch [44][2840/3757] lr: 1.000e-03, eta: 1 day, 5:30:43, time: 0.340, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7945, loss_cls: 1.8342, loss: 1.8342, grad_norm: 4.0531 2021-01-30 02:07:16,768 - mmaction - INFO - Epoch [44][2860/3757] lr: 1.000e-03, eta: 1 day, 5:30:28, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7805, loss_cls: 1.8676, loss: 1.8676, grad_norm: 4.0024 2021-01-30 02:07:23,017 - mmaction - INFO - Epoch [44][2880/3757] lr: 1.000e-03, eta: 1 day, 5:30:13, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7875, loss_cls: 1.8030, loss: 1.8030, grad_norm: 3.9468 2021-01-30 02:07:28,695 - mmaction - INFO - Epoch [44][2900/3757] lr: 1.000e-03, eta: 1 day, 5:29:58, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8078, loss_cls: 1.7420, loss: 1.7420, grad_norm: 4.0020 2021-01-30 02:07:35,318 - mmaction - INFO - Epoch [44][2920/3757] lr: 1.000e-03, eta: 1 day, 5:29:43, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.7961, loss_cls: 1.7614, loss: 1.7614, grad_norm: 3.9409 2021-01-30 02:07:41,205 - mmaction - INFO - Epoch [44][2940/3757] lr: 1.000e-03, eta: 1 day, 5:29:28, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7805, loss_cls: 1.8816, loss: 1.8816, grad_norm: 4.0161 2021-01-30 02:07:47,351 - mmaction - INFO - Epoch [44][2960/3757] lr: 1.000e-03, eta: 1 day, 5:29:13, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7719, loss_cls: 1.8809, loss: 1.8809, grad_norm: 4.0533 2021-01-30 02:07:54,081 - mmaction - INFO - Epoch [44][2980/3757] lr: 1.000e-03, eta: 1 day, 5:28:59, time: 0.337, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.7704, loss: 1.7704, grad_norm: 3.9539 2021-01-30 02:08:00,060 - mmaction - INFO - Epoch [44][3000/3757] lr: 1.000e-03, eta: 1 day, 5:28:43, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7953, loss_cls: 1.8607, loss: 1.8607, grad_norm: 4.0517 2021-01-30 02:08:06,609 - mmaction - INFO - Epoch [44][3020/3757] lr: 1.000e-03, eta: 1 day, 5:28:29, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7773, loss_cls: 1.8497, loss: 1.8497, grad_norm: 3.9615 2021-01-30 02:08:12,719 - mmaction - INFO - Epoch [44][3040/3757] lr: 1.000e-03, eta: 1 day, 5:28:14, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8047, loss_cls: 1.7925, loss: 1.7925, grad_norm: 4.0291 2021-01-30 02:08:19,485 - mmaction - INFO - Epoch [44][3060/3757] lr: 1.000e-03, eta: 1 day, 5:27:59, time: 0.339, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7906, loss_cls: 1.8582, loss: 1.8582, grad_norm: 3.9770 2021-01-30 02:08:25,739 - mmaction - INFO - Epoch [44][3080/3757] lr: 1.000e-03, eta: 1 day, 5:27:44, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7931, loss: 1.7931, grad_norm: 4.0448 2021-01-30 02:08:32,120 - mmaction - INFO - Epoch [44][3100/3757] lr: 1.000e-03, eta: 1 day, 5:27:30, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.7949, loss: 1.7949, grad_norm: 3.9710 2021-01-30 02:08:38,319 - mmaction - INFO - Epoch [44][3120/3757] lr: 1.000e-03, eta: 1 day, 5:27:15, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7820, loss_cls: 1.8751, loss: 1.8751, grad_norm: 4.0830 2021-01-30 02:08:44,566 - mmaction - INFO - Epoch [44][3140/3757] lr: 1.000e-03, eta: 1 day, 5:27:00, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8055, loss_cls: 1.7516, loss: 1.7516, grad_norm: 3.8450 2021-01-30 02:08:50,779 - mmaction - INFO - Epoch [44][3160/3757] lr: 1.000e-03, eta: 1 day, 5:26:45, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.7982, loss: 1.7982, grad_norm: 3.8223 2021-01-30 02:08:56,695 - mmaction - INFO - Epoch [44][3180/3757] lr: 1.000e-03, eta: 1 day, 5:26:29, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.7977, loss: 1.7977, grad_norm: 3.9094 2021-01-30 02:09:03,280 - mmaction - INFO - Epoch [44][3200/3757] lr: 1.000e-03, eta: 1 day, 5:26:15, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7703, loss_cls: 1.8800, loss: 1.8800, grad_norm: 4.0157 2021-01-30 02:09:10,114 - mmaction - INFO - Epoch [44][3220/3757] lr: 1.000e-03, eta: 1 day, 5:26:01, time: 0.342, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.7074, loss: 1.7074, grad_norm: 3.8841 2021-01-30 02:09:16,138 - mmaction - INFO - Epoch [44][3240/3757] lr: 1.000e-03, eta: 1 day, 5:25:46, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7766, loss_cls: 1.8834, loss: 1.8834, grad_norm: 4.1461 2021-01-30 02:09:22,394 - mmaction - INFO - Epoch [44][3260/3757] lr: 1.000e-03, eta: 1 day, 5:25:31, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7883, loss_cls: 1.7943, loss: 1.7943, grad_norm: 3.9976 2021-01-30 02:09:28,094 - mmaction - INFO - Epoch [44][3280/3757] lr: 1.000e-03, eta: 1 day, 5:25:15, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7766, loss_cls: 1.8293, loss: 1.8293, grad_norm: 3.9560 2021-01-30 02:09:34,437 - mmaction - INFO - Epoch [44][3300/3757] lr: 1.000e-03, eta: 1 day, 5:25:00, time: 0.317, data_time: 0.003, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7750, loss_cls: 1.8890, loss: 1.8890, grad_norm: 4.1079 2021-01-30 02:09:40,826 - mmaction - INFO - Epoch [44][3320/3757] lr: 1.000e-03, eta: 1 day, 5:24:46, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.7308, loss: 1.7308, grad_norm: 3.9147 2021-01-30 02:09:47,301 - mmaction - INFO - Epoch [44][3340/3757] lr: 1.000e-03, eta: 1 day, 5:24:31, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7945, loss_cls: 1.7895, loss: 1.7895, grad_norm: 3.9934 2021-01-30 02:09:53,505 - mmaction - INFO - Epoch [44][3360/3757] lr: 1.000e-03, eta: 1 day, 5:24:16, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8242, loss_cls: 1.6602, loss: 1.6602, grad_norm: 3.8922 2021-01-30 02:09:59,780 - mmaction - INFO - Epoch [44][3380/3757] lr: 1.000e-03, eta: 1 day, 5:24:01, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7742, loss_cls: 1.8101, loss: 1.8101, grad_norm: 4.0014 2021-01-30 02:10:06,022 - mmaction - INFO - Epoch [44][3400/3757] lr: 1.000e-03, eta: 1 day, 5:23:46, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8195, loss_cls: 1.7247, loss: 1.7247, grad_norm: 3.9698 2021-01-30 02:10:12,376 - mmaction - INFO - Epoch [44][3420/3757] lr: 1.000e-03, eta: 1 day, 5:23:32, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.8517, loss: 1.8517, grad_norm: 4.1167 2021-01-30 02:10:18,420 - mmaction - INFO - Epoch [44][3440/3757] lr: 1.000e-03, eta: 1 day, 5:23:16, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5461, top5_acc: 0.7875, loss_cls: 1.9324, loss: 1.9324, grad_norm: 4.1429 2021-01-30 02:10:24,550 - mmaction - INFO - Epoch [44][3460/3757] lr: 1.000e-03, eta: 1 day, 5:23:01, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5555, top5_acc: 0.8109, loss_cls: 1.7972, loss: 1.7972, grad_norm: 4.0519 2021-01-30 02:10:30,669 - mmaction - INFO - Epoch [44][3480/3757] lr: 1.000e-03, eta: 1 day, 5:22:46, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7937, loss_cls: 1.8321, loss: 1.8321, grad_norm: 3.9345 2021-01-30 02:10:36,535 - mmaction - INFO - Epoch [44][3500/3757] lr: 1.000e-03, eta: 1 day, 5:22:31, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7906, loss_cls: 1.8448, loss: 1.8448, grad_norm: 3.9837 2021-01-30 02:10:43,995 - mmaction - INFO - Epoch [44][3520/3757] lr: 1.000e-03, eta: 1 day, 5:22:18, time: 0.373, data_time: 0.001, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7711, loss_cls: 1.9119, loss: 1.9119, grad_norm: 3.9926 2021-01-30 02:10:49,752 - mmaction - INFO - Epoch [44][3540/3757] lr: 1.000e-03, eta: 1 day, 5:22:02, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8211, loss_cls: 1.6882, loss: 1.6882, grad_norm: 3.8527 2021-01-30 02:10:55,363 - mmaction - INFO - Epoch [44][3560/3757] lr: 1.000e-03, eta: 1 day, 5:21:46, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8008, loss_cls: 1.7820, loss: 1.7820, grad_norm: 3.9554 2021-01-30 02:11:01,779 - mmaction - INFO - Epoch [44][3580/3757] lr: 1.000e-03, eta: 1 day, 5:21:32, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7898, loss_cls: 1.7772, loss: 1.7772, grad_norm: 4.0499 2021-01-30 02:11:07,941 - mmaction - INFO - Epoch [44][3600/3757] lr: 1.000e-03, eta: 1 day, 5:21:17, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8234, loss_cls: 1.6598, loss: 1.6598, grad_norm: 3.8212 2021-01-30 02:11:13,856 - mmaction - INFO - Epoch [44][3620/3757] lr: 1.000e-03, eta: 1 day, 5:21:01, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7992, loss_cls: 1.7637, loss: 1.7637, grad_norm: 3.9397 2021-01-30 02:11:20,067 - mmaction - INFO - Epoch [44][3640/3757] lr: 1.000e-03, eta: 1 day, 5:20:47, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7875, loss_cls: 1.8066, loss: 1.8066, grad_norm: 3.9447 2021-01-30 02:11:26,479 - mmaction - INFO - Epoch [44][3660/3757] lr: 1.000e-03, eta: 1 day, 5:20:32, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7922, loss_cls: 1.8705, loss: 1.8705, grad_norm: 3.9611 2021-01-30 02:11:32,506 - mmaction - INFO - Epoch [44][3680/3757] lr: 1.000e-03, eta: 1 day, 5:20:17, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7672, loss_cls: 1.9340, loss: 1.9340, grad_norm: 4.0977 2021-01-30 02:11:38,863 - mmaction - INFO - Epoch [44][3700/3757] lr: 1.000e-03, eta: 1 day, 5:20:02, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7898, loss_cls: 1.8730, loss: 1.8730, grad_norm: 3.9859 2021-01-30 02:11:45,413 - mmaction - INFO - Epoch [44][3720/3757] lr: 1.000e-03, eta: 1 day, 5:19:48, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8039, loss_cls: 1.7110, loss: 1.7110, grad_norm: 3.8733 2021-01-30 02:11:51,888 - mmaction - INFO - Epoch [44][3740/3757] lr: 1.000e-03, eta: 1 day, 5:19:33, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7859, loss_cls: 1.7516, loss: 1.7516, grad_norm: 3.8726 2021-01-30 02:12:13,202 - mmaction - INFO - Saving checkpoint at 44 epochs 2021-01-30 02:24:21,211 - mmaction - INFO - Epoch [45][20/3757] lr: 1.000e-03, eta: 1 day, 5:34:17, time: 36.380, data_time: 35.969, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7883, loss_cls: 1.7943, loss: 1.7943, grad_norm: 3.9936 2021-01-30 02:24:25,410 - mmaction - INFO - Epoch [45][40/3757] lr: 1.000e-03, eta: 1 day, 5:33:59, time: 0.220, data_time: 0.013, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7945, loss_cls: 1.8401, loss: 1.8401, grad_norm: 4.1127 2021-01-30 02:24:29,527 - mmaction - INFO - Epoch [45][60/3757] lr: 1.000e-03, eta: 1 day, 5:33:41, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5430, top5_acc: 0.7758, loss_cls: 1.8614, loss: 1.8614, grad_norm: 4.0198 2021-01-30 02:24:33,670 - mmaction - INFO - Epoch [45][80/3757] lr: 1.000e-03, eta: 1 day, 5:33:24, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7773, loss_cls: 1.8259, loss: 1.8259, grad_norm: 3.9452 2021-01-30 02:24:37,842 - mmaction - INFO - Epoch [45][100/3757] lr: 1.000e-03, eta: 1 day, 5:33:06, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8588, loss: 1.8588, grad_norm: 4.0382 2021-01-30 02:24:41,967 - mmaction - INFO - Epoch [45][120/3757] lr: 1.000e-03, eta: 1 day, 5:32:48, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7969, loss_cls: 1.8726, loss: 1.8726, grad_norm: 3.9985 2021-01-30 02:24:46,165 - mmaction - INFO - Epoch [45][140/3757] lr: 1.000e-03, eta: 1 day, 5:32:31, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8031, loss_cls: 1.7659, loss: 1.7659, grad_norm: 3.9171 2021-01-30 02:24:50,299 - mmaction - INFO - Epoch [45][160/3757] lr: 1.000e-03, eta: 1 day, 5:32:13, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7922, loss_cls: 1.7899, loss: 1.7899, grad_norm: 3.9337 2021-01-30 02:24:54,449 - mmaction - INFO - Epoch [45][180/3757] lr: 1.000e-03, eta: 1 day, 5:31:55, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7984, loss_cls: 1.7221, loss: 1.7221, grad_norm: 3.9584 2021-01-30 02:24:58,715 - mmaction - INFO - Epoch [45][200/3757] lr: 1.000e-03, eta: 1 day, 5:31:38, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7953, loss_cls: 1.8492, loss: 1.8492, grad_norm: 4.1292 2021-01-30 02:25:02,887 - mmaction - INFO - Epoch [45][220/3757] lr: 1.000e-03, eta: 1 day, 5:31:20, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7984, loss_cls: 1.8468, loss: 1.8468, grad_norm: 4.0925 2021-01-30 02:25:07,164 - mmaction - INFO - Epoch [45][240/3757] lr: 1.000e-03, eta: 1 day, 5:31:03, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7836, loss_cls: 1.8616, loss: 1.8616, grad_norm: 4.0147 2021-01-30 02:25:11,318 - mmaction - INFO - Epoch [45][260/3757] lr: 1.000e-03, eta: 1 day, 5:30:45, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7898, loss_cls: 1.8061, loss: 1.8061, grad_norm: 4.0599 2021-01-30 02:25:15,600 - mmaction - INFO - Epoch [45][280/3757] lr: 1.000e-03, eta: 1 day, 5:30:27, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8039, loss_cls: 1.7515, loss: 1.7515, grad_norm: 3.9225 2021-01-30 02:25:19,915 - mmaction - INFO - Epoch [45][300/3757] lr: 1.000e-03, eta: 1 day, 5:30:10, time: 0.216, data_time: 0.005, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7984, loss_cls: 1.7915, loss: 1.7915, grad_norm: 3.9920 2021-01-30 02:25:24,062 - mmaction - INFO - Epoch [45][320/3757] lr: 1.000e-03, eta: 1 day, 5:29:52, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7945, loss_cls: 1.7778, loss: 1.7778, grad_norm: 3.9538 2021-01-30 02:25:28,512 - mmaction - INFO - Epoch [45][340/3757] lr: 1.000e-03, eta: 1 day, 5:29:35, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7859, loss_cls: 1.7817, loss: 1.7817, grad_norm: 3.9863 2021-01-30 02:25:32,769 - mmaction - INFO - Epoch [45][360/3757] lr: 1.000e-03, eta: 1 day, 5:29:17, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7992, loss_cls: 1.7345, loss: 1.7345, grad_norm: 3.9350 2021-01-30 02:25:37,031 - mmaction - INFO - Epoch [45][380/3757] lr: 1.000e-03, eta: 1 day, 5:29:00, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7820, loss_cls: 1.8719, loss: 1.8719, grad_norm: 4.0960 2021-01-30 02:25:41,339 - mmaction - INFO - Epoch [45][400/3757] lr: 1.000e-03, eta: 1 day, 5:28:42, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.7354, loss: 1.7354, grad_norm: 3.9601 2021-01-30 02:25:45,726 - mmaction - INFO - Epoch [45][420/3757] lr: 1.000e-03, eta: 1 day, 5:28:25, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7922, loss_cls: 1.7377, loss: 1.7377, grad_norm: 3.9890 2021-01-30 02:25:50,216 - mmaction - INFO - Epoch [45][440/3757] lr: 1.000e-03, eta: 1 day, 5:28:08, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7797, loss_cls: 1.8660, loss: 1.8660, grad_norm: 4.0879 2021-01-30 02:25:54,603 - mmaction - INFO - Epoch [45][460/3757] lr: 1.000e-03, eta: 1 day, 5:27:51, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8109, loss_cls: 1.7619, loss: 1.7619, grad_norm: 4.0112 2021-01-30 02:25:59,102 - mmaction - INFO - Epoch [45][480/3757] lr: 1.000e-03, eta: 1 day, 5:27:33, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7955, loss: 1.7955, grad_norm: 4.0163 2021-01-30 02:26:03,562 - mmaction - INFO - Epoch [45][500/3757] lr: 1.000e-03, eta: 1 day, 5:27:16, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8141, loss_cls: 1.7295, loss: 1.7295, grad_norm: 4.0122 2021-01-30 02:26:08,758 - mmaction - INFO - Epoch [45][520/3757] lr: 1.000e-03, eta: 1 day, 5:27:00, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7734, loss_cls: 1.9056, loss: 1.9056, grad_norm: 4.0980 2021-01-30 02:26:14,314 - mmaction - INFO - Epoch [45][540/3757] lr: 1.000e-03, eta: 1 day, 5:26:44, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7844, loss_cls: 1.8217, loss: 1.8217, grad_norm: 3.9603 2021-01-30 02:26:18,979 - mmaction - INFO - Epoch [45][560/3757] lr: 1.000e-03, eta: 1 day, 5:26:27, time: 0.233, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8078, loss_cls: 1.7017, loss: 1.7017, grad_norm: 3.8572 2021-01-30 02:26:24,335 - mmaction - INFO - Epoch [45][580/3757] lr: 1.000e-03, eta: 1 day, 5:26:11, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7883, loss_cls: 1.8640, loss: 1.8640, grad_norm: 4.1166 2021-01-30 02:26:29,159 - mmaction - INFO - Epoch [45][600/3757] lr: 1.000e-03, eta: 1 day, 5:25:54, time: 0.241, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8156, loss_cls: 1.7279, loss: 1.7279, grad_norm: 4.0061 2021-01-30 02:26:34,140 - mmaction - INFO - Epoch [45][620/3757] lr: 1.000e-03, eta: 1 day, 5:25:37, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7898, loss_cls: 1.8394, loss: 1.8394, grad_norm: 4.1338 2021-01-30 02:26:38,864 - mmaction - INFO - Epoch [45][640/3757] lr: 1.000e-03, eta: 1 day, 5:25:21, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7953, loss_cls: 1.8420, loss: 1.8420, grad_norm: 4.1384 2021-01-30 02:26:44,158 - mmaction - INFO - Epoch [45][660/3757] lr: 1.000e-03, eta: 1 day, 5:25:04, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7820, loss_cls: 1.8596, loss: 1.8596, grad_norm: 4.1249 2021-01-30 02:26:50,328 - mmaction - INFO - Epoch [45][680/3757] lr: 1.000e-03, eta: 1 day, 5:24:49, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.7937, loss_cls: 1.7502, loss: 1.7502, grad_norm: 3.9316 2021-01-30 02:26:55,457 - mmaction - INFO - Epoch [45][700/3757] lr: 1.000e-03, eta: 1 day, 5:24:33, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7898, loss_cls: 1.8636, loss: 1.8636, grad_norm: 4.1523 2021-01-30 02:27:02,000 - mmaction - INFO - Epoch [45][720/3757] lr: 1.000e-03, eta: 1 day, 5:24:18, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7797, loss_cls: 1.8849, loss: 1.8849, grad_norm: 4.1002 2021-01-30 02:27:07,709 - mmaction - INFO - Epoch [45][740/3757] lr: 1.000e-03, eta: 1 day, 5:24:03, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7906, loss_cls: 1.8123, loss: 1.8123, grad_norm: 3.9886 2021-01-30 02:27:12,664 - mmaction - INFO - Epoch [45][760/3757] lr: 1.000e-03, eta: 1 day, 5:23:46, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.8008, loss_cls: 1.8134, loss: 1.8134, grad_norm: 3.9682 2021-01-30 02:27:18,160 - mmaction - INFO - Epoch [45][780/3757] lr: 1.000e-03, eta: 1 day, 5:23:30, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.8017, loss: 1.8017, grad_norm: 4.0708 2021-01-30 02:27:24,063 - mmaction - INFO - Epoch [45][800/3757] lr: 1.000e-03, eta: 1 day, 5:23:15, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7859, loss_cls: 1.8412, loss: 1.8412, grad_norm: 4.0661 2021-01-30 02:27:30,235 - mmaction - INFO - Epoch [45][820/3757] lr: 1.000e-03, eta: 1 day, 5:23:00, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8008, loss_cls: 1.8090, loss: 1.8090, grad_norm: 4.1183 2021-01-30 02:27:36,122 - mmaction - INFO - Epoch [45][840/3757] lr: 1.000e-03, eta: 1 day, 5:22:44, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8063, loss_cls: 1.6918, loss: 1.6918, grad_norm: 3.9192 2021-01-30 02:27:41,543 - mmaction - INFO - Epoch [45][860/3757] lr: 1.000e-03, eta: 1 day, 5:22:28, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7953, loss_cls: 1.7700, loss: 1.7700, grad_norm: 3.9790 2021-01-30 02:27:47,942 - mmaction - INFO - Epoch [45][880/3757] lr: 1.000e-03, eta: 1 day, 5:22:14, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7930, loss_cls: 1.8758, loss: 1.8758, grad_norm: 4.1047 2021-01-30 02:27:53,106 - mmaction - INFO - Epoch [45][900/3757] lr: 1.000e-03, eta: 1 day, 5:21:57, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8039, loss_cls: 1.7079, loss: 1.7079, grad_norm: 3.8908 2021-01-30 02:27:59,272 - mmaction - INFO - Epoch [45][920/3757] lr: 1.000e-03, eta: 1 day, 5:21:42, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.8156, loss_cls: 1.7763, loss: 1.7763, grad_norm: 4.1010 2021-01-30 02:28:04,873 - mmaction - INFO - Epoch [45][940/3757] lr: 1.000e-03, eta: 1 day, 5:21:27, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7906, loss_cls: 1.7981, loss: 1.7981, grad_norm: 4.1346 2021-01-30 02:28:11,337 - mmaction - INFO - Epoch [45][960/3757] lr: 1.000e-03, eta: 1 day, 5:21:12, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7984, loss_cls: 1.8024, loss: 1.8024, grad_norm: 4.0872 2021-01-30 02:28:16,632 - mmaction - INFO - Epoch [45][980/3757] lr: 1.000e-03, eta: 1 day, 5:20:56, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7859, loss_cls: 1.8732, loss: 1.8732, grad_norm: 4.0962 2021-01-30 02:28:23,229 - mmaction - INFO - Epoch [45][1000/3757] lr: 1.000e-03, eta: 1 day, 5:20:41, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7945, loss_cls: 1.7748, loss: 1.7748, grad_norm: 4.0272 2021-01-30 02:28:28,934 - mmaction - INFO - Epoch [45][1020/3757] lr: 1.000e-03, eta: 1 day, 5:20:26, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.8089, loss: 1.8089, grad_norm: 4.0005 2021-01-30 02:28:34,530 - mmaction - INFO - Epoch [45][1040/3757] lr: 1.000e-03, eta: 1 day, 5:20:10, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7965, loss: 1.7965, grad_norm: 4.0547 2021-01-30 02:28:40,292 - mmaction - INFO - Epoch [45][1060/3757] lr: 1.000e-03, eta: 1 day, 5:19:54, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7953, loss_cls: 1.7367, loss: 1.7367, grad_norm: 4.0630 2021-01-30 02:28:46,007 - mmaction - INFO - Epoch [45][1080/3757] lr: 1.000e-03, eta: 1 day, 5:19:39, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7395, loss: 1.7395, grad_norm: 3.9719 2021-01-30 02:28:52,328 - mmaction - INFO - Epoch [45][1100/3757] lr: 1.000e-03, eta: 1 day, 5:19:24, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8016, loss_cls: 1.7408, loss: 1.7408, grad_norm: 4.1186 2021-01-30 02:28:59,310 - mmaction - INFO - Epoch [45][1120/3757] lr: 1.000e-03, eta: 1 day, 5:19:10, time: 0.349, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7875, loss_cls: 1.7851, loss: 1.7851, grad_norm: 4.1650 2021-01-30 02:29:04,992 - mmaction - INFO - Epoch [45][1140/3757] lr: 1.000e-03, eta: 1 day, 5:18:54, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7867, loss_cls: 1.8233, loss: 1.8233, grad_norm: 4.1326 2021-01-30 02:29:10,514 - mmaction - INFO - Epoch [45][1160/3757] lr: 1.000e-03, eta: 1 day, 5:18:39, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7930, loss_cls: 1.8117, loss: 1.8117, grad_norm: 4.0714 2021-01-30 02:29:16,793 - mmaction - INFO - Epoch [45][1180/3757] lr: 1.000e-03, eta: 1 day, 5:18:24, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7984, loss_cls: 1.7797, loss: 1.7797, grad_norm: 4.1089 2021-01-30 02:29:22,427 - mmaction - INFO - Epoch [45][1200/3757] lr: 1.000e-03, eta: 1 day, 5:18:08, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.8318, loss: 1.8318, grad_norm: 4.1490 2021-01-30 02:29:28,148 - mmaction - INFO - Epoch [45][1220/3757] lr: 1.000e-03, eta: 1 day, 5:17:52, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7945, loss_cls: 1.7915, loss: 1.7915, grad_norm: 4.0555 2021-01-30 02:29:34,522 - mmaction - INFO - Epoch [45][1240/3757] lr: 1.000e-03, eta: 1 day, 5:17:38, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8102, loss_cls: 1.7383, loss: 1.7383, grad_norm: 3.9754 2021-01-30 02:29:41,049 - mmaction - INFO - Epoch [45][1260/3757] lr: 1.000e-03, eta: 1 day, 5:17:23, time: 0.327, data_time: 0.003, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7922, loss_cls: 1.8710, loss: 1.8710, grad_norm: 4.0443 2021-01-30 02:29:46,747 - mmaction - INFO - Epoch [45][1280/3757] lr: 1.000e-03, eta: 1 day, 5:17:08, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7930, loss_cls: 1.7975, loss: 1.7975, grad_norm: 4.0583 2021-01-30 02:29:52,728 - mmaction - INFO - Epoch [45][1300/3757] lr: 1.000e-03, eta: 1 day, 5:16:52, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7828, loss_cls: 1.8154, loss: 1.8154, grad_norm: 4.0314 2021-01-30 02:29:58,697 - mmaction - INFO - Epoch [45][1320/3757] lr: 1.000e-03, eta: 1 day, 5:16:37, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8047, loss_cls: 1.7716, loss: 1.7716, grad_norm: 3.9401 2021-01-30 02:30:04,517 - mmaction - INFO - Epoch [45][1340/3757] lr: 1.000e-03, eta: 1 day, 5:16:22, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7883, loss_cls: 1.8487, loss: 1.8487, grad_norm: 4.0906 2021-01-30 02:30:11,361 - mmaction - INFO - Epoch [45][1360/3757] lr: 1.000e-03, eta: 1 day, 5:16:07, time: 0.342, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8016, loss_cls: 1.7782, loss: 1.7782, grad_norm: 4.0640 2021-01-30 02:30:16,991 - mmaction - INFO - Epoch [45][1380/3757] lr: 1.000e-03, eta: 1 day, 5:15:52, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7883, loss_cls: 1.7963, loss: 1.7963, grad_norm: 3.9301 2021-01-30 02:30:24,019 - mmaction - INFO - Epoch [45][1400/3757] lr: 1.000e-03, eta: 1 day, 5:15:38, time: 0.351, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8266, loss_cls: 1.6378, loss: 1.6378, grad_norm: 3.9178 2021-01-30 02:30:30,650 - mmaction - INFO - Epoch [45][1420/3757] lr: 1.000e-03, eta: 1 day, 5:15:23, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7859, loss_cls: 1.9017, loss: 1.9017, grad_norm: 4.1011 2021-01-30 02:30:36,217 - mmaction - INFO - Epoch [45][1440/3757] lr: 1.000e-03, eta: 1 day, 5:15:08, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8102, loss_cls: 1.7593, loss: 1.7593, grad_norm: 3.9638 2021-01-30 02:30:42,085 - mmaction - INFO - Epoch [45][1460/3757] lr: 1.000e-03, eta: 1 day, 5:14:52, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7766, loss_cls: 1.9213, loss: 1.9213, grad_norm: 4.1188 2021-01-30 02:30:48,384 - mmaction - INFO - Epoch [45][1480/3757] lr: 1.000e-03, eta: 1 day, 5:14:38, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7820, loss_cls: 1.8390, loss: 1.8390, grad_norm: 4.0314 2021-01-30 02:30:54,327 - mmaction - INFO - Epoch [45][1500/3757] lr: 1.000e-03, eta: 1 day, 5:14:22, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8109, loss_cls: 1.7153, loss: 1.7153, grad_norm: 3.9254 2021-01-30 02:31:00,049 - mmaction - INFO - Epoch [45][1520/3757] lr: 1.000e-03, eta: 1 day, 5:14:07, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7898, loss_cls: 1.8005, loss: 1.8005, grad_norm: 4.0202 2021-01-30 02:31:05,929 - mmaction - INFO - Epoch [45][1540/3757] lr: 1.000e-03, eta: 1 day, 5:13:51, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.7940, loss: 1.7940, grad_norm: 4.0636 2021-01-30 02:31:12,343 - mmaction - INFO - Epoch [45][1560/3757] lr: 1.000e-03, eta: 1 day, 5:13:37, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7852, loss_cls: 1.8379, loss: 1.8379, grad_norm: 3.9719 2021-01-30 02:31:17,981 - mmaction - INFO - Epoch [45][1580/3757] lr: 1.000e-03, eta: 1 day, 5:13:21, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7945, loss_cls: 1.7668, loss: 1.7668, grad_norm: 3.9582 2021-01-30 02:31:24,292 - mmaction - INFO - Epoch [45][1600/3757] lr: 1.000e-03, eta: 1 day, 5:13:06, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7930, loss_cls: 1.8019, loss: 1.8019, grad_norm: 3.9506 2021-01-30 02:31:29,829 - mmaction - INFO - Epoch [45][1620/3757] lr: 1.000e-03, eta: 1 day, 5:12:51, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8195, loss_cls: 1.6499, loss: 1.6499, grad_norm: 3.8653 2021-01-30 02:31:36,090 - mmaction - INFO - Epoch [45][1640/3757] lr: 1.000e-03, eta: 1 day, 5:12:36, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7875, loss_cls: 1.8516, loss: 1.8516, grad_norm: 4.1282 2021-01-30 02:31:41,991 - mmaction - INFO - Epoch [45][1660/3757] lr: 1.000e-03, eta: 1 day, 5:12:20, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7142, loss: 1.7142, grad_norm: 3.9769 2021-01-30 02:31:48,729 - mmaction - INFO - Epoch [45][1680/3757] lr: 1.000e-03, eta: 1 day, 5:12:06, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7812, loss_cls: 1.8250, loss: 1.8250, grad_norm: 4.0537 2021-01-30 02:31:54,408 - mmaction - INFO - Epoch [45][1700/3757] lr: 1.000e-03, eta: 1 day, 5:11:51, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7945, loss_cls: 1.7900, loss: 1.7900, grad_norm: 3.9581 2021-01-30 02:32:01,774 - mmaction - INFO - Epoch [45][1720/3757] lr: 1.000e-03, eta: 1 day, 5:11:37, time: 0.368, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8078, loss_cls: 1.7496, loss: 1.7496, grad_norm: 4.0067 2021-01-30 02:32:07,399 - mmaction - INFO - Epoch [45][1740/3757] lr: 1.000e-03, eta: 1 day, 5:11:22, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8023, loss_cls: 1.7817, loss: 1.7817, grad_norm: 4.0227 2021-01-30 02:32:13,027 - mmaction - INFO - Epoch [45][1760/3757] lr: 1.000e-03, eta: 1 day, 5:11:06, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7945, loss_cls: 1.7945, loss: 1.7945, grad_norm: 3.9487 2021-01-30 02:32:19,014 - mmaction - INFO - Epoch [45][1780/3757] lr: 1.000e-03, eta: 1 day, 5:10:51, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7891, loss_cls: 1.8415, loss: 1.8415, grad_norm: 4.0228 2021-01-30 02:32:24,938 - mmaction - INFO - Epoch [45][1800/3757] lr: 1.000e-03, eta: 1 day, 5:10:36, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7507, loss: 1.7507, grad_norm: 3.9454 2021-01-30 02:32:31,095 - mmaction - INFO - Epoch [45][1820/3757] lr: 1.000e-03, eta: 1 day, 5:10:21, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8102, loss_cls: 1.7573, loss: 1.7573, grad_norm: 4.0719 2021-01-30 02:32:36,614 - mmaction - INFO - Epoch [45][1840/3757] lr: 1.000e-03, eta: 1 day, 5:10:05, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7781, loss_cls: 1.8151, loss: 1.8151, grad_norm: 3.9440 2021-01-30 02:32:42,508 - mmaction - INFO - Epoch [45][1860/3757] lr: 1.000e-03, eta: 1 day, 5:09:50, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.7483, loss: 1.7483, grad_norm: 4.0436 2021-01-30 02:32:48,724 - mmaction - INFO - Epoch [45][1880/3757] lr: 1.000e-03, eta: 1 day, 5:09:35, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7883, loss_cls: 1.8426, loss: 1.8426, grad_norm: 4.0184 2021-01-30 02:32:54,745 - mmaction - INFO - Epoch [45][1900/3757] lr: 1.000e-03, eta: 1 day, 5:09:20, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7992, loss_cls: 1.7867, loss: 1.7867, grad_norm: 4.0040 2021-01-30 02:33:01,250 - mmaction - INFO - Epoch [45][1920/3757] lr: 1.000e-03, eta: 1 day, 5:09:05, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.8000, loss_cls: 1.8097, loss: 1.8097, grad_norm: 4.0073 2021-01-30 02:33:07,282 - mmaction - INFO - Epoch [45][1940/3757] lr: 1.000e-03, eta: 1 day, 5:08:50, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7797, loss_cls: 1.8805, loss: 1.8805, grad_norm: 4.0605 2021-01-30 02:33:13,254 - mmaction - INFO - Epoch [45][1960/3757] lr: 1.000e-03, eta: 1 day, 5:08:35, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8070, loss_cls: 1.7372, loss: 1.7372, grad_norm: 3.9091 2021-01-30 02:33:19,880 - mmaction - INFO - Epoch [45][1980/3757] lr: 1.000e-03, eta: 1 day, 5:08:20, time: 0.331, data_time: 0.003, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8016, loss_cls: 1.7593, loss: 1.7593, grad_norm: 4.0537 2021-01-30 02:33:25,241 - mmaction - INFO - Epoch [45][2000/3757] lr: 1.000e-03, eta: 1 day, 5:08:05, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7852, loss_cls: 1.8858, loss: 1.8858, grad_norm: 4.1112 2021-01-30 02:33:31,293 - mmaction - INFO - Epoch [45][2020/3757] lr: 1.000e-03, eta: 1 day, 5:07:49, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8023, loss_cls: 1.7756, loss: 1.7756, grad_norm: 4.0179 2021-01-30 02:33:37,605 - mmaction - INFO - Epoch [45][2040/3757] lr: 1.000e-03, eta: 1 day, 5:07:35, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8063, loss_cls: 1.7450, loss: 1.7450, grad_norm: 3.9539 2021-01-30 02:33:43,621 - mmaction - INFO - Epoch [45][2060/3757] lr: 1.000e-03, eta: 1 day, 5:07:20, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7758, loss_cls: 1.8821, loss: 1.8821, grad_norm: 4.0431 2021-01-30 02:33:49,230 - mmaction - INFO - Epoch [45][2080/3757] lr: 1.000e-03, eta: 1 day, 5:07:04, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.7345, loss: 1.7345, grad_norm: 3.9744 2021-01-30 02:33:55,862 - mmaction - INFO - Epoch [45][2100/3757] lr: 1.000e-03, eta: 1 day, 5:06:50, time: 0.332, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7914, loss_cls: 1.7695, loss: 1.7695, grad_norm: 3.8583 2021-01-30 02:34:01,446 - mmaction - INFO - Epoch [45][2120/3757] lr: 1.000e-03, eta: 1 day, 5:06:34, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7867, loss_cls: 1.7571, loss: 1.7571, grad_norm: 3.9272 2021-01-30 02:34:07,851 - mmaction - INFO - Epoch [45][2140/3757] lr: 1.000e-03, eta: 1 day, 5:06:19, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7961, loss_cls: 1.8397, loss: 1.8397, grad_norm: 4.0653 2021-01-30 02:34:14,039 - mmaction - INFO - Epoch [45][2160/3757] lr: 1.000e-03, eta: 1 day, 5:06:05, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7898, loss_cls: 1.8311, loss: 1.8311, grad_norm: 4.0235 2021-01-30 02:34:19,823 - mmaction - INFO - Epoch [45][2180/3757] lr: 1.000e-03, eta: 1 day, 5:05:49, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7945, loss_cls: 1.7855, loss: 1.7855, grad_norm: 3.9165 2021-01-30 02:34:26,565 - mmaction - INFO - Epoch [45][2200/3757] lr: 1.000e-03, eta: 1 day, 5:05:35, time: 0.337, data_time: 0.003, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8016, loss_cls: 1.8247, loss: 1.8247, grad_norm: 4.1255 2021-01-30 02:34:32,728 - mmaction - INFO - Epoch [45][2220/3757] lr: 1.000e-03, eta: 1 day, 5:05:20, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7984, loss_cls: 1.8596, loss: 1.8596, grad_norm: 4.0713 2021-01-30 02:34:38,892 - mmaction - INFO - Epoch [45][2240/3757] lr: 1.000e-03, eta: 1 day, 5:05:05, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8234, loss_cls: 1.6265, loss: 1.6265, grad_norm: 3.8697 2021-01-30 02:34:44,750 - mmaction - INFO - Epoch [45][2260/3757] lr: 1.000e-03, eta: 1 day, 5:04:50, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7581, loss: 1.7581, grad_norm: 4.0833 2021-01-30 02:34:51,371 - mmaction - INFO - Epoch [45][2280/3757] lr: 1.000e-03, eta: 1 day, 5:04:36, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8125, loss_cls: 1.7432, loss: 1.7432, grad_norm: 4.0544 2021-01-30 02:34:57,950 - mmaction - INFO - Epoch [45][2300/3757] lr: 1.000e-03, eta: 1 day, 5:04:21, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7820, loss_cls: 1.8962, loss: 1.8962, grad_norm: 4.0884 2021-01-30 02:35:03,511 - mmaction - INFO - Epoch [45][2320/3757] lr: 1.000e-03, eta: 1 day, 5:04:06, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7937, loss_cls: 1.7866, loss: 1.7866, grad_norm: 4.0267 2021-01-30 02:35:10,024 - mmaction - INFO - Epoch [45][2340/3757] lr: 1.000e-03, eta: 1 day, 5:03:51, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7875, loss_cls: 1.7846, loss: 1.7846, grad_norm: 3.9829 2021-01-30 02:35:16,180 - mmaction - INFO - Epoch [45][2360/3757] lr: 1.000e-03, eta: 1 day, 5:03:36, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.7345, loss: 1.7345, grad_norm: 3.9245 2021-01-30 02:35:22,547 - mmaction - INFO - Epoch [45][2380/3757] lr: 1.000e-03, eta: 1 day, 5:03:22, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7781, loss: 1.7781, grad_norm: 4.0442 2021-01-30 02:35:29,005 - mmaction - INFO - Epoch [45][2400/3757] lr: 1.000e-03, eta: 1 day, 5:03:07, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5367, top5_acc: 0.7820, loss_cls: 1.9183, loss: 1.9183, grad_norm: 4.0928 2021-01-30 02:35:34,962 - mmaction - INFO - Epoch [45][2420/3757] lr: 1.000e-03, eta: 1 day, 5:02:52, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8039, loss_cls: 1.7716, loss: 1.7716, grad_norm: 4.0282 2021-01-30 02:35:40,871 - mmaction - INFO - Epoch [45][2440/3757] lr: 1.000e-03, eta: 1 day, 5:02:37, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8000, loss_cls: 1.7857, loss: 1.7857, grad_norm: 4.0555 2021-01-30 02:35:47,381 - mmaction - INFO - Epoch [45][2460/3757] lr: 1.000e-03, eta: 1 day, 5:02:22, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7906, loss_cls: 1.8075, loss: 1.8075, grad_norm: 4.0881 2021-01-30 02:35:52,968 - mmaction - INFO - Epoch [45][2480/3757] lr: 1.000e-03, eta: 1 day, 5:02:07, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7930, loss_cls: 1.7697, loss: 1.7697, grad_norm: 3.9531 2021-01-30 02:35:59,605 - mmaction - INFO - Epoch [45][2500/3757] lr: 1.000e-03, eta: 1 day, 5:01:52, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7867, loss_cls: 1.7938, loss: 1.7938, grad_norm: 4.0415 2021-01-30 02:36:05,736 - mmaction - INFO - Epoch [45][2520/3757] lr: 1.000e-03, eta: 1 day, 5:01:37, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7766, loss_cls: 1.8515, loss: 1.8515, grad_norm: 3.9962 2021-01-30 02:36:11,534 - mmaction - INFO - Epoch [45][2540/3757] lr: 1.000e-03, eta: 1 day, 5:01:22, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8587, loss: 1.8587, grad_norm: 4.1086 2021-01-30 02:36:17,821 - mmaction - INFO - Epoch [45][2560/3757] lr: 1.000e-03, eta: 1 day, 5:01:07, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8125, loss_cls: 1.6636, loss: 1.6636, grad_norm: 3.9184 2021-01-30 02:36:24,060 - mmaction - INFO - Epoch [45][2580/3757] lr: 1.000e-03, eta: 1 day, 5:00:53, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.7016, loss: 1.7016, grad_norm: 3.9429 2021-01-30 02:36:29,919 - mmaction - INFO - Epoch [45][2600/3757] lr: 1.000e-03, eta: 1 day, 5:00:37, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7272, loss: 1.7272, grad_norm: 4.0679 2021-01-30 02:36:36,232 - mmaction - INFO - Epoch [45][2620/3757] lr: 1.000e-03, eta: 1 day, 5:00:23, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8211, loss_cls: 1.5902, loss: 1.5902, grad_norm: 3.8425 2021-01-30 02:36:41,793 - mmaction - INFO - Epoch [45][2640/3757] lr: 1.000e-03, eta: 1 day, 5:00:07, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.7673, loss: 1.7673, grad_norm: 4.1065 2021-01-30 02:36:47,818 - mmaction - INFO - Epoch [45][2660/3757] lr: 1.000e-03, eta: 1 day, 4:59:52, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7977, loss_cls: 1.7647, loss: 1.7647, grad_norm: 4.0236 2021-01-30 02:36:53,672 - mmaction - INFO - Epoch [45][2680/3757] lr: 1.000e-03, eta: 1 day, 4:59:37, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7977, loss_cls: 1.7920, loss: 1.7920, grad_norm: 4.0584 2021-01-30 02:36:59,247 - mmaction - INFO - Epoch [45][2700/3757] lr: 1.000e-03, eta: 1 day, 4:59:21, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7867, loss_cls: 1.8957, loss: 1.8957, grad_norm: 4.1005 2021-01-30 02:37:05,155 - mmaction - INFO - Epoch [45][2720/3757] lr: 1.000e-03, eta: 1 day, 4:59:06, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7937, loss_cls: 1.8038, loss: 1.8038, grad_norm: 4.0553 2021-01-30 02:37:11,313 - mmaction - INFO - Epoch [45][2740/3757] lr: 1.000e-03, eta: 1 day, 4:58:51, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7930, loss_cls: 1.7837, loss: 1.7837, grad_norm: 4.0094 2021-01-30 02:37:17,807 - mmaction - INFO - Epoch [45][2760/3757] lr: 1.000e-03, eta: 1 day, 4:58:37, time: 0.325, data_time: 0.000, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8003, loss: 1.8003, grad_norm: 4.0730 2021-01-30 02:37:24,205 - mmaction - INFO - Epoch [45][2780/3757] lr: 1.000e-03, eta: 1 day, 4:58:22, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.8016, loss_cls: 1.8225, loss: 1.8225, grad_norm: 4.1404 2021-01-30 02:37:30,937 - mmaction - INFO - Epoch [45][2800/3757] lr: 1.000e-03, eta: 1 day, 4:58:08, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.6863, loss: 1.6863, grad_norm: 3.9381 2021-01-30 02:37:37,324 - mmaction - INFO - Epoch [45][2820/3757] lr: 1.000e-03, eta: 1 day, 4:57:53, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7953, loss_cls: 1.8308, loss: 1.8308, grad_norm: 3.9820 2021-01-30 02:37:43,187 - mmaction - INFO - Epoch [45][2840/3757] lr: 1.000e-03, eta: 1 day, 4:57:38, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7859, loss: 1.7859, grad_norm: 3.9836 2021-01-30 02:37:48,787 - mmaction - INFO - Epoch [45][2860/3757] lr: 1.000e-03, eta: 1 day, 4:57:23, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7992, loss_cls: 1.7824, loss: 1.7824, grad_norm: 4.0240 2021-01-30 02:37:54,942 - mmaction - INFO - Epoch [45][2880/3757] lr: 1.000e-03, eta: 1 day, 4:57:08, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7875, loss_cls: 1.7997, loss: 1.7997, grad_norm: 3.9626 2021-01-30 02:38:01,392 - mmaction - INFO - Epoch [45][2900/3757] lr: 1.000e-03, eta: 1 day, 4:56:53, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7694, loss: 1.7694, grad_norm: 4.0807 2021-01-30 02:38:07,557 - mmaction - INFO - Epoch [45][2920/3757] lr: 1.000e-03, eta: 1 day, 4:56:39, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5398, top5_acc: 0.7859, loss_cls: 1.9004, loss: 1.9004, grad_norm: 4.1392 2021-01-30 02:38:13,976 - mmaction - INFO - Epoch [45][2940/3757] lr: 1.000e-03, eta: 1 day, 4:56:24, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7937, loss_cls: 1.8353, loss: 1.8353, grad_norm: 4.0241 2021-01-30 02:38:20,205 - mmaction - INFO - Epoch [45][2960/3757] lr: 1.000e-03, eta: 1 day, 4:56:09, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7766, loss_cls: 1.8812, loss: 1.8812, grad_norm: 4.1395 2021-01-30 02:38:26,379 - mmaction - INFO - Epoch [45][2980/3757] lr: 1.000e-03, eta: 1 day, 4:55:54, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8047, loss_cls: 1.7632, loss: 1.7632, grad_norm: 3.9088 2021-01-30 02:38:32,599 - mmaction - INFO - Epoch [45][3000/3757] lr: 1.000e-03, eta: 1 day, 4:55:40, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7906, loss_cls: 1.8016, loss: 1.8016, grad_norm: 3.9942 2021-01-30 02:38:38,755 - mmaction - INFO - Epoch [45][3020/3757] lr: 1.000e-03, eta: 1 day, 4:55:25, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7875, loss_cls: 1.8060, loss: 1.8060, grad_norm: 3.9608 2021-01-30 02:38:44,484 - mmaction - INFO - Epoch [45][3040/3757] lr: 1.000e-03, eta: 1 day, 4:55:10, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8086, loss_cls: 1.7570, loss: 1.7570, grad_norm: 4.0278 2021-01-30 02:38:50,839 - mmaction - INFO - Epoch [45][3060/3757] lr: 1.000e-03, eta: 1 day, 4:54:55, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7867, loss_cls: 1.8253, loss: 1.8253, grad_norm: 4.0259 2021-01-30 02:38:56,621 - mmaction - INFO - Epoch [45][3080/3757] lr: 1.000e-03, eta: 1 day, 4:54:40, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7898, loss_cls: 1.7862, loss: 1.7862, grad_norm: 4.0349 2021-01-30 02:39:03,065 - mmaction - INFO - Epoch [45][3100/3757] lr: 1.000e-03, eta: 1 day, 4:54:25, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7820, loss_cls: 1.8281, loss: 1.8281, grad_norm: 3.9766 2021-01-30 02:39:09,433 - mmaction - INFO - Epoch [45][3120/3757] lr: 1.000e-03, eta: 1 day, 4:54:11, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7828, loss_cls: 1.8659, loss: 1.8659, grad_norm: 4.0576 2021-01-30 02:39:15,411 - mmaction - INFO - Epoch [45][3140/3757] lr: 1.000e-03, eta: 1 day, 4:53:56, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7945, loss_cls: 1.8054, loss: 1.8054, grad_norm: 3.9631 2021-01-30 02:39:21,360 - mmaction - INFO - Epoch [45][3160/3757] lr: 1.000e-03, eta: 1 day, 4:53:41, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7914, loss_cls: 1.7772, loss: 1.7772, grad_norm: 3.8960 2021-01-30 02:39:27,765 - mmaction - INFO - Epoch [45][3180/3757] lr: 1.000e-03, eta: 1 day, 4:53:26, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7984, loss_cls: 1.7920, loss: 1.7920, grad_norm: 4.0464 2021-01-30 02:39:33,785 - mmaction - INFO - Epoch [45][3200/3757] lr: 1.000e-03, eta: 1 day, 4:53:11, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8133, loss_cls: 1.6577, loss: 1.6577, grad_norm: 3.9184 2021-01-30 02:39:40,045 - mmaction - INFO - Epoch [45][3220/3757] lr: 1.000e-03, eta: 1 day, 4:52:56, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8460, loss: 1.8460, grad_norm: 4.1141 2021-01-30 02:39:46,098 - mmaction - INFO - Epoch [45][3240/3757] lr: 1.000e-03, eta: 1 day, 4:52:41, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.8684, loss: 1.8684, grad_norm: 4.0722 2021-01-30 02:39:51,879 - mmaction - INFO - Epoch [45][3260/3757] lr: 1.000e-03, eta: 1 day, 4:52:26, time: 0.290, data_time: 0.005, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.7158, loss: 1.7158, grad_norm: 3.9416 2021-01-30 02:39:57,895 - mmaction - INFO - Epoch [45][3280/3757] lr: 1.000e-03, eta: 1 day, 4:52:11, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7805, loss_cls: 1.8213, loss: 1.8213, grad_norm: 4.0606 2021-01-30 02:40:04,347 - mmaction - INFO - Epoch [45][3300/3757] lr: 1.000e-03, eta: 1 day, 4:51:57, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8078, loss_cls: 1.7149, loss: 1.7149, grad_norm: 3.9763 2021-01-30 02:40:10,468 - mmaction - INFO - Epoch [45][3320/3757] lr: 1.000e-03, eta: 1 day, 4:51:42, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7891, loss_cls: 1.8590, loss: 1.8590, grad_norm: 4.1927 2021-01-30 02:40:16,112 - mmaction - INFO - Epoch [45][3340/3757] lr: 1.000e-03, eta: 1 day, 4:51:26, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.7094, loss: 1.7094, grad_norm: 3.9848 2021-01-30 02:40:21,757 - mmaction - INFO - Epoch [45][3360/3757] lr: 1.000e-03, eta: 1 day, 4:51:11, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.8016, loss_cls: 1.8448, loss: 1.8448, grad_norm: 4.1735 2021-01-30 02:40:28,231 - mmaction - INFO - Epoch [45][3380/3757] lr: 1.000e-03, eta: 1 day, 4:50:57, time: 0.323, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7945, loss_cls: 1.7899, loss: 1.7899, grad_norm: 4.0602 2021-01-30 02:40:34,154 - mmaction - INFO - Epoch [45][3400/3757] lr: 1.000e-03, eta: 1 day, 4:50:42, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7984, loss_cls: 1.7619, loss: 1.7619, grad_norm: 4.0736 2021-01-30 02:40:40,699 - mmaction - INFO - Epoch [45][3420/3757] lr: 1.000e-03, eta: 1 day, 4:50:27, time: 0.327, data_time: 0.003, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7883, loss_cls: 1.8144, loss: 1.8144, grad_norm: 4.1118 2021-01-30 02:40:47,404 - mmaction - INFO - Epoch [45][3440/3757] lr: 1.000e-03, eta: 1 day, 4:50:13, time: 0.336, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7805, loss_cls: 1.8723, loss: 1.8723, grad_norm: 4.1912 2021-01-30 02:40:52,991 - mmaction - INFO - Epoch [45][3460/3757] lr: 1.000e-03, eta: 1 day, 4:49:58, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.7625, loss: 1.7625, grad_norm: 3.9738 2021-01-30 02:40:58,867 - mmaction - INFO - Epoch [45][3480/3757] lr: 1.000e-03, eta: 1 day, 4:49:43, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7984, loss_cls: 1.7766, loss: 1.7766, grad_norm: 3.9035 2021-01-30 02:41:04,575 - mmaction - INFO - Epoch [45][3500/3757] lr: 1.000e-03, eta: 1 day, 4:49:27, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7992, loss_cls: 1.7531, loss: 1.7531, grad_norm: 4.0275 2021-01-30 02:41:10,838 - mmaction - INFO - Epoch [45][3520/3757] lr: 1.000e-03, eta: 1 day, 4:49:13, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7891, loss_cls: 1.8200, loss: 1.8200, grad_norm: 4.0805 2021-01-30 02:41:16,892 - mmaction - INFO - Epoch [45][3540/3757] lr: 1.000e-03, eta: 1 day, 4:48:58, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7859, loss_cls: 1.7940, loss: 1.7940, grad_norm: 4.1058 2021-01-30 02:41:23,842 - mmaction - INFO - Epoch [45][3560/3757] lr: 1.000e-03, eta: 1 day, 4:48:44, time: 0.347, data_time: 0.004, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.7832, loss: 1.7832, grad_norm: 4.1104 2021-01-30 02:41:30,271 - mmaction - INFO - Epoch [45][3580/3757] lr: 1.000e-03, eta: 1 day, 4:48:29, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7781, loss_cls: 1.8255, loss: 1.8255, grad_norm: 4.1143 2021-01-30 02:41:36,672 - mmaction - INFO - Epoch [45][3600/3757] lr: 1.000e-03, eta: 1 day, 4:48:15, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 1.8305, loss: 1.8305, grad_norm: 4.1539 2021-01-30 02:41:43,109 - mmaction - INFO - Epoch [45][3620/3757] lr: 1.000e-03, eta: 1 day, 4:48:01, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7891, loss_cls: 1.8973, loss: 1.8973, grad_norm: 4.1919 2021-01-30 02:41:49,012 - mmaction - INFO - Epoch [45][3640/3757] lr: 1.000e-03, eta: 1 day, 4:47:45, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.7390, loss: 1.7390, grad_norm: 3.9123 2021-01-30 02:41:54,962 - mmaction - INFO - Epoch [45][3660/3757] lr: 1.000e-03, eta: 1 day, 4:47:30, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7930, loss_cls: 1.7953, loss: 1.7953, grad_norm: 4.0708 2021-01-30 02:42:01,064 - mmaction - INFO - Epoch [45][3680/3757] lr: 1.000e-03, eta: 1 day, 4:47:16, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7898, loss_cls: 1.7631, loss: 1.7631, grad_norm: 4.0142 2021-01-30 02:42:08,095 - mmaction - INFO - Epoch [45][3700/3757] lr: 1.000e-03, eta: 1 day, 4:47:02, time: 0.351, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7747, loss: 1.7747, grad_norm: 3.9914 2021-01-30 02:42:13,652 - mmaction - INFO - Epoch [45][3720/3757] lr: 1.000e-03, eta: 1 day, 4:46:46, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7734, loss_cls: 1.8396, loss: 1.8396, grad_norm: 4.0731 2021-01-30 02:42:20,579 - mmaction - INFO - Epoch [45][3740/3757] lr: 1.000e-03, eta: 1 day, 4:46:33, time: 0.347, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8031, loss_cls: 1.7980, loss: 1.7980, grad_norm: 4.0849 2021-01-30 02:42:41,690 - mmaction - INFO - Saving checkpoint at 45 epochs 2021-01-30 02:54:59,553 - mmaction - INFO - Epoch [46][20/3757] lr: 1.000e-03, eta: 1 day, 5:00:53, time: 36.875, data_time: 36.488, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8125, loss_cls: 1.6474, loss: 1.6474, grad_norm: 3.8754 2021-01-30 02:55:03,785 - mmaction - INFO - Epoch [46][40/3757] lr: 1.000e-03, eta: 1 day, 5:00:35, time: 0.220, data_time: 0.011, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8102, loss_cls: 1.7073, loss: 1.7073, grad_norm: 3.9336 2021-01-30 02:55:07,905 - mmaction - INFO - Epoch [46][60/3757] lr: 1.000e-03, eta: 1 day, 5:00:18, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7906, loss_cls: 1.8323, loss: 1.8323, grad_norm: 4.0056 2021-01-30 02:55:12,100 - mmaction - INFO - Epoch [46][80/3757] lr: 1.000e-03, eta: 1 day, 5:00:01, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7953, loss_cls: 1.7940, loss: 1.7940, grad_norm: 4.1633 2021-01-30 02:55:16,347 - mmaction - INFO - Epoch [46][100/3757] lr: 1.000e-03, eta: 1 day, 4:59:43, time: 0.212, data_time: 0.003, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.7169, loss: 1.7169, grad_norm: 4.1354 2021-01-30 02:55:20,482 - mmaction - INFO - Epoch [46][120/3757] lr: 1.000e-03, eta: 1 day, 4:59:26, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8055, loss_cls: 1.7316, loss: 1.7316, grad_norm: 4.0547 2021-01-30 02:55:24,676 - mmaction - INFO - Epoch [46][140/3757] lr: 1.000e-03, eta: 1 day, 4:59:09, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7457, loss: 1.7457, grad_norm: 4.0623 2021-01-30 02:55:28,817 - mmaction - INFO - Epoch [46][160/3757] lr: 1.000e-03, eta: 1 day, 4:58:51, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7879, loss: 1.7879, grad_norm: 4.0548 2021-01-30 02:55:32,943 - mmaction - INFO - Epoch [46][180/3757] lr: 1.000e-03, eta: 1 day, 4:58:34, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7930, loss_cls: 1.8169, loss: 1.8169, grad_norm: 4.0245 2021-01-30 02:55:37,188 - mmaction - INFO - Epoch [46][200/3757] lr: 1.000e-03, eta: 1 day, 4:58:17, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7859, loss_cls: 1.7779, loss: 1.7779, grad_norm: 3.9837 2021-01-30 02:55:41,339 - mmaction - INFO - Epoch [46][220/3757] lr: 1.000e-03, eta: 1 day, 4:57:59, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7836, loss_cls: 1.8732, loss: 1.8732, grad_norm: 4.1682 2021-01-30 02:55:45,656 - mmaction - INFO - Epoch [46][240/3757] lr: 1.000e-03, eta: 1 day, 4:57:42, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.8096, loss: 1.8096, grad_norm: 4.0895 2021-01-30 02:55:49,814 - mmaction - INFO - Epoch [46][260/3757] lr: 1.000e-03, eta: 1 day, 4:57:25, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7961, loss_cls: 1.7791, loss: 1.7791, grad_norm: 3.9415 2021-01-30 02:55:54,130 - mmaction - INFO - Epoch [46][280/3757] lr: 1.000e-03, eta: 1 day, 4:57:08, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7859, loss_cls: 1.8416, loss: 1.8416, grad_norm: 4.0871 2021-01-30 02:55:58,339 - mmaction - INFO - Epoch [46][300/3757] lr: 1.000e-03, eta: 1 day, 4:56:50, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.7796, loss: 1.7796, grad_norm: 3.9702 2021-01-30 02:56:02,550 - mmaction - INFO - Epoch [46][320/3757] lr: 1.000e-03, eta: 1 day, 4:56:33, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7639, loss: 1.7639, grad_norm: 4.0139 2021-01-30 02:56:06,899 - mmaction - INFO - Epoch [46][340/3757] lr: 1.000e-03, eta: 1 day, 4:56:16, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8016, loss_cls: 1.7821, loss: 1.7821, grad_norm: 3.9867 2021-01-30 02:56:11,208 - mmaction - INFO - Epoch [46][360/3757] lr: 1.000e-03, eta: 1 day, 4:55:59, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7598, loss: 1.7598, grad_norm: 3.9479 2021-01-30 02:56:15,701 - mmaction - INFO - Epoch [46][380/3757] lr: 1.000e-03, eta: 1 day, 4:55:42, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7891, loss_cls: 1.8527, loss: 1.8527, grad_norm: 4.1232 2021-01-30 02:56:19,997 - mmaction - INFO - Epoch [46][400/3757] lr: 1.000e-03, eta: 1 day, 4:55:25, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7977, loss_cls: 1.7791, loss: 1.7791, grad_norm: 4.0608 2021-01-30 02:56:24,469 - mmaction - INFO - Epoch [46][420/3757] lr: 1.000e-03, eta: 1 day, 4:55:08, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7906, loss_cls: 1.7668, loss: 1.7668, grad_norm: 4.0307 2021-01-30 02:56:28,850 - mmaction - INFO - Epoch [46][440/3757] lr: 1.000e-03, eta: 1 day, 4:54:51, time: 0.219, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6626, loss: 1.6626, grad_norm: 4.0059 2021-01-30 02:56:33,564 - mmaction - INFO - Epoch [46][460/3757] lr: 1.000e-03, eta: 1 day, 4:54:34, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8016, loss_cls: 1.7691, loss: 1.7691, grad_norm: 4.0735 2021-01-30 02:56:38,099 - mmaction - INFO - Epoch [46][480/3757] lr: 1.000e-03, eta: 1 day, 4:54:17, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7864, loss: 1.7864, grad_norm: 4.0845 2021-01-30 02:56:42,581 - mmaction - INFO - Epoch [46][500/3757] lr: 1.000e-03, eta: 1 day, 4:54:00, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8023, loss_cls: 1.7675, loss: 1.7675, grad_norm: 4.0454 2021-01-30 02:56:48,106 - mmaction - INFO - Epoch [46][520/3757] lr: 1.000e-03, eta: 1 day, 4:53:45, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.8389, loss: 1.8389, grad_norm: 4.0524 2021-01-30 02:56:52,470 - mmaction - INFO - Epoch [46][540/3757] lr: 1.000e-03, eta: 1 day, 4:53:28, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8090, loss: 1.8090, grad_norm: 4.0225 2021-01-30 02:56:56,959 - mmaction - INFO - Epoch [46][560/3757] lr: 1.000e-03, eta: 1 day, 4:53:11, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7734, loss_cls: 1.8831, loss: 1.8831, grad_norm: 4.0195 2021-01-30 02:57:01,393 - mmaction - INFO - Epoch [46][580/3757] lr: 1.000e-03, eta: 1 day, 4:52:54, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8109, loss_cls: 1.7582, loss: 1.7582, grad_norm: 3.9331 2021-01-30 02:57:05,902 - mmaction - INFO - Epoch [46][600/3757] lr: 1.000e-03, eta: 1 day, 4:52:37, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7805, loss_cls: 1.8566, loss: 1.8566, grad_norm: 4.0764 2021-01-30 02:57:10,304 - mmaction - INFO - Epoch [46][620/3757] lr: 1.000e-03, eta: 1 day, 4:52:20, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.8000, loss_cls: 1.8399, loss: 1.8399, grad_norm: 4.0442 2021-01-30 02:57:15,461 - mmaction - INFO - Epoch [46][640/3757] lr: 1.000e-03, eta: 1 day, 4:52:04, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8063, loss_cls: 1.7028, loss: 1.7028, grad_norm: 3.9586 2021-01-30 02:57:19,903 - mmaction - INFO - Epoch [46][660/3757] lr: 1.000e-03, eta: 1 day, 4:51:47, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8000, loss_cls: 1.6950, loss: 1.6950, grad_norm: 3.9654 2021-01-30 02:57:25,592 - mmaction - INFO - Epoch [46][680/3757] lr: 1.000e-03, eta: 1 day, 4:51:31, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7922, loss_cls: 1.8009, loss: 1.8009, grad_norm: 4.0489 2021-01-30 02:57:30,749 - mmaction - INFO - Epoch [46][700/3757] lr: 1.000e-03, eta: 1 day, 4:51:15, time: 0.258, data_time: 0.003, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7898, loss_cls: 1.8762, loss: 1.8762, grad_norm: 4.0722 2021-01-30 02:57:36,436 - mmaction - INFO - Epoch [46][720/3757] lr: 1.000e-03, eta: 1 day, 4:51:00, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7836, loss_cls: 1.8577, loss: 1.8577, grad_norm: 4.0867 2021-01-30 02:57:41,360 - mmaction - INFO - Epoch [46][740/3757] lr: 1.000e-03, eta: 1 day, 4:50:44, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7875, loss_cls: 1.8356, loss: 1.8356, grad_norm: 4.0806 2021-01-30 02:57:46,722 - mmaction - INFO - Epoch [46][760/3757] lr: 1.000e-03, eta: 1 day, 4:50:28, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7773, loss_cls: 1.8535, loss: 1.8535, grad_norm: 4.0320 2021-01-30 02:57:52,444 - mmaction - INFO - Epoch [46][780/3757] lr: 1.000e-03, eta: 1 day, 4:50:12, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7930, loss_cls: 1.8063, loss: 1.8063, grad_norm: 4.0922 2021-01-30 02:57:58,010 - mmaction - INFO - Epoch [46][800/3757] lr: 1.000e-03, eta: 1 day, 4:49:57, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7898, loss_cls: 1.8641, loss: 1.8641, grad_norm: 4.1062 2021-01-30 02:58:03,608 - mmaction - INFO - Epoch [46][820/3757] lr: 1.000e-03, eta: 1 day, 4:49:41, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8078, loss_cls: 1.7164, loss: 1.7164, grad_norm: 4.0014 2021-01-30 02:58:09,493 - mmaction - INFO - Epoch [46][840/3757] lr: 1.000e-03, eta: 1 day, 4:49:26, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.7828, loss_cls: 1.6874, loss: 1.6874, grad_norm: 3.9184 2021-01-30 02:58:15,139 - mmaction - INFO - Epoch [46][860/3757] lr: 1.000e-03, eta: 1 day, 4:49:11, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7789, loss_cls: 1.9112, loss: 1.9112, grad_norm: 4.1567 2021-01-30 02:58:21,302 - mmaction - INFO - Epoch [46][880/3757] lr: 1.000e-03, eta: 1 day, 4:48:56, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7891, loss_cls: 1.8190, loss: 1.8190, grad_norm: 3.9690 2021-01-30 02:58:27,587 - mmaction - INFO - Epoch [46][900/3757] lr: 1.000e-03, eta: 1 day, 4:48:41, time: 0.314, data_time: 0.004, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7937, loss_cls: 1.8695, loss: 1.8695, grad_norm: 4.1036 2021-01-30 02:58:32,978 - mmaction - INFO - Epoch [46][920/3757] lr: 1.000e-03, eta: 1 day, 4:48:25, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7844, loss_cls: 1.8119, loss: 1.8119, grad_norm: 3.9361 2021-01-30 02:58:38,699 - mmaction - INFO - Epoch [46][940/3757] lr: 1.000e-03, eta: 1 day, 4:48:10, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7672, loss_cls: 1.9477, loss: 1.9477, grad_norm: 4.1614 2021-01-30 02:58:45,231 - mmaction - INFO - Epoch [46][960/3757] lr: 1.000e-03, eta: 1 day, 4:47:56, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8000, loss_cls: 1.7160, loss: 1.7160, grad_norm: 3.9875 2021-01-30 02:58:50,358 - mmaction - INFO - Epoch [46][980/3757] lr: 1.000e-03, eta: 1 day, 4:47:40, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7953, loss_cls: 1.7339, loss: 1.7339, grad_norm: 4.0602 2021-01-30 02:58:56,362 - mmaction - INFO - Epoch [46][1000/3757] lr: 1.000e-03, eta: 1 day, 4:47:25, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8023, loss_cls: 1.8066, loss: 1.8066, grad_norm: 4.2036 2021-01-30 02:59:02,241 - mmaction - INFO - Epoch [46][1020/3757] lr: 1.000e-03, eta: 1 day, 4:47:09, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7220, loss: 1.7220, grad_norm: 3.9945 2021-01-30 02:59:07,779 - mmaction - INFO - Epoch [46][1040/3757] lr: 1.000e-03, eta: 1 day, 4:46:54, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.7644, loss: 1.7644, grad_norm: 4.0735 2021-01-30 02:59:13,405 - mmaction - INFO - Epoch [46][1060/3757] lr: 1.000e-03, eta: 1 day, 4:46:38, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7703, loss_cls: 1.8890, loss: 1.8890, grad_norm: 4.1069 2021-01-30 02:59:18,843 - mmaction - INFO - Epoch [46][1080/3757] lr: 1.000e-03, eta: 1 day, 4:46:23, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7922, loss_cls: 1.7992, loss: 1.7992, grad_norm: 4.1012 2021-01-30 02:59:25,019 - mmaction - INFO - Epoch [46][1100/3757] lr: 1.000e-03, eta: 1 day, 4:46:08, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8070, loss_cls: 1.7386, loss: 1.7386, grad_norm: 4.0280 2021-01-30 02:59:30,716 - mmaction - INFO - Epoch [46][1120/3757] lr: 1.000e-03, eta: 1 day, 4:45:53, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7984, loss_cls: 1.7649, loss: 1.7649, grad_norm: 3.9654 2021-01-30 02:59:36,866 - mmaction - INFO - Epoch [46][1140/3757] lr: 1.000e-03, eta: 1 day, 4:45:38, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8156, loss_cls: 1.7379, loss: 1.7379, grad_norm: 4.0908 2021-01-30 02:59:43,231 - mmaction - INFO - Epoch [46][1160/3757] lr: 1.000e-03, eta: 1 day, 4:45:23, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7914, loss_cls: 1.8182, loss: 1.8182, grad_norm: 4.1028 2021-01-30 02:59:48,793 - mmaction - INFO - Epoch [46][1180/3757] lr: 1.000e-03, eta: 1 day, 4:45:08, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7906, loss_cls: 1.8108, loss: 1.8108, grad_norm: 4.0856 2021-01-30 02:59:54,662 - mmaction - INFO - Epoch [46][1200/3757] lr: 1.000e-03, eta: 1 day, 4:44:53, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8086, loss_cls: 1.7272, loss: 1.7272, grad_norm: 4.0426 2021-01-30 03:00:00,345 - mmaction - INFO - Epoch [46][1220/3757] lr: 1.000e-03, eta: 1 day, 4:44:37, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5398, top5_acc: 0.7703, loss_cls: 1.9507, loss: 1.9507, grad_norm: 4.1522 2021-01-30 03:00:10,468 - mmaction - INFO - Epoch [46][1240/3757] lr: 1.000e-03, eta: 1 day, 4:44:27, time: 0.502, data_time: 0.003, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7961, loss_cls: 1.8119, loss: 1.8119, grad_norm: 4.0515 2021-01-30 03:00:15,676 - mmaction - INFO - Epoch [46][1260/3757] lr: 1.000e-03, eta: 1 day, 4:44:11, time: 0.266, data_time: 0.010, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8008, loss_cls: 1.7827, loss: 1.7827, grad_norm: 4.0921 2021-01-30 03:00:21,405 - mmaction - INFO - Epoch [46][1280/3757] lr: 1.000e-03, eta: 1 day, 4:43:56, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8063, loss_cls: 1.7720, loss: 1.7720, grad_norm: 4.1190 2021-01-30 03:00:27,096 - mmaction - INFO - Epoch [46][1300/3757] lr: 1.000e-03, eta: 1 day, 4:43:40, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7937, loss_cls: 1.8169, loss: 1.8169, grad_norm: 4.0773 2021-01-30 03:00:32,839 - mmaction - INFO - Epoch [46][1320/3757] lr: 1.000e-03, eta: 1 day, 4:43:25, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8078, loss_cls: 1.7608, loss: 1.7608, grad_norm: 4.0511 2021-01-30 03:00:38,451 - mmaction - INFO - Epoch [46][1340/3757] lr: 1.000e-03, eta: 1 day, 4:43:10, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8102, loss_cls: 1.6943, loss: 1.6943, grad_norm: 3.9682 2021-01-30 03:00:43,779 - mmaction - INFO - Epoch [46][1360/3757] lr: 1.000e-03, eta: 1 day, 4:42:54, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8016, loss_cls: 1.7158, loss: 1.7158, grad_norm: 3.8938 2021-01-30 03:00:50,094 - mmaction - INFO - Epoch [46][1380/3757] lr: 1.000e-03, eta: 1 day, 4:42:39, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8133, loss_cls: 1.6759, loss: 1.6759, grad_norm: 3.9526 2021-01-30 03:00:55,694 - mmaction - INFO - Epoch [46][1400/3757] lr: 1.000e-03, eta: 1 day, 4:42:24, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.7989, loss: 1.7989, grad_norm: 4.0512 2021-01-30 03:01:02,168 - mmaction - INFO - Epoch [46][1420/3757] lr: 1.000e-03, eta: 1 day, 4:42:10, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7820, loss_cls: 1.8072, loss: 1.8072, grad_norm: 4.0153 2021-01-30 03:01:07,641 - mmaction - INFO - Epoch [46][1440/3757] lr: 1.000e-03, eta: 1 day, 4:41:54, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7852, loss_cls: 1.8390, loss: 1.8390, grad_norm: 4.0751 2021-01-30 03:01:13,636 - mmaction - INFO - Epoch [46][1460/3757] lr: 1.000e-03, eta: 1 day, 4:41:39, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7736, loss: 1.7736, grad_norm: 3.9767 2021-01-30 03:01:19,297 - mmaction - INFO - Epoch [46][1480/3757] lr: 1.000e-03, eta: 1 day, 4:41:24, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.7608, loss: 1.7608, grad_norm: 3.9608 2021-01-30 03:01:26,003 - mmaction - INFO - Epoch [46][1500/3757] lr: 1.000e-03, eta: 1 day, 4:41:09, time: 0.335, data_time: 0.033, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7602, loss: 1.7602, grad_norm: 4.0917 2021-01-30 03:01:31,985 - mmaction - INFO - Epoch [46][1520/3757] lr: 1.000e-03, eta: 1 day, 4:40:54, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7922, loss_cls: 1.8144, loss: 1.8144, grad_norm: 4.1167 2021-01-30 03:01:38,070 - mmaction - INFO - Epoch [46][1540/3757] lr: 1.000e-03, eta: 1 day, 4:40:40, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6877, loss: 1.6877, grad_norm: 3.9170 2021-01-30 03:01:43,947 - mmaction - INFO - Epoch [46][1560/3757] lr: 1.000e-03, eta: 1 day, 4:40:25, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8078, loss_cls: 1.7741, loss: 1.7741, grad_norm: 4.1429 2021-01-30 03:01:49,967 - mmaction - INFO - Epoch [46][1580/3757] lr: 1.000e-03, eta: 1 day, 4:40:10, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7859, loss_cls: 1.8575, loss: 1.8575, grad_norm: 4.1362 2021-01-30 03:01:57,001 - mmaction - INFO - Epoch [46][1600/3757] lr: 1.000e-03, eta: 1 day, 4:39:56, time: 0.352, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7977, loss_cls: 1.7852, loss: 1.7852, grad_norm: 4.0778 2021-01-30 03:02:02,918 - mmaction - INFO - Epoch [46][1620/3757] lr: 1.000e-03, eta: 1 day, 4:39:41, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8203, loss_cls: 1.6969, loss: 1.6969, grad_norm: 3.9198 2021-01-30 03:02:09,254 - mmaction - INFO - Epoch [46][1640/3757] lr: 1.000e-03, eta: 1 day, 4:39:26, time: 0.316, data_time: 0.004, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8031, loss_cls: 1.7603, loss: 1.7603, grad_norm: 3.9796 2021-01-30 03:02:15,114 - mmaction - INFO - Epoch [46][1660/3757] lr: 1.000e-03, eta: 1 day, 4:39:11, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.7358, loss: 1.7358, grad_norm: 4.0876 2021-01-30 03:02:21,087 - mmaction - INFO - Epoch [46][1680/3757] lr: 1.000e-03, eta: 1 day, 4:38:56, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8023, loss_cls: 1.7275, loss: 1.7275, grad_norm: 4.0106 2021-01-30 03:02:26,601 - mmaction - INFO - Epoch [46][1700/3757] lr: 1.000e-03, eta: 1 day, 4:38:41, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8092, loss: 1.8092, grad_norm: 4.0981 2021-01-30 03:02:32,524 - mmaction - INFO - Epoch [46][1720/3757] lr: 1.000e-03, eta: 1 day, 4:38:26, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7875, loss_cls: 1.8555, loss: 1.8555, grad_norm: 4.2279 2021-01-30 03:02:38,100 - mmaction - INFO - Epoch [46][1740/3757] lr: 1.000e-03, eta: 1 day, 4:38:10, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7867, loss_cls: 1.8211, loss: 1.8211, grad_norm: 4.0262 2021-01-30 03:02:44,283 - mmaction - INFO - Epoch [46][1760/3757] lr: 1.000e-03, eta: 1 day, 4:37:55, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7727, loss_cls: 1.8741, loss: 1.8741, grad_norm: 4.0748 2021-01-30 03:02:50,923 - mmaction - INFO - Epoch [46][1780/3757] lr: 1.000e-03, eta: 1 day, 4:37:41, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7992, loss_cls: 1.8168, loss: 1.8168, grad_norm: 4.0904 2021-01-30 03:02:57,418 - mmaction - INFO - Epoch [46][1800/3757] lr: 1.000e-03, eta: 1 day, 4:37:27, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7961, loss_cls: 1.7648, loss: 1.7648, grad_norm: 3.9628 2021-01-30 03:03:03,193 - mmaction - INFO - Epoch [46][1820/3757] lr: 1.000e-03, eta: 1 day, 4:37:12, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8078, loss_cls: 1.7000, loss: 1.7000, grad_norm: 3.9711 2021-01-30 03:03:09,794 - mmaction - INFO - Epoch [46][1840/3757] lr: 1.000e-03, eta: 1 day, 4:36:58, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7953, loss_cls: 1.8396, loss: 1.8396, grad_norm: 4.0570 2021-01-30 03:03:15,597 - mmaction - INFO - Epoch [46][1860/3757] lr: 1.000e-03, eta: 1 day, 4:36:42, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.7716, loss: 1.7716, grad_norm: 4.0964 2021-01-30 03:03:21,986 - mmaction - INFO - Epoch [46][1880/3757] lr: 1.000e-03, eta: 1 day, 4:36:28, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7758, loss_cls: 1.9012, loss: 1.9012, grad_norm: 4.1948 2021-01-30 03:03:27,947 - mmaction - INFO - Epoch [46][1900/3757] lr: 1.000e-03, eta: 1 day, 4:36:13, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7922, loss_cls: 1.7869, loss: 1.7869, grad_norm: 4.0453 2021-01-30 03:03:34,149 - mmaction - INFO - Epoch [46][1920/3757] lr: 1.000e-03, eta: 1 day, 4:35:58, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7961, loss_cls: 1.7867, loss: 1.7867, grad_norm: 4.1825 2021-01-30 03:03:39,996 - mmaction - INFO - Epoch [46][1940/3757] lr: 1.000e-03, eta: 1 day, 4:35:43, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.8008, loss_cls: 1.7943, loss: 1.7943, grad_norm: 4.0487 2021-01-30 03:03:46,141 - mmaction - INFO - Epoch [46][1960/3757] lr: 1.000e-03, eta: 1 day, 4:35:28, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8070, loss_cls: 1.7920, loss: 1.7920, grad_norm: 4.0986 2021-01-30 03:03:51,893 - mmaction - INFO - Epoch [46][1980/3757] lr: 1.000e-03, eta: 1 day, 4:35:13, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7992, loss_cls: 1.7990, loss: 1.7990, grad_norm: 3.9709 2021-01-30 03:03:58,817 - mmaction - INFO - Epoch [46][2000/3757] lr: 1.000e-03, eta: 1 day, 4:34:59, time: 0.346, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.9082, loss: 1.9082, grad_norm: 4.1755 2021-01-30 03:04:05,080 - mmaction - INFO - Epoch [46][2020/3757] lr: 1.000e-03, eta: 1 day, 4:34:45, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.7569, loss: 1.7569, grad_norm: 3.9561 2021-01-30 03:04:11,344 - mmaction - INFO - Epoch [46][2040/3757] lr: 1.000e-03, eta: 1 day, 4:34:30, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7867, loss_cls: 1.8504, loss: 1.8504, grad_norm: 4.1513 2021-01-30 03:04:17,407 - mmaction - INFO - Epoch [46][2060/3757] lr: 1.000e-03, eta: 1 day, 4:34:15, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7222, loss: 1.7222, grad_norm: 4.0956 2021-01-30 03:04:23,684 - mmaction - INFO - Epoch [46][2080/3757] lr: 1.000e-03, eta: 1 day, 4:34:01, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8078, loss_cls: 1.7232, loss: 1.7232, grad_norm: 4.0581 2021-01-30 03:04:29,336 - mmaction - INFO - Epoch [46][2100/3757] lr: 1.000e-03, eta: 1 day, 4:33:46, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.8016, loss_cls: 1.7971, loss: 1.7971, grad_norm: 4.0967 2021-01-30 03:04:35,485 - mmaction - INFO - Epoch [46][2120/3757] lr: 1.000e-03, eta: 1 day, 4:33:31, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5445, top5_acc: 0.7805, loss_cls: 1.9085, loss: 1.9085, grad_norm: 4.0713 2021-01-30 03:04:41,460 - mmaction - INFO - Epoch [46][2140/3757] lr: 1.000e-03, eta: 1 day, 4:33:16, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8039, loss_cls: 1.7241, loss: 1.7241, grad_norm: 3.8736 2021-01-30 03:04:48,112 - mmaction - INFO - Epoch [46][2160/3757] lr: 1.000e-03, eta: 1 day, 4:33:02, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6650, loss: 1.6650, grad_norm: 3.9342 2021-01-30 03:04:54,173 - mmaction - INFO - Epoch [46][2180/3757] lr: 1.000e-03, eta: 1 day, 4:32:47, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.7950, loss: 1.7950, grad_norm: 4.1592 2021-01-30 03:04:59,641 - mmaction - INFO - Epoch [46][2200/3757] lr: 1.000e-03, eta: 1 day, 4:32:31, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8039, loss_cls: 1.7937, loss: 1.7937, grad_norm: 4.1192 2021-01-30 03:05:05,677 - mmaction - INFO - Epoch [46][2220/3757] lr: 1.000e-03, eta: 1 day, 4:32:17, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7805, loss_cls: 1.8467, loss: 1.8467, grad_norm: 4.1575 2021-01-30 03:05:12,183 - mmaction - INFO - Epoch [46][2240/3757] lr: 1.000e-03, eta: 1 day, 4:32:02, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.8008, loss_cls: 1.7797, loss: 1.7797, grad_norm: 4.0332 2021-01-30 03:05:18,347 - mmaction - INFO - Epoch [46][2260/3757] lr: 1.000e-03, eta: 1 day, 4:31:48, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7922, loss_cls: 1.7656, loss: 1.7656, grad_norm: 4.0428 2021-01-30 03:05:24,043 - mmaction - INFO - Epoch [46][2280/3757] lr: 1.000e-03, eta: 1 day, 4:31:32, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7573, loss: 1.7573, grad_norm: 4.1168 2021-01-30 03:05:30,726 - mmaction - INFO - Epoch [46][2300/3757] lr: 1.000e-03, eta: 1 day, 4:31:18, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8000, loss_cls: 1.7747, loss: 1.7747, grad_norm: 4.0553 2021-01-30 03:05:37,377 - mmaction - INFO - Epoch [46][2320/3757] lr: 1.000e-03, eta: 1 day, 4:31:04, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7953, loss_cls: 1.8342, loss: 1.8342, grad_norm: 4.2049 2021-01-30 03:05:43,503 - mmaction - INFO - Epoch [46][2340/3757] lr: 1.000e-03, eta: 1 day, 4:30:49, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7789, loss_cls: 1.8605, loss: 1.8605, grad_norm: 4.1341 2021-01-30 03:05:49,753 - mmaction - INFO - Epoch [46][2360/3757] lr: 1.000e-03, eta: 1 day, 4:30:35, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7906, loss_cls: 1.8033, loss: 1.8033, grad_norm: 4.0576 2021-01-30 03:05:55,835 - mmaction - INFO - Epoch [46][2380/3757] lr: 1.000e-03, eta: 1 day, 4:30:20, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7914, loss_cls: 1.7964, loss: 1.7964, grad_norm: 4.0629 2021-01-30 03:06:01,945 - mmaction - INFO - Epoch [46][2400/3757] lr: 1.000e-03, eta: 1 day, 4:30:05, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7883, loss_cls: 1.7953, loss: 1.7953, grad_norm: 4.0459 2021-01-30 03:06:08,596 - mmaction - INFO - Epoch [46][2420/3757] lr: 1.000e-03, eta: 1 day, 4:29:51, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7984, loss_cls: 1.8777, loss: 1.8777, grad_norm: 4.1242 2021-01-30 03:06:14,664 - mmaction - INFO - Epoch [46][2440/3757] lr: 1.000e-03, eta: 1 day, 4:29:36, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7922, loss_cls: 1.7687, loss: 1.7687, grad_norm: 4.0384 2021-01-30 03:06:20,754 - mmaction - INFO - Epoch [46][2460/3757] lr: 1.000e-03, eta: 1 day, 4:29:22, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5586, top5_acc: 0.8023, loss_cls: 1.7985, loss: 1.7985, grad_norm: 4.0139 2021-01-30 03:06:27,516 - mmaction - INFO - Epoch [46][2480/3757] lr: 1.000e-03, eta: 1 day, 4:29:08, time: 0.338, data_time: 0.004, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8023, loss_cls: 1.7771, loss: 1.7771, grad_norm: 4.0837 2021-01-30 03:06:33,411 - mmaction - INFO - Epoch [46][2500/3757] lr: 1.000e-03, eta: 1 day, 4:28:53, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7836, loss_cls: 1.8579, loss: 1.8579, grad_norm: 4.1111 2021-01-30 03:06:39,221 - mmaction - INFO - Epoch [46][2520/3757] lr: 1.000e-03, eta: 1 day, 4:28:38, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8008, loss_cls: 1.7147, loss: 1.7147, grad_norm: 3.9858 2021-01-30 03:06:45,278 - mmaction - INFO - Epoch [46][2540/3757] lr: 1.000e-03, eta: 1 day, 4:28:23, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7766, loss_cls: 1.8296, loss: 1.8296, grad_norm: 4.1327 2021-01-30 03:06:51,891 - mmaction - INFO - Epoch [46][2560/3757] lr: 1.000e-03, eta: 1 day, 4:28:09, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7898, loss_cls: 1.8052, loss: 1.8052, grad_norm: 4.0679 2021-01-30 03:06:57,862 - mmaction - INFO - Epoch [46][2580/3757] lr: 1.000e-03, eta: 1 day, 4:27:54, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8000, loss_cls: 1.8007, loss: 1.8007, grad_norm: 4.1784 2021-01-30 03:07:04,785 - mmaction - INFO - Epoch [46][2600/3757] lr: 1.000e-03, eta: 1 day, 4:27:40, time: 0.346, data_time: 0.000, memory: 3385, top1_acc: 0.5453, top5_acc: 0.7797, loss_cls: 1.9036, loss: 1.9036, grad_norm: 4.0889 2021-01-30 03:07:10,425 - mmaction - INFO - Epoch [46][2620/3757] lr: 1.000e-03, eta: 1 day, 4:27:25, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7922, loss_cls: 1.8345, loss: 1.8345, grad_norm: 4.0488 2021-01-30 03:07:16,425 - mmaction - INFO - Epoch [46][2640/3757] lr: 1.000e-03, eta: 1 day, 4:27:10, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.7210, loss: 1.7210, grad_norm: 3.9092 2021-01-30 03:07:22,620 - mmaction - INFO - Epoch [46][2660/3757] lr: 1.000e-03, eta: 1 day, 4:26:55, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.6996, loss: 1.6996, grad_norm: 3.9662 2021-01-30 03:07:28,733 - mmaction - INFO - Epoch [46][2680/3757] lr: 1.000e-03, eta: 1 day, 4:26:41, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7836, loss_cls: 1.8019, loss: 1.8019, grad_norm: 4.1268 2021-01-30 03:07:34,914 - mmaction - INFO - Epoch [46][2700/3757] lr: 1.000e-03, eta: 1 day, 4:26:26, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7937, loss_cls: 1.7968, loss: 1.7968, grad_norm: 4.0778 2021-01-30 03:07:41,318 - mmaction - INFO - Epoch [46][2720/3757] lr: 1.000e-03, eta: 1 day, 4:26:12, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7906, loss_cls: 1.7297, loss: 1.7297, grad_norm: 4.0989 2021-01-30 03:07:47,458 - mmaction - INFO - Epoch [46][2740/3757] lr: 1.000e-03, eta: 1 day, 4:25:57, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8161, loss: 1.8161, grad_norm: 4.1011 2021-01-30 03:07:54,182 - mmaction - INFO - Epoch [46][2760/3757] lr: 1.000e-03, eta: 1 day, 4:25:43, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7930, loss_cls: 1.8669, loss: 1.8669, grad_norm: 4.0663 2021-01-30 03:08:00,213 - mmaction - INFO - Epoch [46][2780/3757] lr: 1.000e-03, eta: 1 day, 4:25:28, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7844, loss_cls: 1.7986, loss: 1.7986, grad_norm: 3.9553 2021-01-30 03:08:06,025 - mmaction - INFO - Epoch [46][2800/3757] lr: 1.000e-03, eta: 1 day, 4:25:13, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.7820, loss: 1.7820, grad_norm: 4.1167 2021-01-30 03:08:11,652 - mmaction - INFO - Epoch [46][2820/3757] lr: 1.000e-03, eta: 1 day, 4:24:58, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7984, loss_cls: 1.7773, loss: 1.7773, grad_norm: 4.1219 2021-01-30 03:08:17,427 - mmaction - INFO - Epoch [46][2840/3757] lr: 1.000e-03, eta: 1 day, 4:24:43, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.8109, loss: 1.8109, grad_norm: 4.0694 2021-01-30 03:08:23,274 - mmaction - INFO - Epoch [46][2860/3757] lr: 1.000e-03, eta: 1 day, 4:24:28, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5422, top5_acc: 0.7711, loss_cls: 1.8835, loss: 1.8835, grad_norm: 4.0557 2021-01-30 03:08:29,306 - mmaction - INFO - Epoch [46][2880/3757] lr: 1.000e-03, eta: 1 day, 4:24:13, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8078, loss_cls: 1.7280, loss: 1.7280, grad_norm: 3.9294 2021-01-30 03:08:35,928 - mmaction - INFO - Epoch [46][2900/3757] lr: 1.000e-03, eta: 1 day, 4:23:59, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7930, loss_cls: 1.8090, loss: 1.8090, grad_norm: 3.9868 2021-01-30 03:08:42,143 - mmaction - INFO - Epoch [46][2920/3757] lr: 1.000e-03, eta: 1 day, 4:23:44, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7898, loss_cls: 1.8106, loss: 1.8106, grad_norm: 3.9922 2021-01-30 03:08:48,464 - mmaction - INFO - Epoch [46][2940/3757] lr: 1.000e-03, eta: 1 day, 4:23:30, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7443, loss: 1.7443, grad_norm: 3.9338 2021-01-30 03:08:54,001 - mmaction - INFO - Epoch [46][2960/3757] lr: 1.000e-03, eta: 1 day, 4:23:15, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7883, loss_cls: 1.8334, loss: 1.8334, grad_norm: 4.1227 2021-01-30 03:09:00,777 - mmaction - INFO - Epoch [46][2980/3757] lr: 1.000e-03, eta: 1 day, 4:23:01, time: 0.339, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7977, loss_cls: 1.7453, loss: 1.7453, grad_norm: 4.0064 2021-01-30 03:09:06,881 - mmaction - INFO - Epoch [46][3000/3757] lr: 1.000e-03, eta: 1 day, 4:22:46, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8008, loss_cls: 1.7062, loss: 1.7062, grad_norm: 4.0177 2021-01-30 03:09:13,390 - mmaction - INFO - Epoch [46][3020/3757] lr: 1.000e-03, eta: 1 day, 4:22:32, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.7664, loss: 1.7664, grad_norm: 3.9912 2021-01-30 03:09:20,524 - mmaction - INFO - Epoch [46][3040/3757] lr: 1.000e-03, eta: 1 day, 4:22:18, time: 0.357, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8000, loss_cls: 1.7417, loss: 1.7417, grad_norm: 3.9132 2021-01-30 03:09:26,625 - mmaction - INFO - Epoch [46][3060/3757] lr: 1.000e-03, eta: 1 day, 4:22:04, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8109, loss_cls: 1.7628, loss: 1.7628, grad_norm: 4.0178 2021-01-30 03:09:32,839 - mmaction - INFO - Epoch [46][3080/3757] lr: 1.000e-03, eta: 1 day, 4:21:49, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8000, loss_cls: 1.7864, loss: 1.7864, grad_norm: 4.0679 2021-01-30 03:09:38,527 - mmaction - INFO - Epoch [46][3100/3757] lr: 1.000e-03, eta: 1 day, 4:21:34, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8031, loss_cls: 1.7747, loss: 1.7747, grad_norm: 4.1227 2021-01-30 03:09:44,705 - mmaction - INFO - Epoch [46][3120/3757] lr: 1.000e-03, eta: 1 day, 4:21:19, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5406, top5_acc: 0.7922, loss_cls: 1.8668, loss: 1.8668, grad_norm: 4.1350 2021-01-30 03:09:50,441 - mmaction - INFO - Epoch [46][3140/3757] lr: 1.000e-03, eta: 1 day, 4:21:04, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.8089, loss: 1.8089, grad_norm: 4.0991 2021-01-30 03:09:56,991 - mmaction - INFO - Epoch [46][3160/3757] lr: 1.000e-03, eta: 1 day, 4:20:50, time: 0.327, data_time: 0.000, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.8064, loss: 1.8064, grad_norm: 4.0576 2021-01-30 03:10:03,186 - mmaction - INFO - Epoch [46][3180/3757] lr: 1.000e-03, eta: 1 day, 4:20:36, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8031, loss_cls: 1.7553, loss: 1.7553, grad_norm: 3.9554 2021-01-30 03:10:09,229 - mmaction - INFO - Epoch [46][3200/3757] lr: 1.000e-03, eta: 1 day, 4:20:21, time: 0.302, data_time: 0.004, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7898, loss_cls: 1.8436, loss: 1.8436, grad_norm: 4.0775 2021-01-30 03:10:15,191 - mmaction - INFO - Epoch [46][3220/3757] lr: 1.000e-03, eta: 1 day, 4:20:06, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.7977, loss_cls: 1.7376, loss: 1.7376, grad_norm: 3.8805 2021-01-30 03:10:20,746 - mmaction - INFO - Epoch [46][3240/3757] lr: 1.000e-03, eta: 1 day, 4:19:51, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7984, loss_cls: 1.7293, loss: 1.7293, grad_norm: 3.9759 2021-01-30 03:10:27,404 - mmaction - INFO - Epoch [46][3260/3757] lr: 1.000e-03, eta: 1 day, 4:19:37, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7875, loss_cls: 1.8747, loss: 1.8747, grad_norm: 4.1685 2021-01-30 03:10:33,544 - mmaction - INFO - Epoch [46][3280/3757] lr: 1.000e-03, eta: 1 day, 4:19:22, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7906, loss_cls: 1.7956, loss: 1.7956, grad_norm: 4.0963 2021-01-30 03:10:39,581 - mmaction - INFO - Epoch [46][3300/3757] lr: 1.000e-03, eta: 1 day, 4:19:07, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7820, loss_cls: 1.8290, loss: 1.8290, grad_norm: 4.0662 2021-01-30 03:10:45,284 - mmaction - INFO - Epoch [46][3320/3757] lr: 1.000e-03, eta: 1 day, 4:18:52, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5453, top5_acc: 0.7836, loss_cls: 1.9074, loss: 1.9074, grad_norm: 4.1374 2021-01-30 03:10:51,422 - mmaction - INFO - Epoch [46][3340/3757] lr: 1.000e-03, eta: 1 day, 4:18:38, time: 0.307, data_time: 0.003, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8109, loss_cls: 1.7668, loss: 1.7668, grad_norm: 4.0743 2021-01-30 03:10:58,030 - mmaction - INFO - Epoch [46][3360/3757] lr: 1.000e-03, eta: 1 day, 4:18:24, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7977, loss_cls: 1.7233, loss: 1.7233, grad_norm: 3.9337 2021-01-30 03:11:04,571 - mmaction - INFO - Epoch [46][3380/3757] lr: 1.000e-03, eta: 1 day, 4:18:09, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7734, loss_cls: 1.8870, loss: 1.8870, grad_norm: 4.1643 2021-01-30 03:11:10,946 - mmaction - INFO - Epoch [46][3400/3757] lr: 1.000e-03, eta: 1 day, 4:17:55, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8008, loss_cls: 1.7929, loss: 1.7929, grad_norm: 4.0748 2021-01-30 03:11:17,298 - mmaction - INFO - Epoch [46][3420/3757] lr: 1.000e-03, eta: 1 day, 4:17:41, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8000, loss_cls: 1.7975, loss: 1.7975, grad_norm: 4.1261 2021-01-30 03:11:23,295 - mmaction - INFO - Epoch [46][3440/3757] lr: 1.000e-03, eta: 1 day, 4:17:26, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.8025, loss: 1.8025, grad_norm: 4.1342 2021-01-30 03:11:30,410 - mmaction - INFO - Epoch [46][3460/3757] lr: 1.000e-03, eta: 1 day, 4:17:12, time: 0.356, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8039, loss_cls: 1.7687, loss: 1.7687, grad_norm: 4.0897 2021-01-30 03:11:36,199 - mmaction - INFO - Epoch [46][3480/3757] lr: 1.000e-03, eta: 1 day, 4:16:57, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8070, loss_cls: 1.7636, loss: 1.7636, grad_norm: 4.0767 2021-01-30 03:11:42,792 - mmaction - INFO - Epoch [46][3500/3757] lr: 1.000e-03, eta: 1 day, 4:16:43, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8187, loss_cls: 1.7035, loss: 1.7035, grad_norm: 4.1300 2021-01-30 03:11:49,197 - mmaction - INFO - Epoch [46][3520/3757] lr: 1.000e-03, eta: 1 day, 4:16:29, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7773, loss_cls: 1.8677, loss: 1.8677, grad_norm: 4.1611 2021-01-30 03:11:55,426 - mmaction - INFO - Epoch [46][3540/3757] lr: 1.000e-03, eta: 1 day, 4:16:15, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8133, loss_cls: 1.7209, loss: 1.7209, grad_norm: 4.0122 2021-01-30 03:12:01,073 - mmaction - INFO - Epoch [46][3560/3757] lr: 1.000e-03, eta: 1 day, 4:15:59, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8031, loss_cls: 1.7055, loss: 1.7055, grad_norm: 4.0535 2021-01-30 03:12:07,624 - mmaction - INFO - Epoch [46][3580/3757] lr: 1.000e-03, eta: 1 day, 4:15:45, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.7998, loss: 1.7998, grad_norm: 4.1288 2021-01-30 03:12:13,492 - mmaction - INFO - Epoch [46][3600/3757] lr: 1.000e-03, eta: 1 day, 4:15:30, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7859, loss_cls: 1.7712, loss: 1.7712, grad_norm: 4.0578 2021-01-30 03:12:20,024 - mmaction - INFO - Epoch [46][3620/3757] lr: 1.000e-03, eta: 1 day, 4:15:16, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.7898, loss: 1.7898, grad_norm: 4.1307 2021-01-30 03:12:25,799 - mmaction - INFO - Epoch [46][3640/3757] lr: 1.000e-03, eta: 1 day, 4:15:01, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7945, loss_cls: 1.7862, loss: 1.7862, grad_norm: 4.0709 2021-01-30 03:12:32,346 - mmaction - INFO - Epoch [46][3660/3757] lr: 1.000e-03, eta: 1 day, 4:14:47, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7953, loss_cls: 1.7911, loss: 1.7911, grad_norm: 4.1505 2021-01-30 03:12:38,044 - mmaction - INFO - Epoch [46][3680/3757] lr: 1.000e-03, eta: 1 day, 4:14:32, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7741, loss: 1.7741, grad_norm: 4.1234 2021-01-30 03:12:44,718 - mmaction - INFO - Epoch [46][3700/3757] lr: 1.000e-03, eta: 1 day, 4:14:18, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8159, loss: 1.8159, grad_norm: 4.0359 2021-01-30 03:12:50,624 - mmaction - INFO - Epoch [46][3720/3757] lr: 1.000e-03, eta: 1 day, 4:14:03, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7836, loss_cls: 1.8838, loss: 1.8838, grad_norm: 4.0876 2021-01-30 03:12:56,699 - mmaction - INFO - Epoch [46][3740/3757] lr: 1.000e-03, eta: 1 day, 4:13:49, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7781, loss_cls: 1.8160, loss: 1.8160, grad_norm: 4.0593 2021-01-30 03:13:24,225 - mmaction - INFO - Saving checkpoint at 46 epochs 2021-01-30 03:24:53,554 - mmaction - INFO - Epoch [47][20/3757] lr: 1.000e-03, eta: 1 day, 4:26:37, time: 34.445, data_time: 34.091, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8023, loss_cls: 1.7676, loss: 1.7676, grad_norm: 4.0981 2021-01-30 03:24:57,757 - mmaction - INFO - Epoch [47][40/3757] lr: 1.000e-03, eta: 1 day, 4:26:20, time: 0.213, data_time: 0.006, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8109, loss_cls: 1.7592, loss: 1.7592, grad_norm: 4.0225 2021-01-30 03:25:02,015 - mmaction - INFO - Epoch [47][60/3757] lr: 1.000e-03, eta: 1 day, 4:26:03, time: 0.213, data_time: 0.004, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.8507, loss: 1.8507, grad_norm: 4.1579 2021-01-30 03:25:06,158 - mmaction - INFO - Epoch [47][80/3757] lr: 1.000e-03, eta: 1 day, 4:25:46, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.6715, loss: 1.6715, grad_norm: 3.9944 2021-01-30 03:25:10,307 - mmaction - INFO - Epoch [47][100/3757] lr: 1.000e-03, eta: 1 day, 4:25:29, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7714, loss: 1.7714, grad_norm: 4.0987 2021-01-30 03:25:14,574 - mmaction - INFO - Epoch [47][120/3757] lr: 1.000e-03, eta: 1 day, 4:25:12, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.7599, loss: 1.7599, grad_norm: 4.0555 2021-01-30 03:25:18,743 - mmaction - INFO - Epoch [47][140/3757] lr: 1.000e-03, eta: 1 day, 4:24:55, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7859, loss_cls: 1.8269, loss: 1.8269, grad_norm: 4.1635 2021-01-30 03:25:23,014 - mmaction - INFO - Epoch [47][160/3757] lr: 1.000e-03, eta: 1 day, 4:24:38, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8008, loss_cls: 1.8078, loss: 1.8078, grad_norm: 4.0407 2021-01-30 03:25:27,159 - mmaction - INFO - Epoch [47][180/3757] lr: 1.000e-03, eta: 1 day, 4:24:21, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7984, loss_cls: 1.7844, loss: 1.7844, grad_norm: 4.0203 2021-01-30 03:25:31,328 - mmaction - INFO - Epoch [47][200/3757] lr: 1.000e-03, eta: 1 day, 4:24:04, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.7953, loss_cls: 1.7683, loss: 1.7683, grad_norm: 4.0156 2021-01-30 03:25:35,638 - mmaction - INFO - Epoch [47][220/3757] lr: 1.000e-03, eta: 1 day, 4:23:47, time: 0.216, data_time: 0.006, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7695, loss_cls: 1.9051, loss: 1.9051, grad_norm: 4.1857 2021-01-30 03:25:39,869 - mmaction - INFO - Epoch [47][240/3757] lr: 1.000e-03, eta: 1 day, 4:23:30, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7891, loss_cls: 1.7926, loss: 1.7926, grad_norm: 4.0325 2021-01-30 03:25:44,172 - mmaction - INFO - Epoch [47][260/3757] lr: 1.000e-03, eta: 1 day, 4:23:13, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.8117, loss_cls: 1.7775, loss: 1.7775, grad_norm: 4.0698 2021-01-30 03:25:48,357 - mmaction - INFO - Epoch [47][280/3757] lr: 1.000e-03, eta: 1 day, 4:22:56, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7992, loss_cls: 1.7815, loss: 1.7815, grad_norm: 4.0989 2021-01-30 03:25:52,728 - mmaction - INFO - Epoch [47][300/3757] lr: 1.000e-03, eta: 1 day, 4:22:40, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7914, loss_cls: 1.8265, loss: 1.8265, grad_norm: 4.1860 2021-01-30 03:25:57,117 - mmaction - INFO - Epoch [47][320/3757] lr: 1.000e-03, eta: 1 day, 4:22:23, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8016, loss_cls: 1.7083, loss: 1.7083, grad_norm: 4.0359 2021-01-30 03:26:01,436 - mmaction - INFO - Epoch [47][340/3757] lr: 1.000e-03, eta: 1 day, 4:22:06, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7820, loss_cls: 1.8037, loss: 1.8037, grad_norm: 4.0874 2021-01-30 03:26:05,739 - mmaction - INFO - Epoch [47][360/3757] lr: 1.000e-03, eta: 1 day, 4:21:49, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.7164, loss: 1.7164, grad_norm: 3.9999 2021-01-30 03:26:10,036 - mmaction - INFO - Epoch [47][380/3757] lr: 1.000e-03, eta: 1 day, 4:21:32, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8047, loss_cls: 1.7345, loss: 1.7345, grad_norm: 4.0862 2021-01-30 03:26:14,559 - mmaction - INFO - Epoch [47][400/3757] lr: 1.000e-03, eta: 1 day, 4:21:16, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7930, loss_cls: 1.7869, loss: 1.7869, grad_norm: 4.0819 2021-01-30 03:26:18,989 - mmaction - INFO - Epoch [47][420/3757] lr: 1.000e-03, eta: 1 day, 4:20:59, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7727, loss_cls: 1.8865, loss: 1.8865, grad_norm: 4.1753 2021-01-30 03:26:23,490 - mmaction - INFO - Epoch [47][440/3757] lr: 1.000e-03, eta: 1 day, 4:20:42, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7828, loss_cls: 1.8565, loss: 1.8565, grad_norm: 4.0466 2021-01-30 03:26:27,895 - mmaction - INFO - Epoch [47][460/3757] lr: 1.000e-03, eta: 1 day, 4:20:26, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8117, loss_cls: 1.7575, loss: 1.7575, grad_norm: 4.0031 2021-01-30 03:26:33,088 - mmaction - INFO - Epoch [47][480/3757] lr: 1.000e-03, eta: 1 day, 4:20:10, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7401, loss: 1.7401, grad_norm: 3.9437 2021-01-30 03:26:37,491 - mmaction - INFO - Epoch [47][500/3757] lr: 1.000e-03, eta: 1 day, 4:19:53, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7922, loss_cls: 1.8621, loss: 1.8621, grad_norm: 4.1320 2021-01-30 03:26:42,019 - mmaction - INFO - Epoch [47][520/3757] lr: 1.000e-03, eta: 1 day, 4:19:37, time: 0.227, data_time: 0.003, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7867, loss_cls: 1.8109, loss: 1.8109, grad_norm: 4.0112 2021-01-30 03:26:47,220 - mmaction - INFO - Epoch [47][540/3757] lr: 1.000e-03, eta: 1 day, 4:19:21, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8070, loss_cls: 1.7136, loss: 1.7136, grad_norm: 3.9550 2021-01-30 03:26:52,213 - mmaction - INFO - Epoch [47][560/3757] lr: 1.000e-03, eta: 1 day, 4:19:05, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.6778, loss: 1.6778, grad_norm: 4.0182 2021-01-30 03:26:57,165 - mmaction - INFO - Epoch [47][580/3757] lr: 1.000e-03, eta: 1 day, 4:18:49, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7674, loss: 1.7674, grad_norm: 4.0886 2021-01-30 03:27:02,051 - mmaction - INFO - Epoch [47][600/3757] lr: 1.000e-03, eta: 1 day, 4:18:33, time: 0.245, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8148, loss_cls: 1.7143, loss: 1.7143, grad_norm: 4.0874 2021-01-30 03:27:07,928 - mmaction - INFO - Epoch [47][620/3757] lr: 1.000e-03, eta: 1 day, 4:18:18, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8086, loss_cls: 1.7238, loss: 1.7238, grad_norm: 4.1038 2021-01-30 03:27:14,100 - mmaction - INFO - Epoch [47][640/3757] lr: 1.000e-03, eta: 1 day, 4:18:03, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7977, loss_cls: 1.7685, loss: 1.7685, grad_norm: 4.1774 2021-01-30 03:27:19,167 - mmaction - INFO - Epoch [47][660/3757] lr: 1.000e-03, eta: 1 day, 4:17:47, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8086, loss_cls: 1.7392, loss: 1.7392, grad_norm: 4.1009 2021-01-30 03:27:25,215 - mmaction - INFO - Epoch [47][680/3757] lr: 1.000e-03, eta: 1 day, 4:17:32, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7766, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.0275 2021-01-30 03:27:30,187 - mmaction - INFO - Epoch [47][700/3757] lr: 1.000e-03, eta: 1 day, 4:17:16, time: 0.249, data_time: 0.003, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7937, loss_cls: 1.8197, loss: 1.8197, grad_norm: 4.0732 2021-01-30 03:27:36,272 - mmaction - INFO - Epoch [47][720/3757] lr: 1.000e-03, eta: 1 day, 4:17:02, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7945, loss_cls: 1.7747, loss: 1.7747, grad_norm: 4.0136 2021-01-30 03:27:41,970 - mmaction - INFO - Epoch [47][740/3757] lr: 1.000e-03, eta: 1 day, 4:16:46, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7852, loss_cls: 1.8554, loss: 1.8554, grad_norm: 4.1265 2021-01-30 03:27:47,277 - mmaction - INFO - Epoch [47][760/3757] lr: 1.000e-03, eta: 1 day, 4:16:31, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6868, loss: 1.6868, grad_norm: 3.9752 2021-01-30 03:27:53,088 - mmaction - INFO - Epoch [47][780/3757] lr: 1.000e-03, eta: 1 day, 4:16:16, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.6864, loss: 1.6864, grad_norm: 3.9199 2021-01-30 03:27:58,560 - mmaction - INFO - Epoch [47][800/3757] lr: 1.000e-03, eta: 1 day, 4:16:00, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8102, loss_cls: 1.7261, loss: 1.7261, grad_norm: 4.1090 2021-01-30 03:28:04,212 - mmaction - INFO - Epoch [47][820/3757] lr: 1.000e-03, eta: 1 day, 4:15:45, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7969, loss_cls: 1.8719, loss: 1.8719, grad_norm: 4.1144 2021-01-30 03:28:09,709 - mmaction - INFO - Epoch [47][840/3757] lr: 1.000e-03, eta: 1 day, 4:15:30, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8078, loss_cls: 1.7496, loss: 1.7496, grad_norm: 4.0518 2021-01-30 03:28:15,433 - mmaction - INFO - Epoch [47][860/3757] lr: 1.000e-03, eta: 1 day, 4:15:15, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7953, loss_cls: 1.8394, loss: 1.8394, grad_norm: 4.1180 2021-01-30 03:28:21,780 - mmaction - INFO - Epoch [47][880/3757] lr: 1.000e-03, eta: 1 day, 4:15:00, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8086, loss_cls: 1.7675, loss: 1.7675, grad_norm: 4.1039 2021-01-30 03:28:27,863 - mmaction - INFO - Epoch [47][900/3757] lr: 1.000e-03, eta: 1 day, 4:14:46, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7984, loss_cls: 1.7262, loss: 1.7262, grad_norm: 3.9789 2021-01-30 03:28:33,812 - mmaction - INFO - Epoch [47][920/3757] lr: 1.000e-03, eta: 1 day, 4:14:31, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8109, loss_cls: 1.6837, loss: 1.6837, grad_norm: 4.0198 2021-01-30 03:28:39,513 - mmaction - INFO - Epoch [47][940/3757] lr: 1.000e-03, eta: 1 day, 4:14:16, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8102, loss_cls: 1.7172, loss: 1.7172, grad_norm: 3.9489 2021-01-30 03:28:45,770 - mmaction - INFO - Epoch [47][960/3757] lr: 1.000e-03, eta: 1 day, 4:14:01, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7922, loss_cls: 1.7509, loss: 1.7509, grad_norm: 4.0381 2021-01-30 03:28:51,977 - mmaction - INFO - Epoch [47][980/3757] lr: 1.000e-03, eta: 1 day, 4:13:46, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7859, loss_cls: 1.7804, loss: 1.7804, grad_norm: 4.0543 2021-01-30 03:28:57,868 - mmaction - INFO - Epoch [47][1000/3757] lr: 1.000e-03, eta: 1 day, 4:13:32, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8187, loss_cls: 1.7825, loss: 1.7825, grad_norm: 4.1569 2021-01-30 03:29:03,550 - mmaction - INFO - Epoch [47][1020/3757] lr: 1.000e-03, eta: 1 day, 4:13:16, time: 0.284, data_time: 0.005, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7945, loss_cls: 1.8398, loss: 1.8398, grad_norm: 4.1644 2021-01-30 03:29:09,561 - mmaction - INFO - Epoch [47][1040/3757] lr: 1.000e-03, eta: 1 day, 4:13:02, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8047, loss_cls: 1.7705, loss: 1.7705, grad_norm: 4.1161 2021-01-30 03:29:15,240 - mmaction - INFO - Epoch [47][1060/3757] lr: 1.000e-03, eta: 1 day, 4:12:46, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7898, loss_cls: 1.7523, loss: 1.7523, grad_norm: 4.0355 2021-01-30 03:29:21,483 - mmaction - INFO - Epoch [47][1080/3757] lr: 1.000e-03, eta: 1 day, 4:12:32, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8117, loss_cls: 1.7246, loss: 1.7246, grad_norm: 4.0082 2021-01-30 03:29:27,145 - mmaction - INFO - Epoch [47][1100/3757] lr: 1.000e-03, eta: 1 day, 4:12:17, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.5516, top5_acc: 0.7766, loss_cls: 1.9016, loss: 1.9016, grad_norm: 4.1381 2021-01-30 03:29:33,455 - mmaction - INFO - Epoch [47][1120/3757] lr: 1.000e-03, eta: 1 day, 4:12:02, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7930, loss_cls: 1.7705, loss: 1.7705, grad_norm: 4.0959 2021-01-30 03:29:39,360 - mmaction - INFO - Epoch [47][1140/3757] lr: 1.000e-03, eta: 1 day, 4:11:47, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8133, loss_cls: 1.7337, loss: 1.7337, grad_norm: 3.9470 2021-01-30 03:29:45,305 - mmaction - INFO - Epoch [47][1160/3757] lr: 1.000e-03, eta: 1 day, 4:11:33, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6477, loss: 1.6477, grad_norm: 3.9935 2021-01-30 03:29:51,613 - mmaction - INFO - Epoch [47][1180/3757] lr: 1.000e-03, eta: 1 day, 4:11:18, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8070, loss_cls: 1.7140, loss: 1.7140, grad_norm: 4.0445 2021-01-30 03:29:57,256 - mmaction - INFO - Epoch [47][1200/3757] lr: 1.000e-03, eta: 1 day, 4:11:03, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8227, loss_cls: 1.6397, loss: 1.6397, grad_norm: 4.0773 2021-01-30 03:30:03,613 - mmaction - INFO - Epoch [47][1220/3757] lr: 1.000e-03, eta: 1 day, 4:10:49, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.6909, loss: 1.6909, grad_norm: 4.0692 2021-01-30 03:30:09,618 - mmaction - INFO - Epoch [47][1240/3757] lr: 1.000e-03, eta: 1 day, 4:10:34, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7844, loss_cls: 1.7753, loss: 1.7753, grad_norm: 4.0881 2021-01-30 03:30:15,354 - mmaction - INFO - Epoch [47][1260/3757] lr: 1.000e-03, eta: 1 day, 4:10:19, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8031, loss_cls: 1.7770, loss: 1.7770, grad_norm: 4.1182 2021-01-30 03:30:21,768 - mmaction - INFO - Epoch [47][1280/3757] lr: 1.000e-03, eta: 1 day, 4:10:05, time: 0.321, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8008, loss_cls: 1.7791, loss: 1.7791, grad_norm: 4.1193 2021-01-30 03:30:28,204 - mmaction - INFO - Epoch [47][1300/3757] lr: 1.000e-03, eta: 1 day, 4:09:50, time: 0.322, data_time: 0.000, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.7369, loss: 1.7369, grad_norm: 4.0331 2021-01-30 03:30:34,147 - mmaction - INFO - Epoch [47][1320/3757] lr: 1.000e-03, eta: 1 day, 4:09:35, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8008, loss_cls: 1.7256, loss: 1.7256, grad_norm: 3.9904 2021-01-30 03:30:40,396 - mmaction - INFO - Epoch [47][1340/3757] lr: 1.000e-03, eta: 1 day, 4:09:21, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.7922, loss_cls: 1.7292, loss: 1.7292, grad_norm: 4.0113 2021-01-30 03:30:46,402 - mmaction - INFO - Epoch [47][1360/3757] lr: 1.000e-03, eta: 1 day, 4:09:06, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8008, loss_cls: 1.7577, loss: 1.7577, grad_norm: 4.0457 2021-01-30 03:30:52,648 - mmaction - INFO - Epoch [47][1380/3757] lr: 1.000e-03, eta: 1 day, 4:08:52, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8086, loss_cls: 1.7611, loss: 1.7611, grad_norm: 4.0413 2021-01-30 03:30:57,957 - mmaction - INFO - Epoch [47][1400/3757] lr: 1.000e-03, eta: 1 day, 4:08:36, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7859, loss_cls: 1.8347, loss: 1.8347, grad_norm: 4.1873 2021-01-30 03:31:03,645 - mmaction - INFO - Epoch [47][1420/3757] lr: 1.000e-03, eta: 1 day, 4:08:21, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7828, loss_cls: 1.8428, loss: 1.8428, grad_norm: 4.1889 2021-01-30 03:31:09,828 - mmaction - INFO - Epoch [47][1440/3757] lr: 1.000e-03, eta: 1 day, 4:08:07, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7898, loss_cls: 1.8040, loss: 1.8040, grad_norm: 4.1656 2021-01-30 03:31:15,924 - mmaction - INFO - Epoch [47][1460/3757] lr: 1.000e-03, eta: 1 day, 4:07:52, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7859, loss_cls: 1.8073, loss: 1.8073, grad_norm: 4.1104 2021-01-30 03:31:22,159 - mmaction - INFO - Epoch [47][1480/3757] lr: 1.000e-03, eta: 1 day, 4:07:38, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7852, loss_cls: 1.8413, loss: 1.8413, grad_norm: 4.1028 2021-01-30 03:31:28,292 - mmaction - INFO - Epoch [47][1500/3757] lr: 1.000e-03, eta: 1 day, 4:07:23, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7977, loss_cls: 1.8147, loss: 1.8147, grad_norm: 4.1886 2021-01-30 03:31:34,533 - mmaction - INFO - Epoch [47][1520/3757] lr: 1.000e-03, eta: 1 day, 4:07:08, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7898, loss_cls: 1.8322, loss: 1.8322, grad_norm: 4.1210 2021-01-30 03:31:41,169 - mmaction - INFO - Epoch [47][1540/3757] lr: 1.000e-03, eta: 1 day, 4:06:54, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7859, loss_cls: 1.7614, loss: 1.7614, grad_norm: 4.0232 2021-01-30 03:31:47,216 - mmaction - INFO - Epoch [47][1560/3757] lr: 1.000e-03, eta: 1 day, 4:06:40, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7398, loss: 1.7398, grad_norm: 4.0023 2021-01-30 03:31:53,743 - mmaction - INFO - Epoch [47][1580/3757] lr: 1.000e-03, eta: 1 day, 4:06:26, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8016, loss_cls: 1.7867, loss: 1.7867, grad_norm: 4.0777 2021-01-30 03:32:00,381 - mmaction - INFO - Epoch [47][1600/3757] lr: 1.000e-03, eta: 1 day, 4:06:12, time: 0.332, data_time: 0.003, memory: 3385, top1_acc: 0.5477, top5_acc: 0.7867, loss_cls: 1.8390, loss: 1.8390, grad_norm: 4.2779 2021-01-30 03:32:06,144 - mmaction - INFO - Epoch [47][1620/3757] lr: 1.000e-03, eta: 1 day, 4:05:57, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7992, loss_cls: 1.7358, loss: 1.7358, grad_norm: 4.0745 2021-01-30 03:32:11,415 - mmaction - INFO - Epoch [47][1640/3757] lr: 1.000e-03, eta: 1 day, 4:05:41, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7898, loss_cls: 1.7851, loss: 1.7851, grad_norm: 4.0217 2021-01-30 03:32:17,563 - mmaction - INFO - Epoch [47][1660/3757] lr: 1.000e-03, eta: 1 day, 4:05:27, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.8685, loss: 1.8685, grad_norm: 4.1193 2021-01-30 03:32:23,603 - mmaction - INFO - Epoch [47][1680/3757] lr: 1.000e-03, eta: 1 day, 4:05:12, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7719, loss_cls: 1.8887, loss: 1.8887, grad_norm: 4.2254 2021-01-30 03:32:30,562 - mmaction - INFO - Epoch [47][1700/3757] lr: 1.000e-03, eta: 1 day, 4:04:58, time: 0.348, data_time: 0.000, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.7653, loss: 1.7653, grad_norm: 4.1023 2021-01-30 03:32:36,718 - mmaction - INFO - Epoch [47][1720/3757] lr: 1.000e-03, eta: 1 day, 4:04:44, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7836, loss_cls: 1.8680, loss: 1.8680, grad_norm: 4.1913 2021-01-30 03:32:42,929 - mmaction - INFO - Epoch [47][1740/3757] lr: 1.000e-03, eta: 1 day, 4:04:29, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.6844, loss: 1.6844, grad_norm: 4.1147 2021-01-30 03:32:48,998 - mmaction - INFO - Epoch [47][1760/3757] lr: 1.000e-03, eta: 1 day, 4:04:15, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7992, loss_cls: 1.8053, loss: 1.8053, grad_norm: 4.1687 2021-01-30 03:32:55,260 - mmaction - INFO - Epoch [47][1780/3757] lr: 1.000e-03, eta: 1 day, 4:04:00, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8016, loss_cls: 1.7348, loss: 1.7348, grad_norm: 4.0230 2021-01-30 03:33:01,162 - mmaction - INFO - Epoch [47][1800/3757] lr: 1.000e-03, eta: 1 day, 4:03:45, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8375, loss: 1.8375, grad_norm: 4.1156 2021-01-30 03:33:07,472 - mmaction - INFO - Epoch [47][1820/3757] lr: 1.000e-03, eta: 1 day, 4:03:31, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7937, loss_cls: 1.7422, loss: 1.7422, grad_norm: 4.0046 2021-01-30 03:33:14,223 - mmaction - INFO - Epoch [47][1840/3757] lr: 1.000e-03, eta: 1 day, 4:03:17, time: 0.338, data_time: 0.003, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7758, loss_cls: 1.8572, loss: 1.8572, grad_norm: 4.1237 2021-01-30 03:33:20,676 - mmaction - INFO - Epoch [47][1860/3757] lr: 1.000e-03, eta: 1 day, 4:03:03, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8141, loss_cls: 1.7094, loss: 1.7094, grad_norm: 4.0569 2021-01-30 03:33:26,727 - mmaction - INFO - Epoch [47][1880/3757] lr: 1.000e-03, eta: 1 day, 4:02:48, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8164, loss_cls: 1.7554, loss: 1.7554, grad_norm: 4.0874 2021-01-30 03:33:32,283 - mmaction - INFO - Epoch [47][1900/3757] lr: 1.000e-03, eta: 1 day, 4:02:33, time: 0.278, data_time: 0.004, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8023, loss_cls: 1.8140, loss: 1.8140, grad_norm: 4.2057 2021-01-30 03:33:39,064 - mmaction - INFO - Epoch [47][1920/3757] lr: 1.000e-03, eta: 1 day, 4:02:19, time: 0.339, data_time: 0.003, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7379, loss: 1.7379, grad_norm: 4.1396 2021-01-30 03:33:45,409 - mmaction - INFO - Epoch [47][1940/3757] lr: 1.000e-03, eta: 1 day, 4:02:05, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8078, loss_cls: 1.7277, loss: 1.7277, grad_norm: 4.0680 2021-01-30 03:33:51,929 - mmaction - INFO - Epoch [47][1960/3757] lr: 1.000e-03, eta: 1 day, 4:01:51, time: 0.326, data_time: 0.003, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7805, loss_cls: 1.8967, loss: 1.8967, grad_norm: 4.1665 2021-01-30 03:33:57,515 - mmaction - INFO - Epoch [47][1980/3757] lr: 1.000e-03, eta: 1 day, 4:01:36, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7898, loss_cls: 1.8716, loss: 1.8716, grad_norm: 4.0928 2021-01-30 03:34:03,601 - mmaction - INFO - Epoch [47][2000/3757] lr: 1.000e-03, eta: 1 day, 4:01:21, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8004, loss: 1.8004, grad_norm: 4.0528 2021-01-30 03:34:10,079 - mmaction - INFO - Epoch [47][2020/3757] lr: 1.000e-03, eta: 1 day, 4:01:07, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7766, loss_cls: 1.8890, loss: 1.8890, grad_norm: 4.1847 2021-01-30 03:34:15,769 - mmaction - INFO - Epoch [47][2040/3757] lr: 1.000e-03, eta: 1 day, 4:00:52, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7914, loss_cls: 1.8323, loss: 1.8323, grad_norm: 4.0539 2021-01-30 03:34:21,752 - mmaction - INFO - Epoch [47][2060/3757] lr: 1.000e-03, eta: 1 day, 4:00:37, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7977, loss_cls: 1.7653, loss: 1.7653, grad_norm: 4.0292 2021-01-30 03:34:28,061 - mmaction - INFO - Epoch [47][2080/3757] lr: 1.000e-03, eta: 1 day, 4:00:23, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7969, loss_cls: 1.7946, loss: 1.7946, grad_norm: 4.1022 2021-01-30 03:34:34,176 - mmaction - INFO - Epoch [47][2100/3757] lr: 1.000e-03, eta: 1 day, 4:00:08, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.8507, loss: 1.8507, grad_norm: 4.1355 2021-01-30 03:34:40,321 - mmaction - INFO - Epoch [47][2120/3757] lr: 1.000e-03, eta: 1 day, 3:59:54, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7898, loss_cls: 1.8159, loss: 1.8159, grad_norm: 4.1345 2021-01-30 03:34:46,631 - mmaction - INFO - Epoch [47][2140/3757] lr: 1.000e-03, eta: 1 day, 3:59:40, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7977, loss_cls: 1.7930, loss: 1.7930, grad_norm: 4.1494 2021-01-30 03:34:52,568 - mmaction - INFO - Epoch [47][2160/3757] lr: 1.000e-03, eta: 1 day, 3:59:25, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7945, loss_cls: 1.8230, loss: 1.8230, grad_norm: 4.1686 2021-01-30 03:34:58,473 - mmaction - INFO - Epoch [47][2180/3757] lr: 1.000e-03, eta: 1 day, 3:59:10, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8117, loss_cls: 1.6743, loss: 1.6743, grad_norm: 3.9958 2021-01-30 03:35:05,683 - mmaction - INFO - Epoch [47][2200/3757] lr: 1.000e-03, eta: 1 day, 3:58:57, time: 0.361, data_time: 0.002, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7906, loss_cls: 1.8155, loss: 1.8155, grad_norm: 4.1956 2021-01-30 03:35:11,603 - mmaction - INFO - Epoch [47][2220/3757] lr: 1.000e-03, eta: 1 day, 3:58:42, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7875, loss_cls: 1.8137, loss: 1.8137, grad_norm: 4.0148 2021-01-30 03:35:18,603 - mmaction - INFO - Epoch [47][2240/3757] lr: 1.000e-03, eta: 1 day, 3:58:28, time: 0.350, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8016, loss_cls: 1.7739, loss: 1.7739, grad_norm: 3.9849 2021-01-30 03:35:24,097 - mmaction - INFO - Epoch [47][2260/3757] lr: 1.000e-03, eta: 1 day, 3:58:13, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7705, loss: 1.7705, grad_norm: 4.0847 2021-01-30 03:35:29,812 - mmaction - INFO - Epoch [47][2280/3757] lr: 1.000e-03, eta: 1 day, 3:57:58, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.7044, loss: 1.7044, grad_norm: 3.9921 2021-01-30 03:35:36,150 - mmaction - INFO - Epoch [47][2300/3757] lr: 1.000e-03, eta: 1 day, 3:57:44, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7891, loss_cls: 1.8815, loss: 1.8815, grad_norm: 4.1408 2021-01-30 03:35:42,118 - mmaction - INFO - Epoch [47][2320/3757] lr: 1.000e-03, eta: 1 day, 3:57:29, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8070, loss_cls: 1.7439, loss: 1.7439, grad_norm: 4.0886 2021-01-30 03:35:48,483 - mmaction - INFO - Epoch [47][2340/3757] lr: 1.000e-03, eta: 1 day, 3:57:15, time: 0.318, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.7143, loss: 1.7143, grad_norm: 4.0126 2021-01-30 03:35:55,574 - mmaction - INFO - Epoch [47][2360/3757] lr: 1.000e-03, eta: 1 day, 3:57:02, time: 0.354, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7867, loss_cls: 1.8301, loss: 1.8301, grad_norm: 4.1668 2021-01-30 03:36:02,090 - mmaction - INFO - Epoch [47][2380/3757] lr: 1.000e-03, eta: 1 day, 3:56:48, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.7030, loss: 1.7030, grad_norm: 4.0081 2021-01-30 03:36:07,376 - mmaction - INFO - Epoch [47][2400/3757] lr: 1.000e-03, eta: 1 day, 3:56:32, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.7828, loss: 1.7828, grad_norm: 4.0470 2021-01-30 03:36:14,228 - mmaction - INFO - Epoch [47][2420/3757] lr: 1.000e-03, eta: 1 day, 3:56:18, time: 0.342, data_time: 0.003, memory: 3385, top1_acc: 0.5625, top5_acc: 0.8008, loss_cls: 1.8039, loss: 1.8039, grad_norm: 4.1098 2021-01-30 03:36:19,906 - mmaction - INFO - Epoch [47][2440/3757] lr: 1.000e-03, eta: 1 day, 3:56:03, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7977, loss_cls: 1.7706, loss: 1.7706, grad_norm: 4.1467 2021-01-30 03:36:25,672 - mmaction - INFO - Epoch [47][2460/3757] lr: 1.000e-03, eta: 1 day, 3:55:48, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8016, loss_cls: 1.7624, loss: 1.7624, grad_norm: 4.0937 2021-01-30 03:36:31,882 - mmaction - INFO - Epoch [47][2480/3757] lr: 1.000e-03, eta: 1 day, 3:55:34, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.0680 2021-01-30 03:36:37,884 - mmaction - INFO - Epoch [47][2500/3757] lr: 1.000e-03, eta: 1 day, 3:55:19, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8203, loss_cls: 1.6891, loss: 1.6891, grad_norm: 4.0408 2021-01-30 03:36:44,091 - mmaction - INFO - Epoch [47][2520/3757] lr: 1.000e-03, eta: 1 day, 3:55:05, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8133, loss_cls: 1.6128, loss: 1.6128, grad_norm: 3.9239 2021-01-30 03:36:50,722 - mmaction - INFO - Epoch [47][2540/3757] lr: 1.000e-03, eta: 1 day, 3:54:51, time: 0.331, data_time: 0.000, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7969, loss_cls: 1.7405, loss: 1.7405, grad_norm: 4.0939 2021-01-30 03:36:56,542 - mmaction - INFO - Epoch [47][2560/3757] lr: 1.000e-03, eta: 1 day, 3:54:36, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7922, loss_cls: 1.8602, loss: 1.8602, grad_norm: 4.2297 2021-01-30 03:37:02,259 - mmaction - INFO - Epoch [47][2580/3757] lr: 1.000e-03, eta: 1 day, 3:54:21, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.8008, loss_cls: 1.7477, loss: 1.7477, grad_norm: 4.0814 2021-01-30 03:37:08,774 - mmaction - INFO - Epoch [47][2600/3757] lr: 1.000e-03, eta: 1 day, 3:54:07, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8187, loss_cls: 1.7038, loss: 1.7038, grad_norm: 4.0354 2021-01-30 03:37:15,114 - mmaction - INFO - Epoch [47][2620/3757] lr: 1.000e-03, eta: 1 day, 3:53:53, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8070, loss_cls: 1.7411, loss: 1.7411, grad_norm: 4.0512 2021-01-30 03:37:21,768 - mmaction - INFO - Epoch [47][2640/3757] lr: 1.000e-03, eta: 1 day, 3:53:39, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7969, loss_cls: 1.8062, loss: 1.8062, grad_norm: 4.2478 2021-01-30 03:37:27,738 - mmaction - INFO - Epoch [47][2660/3757] lr: 1.000e-03, eta: 1 day, 3:53:24, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7758, loss_cls: 1.9055, loss: 1.9055, grad_norm: 4.1151 2021-01-30 03:37:33,692 - mmaction - INFO - Epoch [47][2680/3757] lr: 1.000e-03, eta: 1 day, 3:53:10, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7961, loss_cls: 1.7264, loss: 1.7264, grad_norm: 3.9635 2021-01-30 03:37:39,838 - mmaction - INFO - Epoch [47][2700/3757] lr: 1.000e-03, eta: 1 day, 3:52:55, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8063, loss_cls: 1.7423, loss: 1.7423, grad_norm: 3.9325 2021-01-30 03:37:45,787 - mmaction - INFO - Epoch [47][2720/3757] lr: 1.000e-03, eta: 1 day, 3:52:41, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8156, loss_cls: 1.6945, loss: 1.6945, grad_norm: 4.1032 2021-01-30 03:37:51,430 - mmaction - INFO - Epoch [47][2740/3757] lr: 1.000e-03, eta: 1 day, 3:52:26, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7883, loss_cls: 1.8063, loss: 1.8063, grad_norm: 4.2449 2021-01-30 03:37:58,077 - mmaction - INFO - Epoch [47][2760/3757] lr: 1.000e-03, eta: 1 day, 3:52:12, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7914, loss_cls: 1.7580, loss: 1.7580, grad_norm: 4.1352 2021-01-30 03:38:04,498 - mmaction - INFO - Epoch [47][2780/3757] lr: 1.000e-03, eta: 1 day, 3:51:58, time: 0.321, data_time: 0.000, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7930, loss_cls: 1.8048, loss: 1.8048, grad_norm: 4.1203 2021-01-30 03:38:10,558 - mmaction - INFO - Epoch [47][2800/3757] lr: 1.000e-03, eta: 1 day, 3:51:43, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7836, loss_cls: 1.8215, loss: 1.8215, grad_norm: 4.1403 2021-01-30 03:38:16,340 - mmaction - INFO - Epoch [47][2820/3757] lr: 1.000e-03, eta: 1 day, 3:51:28, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8094, loss_cls: 1.6859, loss: 1.6859, grad_norm: 4.0313 2021-01-30 03:38:22,569 - mmaction - INFO - Epoch [47][2840/3757] lr: 1.000e-03, eta: 1 day, 3:51:14, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7906, loss_cls: 1.8129, loss: 1.8129, grad_norm: 4.2311 2021-01-30 03:38:28,961 - mmaction - INFO - Epoch [47][2860/3757] lr: 1.000e-03, eta: 1 day, 3:51:00, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7953, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.0824 2021-01-30 03:38:35,228 - mmaction - INFO - Epoch [47][2880/3757] lr: 1.000e-03, eta: 1 day, 3:50:45, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7711, loss_cls: 1.8910, loss: 1.8910, grad_norm: 4.2428 2021-01-30 03:38:41,832 - mmaction - INFO - Epoch [47][2900/3757] lr: 1.000e-03, eta: 1 day, 3:50:31, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8070, loss_cls: 1.7737, loss: 1.7737, grad_norm: 4.0657 2021-01-30 03:38:47,359 - mmaction - INFO - Epoch [47][2920/3757] lr: 1.000e-03, eta: 1 day, 3:50:16, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8000, loss_cls: 1.8035, loss: 1.8035, grad_norm: 4.0591 2021-01-30 03:38:53,283 - mmaction - INFO - Epoch [47][2940/3757] lr: 1.000e-03, eta: 1 day, 3:50:02, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5656, top5_acc: 0.8016, loss_cls: 1.7925, loss: 1.7925, grad_norm: 4.1203 2021-01-30 03:38:59,184 - mmaction - INFO - Epoch [47][2960/3757] lr: 1.000e-03, eta: 1 day, 3:49:47, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8039, loss_cls: 1.7624, loss: 1.7624, grad_norm: 4.0507 2021-01-30 03:39:05,027 - mmaction - INFO - Epoch [47][2980/3757] lr: 1.000e-03, eta: 1 day, 3:49:32, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7883, loss_cls: 1.7830, loss: 1.7830, grad_norm: 4.0410 2021-01-30 03:39:11,077 - mmaction - INFO - Epoch [47][3000/3757] lr: 1.000e-03, eta: 1 day, 3:49:18, time: 0.302, data_time: 0.004, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8349, loss: 1.8349, grad_norm: 4.1635 2021-01-30 03:39:17,155 - mmaction - INFO - Epoch [47][3020/3757] lr: 1.000e-03, eta: 1 day, 3:49:03, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7930, loss_cls: 1.8045, loss: 1.8045, grad_norm: 4.0531 2021-01-30 03:39:23,351 - mmaction - INFO - Epoch [47][3040/3757] lr: 1.000e-03, eta: 1 day, 3:48:49, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6711, loss: 1.6711, grad_norm: 3.9587 2021-01-30 03:39:29,712 - mmaction - INFO - Epoch [47][3060/3757] lr: 1.000e-03, eta: 1 day, 3:48:35, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.7617, loss: 1.7617, grad_norm: 4.1855 2021-01-30 03:39:36,112 - mmaction - INFO - Epoch [47][3080/3757] lr: 1.000e-03, eta: 1 day, 3:48:20, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.7291, loss: 1.7291, grad_norm: 4.0871 2021-01-30 03:39:42,376 - mmaction - INFO - Epoch [47][3100/3757] lr: 1.000e-03, eta: 1 day, 3:48:06, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7984, loss_cls: 1.7626, loss: 1.7626, grad_norm: 4.1068 2021-01-30 03:39:48,498 - mmaction - INFO - Epoch [47][3120/3757] lr: 1.000e-03, eta: 1 day, 3:47:52, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8086, loss_cls: 1.7599, loss: 1.7599, grad_norm: 4.0053 2021-01-30 03:39:54,888 - mmaction - INFO - Epoch [47][3140/3757] lr: 1.000e-03, eta: 1 day, 3:47:38, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8078, loss_cls: 1.7218, loss: 1.7218, grad_norm: 4.0784 2021-01-30 03:40:01,292 - mmaction - INFO - Epoch [47][3160/3757] lr: 1.000e-03, eta: 1 day, 3:47:23, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.7714, loss: 1.7714, grad_norm: 4.0455 2021-01-30 03:40:07,171 - mmaction - INFO - Epoch [47][3180/3757] lr: 1.000e-03, eta: 1 day, 3:47:09, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8000, loss_cls: 1.7802, loss: 1.7802, grad_norm: 4.1650 2021-01-30 03:40:13,452 - mmaction - INFO - Epoch [47][3200/3757] lr: 1.000e-03, eta: 1 day, 3:46:54, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7859, loss_cls: 1.8291, loss: 1.8291, grad_norm: 4.2017 2021-01-30 03:40:19,665 - mmaction - INFO - Epoch [47][3220/3757] lr: 1.000e-03, eta: 1 day, 3:46:40, time: 0.310, data_time: 0.000, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7859, loss_cls: 1.8807, loss: 1.8807, grad_norm: 4.1363 2021-01-30 03:40:26,046 - mmaction - INFO - Epoch [47][3240/3757] lr: 1.000e-03, eta: 1 day, 3:46:26, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.6575, loss: 1.6575, grad_norm: 3.9774 2021-01-30 03:40:31,705 - mmaction - INFO - Epoch [47][3260/3757] lr: 1.000e-03, eta: 1 day, 3:46:11, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8094, loss_cls: 1.7829, loss: 1.7829, grad_norm: 4.1174 2021-01-30 03:40:38,332 - mmaction - INFO - Epoch [47][3280/3757] lr: 1.000e-03, eta: 1 day, 3:45:57, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7914, loss_cls: 1.8113, loss: 1.8113, grad_norm: 4.3493 2021-01-30 03:40:44,253 - mmaction - INFO - Epoch [47][3300/3757] lr: 1.000e-03, eta: 1 day, 3:45:42, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.1505 2021-01-30 03:40:50,316 - mmaction - INFO - Epoch [47][3320/3757] lr: 1.000e-03, eta: 1 day, 3:45:28, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.7214, loss: 1.7214, grad_norm: 4.0824 2021-01-30 03:40:56,986 - mmaction - INFO - Epoch [47][3340/3757] lr: 1.000e-03, eta: 1 day, 3:45:14, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7930, loss_cls: 1.8054, loss: 1.8054, grad_norm: 4.2038 2021-01-30 03:41:03,497 - mmaction - INFO - Epoch [47][3360/3757] lr: 1.000e-03, eta: 1 day, 3:45:00, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7937, loss_cls: 1.8085, loss: 1.8085, grad_norm: 4.1072 2021-01-30 03:41:09,448 - mmaction - INFO - Epoch [47][3380/3757] lr: 1.000e-03, eta: 1 day, 3:44:46, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.7743, loss: 1.7743, grad_norm: 4.0404 2021-01-30 03:41:15,805 - mmaction - INFO - Epoch [47][3400/3757] lr: 1.000e-03, eta: 1 day, 3:44:31, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8117, loss_cls: 1.7216, loss: 1.7216, grad_norm: 4.1634 2021-01-30 03:41:22,025 - mmaction - INFO - Epoch [47][3420/3757] lr: 1.000e-03, eta: 1 day, 3:44:17, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7576, loss: 1.7576, grad_norm: 4.1420 2021-01-30 03:41:28,397 - mmaction - INFO - Epoch [47][3440/3757] lr: 1.000e-03, eta: 1 day, 3:44:03, time: 0.319, data_time: 0.004, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7906, loss_cls: 1.7474, loss: 1.7474, grad_norm: 4.0215 2021-01-30 03:41:34,246 - mmaction - INFO - Epoch [47][3460/3757] lr: 1.000e-03, eta: 1 day, 3:43:48, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7711, loss_cls: 1.9229, loss: 1.9229, grad_norm: 4.2074 2021-01-30 03:41:41,010 - mmaction - INFO - Epoch [47][3480/3757] lr: 1.000e-03, eta: 1 day, 3:43:35, time: 0.338, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.6702, loss: 1.6702, grad_norm: 3.9767 2021-01-30 03:41:46,855 - mmaction - INFO - Epoch [47][3500/3757] lr: 1.000e-03, eta: 1 day, 3:43:20, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.7308, loss: 1.7308, grad_norm: 4.0133 2021-01-30 03:41:53,417 - mmaction - INFO - Epoch [47][3520/3757] lr: 1.000e-03, eta: 1 day, 3:43:06, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8078, loss_cls: 1.7742, loss: 1.7742, grad_norm: 4.0506 2021-01-30 03:41:59,462 - mmaction - INFO - Epoch [47][3540/3757] lr: 1.000e-03, eta: 1 day, 3:42:51, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8094, loss_cls: 1.6552, loss: 1.6552, grad_norm: 3.9053 2021-01-30 03:42:05,401 - mmaction - INFO - Epoch [47][3560/3757] lr: 1.000e-03, eta: 1 day, 3:42:37, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.8150, loss: 1.8150, grad_norm: 4.1283 2021-01-30 03:42:11,990 - mmaction - INFO - Epoch [47][3580/3757] lr: 1.000e-03, eta: 1 day, 3:42:23, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8203, loss_cls: 1.6459, loss: 1.6459, grad_norm: 3.9420 2021-01-30 03:42:17,875 - mmaction - INFO - Epoch [47][3600/3757] lr: 1.000e-03, eta: 1 day, 3:42:08, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8000, loss_cls: 1.7645, loss: 1.7645, grad_norm: 4.1233 2021-01-30 03:42:23,930 - mmaction - INFO - Epoch [47][3620/3757] lr: 1.000e-03, eta: 1 day, 3:41:54, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8172, loss_cls: 1.6645, loss: 1.6645, grad_norm: 4.0981 2021-01-30 03:42:30,087 - mmaction - INFO - Epoch [47][3640/3757] lr: 1.000e-03, eta: 1 day, 3:41:39, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7914, loss_cls: 1.8374, loss: 1.8374, grad_norm: 4.1634 2021-01-30 03:42:36,268 - mmaction - INFO - Epoch [47][3660/3757] lr: 1.000e-03, eta: 1 day, 3:41:25, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8000, loss_cls: 1.7293, loss: 1.7293, grad_norm: 3.9636 2021-01-30 03:42:42,425 - mmaction - INFO - Epoch [47][3680/3757] lr: 1.000e-03, eta: 1 day, 3:41:11, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.8070, loss_cls: 1.7664, loss: 1.7664, grad_norm: 4.1795 2021-01-30 03:42:48,557 - mmaction - INFO - Epoch [47][3700/3757] lr: 1.000e-03, eta: 1 day, 3:40:56, time: 0.306, data_time: 0.000, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7906, loss_cls: 1.8309, loss: 1.8309, grad_norm: 4.2254 2021-01-30 03:42:54,441 - mmaction - INFO - Epoch [47][3720/3757] lr: 1.000e-03, eta: 1 day, 3:40:42, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.7196, loss: 1.7196, grad_norm: 4.0217 2021-01-30 03:43:01,084 - mmaction - INFO - Epoch [47][3740/3757] lr: 1.000e-03, eta: 1 day, 3:40:28, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7937, loss_cls: 1.7873, loss: 1.7873, grad_norm: 4.0699 2021-01-30 03:43:25,305 - mmaction - INFO - Saving checkpoint at 47 epochs 2021-01-30 03:55:30,993 - mmaction - INFO - Epoch [48][20/3757] lr: 1.000e-03, eta: 1 day, 3:53:26, time: 36.257, data_time: 35.719, memory: 3385, top1_acc: 0.5984, top5_acc: 0.7961, loss_cls: 1.7456, loss: 1.7456, grad_norm: 4.0865 2021-01-30 03:55:35,100 - mmaction - INFO - Epoch [48][40/3757] lr: 1.000e-03, eta: 1 day, 3:53:10, time: 0.223, data_time: 0.019, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8000, loss_cls: 1.7677, loss: 1.7677, grad_norm: 4.0223 2021-01-30 03:55:39,211 - mmaction - INFO - Epoch [48][60/3757] lr: 1.000e-03, eta: 1 day, 3:52:53, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7001, loss: 1.7001, grad_norm: 4.0772 2021-01-30 03:55:43,405 - mmaction - INFO - Epoch [48][80/3757] lr: 1.000e-03, eta: 1 day, 3:52:36, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7984, loss_cls: 1.7551, loss: 1.7551, grad_norm: 4.0855 2021-01-30 03:55:47,586 - mmaction - INFO - Epoch [48][100/3757] lr: 1.000e-03, eta: 1 day, 3:52:19, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7488, loss: 1.7488, grad_norm: 4.1723 2021-01-30 03:55:51,864 - mmaction - INFO - Epoch [48][120/3757] lr: 1.000e-03, eta: 1 day, 3:52:03, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7883, loss_cls: 1.7496, loss: 1.7496, grad_norm: 4.1750 2021-01-30 03:55:55,991 - mmaction - INFO - Epoch [48][140/3757] lr: 1.000e-03, eta: 1 day, 3:51:46, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7945, loss_cls: 1.7832, loss: 1.7832, grad_norm: 4.1742 2021-01-30 03:56:00,217 - mmaction - INFO - Epoch [48][160/3757] lr: 1.000e-03, eta: 1 day, 3:51:29, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7820, loss_cls: 1.8712, loss: 1.8712, grad_norm: 4.1744 2021-01-30 03:56:04,349 - mmaction - INFO - Epoch [48][180/3757] lr: 1.000e-03, eta: 1 day, 3:51:13, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7891, loss_cls: 1.8777, loss: 1.8777, grad_norm: 4.1554 2021-01-30 03:56:08,517 - mmaction - INFO - Epoch [48][200/3757] lr: 1.000e-03, eta: 1 day, 3:50:56, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8008, loss_cls: 1.7062, loss: 1.7062, grad_norm: 3.9790 2021-01-30 03:56:12,810 - mmaction - INFO - Epoch [48][220/3757] lr: 1.000e-03, eta: 1 day, 3:50:39, time: 0.215, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8102, loss_cls: 1.7215, loss: 1.7215, grad_norm: 4.1009 2021-01-30 03:56:16,910 - mmaction - INFO - Epoch [48][240/3757] lr: 1.000e-03, eta: 1 day, 3:50:22, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7820, loss_cls: 1.8281, loss: 1.8281, grad_norm: 4.1282 2021-01-30 03:56:21,259 - mmaction - INFO - Epoch [48][260/3757] lr: 1.000e-03, eta: 1 day, 3:50:06, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.7246, loss: 1.7246, grad_norm: 4.0891 2021-01-30 03:56:25,454 - mmaction - INFO - Epoch [48][280/3757] lr: 1.000e-03, eta: 1 day, 3:49:49, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6314, loss: 1.6314, grad_norm: 4.0073 2021-01-30 03:56:29,590 - mmaction - INFO - Epoch [48][300/3757] lr: 1.000e-03, eta: 1 day, 3:49:32, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8070, loss_cls: 1.7603, loss: 1.7603, grad_norm: 4.2122 2021-01-30 03:56:34,019 - mmaction - INFO - Epoch [48][320/3757] lr: 1.000e-03, eta: 1 day, 3:49:16, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7977, loss_cls: 1.7980, loss: 1.7980, grad_norm: 4.2538 2021-01-30 03:56:38,155 - mmaction - INFO - Epoch [48][340/3757] lr: 1.000e-03, eta: 1 day, 3:48:59, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.6488, loss: 1.6488, grad_norm: 4.0545 2021-01-30 03:56:42,453 - mmaction - INFO - Epoch [48][360/3757] lr: 1.000e-03, eta: 1 day, 3:48:43, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7838, loss: 1.7838, grad_norm: 4.2230 2021-01-30 03:56:46,759 - mmaction - INFO - Epoch [48][380/3757] lr: 1.000e-03, eta: 1 day, 3:48:26, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.7723, loss: 1.7723, grad_norm: 4.0632 2021-01-30 03:56:51,687 - mmaction - INFO - Epoch [48][400/3757] lr: 1.000e-03, eta: 1 day, 3:48:10, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8039, loss_cls: 1.7432, loss: 1.7432, grad_norm: 4.1470 2021-01-30 03:56:56,065 - mmaction - INFO - Epoch [48][420/3757] lr: 1.000e-03, eta: 1 day, 3:47:54, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.7203, loss: 1.7203, grad_norm: 4.2201 2021-01-30 03:57:00,433 - mmaction - INFO - Epoch [48][440/3757] lr: 1.000e-03, eta: 1 day, 3:47:37, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7930, loss_cls: 1.8237, loss: 1.8237, grad_norm: 4.2801 2021-01-30 03:57:05,693 - mmaction - INFO - Epoch [48][460/3757] lr: 1.000e-03, eta: 1 day, 3:47:22, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7914, loss_cls: 1.7831, loss: 1.7831, grad_norm: 4.0993 2021-01-30 03:57:10,275 - mmaction - INFO - Epoch [48][480/3757] lr: 1.000e-03, eta: 1 day, 3:47:06, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.7754, loss: 1.7754, grad_norm: 4.1384 2021-01-30 03:57:14,792 - mmaction - INFO - Epoch [48][500/3757] lr: 1.000e-03, eta: 1 day, 3:46:49, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.8078, loss_cls: 1.7827, loss: 1.7827, grad_norm: 4.1527 2021-01-30 03:57:19,322 - mmaction - INFO - Epoch [48][520/3757] lr: 1.000e-03, eta: 1 day, 3:46:33, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8094, loss_cls: 1.7485, loss: 1.7485, grad_norm: 4.1446 2021-01-30 03:57:24,082 - mmaction - INFO - Epoch [48][540/3757] lr: 1.000e-03, eta: 1 day, 3:46:17, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7992, loss_cls: 1.8018, loss: 1.8018, grad_norm: 4.2579 2021-01-30 03:57:28,977 - mmaction - INFO - Epoch [48][560/3757] lr: 1.000e-03, eta: 1 day, 3:46:01, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.7076, loss: 1.7076, grad_norm: 4.0829 2021-01-30 03:57:33,719 - mmaction - INFO - Epoch [48][580/3757] lr: 1.000e-03, eta: 1 day, 3:45:45, time: 0.237, data_time: 0.002, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7883, loss_cls: 1.8605, loss: 1.8605, grad_norm: 4.2859 2021-01-30 03:57:39,178 - mmaction - INFO - Epoch [48][600/3757] lr: 1.000e-03, eta: 1 day, 3:45:30, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8180, loss_cls: 1.7498, loss: 1.7498, grad_norm: 4.1696 2021-01-30 03:57:44,667 - mmaction - INFO - Epoch [48][620/3757] lr: 1.000e-03, eta: 1 day, 3:45:15, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8102, loss_cls: 1.7458, loss: 1.7458, grad_norm: 4.1396 2021-01-30 03:57:49,874 - mmaction - INFO - Epoch [48][640/3757] lr: 1.000e-03, eta: 1 day, 3:44:59, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5469, top5_acc: 0.8023, loss_cls: 1.8791, loss: 1.8791, grad_norm: 4.2478 2021-01-30 03:57:54,746 - mmaction - INFO - Epoch [48][660/3757] lr: 1.000e-03, eta: 1 day, 3:44:43, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.7953, loss_cls: 1.7219, loss: 1.7219, grad_norm: 4.0537 2021-01-30 03:57:59,878 - mmaction - INFO - Epoch [48][680/3757] lr: 1.000e-03, eta: 1 day, 3:44:28, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7945, loss_cls: 1.7707, loss: 1.7707, grad_norm: 4.0594 2021-01-30 03:58:05,286 - mmaction - INFO - Epoch [48][700/3757] lr: 1.000e-03, eta: 1 day, 3:44:12, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7953, loss_cls: 1.7449, loss: 1.7449, grad_norm: 4.0178 2021-01-30 03:58:10,183 - mmaction - INFO - Epoch [48][720/3757] lr: 1.000e-03, eta: 1 day, 3:43:57, time: 0.245, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.7043, loss: 1.7043, grad_norm: 4.0456 2021-01-30 03:58:15,797 - mmaction - INFO - Epoch [48][740/3757] lr: 1.000e-03, eta: 1 day, 3:43:42, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.7116, loss: 1.7116, grad_norm: 4.1093 2021-01-30 03:58:20,809 - mmaction - INFO - Epoch [48][760/3757] lr: 1.000e-03, eta: 1 day, 3:43:26, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8133, loss_cls: 1.7366, loss: 1.7366, grad_norm: 4.1317 2021-01-30 03:58:26,475 - mmaction - INFO - Epoch [48][780/3757] lr: 1.000e-03, eta: 1 day, 3:43:11, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8086, loss_cls: 1.6797, loss: 1.6797, grad_norm: 4.0643 2021-01-30 03:58:32,183 - mmaction - INFO - Epoch [48][800/3757] lr: 1.000e-03, eta: 1 day, 3:42:56, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7758, loss_cls: 1.8670, loss: 1.8670, grad_norm: 4.1678 2021-01-30 03:58:37,616 - mmaction - INFO - Epoch [48][820/3757] lr: 1.000e-03, eta: 1 day, 3:42:41, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7906, loss_cls: 1.7810, loss: 1.7810, grad_norm: 4.1599 2021-01-30 03:58:42,965 - mmaction - INFO - Epoch [48][840/3757] lr: 1.000e-03, eta: 1 day, 3:42:25, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.7862, loss: 1.7862, grad_norm: 4.1405 2021-01-30 03:58:48,880 - mmaction - INFO - Epoch [48][860/3757] lr: 1.000e-03, eta: 1 day, 3:42:11, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7945, loss_cls: 1.8142, loss: 1.8142, grad_norm: 4.2079 2021-01-30 03:58:54,830 - mmaction - INFO - Epoch [48][880/3757] lr: 1.000e-03, eta: 1 day, 3:41:56, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7891, loss_cls: 1.8014, loss: 1.8014, grad_norm: 4.1212 2021-01-30 03:59:00,303 - mmaction - INFO - Epoch [48][900/3757] lr: 1.000e-03, eta: 1 day, 3:41:41, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.8016, loss_cls: 1.8390, loss: 1.8390, grad_norm: 4.1988 2021-01-30 03:59:06,268 - mmaction - INFO - Epoch [48][920/3757] lr: 1.000e-03, eta: 1 day, 3:41:26, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8187, loss_cls: 1.7086, loss: 1.7086, grad_norm: 4.1392 2021-01-30 03:59:11,784 - mmaction - INFO - Epoch [48][940/3757] lr: 1.000e-03, eta: 1 day, 3:41:11, time: 0.276, data_time: 0.000, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.7826, loss: 1.7826, grad_norm: 4.0500 2021-01-30 03:59:17,761 - mmaction - INFO - Epoch [48][960/3757] lr: 1.000e-03, eta: 1 day, 3:40:56, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7739, loss: 1.7739, grad_norm: 4.1375 2021-01-30 03:59:23,846 - mmaction - INFO - Epoch [48][980/3757] lr: 1.000e-03, eta: 1 day, 3:40:42, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7930, loss_cls: 1.8242, loss: 1.8242, grad_norm: 4.1469 2021-01-30 03:59:29,071 - mmaction - INFO - Epoch [48][1000/3757] lr: 1.000e-03, eta: 1 day, 3:40:27, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8023, loss_cls: 1.7687, loss: 1.7687, grad_norm: 4.1324 2021-01-30 03:59:35,646 - mmaction - INFO - Epoch [48][1020/3757] lr: 1.000e-03, eta: 1 day, 3:40:13, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8070, loss_cls: 1.7929, loss: 1.7929, grad_norm: 4.1298 2021-01-30 03:59:41,198 - mmaction - INFO - Epoch [48][1040/3757] lr: 1.000e-03, eta: 1 day, 3:39:57, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7891, loss_cls: 1.7835, loss: 1.7835, grad_norm: 4.0947 2021-01-30 03:59:46,908 - mmaction - INFO - Epoch [48][1060/3757] lr: 1.000e-03, eta: 1 day, 3:39:43, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7828, loss_cls: 1.8463, loss: 1.8463, grad_norm: 4.1998 2021-01-30 03:59:53,659 - mmaction - INFO - Epoch [48][1080/3757] lr: 1.000e-03, eta: 1 day, 3:39:29, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8109, loss_cls: 1.7209, loss: 1.7209, grad_norm: 4.0641 2021-01-30 03:59:59,621 - mmaction - INFO - Epoch [48][1100/3757] lr: 1.000e-03, eta: 1 day, 3:39:14, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7945, loss_cls: 1.7665, loss: 1.7665, grad_norm: 4.0739 2021-01-30 04:00:05,909 - mmaction - INFO - Epoch [48][1120/3757] lr: 1.000e-03, eta: 1 day, 3:39:00, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.7500, loss: 1.7500, grad_norm: 4.0681 2021-01-30 04:00:12,215 - mmaction - INFO - Epoch [48][1140/3757] lr: 1.000e-03, eta: 1 day, 3:38:46, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7961, loss_cls: 1.8361, loss: 1.8361, grad_norm: 4.1462 2021-01-30 04:00:18,171 - mmaction - INFO - Epoch [48][1160/3757] lr: 1.000e-03, eta: 1 day, 3:38:31, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8055, loss_cls: 1.7603, loss: 1.7603, grad_norm: 4.1269 2021-01-30 04:00:23,591 - mmaction - INFO - Epoch [48][1180/3757] lr: 1.000e-03, eta: 1 day, 3:38:16, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8117, loss_cls: 1.7585, loss: 1.7585, grad_norm: 4.1005 2021-01-30 04:00:29,589 - mmaction - INFO - Epoch [48][1200/3757] lr: 1.000e-03, eta: 1 day, 3:38:01, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7922, loss_cls: 1.7800, loss: 1.7800, grad_norm: 4.1681 2021-01-30 04:00:35,324 - mmaction - INFO - Epoch [48][1220/3757] lr: 1.000e-03, eta: 1 day, 3:37:46, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7961, loss_cls: 1.8161, loss: 1.8161, grad_norm: 4.1641 2021-01-30 04:00:40,951 - mmaction - INFO - Epoch [48][1240/3757] lr: 1.000e-03, eta: 1 day, 3:37:31, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8203, loss_cls: 1.6684, loss: 1.6684, grad_norm: 4.1356 2021-01-30 04:00:46,850 - mmaction - INFO - Epoch [48][1260/3757] lr: 1.000e-03, eta: 1 day, 3:37:17, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7977, loss_cls: 1.7522, loss: 1.7522, grad_norm: 4.1609 2021-01-30 04:00:52,386 - mmaction - INFO - Epoch [48][1280/3757] lr: 1.000e-03, eta: 1 day, 3:37:02, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7969, loss_cls: 1.7725, loss: 1.7725, grad_norm: 4.1920 2021-01-30 04:00:58,451 - mmaction - INFO - Epoch [48][1300/3757] lr: 1.000e-03, eta: 1 day, 3:36:47, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7883, loss_cls: 1.8789, loss: 1.8789, grad_norm: 4.2190 2021-01-30 04:01:05,012 - mmaction - INFO - Epoch [48][1320/3757] lr: 1.000e-03, eta: 1 day, 3:36:33, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.7315, loss: 1.7315, grad_norm: 4.0026 2021-01-30 04:01:10,961 - mmaction - INFO - Epoch [48][1340/3757] lr: 1.000e-03, eta: 1 day, 3:36:19, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8125, loss_cls: 1.7003, loss: 1.7003, grad_norm: 4.0058 2021-01-30 04:01:17,135 - mmaction - INFO - Epoch [48][1360/3757] lr: 1.000e-03, eta: 1 day, 3:36:04, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7719, loss_cls: 1.8461, loss: 1.8461, grad_norm: 4.1866 2021-01-30 04:01:23,290 - mmaction - INFO - Epoch [48][1380/3757] lr: 1.000e-03, eta: 1 day, 3:35:50, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8047, loss_cls: 1.7478, loss: 1.7478, grad_norm: 4.1571 2021-01-30 04:01:29,062 - mmaction - INFO - Epoch [48][1400/3757] lr: 1.000e-03, eta: 1 day, 3:35:35, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7648, loss_cls: 1.9017, loss: 1.9017, grad_norm: 4.2175 2021-01-30 04:01:34,987 - mmaction - INFO - Epoch [48][1420/3757] lr: 1.000e-03, eta: 1 day, 3:35:21, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8047, loss_cls: 1.7947, loss: 1.7947, grad_norm: 4.1438 2021-01-30 04:01:41,175 - mmaction - INFO - Epoch [48][1440/3757] lr: 1.000e-03, eta: 1 day, 3:35:06, time: 0.310, data_time: 0.006, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7945, loss_cls: 1.7754, loss: 1.7754, grad_norm: 4.0538 2021-01-30 04:01:47,016 - mmaction - INFO - Epoch [48][1460/3757] lr: 1.000e-03, eta: 1 day, 3:34:52, time: 0.292, data_time: 0.000, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7871, loss: 1.7871, grad_norm: 4.1591 2021-01-30 04:01:53,211 - mmaction - INFO - Epoch [48][1480/3757] lr: 1.000e-03, eta: 1 day, 3:34:37, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8125, loss_cls: 1.7577, loss: 1.7577, grad_norm: 4.1526 2021-01-30 04:01:59,790 - mmaction - INFO - Epoch [48][1500/3757] lr: 1.000e-03, eta: 1 day, 3:34:23, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7969, loss_cls: 1.7992, loss: 1.7992, grad_norm: 4.1638 2021-01-30 04:02:05,370 - mmaction - INFO - Epoch [48][1520/3757] lr: 1.000e-03, eta: 1 day, 3:34:08, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7891, loss_cls: 1.8179, loss: 1.8179, grad_norm: 4.1520 2021-01-30 04:02:11,996 - mmaction - INFO - Epoch [48][1540/3757] lr: 1.000e-03, eta: 1 day, 3:33:54, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8102, loss_cls: 1.7492, loss: 1.7492, grad_norm: 4.1305 2021-01-30 04:02:18,064 - mmaction - INFO - Epoch [48][1560/3757] lr: 1.000e-03, eta: 1 day, 3:33:40, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.6530, loss: 1.6530, grad_norm: 4.1735 2021-01-30 04:02:24,104 - mmaction - INFO - Epoch [48][1580/3757] lr: 1.000e-03, eta: 1 day, 3:33:26, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.7619, loss: 1.7619, grad_norm: 4.1958 2021-01-30 04:02:30,053 - mmaction - INFO - Epoch [48][1600/3757] lr: 1.000e-03, eta: 1 day, 3:33:11, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.6711, loss: 1.6711, grad_norm: 4.0379 2021-01-30 04:02:35,827 - mmaction - INFO - Epoch [48][1620/3757] lr: 1.000e-03, eta: 1 day, 3:32:56, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8055, loss_cls: 1.7586, loss: 1.7586, grad_norm: 4.0960 2021-01-30 04:02:41,422 - mmaction - INFO - Epoch [48][1640/3757] lr: 1.000e-03, eta: 1 day, 3:32:41, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7672, loss_cls: 1.9264, loss: 1.9264, grad_norm: 4.2766 2021-01-30 04:02:47,937 - mmaction - INFO - Epoch [48][1660/3757] lr: 1.000e-03, eta: 1 day, 3:32:27, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7891, loss_cls: 1.7940, loss: 1.7940, grad_norm: 3.9756 2021-01-30 04:02:53,911 - mmaction - INFO - Epoch [48][1680/3757] lr: 1.000e-03, eta: 1 day, 3:32:13, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7875, loss_cls: 1.8258, loss: 1.8258, grad_norm: 4.0839 2021-01-30 04:03:00,775 - mmaction - INFO - Epoch [48][1700/3757] lr: 1.000e-03, eta: 1 day, 3:31:59, time: 0.343, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.7484, loss: 1.7484, grad_norm: 4.0657 2021-01-30 04:03:07,203 - mmaction - INFO - Epoch [48][1720/3757] lr: 1.000e-03, eta: 1 day, 3:31:45, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8242, loss_cls: 1.6460, loss: 1.6460, grad_norm: 3.9597 2021-01-30 04:03:13,187 - mmaction - INFO - Epoch [48][1740/3757] lr: 1.000e-03, eta: 1 day, 3:31:31, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7326, loss: 1.7326, grad_norm: 4.0365 2021-01-30 04:03:19,661 - mmaction - INFO - Epoch [48][1760/3757] lr: 1.000e-03, eta: 1 day, 3:31:17, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8195, loss_cls: 1.6818, loss: 1.6818, grad_norm: 4.0704 2021-01-30 04:03:25,515 - mmaction - INFO - Epoch [48][1780/3757] lr: 1.000e-03, eta: 1 day, 3:31:02, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7930, loss_cls: 1.8139, loss: 1.8139, grad_norm: 4.1739 2021-01-30 04:03:31,711 - mmaction - INFO - Epoch [48][1800/3757] lr: 1.000e-03, eta: 1 day, 3:30:48, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7914, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.1136 2021-01-30 04:03:37,402 - mmaction - INFO - Epoch [48][1820/3757] lr: 1.000e-03, eta: 1 day, 3:30:33, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8016, loss_cls: 1.7634, loss: 1.7634, grad_norm: 4.0665 2021-01-30 04:03:43,792 - mmaction - INFO - Epoch [48][1840/3757] lr: 1.000e-03, eta: 1 day, 3:30:19, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7758, loss_cls: 1.8891, loss: 1.8891, grad_norm: 4.1207 2021-01-30 04:03:49,576 - mmaction - INFO - Epoch [48][1860/3757] lr: 1.000e-03, eta: 1 day, 3:30:04, time: 0.289, data_time: 0.000, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8203, loss_cls: 1.7012, loss: 1.7012, grad_norm: 4.0486 2021-01-30 04:03:55,952 - mmaction - INFO - Epoch [48][1880/3757] lr: 1.000e-03, eta: 1 day, 3:29:50, time: 0.319, data_time: 0.005, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7930, loss_cls: 1.7913, loss: 1.7913, grad_norm: 4.1499 2021-01-30 04:04:02,692 - mmaction - INFO - Epoch [48][1900/3757] lr: 1.000e-03, eta: 1 day, 3:29:36, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8676, loss: 1.8676, grad_norm: 4.2239 2021-01-30 04:04:08,993 - mmaction - INFO - Epoch [48][1920/3757] lr: 1.000e-03, eta: 1 day, 3:29:22, time: 0.315, data_time: 0.003, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7789, loss_cls: 1.8682, loss: 1.8682, grad_norm: 4.1652 2021-01-30 04:04:15,043 - mmaction - INFO - Epoch [48][1940/3757] lr: 1.000e-03, eta: 1 day, 3:29:08, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7852, loss_cls: 1.7677, loss: 1.7677, grad_norm: 4.0443 2021-01-30 04:04:20,380 - mmaction - INFO - Epoch [48][1960/3757] lr: 1.000e-03, eta: 1 day, 3:28:52, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7977, loss_cls: 1.8530, loss: 1.8530, grad_norm: 4.1781 2021-01-30 04:04:26,815 - mmaction - INFO - Epoch [48][1980/3757] lr: 1.000e-03, eta: 1 day, 3:28:38, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7859, loss_cls: 1.8144, loss: 1.8144, grad_norm: 4.1874 2021-01-30 04:04:32,759 - mmaction - INFO - Epoch [48][2000/3757] lr: 1.000e-03, eta: 1 day, 3:28:24, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7922, loss_cls: 1.7757, loss: 1.7757, grad_norm: 4.0467 2021-01-30 04:04:38,712 - mmaction - INFO - Epoch [48][2020/3757] lr: 1.000e-03, eta: 1 day, 3:28:09, time: 0.297, data_time: 0.000, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7953, loss_cls: 1.8011, loss: 1.8011, grad_norm: 4.1310 2021-01-30 04:04:44,859 - mmaction - INFO - Epoch [48][2040/3757] lr: 1.000e-03, eta: 1 day, 3:27:55, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.7352, loss: 1.7352, grad_norm: 4.0920 2021-01-30 04:04:51,537 - mmaction - INFO - Epoch [48][2060/3757] lr: 1.000e-03, eta: 1 day, 3:27:41, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7891, loss_cls: 1.8296, loss: 1.8296, grad_norm: 4.2201 2021-01-30 04:04:57,650 - mmaction - INFO - Epoch [48][2080/3757] lr: 1.000e-03, eta: 1 day, 3:27:27, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.7906, loss: 1.7906, grad_norm: 4.1685 2021-01-30 04:05:03,339 - mmaction - INFO - Epoch [48][2100/3757] lr: 1.000e-03, eta: 1 day, 3:27:12, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7828, loss_cls: 1.8244, loss: 1.8244, grad_norm: 4.1767 2021-01-30 04:05:09,367 - mmaction - INFO - Epoch [48][2120/3757] lr: 1.000e-03, eta: 1 day, 3:26:58, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.7939, loss: 1.7939, grad_norm: 4.1660 2021-01-30 04:05:15,775 - mmaction - INFO - Epoch [48][2140/3757] lr: 1.000e-03, eta: 1 day, 3:26:44, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8094, loss_cls: 1.7986, loss: 1.7986, grad_norm: 4.1227 2021-01-30 04:05:22,098 - mmaction - INFO - Epoch [48][2160/3757] lr: 1.000e-03, eta: 1 day, 3:26:29, time: 0.317, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8141, loss_cls: 1.7414, loss: 1.7414, grad_norm: 4.0854 2021-01-30 04:05:27,768 - mmaction - INFO - Epoch [48][2180/3757] lr: 1.000e-03, eta: 1 day, 3:26:15, time: 0.283, data_time: 0.000, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7961, loss_cls: 1.7810, loss: 1.7810, grad_norm: 4.1137 2021-01-30 04:05:34,237 - mmaction - INFO - Epoch [48][2200/3757] lr: 1.000e-03, eta: 1 day, 3:26:01, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8039, loss_cls: 1.8108, loss: 1.8108, grad_norm: 4.1809 2021-01-30 04:05:40,522 - mmaction - INFO - Epoch [48][2220/3757] lr: 1.000e-03, eta: 1 day, 3:25:46, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7930, loss_cls: 1.8024, loss: 1.8024, grad_norm: 4.1372 2021-01-30 04:05:46,443 - mmaction - INFO - Epoch [48][2240/3757] lr: 1.000e-03, eta: 1 day, 3:25:32, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7859, loss_cls: 1.8222, loss: 1.8222, grad_norm: 4.0806 2021-01-30 04:05:52,349 - mmaction - INFO - Epoch [48][2260/3757] lr: 1.000e-03, eta: 1 day, 3:25:17, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7998, loss: 1.7998, grad_norm: 4.1421 2021-01-30 04:05:58,143 - mmaction - INFO - Epoch [48][2280/3757] lr: 1.000e-03, eta: 1 day, 3:25:03, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7906, loss_cls: 1.8470, loss: 1.8470, grad_norm: 4.1958 2021-01-30 04:06:04,434 - mmaction - INFO - Epoch [48][2300/3757] lr: 1.000e-03, eta: 1 day, 3:24:48, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7797, loss_cls: 1.8801, loss: 1.8801, grad_norm: 4.0967 2021-01-30 04:06:10,781 - mmaction - INFO - Epoch [48][2320/3757] lr: 1.000e-03, eta: 1 day, 3:24:34, time: 0.318, data_time: 0.004, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8094, loss_cls: 1.7387, loss: 1.7387, grad_norm: 4.1182 2021-01-30 04:06:16,905 - mmaction - INFO - Epoch [48][2340/3757] lr: 1.000e-03, eta: 1 day, 3:24:20, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5375, top5_acc: 0.7773, loss_cls: 1.8567, loss: 1.8567, grad_norm: 4.1562 2021-01-30 04:06:22,783 - mmaction - INFO - Epoch [48][2360/3757] lr: 1.000e-03, eta: 1 day, 3:24:06, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7937, loss_cls: 1.8046, loss: 1.8046, grad_norm: 4.0712 2021-01-30 04:06:29,624 - mmaction - INFO - Epoch [48][2380/3757] lr: 1.000e-03, eta: 1 day, 3:23:52, time: 0.342, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7977, loss_cls: 1.8110, loss: 1.8110, grad_norm: 4.0600 2021-01-30 04:06:35,619 - mmaction - INFO - Epoch [48][2400/3757] lr: 1.000e-03, eta: 1 day, 3:23:38, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8234, loss_cls: 1.6771, loss: 1.6771, grad_norm: 3.9498 2021-01-30 04:06:42,337 - mmaction - INFO - Epoch [48][2420/3757] lr: 1.000e-03, eta: 1 day, 3:23:24, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.8031, loss_cls: 1.7977, loss: 1.7977, grad_norm: 4.1090 2021-01-30 04:06:48,335 - mmaction - INFO - Epoch [48][2440/3757] lr: 1.000e-03, eta: 1 day, 3:23:09, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7914, loss_cls: 1.8100, loss: 1.8100, grad_norm: 4.1768 2021-01-30 04:06:54,102 - mmaction - INFO - Epoch [48][2460/3757] lr: 1.000e-03, eta: 1 day, 3:22:55, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8000, loss_cls: 1.7212, loss: 1.7212, grad_norm: 4.0208 2021-01-30 04:07:00,232 - mmaction - INFO - Epoch [48][2480/3757] lr: 1.000e-03, eta: 1 day, 3:22:40, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8070, loss_cls: 1.7422, loss: 1.7422, grad_norm: 4.0949 2021-01-30 04:07:06,466 - mmaction - INFO - Epoch [48][2500/3757] lr: 1.000e-03, eta: 1 day, 3:22:26, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7977, loss_cls: 1.7729, loss: 1.7729, grad_norm: 4.1918 2021-01-30 04:07:12,476 - mmaction - INFO - Epoch [48][2520/3757] lr: 1.000e-03, eta: 1 day, 3:22:12, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5586, top5_acc: 0.8008, loss_cls: 1.8031, loss: 1.8031, grad_norm: 4.1221 2021-01-30 04:07:18,467 - mmaction - INFO - Epoch [48][2540/3757] lr: 1.000e-03, eta: 1 day, 3:21:57, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8000, loss_cls: 1.7710, loss: 1.7710, grad_norm: 4.1104 2021-01-30 04:07:24,699 - mmaction - INFO - Epoch [48][2560/3757] lr: 1.000e-03, eta: 1 day, 3:21:43, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8180, loss_cls: 1.7132, loss: 1.7132, grad_norm: 4.2534 2021-01-30 04:07:31,124 - mmaction - INFO - Epoch [48][2580/3757] lr: 1.000e-03, eta: 1 day, 3:21:29, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7633, loss: 1.7633, grad_norm: 4.1602 2021-01-30 04:07:37,671 - mmaction - INFO - Epoch [48][2600/3757] lr: 1.000e-03, eta: 1 day, 3:21:15, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7766, loss_cls: 1.8854, loss: 1.8854, grad_norm: 4.1718 2021-01-30 04:07:43,811 - mmaction - INFO - Epoch [48][2620/3757] lr: 1.000e-03, eta: 1 day, 3:21:01, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7805, loss_cls: 1.8180, loss: 1.8180, grad_norm: 4.0785 2021-01-30 04:07:50,408 - mmaction - INFO - Epoch [48][2640/3757] lr: 1.000e-03, eta: 1 day, 3:20:47, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.8092, loss: 1.8092, grad_norm: 4.1045 2021-01-30 04:07:56,685 - mmaction - INFO - Epoch [48][2660/3757] lr: 1.000e-03, eta: 1 day, 3:20:33, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8055, loss_cls: 1.7215, loss: 1.7215, grad_norm: 4.1008 2021-01-30 04:08:02,908 - mmaction - INFO - Epoch [48][2680/3757] lr: 1.000e-03, eta: 1 day, 3:20:19, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8125, loss_cls: 1.7044, loss: 1.7044, grad_norm: 4.1445 2021-01-30 04:08:09,316 - mmaction - INFO - Epoch [48][2700/3757] lr: 1.000e-03, eta: 1 day, 3:20:05, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8078, loss_cls: 1.7036, loss: 1.7036, grad_norm: 4.0073 2021-01-30 04:08:14,935 - mmaction - INFO - Epoch [48][2720/3757] lr: 1.000e-03, eta: 1 day, 3:19:50, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.7593, loss: 1.7593, grad_norm: 4.1796 2021-01-30 04:08:20,926 - mmaction - INFO - Epoch [48][2740/3757] lr: 1.000e-03, eta: 1 day, 3:19:36, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7797, loss_cls: 1.8961, loss: 1.8961, grad_norm: 4.2755 2021-01-30 04:08:26,650 - mmaction - INFO - Epoch [48][2760/3757] lr: 1.000e-03, eta: 1 day, 3:19:21, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7922, loss_cls: 1.7822, loss: 1.7822, grad_norm: 4.0463 2021-01-30 04:08:32,504 - mmaction - INFO - Epoch [48][2780/3757] lr: 1.000e-03, eta: 1 day, 3:19:06, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.7535, loss: 1.7535, grad_norm: 4.0558 2021-01-30 04:08:38,415 - mmaction - INFO - Epoch [48][2800/3757] lr: 1.000e-03, eta: 1 day, 3:18:52, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7859, loss_cls: 1.8722, loss: 1.8722, grad_norm: 4.1602 2021-01-30 04:08:44,429 - mmaction - INFO - Epoch [48][2820/3757] lr: 1.000e-03, eta: 1 day, 3:18:38, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7356, loss: 1.7356, grad_norm: 4.0118 2021-01-30 04:08:50,972 - mmaction - INFO - Epoch [48][2840/3757] lr: 1.000e-03, eta: 1 day, 3:18:24, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7836, loss_cls: 1.8718, loss: 1.8718, grad_norm: 4.1980 2021-01-30 04:08:57,207 - mmaction - INFO - Epoch [48][2860/3757] lr: 1.000e-03, eta: 1 day, 3:18:10, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7984, loss_cls: 1.7645, loss: 1.7645, grad_norm: 4.1036 2021-01-30 04:09:03,124 - mmaction - INFO - Epoch [48][2880/3757] lr: 1.000e-03, eta: 1 day, 3:17:55, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7898, loss_cls: 1.8530, loss: 1.8530, grad_norm: 4.1627 2021-01-30 04:09:09,746 - mmaction - INFO - Epoch [48][2900/3757] lr: 1.000e-03, eta: 1 day, 3:17:41, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7953, loss_cls: 1.8192, loss: 1.8192, grad_norm: 4.1552 2021-01-30 04:09:16,182 - mmaction - INFO - Epoch [48][2920/3757] lr: 1.000e-03, eta: 1 day, 3:17:27, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8219, loss_cls: 1.6872, loss: 1.6872, grad_norm: 4.0734 2021-01-30 04:09:21,931 - mmaction - INFO - Epoch [48][2940/3757] lr: 1.000e-03, eta: 1 day, 3:17:13, time: 0.287, data_time: 0.000, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8062, loss: 1.8062, grad_norm: 4.0841 2021-01-30 04:09:28,516 - mmaction - INFO - Epoch [48][2960/3757] lr: 1.000e-03, eta: 1 day, 3:16:59, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7820, loss_cls: 1.8324, loss: 1.8324, grad_norm: 4.1266 2021-01-30 04:09:34,279 - mmaction - INFO - Epoch [48][2980/3757] lr: 1.000e-03, eta: 1 day, 3:16:44, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.8680, loss: 1.8680, grad_norm: 4.2350 2021-01-30 04:09:40,619 - mmaction - INFO - Epoch [48][3000/3757] lr: 1.000e-03, eta: 1 day, 3:16:30, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8086, loss_cls: 1.7408, loss: 1.7408, grad_norm: 4.0944 2021-01-30 04:09:46,912 - mmaction - INFO - Epoch [48][3020/3757] lr: 1.000e-03, eta: 1 day, 3:16:16, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7953, loss_cls: 1.8078, loss: 1.8078, grad_norm: 4.1108 2021-01-30 04:09:53,055 - mmaction - INFO - Epoch [48][3040/3757] lr: 1.000e-03, eta: 1 day, 3:16:02, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8094, loss_cls: 1.7537, loss: 1.7537, grad_norm: 4.0295 2021-01-30 04:09:58,702 - mmaction - INFO - Epoch [48][3060/3757] lr: 1.000e-03, eta: 1 day, 3:15:47, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8141, loss_cls: 1.6615, loss: 1.6615, grad_norm: 4.0589 2021-01-30 04:10:04,836 - mmaction - INFO - Epoch [48][3080/3757] lr: 1.000e-03, eta: 1 day, 3:15:33, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7969, loss_cls: 1.7590, loss: 1.7590, grad_norm: 4.1869 2021-01-30 04:10:11,240 - mmaction - INFO - Epoch [48][3100/3757] lr: 1.000e-03, eta: 1 day, 3:15:19, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.6995, loss: 1.6995, grad_norm: 4.1567 2021-01-30 04:10:17,328 - mmaction - INFO - Epoch [48][3120/3757] lr: 1.000e-03, eta: 1 day, 3:15:05, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8070, loss_cls: 1.7591, loss: 1.7591, grad_norm: 4.1616 2021-01-30 04:10:22,927 - mmaction - INFO - Epoch [48][3140/3757] lr: 1.000e-03, eta: 1 day, 3:14:50, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7945, loss_cls: 1.8001, loss: 1.8001, grad_norm: 4.1831 2021-01-30 04:10:29,203 - mmaction - INFO - Epoch [48][3160/3757] lr: 1.000e-03, eta: 1 day, 3:14:36, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7727, loss_cls: 1.8545, loss: 1.8545, grad_norm: 4.1234 2021-01-30 04:10:35,675 - mmaction - INFO - Epoch [48][3180/3757] lr: 1.000e-03, eta: 1 day, 3:14:22, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.7767, loss: 1.7767, grad_norm: 4.0366 2021-01-30 04:10:42,926 - mmaction - INFO - Epoch [48][3200/3757] lr: 1.000e-03, eta: 1 day, 3:14:09, time: 0.362, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7898, loss_cls: 1.7533, loss: 1.7533, grad_norm: 4.0592 2021-01-30 04:10:48,812 - mmaction - INFO - Epoch [48][3220/3757] lr: 1.000e-03, eta: 1 day, 3:13:54, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7992, loss_cls: 1.7542, loss: 1.7542, grad_norm: 4.0173 2021-01-30 04:10:54,962 - mmaction - INFO - Epoch [48][3240/3757] lr: 1.000e-03, eta: 1 day, 3:13:40, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7836, loss_cls: 1.7896, loss: 1.7896, grad_norm: 3.9987 2021-01-30 04:11:02,130 - mmaction - INFO - Epoch [48][3260/3757] lr: 1.000e-03, eta: 1 day, 3:13:27, time: 0.358, data_time: 0.000, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7914, loss_cls: 1.7744, loss: 1.7744, grad_norm: 4.0765 2021-01-30 04:11:07,995 - mmaction - INFO - Epoch [48][3280/3757] lr: 1.000e-03, eta: 1 day, 3:13:13, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7200, loss: 1.7200, grad_norm: 4.1271 2021-01-30 04:11:13,873 - mmaction - INFO - Epoch [48][3300/3757] lr: 1.000e-03, eta: 1 day, 3:12:58, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7898, loss_cls: 1.8137, loss: 1.8137, grad_norm: 4.1444 2021-01-30 04:11:19,954 - mmaction - INFO - Epoch [48][3320/3757] lr: 1.000e-03, eta: 1 day, 3:12:44, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8016, loss_cls: 1.7587, loss: 1.7587, grad_norm: 4.0545 2021-01-30 04:11:26,219 - mmaction - INFO - Epoch [48][3340/3757] lr: 1.000e-03, eta: 1 day, 3:12:30, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.7320, loss: 1.7320, grad_norm: 4.0640 2021-01-30 04:11:31,950 - mmaction - INFO - Epoch [48][3360/3757] lr: 1.000e-03, eta: 1 day, 3:12:15, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8031, loss_cls: 1.7531, loss: 1.7531, grad_norm: 4.1052 2021-01-30 04:11:37,972 - mmaction - INFO - Epoch [48][3380/3757] lr: 1.000e-03, eta: 1 day, 3:12:01, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.7945, loss_cls: 1.7627, loss: 1.7627, grad_norm: 4.0853 2021-01-30 04:11:44,335 - mmaction - INFO - Epoch [48][3400/3757] lr: 1.000e-03, eta: 1 day, 3:11:47, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7914, loss_cls: 1.8078, loss: 1.8078, grad_norm: 4.1785 2021-01-30 04:11:50,853 - mmaction - INFO - Epoch [48][3420/3757] lr: 1.000e-03, eta: 1 day, 3:11:33, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8070, loss_cls: 1.7058, loss: 1.7058, grad_norm: 4.1189 2021-01-30 04:11:56,982 - mmaction - INFO - Epoch [48][3440/3757] lr: 1.000e-03, eta: 1 day, 3:11:19, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7891, loss_cls: 1.8370, loss: 1.8370, grad_norm: 4.1017 2021-01-30 04:12:03,287 - mmaction - INFO - Epoch [48][3460/3757] lr: 1.000e-03, eta: 1 day, 3:11:05, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8078, loss_cls: 1.7306, loss: 1.7306, grad_norm: 4.1254 2021-01-30 04:12:09,487 - mmaction - INFO - Epoch [48][3480/3757] lr: 1.000e-03, eta: 1 day, 3:10:51, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8117, loss_cls: 1.7077, loss: 1.7077, grad_norm: 4.1733 2021-01-30 04:12:15,291 - mmaction - INFO - Epoch [48][3500/3757] lr: 1.000e-03, eta: 1 day, 3:10:36, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7977, loss_cls: 1.8042, loss: 1.8042, grad_norm: 4.1389 2021-01-30 04:12:21,366 - mmaction - INFO - Epoch [48][3520/3757] lr: 1.000e-03, eta: 1 day, 3:10:22, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8047, loss_cls: 1.7745, loss: 1.7745, grad_norm: 4.0890 2021-01-30 04:12:28,193 - mmaction - INFO - Epoch [48][3540/3757] lr: 1.000e-03, eta: 1 day, 3:10:08, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8055, loss_cls: 1.8275, loss: 1.8275, grad_norm: 4.1950 2021-01-30 04:12:34,056 - mmaction - INFO - Epoch [48][3560/3757] lr: 1.000e-03, eta: 1 day, 3:09:54, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7273, loss: 1.7273, grad_norm: 4.0262 2021-01-30 04:12:40,239 - mmaction - INFO - Epoch [48][3580/3757] lr: 1.000e-03, eta: 1 day, 3:09:40, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.6762, loss: 1.6762, grad_norm: 4.0532 2021-01-30 04:12:46,045 - mmaction - INFO - Epoch [48][3600/3757] lr: 1.000e-03, eta: 1 day, 3:09:25, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7852, loss_cls: 1.8163, loss: 1.8163, grad_norm: 4.2197 2021-01-30 04:12:52,331 - mmaction - INFO - Epoch [48][3620/3757] lr: 1.000e-03, eta: 1 day, 3:09:11, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.7640, loss: 1.7640, grad_norm: 4.1122 2021-01-30 04:12:58,923 - mmaction - INFO - Epoch [48][3640/3757] lr: 1.000e-03, eta: 1 day, 3:08:57, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7937, loss_cls: 1.7189, loss: 1.7189, grad_norm: 4.1605 2021-01-30 04:13:04,650 - mmaction - INFO - Epoch [48][3660/3757] lr: 1.000e-03, eta: 1 day, 3:08:43, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7977, loss_cls: 1.7307, loss: 1.7307, grad_norm: 3.9934 2021-01-30 04:13:10,904 - mmaction - INFO - Epoch [48][3680/3757] lr: 1.000e-03, eta: 1 day, 3:08:29, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7852, loss_cls: 1.8996, loss: 1.8996, grad_norm: 4.2274 2021-01-30 04:13:16,501 - mmaction - INFO - Epoch [48][3700/3757] lr: 1.000e-03, eta: 1 day, 3:08:14, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8141, loss_cls: 1.7147, loss: 1.7147, grad_norm: 4.0423 2021-01-30 04:13:22,961 - mmaction - INFO - Epoch [48][3720/3757] lr: 1.000e-03, eta: 1 day, 3:08:00, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7977, loss_cls: 1.8372, loss: 1.8372, grad_norm: 4.1189 2021-01-30 04:13:28,986 - mmaction - INFO - Epoch [48][3740/3757] lr: 1.000e-03, eta: 1 day, 3:07:46, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8055, loss_cls: 1.7030, loss: 1.7030, grad_norm: 4.0064 2021-01-30 04:13:53,010 - mmaction - INFO - Saving checkpoint at 48 epochs 2021-01-30 04:25:44,538 - mmaction - INFO - Epoch [49][20/3757] lr: 1.000e-03, eta: 1 day, 3:19:57, time: 35.553, data_time: 35.095, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8078, loss_cls: 1.6809, loss: 1.6809, grad_norm: 3.9576 2021-01-30 04:25:48,782 - mmaction - INFO - Epoch [49][40/3757] lr: 1.000e-03, eta: 1 day, 3:19:41, time: 0.222, data_time: 0.013, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8039, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.0944 2021-01-30 04:25:52,909 - mmaction - INFO - Epoch [49][60/3757] lr: 1.000e-03, eta: 1 day, 3:19:25, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.7751, loss: 1.7751, grad_norm: 4.1786 2021-01-30 04:25:57,159 - mmaction - INFO - Epoch [49][80/3757] lr: 1.000e-03, eta: 1 day, 3:19:08, time: 0.212, data_time: 0.003, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7969, loss_cls: 1.8488, loss: 1.8488, grad_norm: 4.2327 2021-01-30 04:26:01,298 - mmaction - INFO - Epoch [49][100/3757] lr: 1.000e-03, eta: 1 day, 3:18:52, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.7992, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.1197 2021-01-30 04:26:05,405 - mmaction - INFO - Epoch [49][120/3757] lr: 1.000e-03, eta: 1 day, 3:18:35, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7750, loss_cls: 1.8864, loss: 1.8864, grad_norm: 4.1671 2021-01-30 04:26:09,565 - mmaction - INFO - Epoch [49][140/3757] lr: 1.000e-03, eta: 1 day, 3:18:19, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8031, loss_cls: 1.7891, loss: 1.7891, grad_norm: 4.0822 2021-01-30 04:26:13,695 - mmaction - INFO - Epoch [49][160/3757] lr: 1.000e-03, eta: 1 day, 3:18:02, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8164, loss_cls: 1.7250, loss: 1.7250, grad_norm: 4.1340 2021-01-30 04:26:17,932 - mmaction - INFO - Epoch [49][180/3757] lr: 1.000e-03, eta: 1 day, 3:17:46, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8187, loss_cls: 1.7423, loss: 1.7423, grad_norm: 4.1692 2021-01-30 04:26:22,088 - mmaction - INFO - Epoch [49][200/3757] lr: 1.000e-03, eta: 1 day, 3:17:30, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.6907, loss: 1.6907, grad_norm: 4.0083 2021-01-30 04:26:26,195 - mmaction - INFO - Epoch [49][220/3757] lr: 1.000e-03, eta: 1 day, 3:17:13, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8078, loss_cls: 1.7442, loss: 1.7442, grad_norm: 4.1217 2021-01-30 04:26:30,469 - mmaction - INFO - Epoch [49][240/3757] lr: 1.000e-03, eta: 1 day, 3:16:57, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.7639, loss: 1.7639, grad_norm: 4.0494 2021-01-30 04:26:34,712 - mmaction - INFO - Epoch [49][260/3757] lr: 1.000e-03, eta: 1 day, 3:16:40, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8148, loss_cls: 1.7400, loss: 1.7400, grad_norm: 4.0107 2021-01-30 04:26:38,980 - mmaction - INFO - Epoch [49][280/3757] lr: 1.000e-03, eta: 1 day, 3:16:24, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7153, loss: 1.7153, grad_norm: 4.1542 2021-01-30 04:26:43,163 - mmaction - INFO - Epoch [49][300/3757] lr: 1.000e-03, eta: 1 day, 3:16:08, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7859, loss_cls: 1.8441, loss: 1.8441, grad_norm: 4.1538 2021-01-30 04:26:47,455 - mmaction - INFO - Epoch [49][320/3757] lr: 1.000e-03, eta: 1 day, 3:15:51, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7891, loss_cls: 1.8261, loss: 1.8261, grad_norm: 4.2322 2021-01-30 04:26:51,740 - mmaction - INFO - Epoch [49][340/3757] lr: 1.000e-03, eta: 1 day, 3:15:35, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8000, loss_cls: 1.8000, loss: 1.8000, grad_norm: 4.2066 2021-01-30 04:26:55,963 - mmaction - INFO - Epoch [49][360/3757] lr: 1.000e-03, eta: 1 day, 3:15:19, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.7994, loss: 1.7994, grad_norm: 4.1582 2021-01-30 04:27:00,326 - mmaction - INFO - Epoch [49][380/3757] lr: 1.000e-03, eta: 1 day, 3:15:02, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7969, loss_cls: 1.7417, loss: 1.7417, grad_norm: 4.0797 2021-01-30 04:27:04,668 - mmaction - INFO - Epoch [49][400/3757] lr: 1.000e-03, eta: 1 day, 3:14:46, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7977, loss_cls: 1.7913, loss: 1.7913, grad_norm: 4.0900 2021-01-30 04:27:09,164 - mmaction - INFO - Epoch [49][420/3757] lr: 1.000e-03, eta: 1 day, 3:14:30, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.7881, loss: 1.7881, grad_norm: 4.1025 2021-01-30 04:27:13,722 - mmaction - INFO - Epoch [49][440/3757] lr: 1.000e-03, eta: 1 day, 3:14:14, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7992, loss_cls: 1.7999, loss: 1.7999, grad_norm: 4.1212 2021-01-30 04:27:18,099 - mmaction - INFO - Epoch [49][460/3757] lr: 1.000e-03, eta: 1 day, 3:13:58, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8039, loss_cls: 1.7342, loss: 1.7342, grad_norm: 4.0817 2021-01-30 04:27:22,992 - mmaction - INFO - Epoch [49][480/3757] lr: 1.000e-03, eta: 1 day, 3:13:42, time: 0.244, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7922, loss_cls: 1.8606, loss: 1.8606, grad_norm: 4.2949 2021-01-30 04:27:27,390 - mmaction - INFO - Epoch [49][500/3757] lr: 1.000e-03, eta: 1 day, 3:13:26, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8008, loss_cls: 1.7851, loss: 1.7851, grad_norm: 4.1354 2021-01-30 04:27:32,007 - mmaction - INFO - Epoch [49][520/3757] lr: 1.000e-03, eta: 1 day, 3:13:10, time: 0.231, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7408, loss: 1.7408, grad_norm: 4.1783 2021-01-30 04:27:37,585 - mmaction - INFO - Epoch [49][540/3757] lr: 1.000e-03, eta: 1 day, 3:12:55, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8078, loss_cls: 1.7490, loss: 1.7490, grad_norm: 4.1499 2021-01-30 04:27:42,727 - mmaction - INFO - Epoch [49][560/3757] lr: 1.000e-03, eta: 1 day, 3:12:40, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8023, loss_cls: 1.7261, loss: 1.7261, grad_norm: 4.0745 2021-01-30 04:27:47,479 - mmaction - INFO - Epoch [49][580/3757] lr: 1.000e-03, eta: 1 day, 3:12:24, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8109, loss_cls: 1.7229, loss: 1.7229, grad_norm: 4.0800 2021-01-30 04:27:52,516 - mmaction - INFO - Epoch [49][600/3757] lr: 1.000e-03, eta: 1 day, 3:12:09, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7930, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.1257 2021-01-30 04:27:58,014 - mmaction - INFO - Epoch [49][620/3757] lr: 1.000e-03, eta: 1 day, 3:11:54, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8023, loss_cls: 1.7475, loss: 1.7475, grad_norm: 4.0186 2021-01-30 04:28:03,023 - mmaction - INFO - Epoch [49][640/3757] lr: 1.000e-03, eta: 1 day, 3:11:38, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8047, loss_cls: 1.7188, loss: 1.7188, grad_norm: 4.0777 2021-01-30 04:28:08,787 - mmaction - INFO - Epoch [49][660/3757] lr: 1.000e-03, eta: 1 day, 3:11:24, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7867, loss_cls: 1.8535, loss: 1.8535, grad_norm: 4.2021 2021-01-30 04:28:13,902 - mmaction - INFO - Epoch [49][680/3757] lr: 1.000e-03, eta: 1 day, 3:11:08, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8016, loss_cls: 1.7241, loss: 1.7241, grad_norm: 4.0792 2021-01-30 04:28:19,191 - mmaction - INFO - Epoch [49][700/3757] lr: 1.000e-03, eta: 1 day, 3:10:53, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7329, loss: 1.7329, grad_norm: 4.0770 2021-01-30 04:28:24,144 - mmaction - INFO - Epoch [49][720/3757] lr: 1.000e-03, eta: 1 day, 3:10:38, time: 0.248, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8195, loss_cls: 1.6604, loss: 1.6604, grad_norm: 4.1013 2021-01-30 04:28:30,099 - mmaction - INFO - Epoch [49][740/3757] lr: 1.000e-03, eta: 1 day, 3:10:23, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8117, loss_cls: 1.7413, loss: 1.7413, grad_norm: 4.0589 2021-01-30 04:28:35,524 - mmaction - INFO - Epoch [49][760/3757] lr: 1.000e-03, eta: 1 day, 3:10:08, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7859, loss_cls: 1.8113, loss: 1.8113, grad_norm: 4.1841 2021-01-30 04:28:41,829 - mmaction - INFO - Epoch [49][780/3757] lr: 1.000e-03, eta: 1 day, 3:09:54, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7937, loss_cls: 1.7549, loss: 1.7549, grad_norm: 4.1402 2021-01-30 04:28:47,024 - mmaction - INFO - Epoch [49][800/3757] lr: 1.000e-03, eta: 1 day, 3:09:39, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7937, loss_cls: 1.7926, loss: 1.7926, grad_norm: 4.1709 2021-01-30 04:28:53,425 - mmaction - INFO - Epoch [49][820/3757] lr: 1.000e-03, eta: 1 day, 3:09:25, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7852, loss_cls: 1.7619, loss: 1.7619, grad_norm: 4.1644 2021-01-30 04:28:59,764 - mmaction - INFO - Epoch [49][840/3757] lr: 1.000e-03, eta: 1 day, 3:09:11, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.8117, loss_cls: 1.7775, loss: 1.7775, grad_norm: 4.0904 2021-01-30 04:29:05,630 - mmaction - INFO - Epoch [49][860/3757] lr: 1.000e-03, eta: 1 day, 3:08:56, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.5633, top5_acc: 0.8094, loss_cls: 1.7814, loss: 1.7814, grad_norm: 4.1241 2021-01-30 04:29:11,191 - mmaction - INFO - Epoch [49][880/3757] lr: 1.000e-03, eta: 1 day, 3:08:41, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.8152, loss: 1.8152, grad_norm: 4.2787 2021-01-30 04:29:16,677 - mmaction - INFO - Epoch [49][900/3757] lr: 1.000e-03, eta: 1 day, 3:08:26, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8102, loss_cls: 1.7553, loss: 1.7553, grad_norm: 4.0824 2021-01-30 04:29:22,102 - mmaction - INFO - Epoch [49][920/3757] lr: 1.000e-03, eta: 1 day, 3:08:11, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7945, loss_cls: 1.8145, loss: 1.8145, grad_norm: 4.1590 2021-01-30 04:29:27,828 - mmaction - INFO - Epoch [49][940/3757] lr: 1.000e-03, eta: 1 day, 3:07:57, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8000, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.0586 2021-01-30 04:29:33,605 - mmaction - INFO - Epoch [49][960/3757] lr: 1.000e-03, eta: 1 day, 3:07:42, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8258, loss_cls: 1.6130, loss: 1.6130, grad_norm: 4.0482 2021-01-30 04:29:39,241 - mmaction - INFO - Epoch [49][980/3757] lr: 1.000e-03, eta: 1 day, 3:07:27, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8117, loss_cls: 1.7026, loss: 1.7026, grad_norm: 4.1813 2021-01-30 04:29:45,184 - mmaction - INFO - Epoch [49][1000/3757] lr: 1.000e-03, eta: 1 day, 3:07:13, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.7075, loss: 1.7075, grad_norm: 4.1492 2021-01-30 04:29:50,781 - mmaction - INFO - Epoch [49][1020/3757] lr: 1.000e-03, eta: 1 day, 3:06:58, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7773, loss_cls: 1.8381, loss: 1.8381, grad_norm: 4.1944 2021-01-30 04:29:56,691 - mmaction - INFO - Epoch [49][1040/3757] lr: 1.000e-03, eta: 1 day, 3:06:43, time: 0.295, data_time: 0.000, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7906, loss_cls: 1.8632, loss: 1.8632, grad_norm: 4.2085 2021-01-30 04:30:02,709 - mmaction - INFO - Epoch [49][1060/3757] lr: 1.000e-03, eta: 1 day, 3:06:29, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8109, loss_cls: 1.6572, loss: 1.6572, grad_norm: 4.0528 2021-01-30 04:30:08,943 - mmaction - INFO - Epoch [49][1080/3757] lr: 1.000e-03, eta: 1 day, 3:06:15, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7883, loss_cls: 1.8398, loss: 1.8398, grad_norm: 4.2591 2021-01-30 04:30:14,785 - mmaction - INFO - Epoch [49][1100/3757] lr: 1.000e-03, eta: 1 day, 3:06:00, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8148, loss_cls: 1.7164, loss: 1.7164, grad_norm: 4.1831 2021-01-30 04:30:21,206 - mmaction - INFO - Epoch [49][1120/3757] lr: 1.000e-03, eta: 1 day, 3:05:47, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7992, loss_cls: 1.7801, loss: 1.7801, grad_norm: 4.1826 2021-01-30 04:30:27,861 - mmaction - INFO - Epoch [49][1140/3757] lr: 1.000e-03, eta: 1 day, 3:05:33, time: 0.333, data_time: 0.004, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8148, loss_cls: 1.7124, loss: 1.7124, grad_norm: 4.2692 2021-01-30 04:30:34,199 - mmaction - INFO - Epoch [49][1160/3757] lr: 1.000e-03, eta: 1 day, 3:05:19, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7836, loss_cls: 1.8511, loss: 1.8511, grad_norm: 4.2386 2021-01-30 04:30:39,880 - mmaction - INFO - Epoch [49][1180/3757] lr: 1.000e-03, eta: 1 day, 3:05:04, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7867, loss_cls: 1.8192, loss: 1.8192, grad_norm: 4.1466 2021-01-30 04:30:45,867 - mmaction - INFO - Epoch [49][1200/3757] lr: 1.000e-03, eta: 1 day, 3:04:50, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8023, loss_cls: 1.7774, loss: 1.7774, grad_norm: 4.1623 2021-01-30 04:30:51,802 - mmaction - INFO - Epoch [49][1220/3757] lr: 1.000e-03, eta: 1 day, 3:04:35, time: 0.297, data_time: 0.005, memory: 3385, top1_acc: 0.6008, top5_acc: 0.7984, loss_cls: 1.7574, loss: 1.7574, grad_norm: 4.1213 2021-01-30 04:30:57,702 - mmaction - INFO - Epoch [49][1240/3757] lr: 1.000e-03, eta: 1 day, 3:04:21, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7914, loss_cls: 1.7998, loss: 1.7998, grad_norm: 4.0857 2021-01-30 04:31:03,529 - mmaction - INFO - Epoch [49][1260/3757] lr: 1.000e-03, eta: 1 day, 3:04:06, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7969, loss_cls: 1.7812, loss: 1.7812, grad_norm: 4.1646 2021-01-30 04:31:10,307 - mmaction - INFO - Epoch [49][1280/3757] lr: 1.000e-03, eta: 1 day, 3:03:53, time: 0.339, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8102, loss_cls: 1.7260, loss: 1.7260, grad_norm: 4.0841 2021-01-30 04:31:16,724 - mmaction - INFO - Epoch [49][1300/3757] lr: 1.000e-03, eta: 1 day, 3:03:39, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7977, loss_cls: 1.7303, loss: 1.7303, grad_norm: 4.0960 2021-01-30 04:31:23,355 - mmaction - INFO - Epoch [49][1320/3757] lr: 1.000e-03, eta: 1 day, 3:03:25, time: 0.331, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8023, loss_cls: 1.6720, loss: 1.6720, grad_norm: 4.1243 2021-01-30 04:31:29,408 - mmaction - INFO - Epoch [49][1340/3757] lr: 1.000e-03, eta: 1 day, 3:03:11, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7984, loss_cls: 1.8133, loss: 1.8133, grad_norm: 4.1887 2021-01-30 04:31:35,151 - mmaction - INFO - Epoch [49][1360/3757] lr: 1.000e-03, eta: 1 day, 3:02:56, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.8022, loss: 1.8022, grad_norm: 4.1902 2021-01-30 04:31:40,958 - mmaction - INFO - Epoch [49][1380/3757] lr: 1.000e-03, eta: 1 day, 3:02:42, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8039, loss_cls: 1.7677, loss: 1.7677, grad_norm: 4.0975 2021-01-30 04:31:46,683 - mmaction - INFO - Epoch [49][1400/3757] lr: 1.000e-03, eta: 1 day, 3:02:27, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7930, loss_cls: 1.8044, loss: 1.8044, grad_norm: 4.1683 2021-01-30 04:31:52,978 - mmaction - INFO - Epoch [49][1420/3757] lr: 1.000e-03, eta: 1 day, 3:02:13, time: 0.315, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7977, loss_cls: 1.7388, loss: 1.7388, grad_norm: 4.0747 2021-01-30 04:31:59,394 - mmaction - INFO - Epoch [49][1440/3757] lr: 1.000e-03, eta: 1 day, 3:01:59, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8102, loss_cls: 1.6693, loss: 1.6693, grad_norm: 4.0571 2021-01-30 04:32:05,801 - mmaction - INFO - Epoch [49][1460/3757] lr: 1.000e-03, eta: 1 day, 3:01:45, time: 0.321, data_time: 0.012, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7844, loss_cls: 1.8507, loss: 1.8507, grad_norm: 4.2848 2021-01-30 04:32:11,936 - mmaction - INFO - Epoch [49][1480/3757] lr: 1.000e-03, eta: 1 day, 3:01:31, time: 0.307, data_time: 0.003, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7852, loss_cls: 1.8608, loss: 1.8608, grad_norm: 4.2537 2021-01-30 04:32:18,362 - mmaction - INFO - Epoch [49][1500/3757] lr: 1.000e-03, eta: 1 day, 3:01:17, time: 0.321, data_time: 0.003, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.8032, loss: 1.8032, grad_norm: 4.1908 2021-01-30 04:32:24,393 - mmaction - INFO - Epoch [49][1520/3757] lr: 1.000e-03, eta: 1 day, 3:01:03, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8138, loss: 1.8138, grad_norm: 4.2002 2021-01-30 04:32:30,330 - mmaction - INFO - Epoch [49][1540/3757] lr: 1.000e-03, eta: 1 day, 3:00:48, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8117, loss_cls: 1.7435, loss: 1.7435, grad_norm: 4.0961 2021-01-30 04:32:36,181 - mmaction - INFO - Epoch [49][1560/3757] lr: 1.000e-03, eta: 1 day, 3:00:34, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8211, loss_cls: 1.6817, loss: 1.6817, grad_norm: 3.9795 2021-01-30 04:32:41,883 - mmaction - INFO - Epoch [49][1580/3757] lr: 1.000e-03, eta: 1 day, 3:00:19, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8070, loss_cls: 1.7938, loss: 1.7938, grad_norm: 4.1958 2021-01-30 04:32:48,002 - mmaction - INFO - Epoch [49][1600/3757] lr: 1.000e-03, eta: 1 day, 3:00:05, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7992, loss_cls: 1.7616, loss: 1.7616, grad_norm: 4.1081 2021-01-30 04:32:53,973 - mmaction - INFO - Epoch [49][1620/3757] lr: 1.000e-03, eta: 1 day, 2:59:51, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7969, loss_cls: 1.8022, loss: 1.8022, grad_norm: 4.2635 2021-01-30 04:32:59,695 - mmaction - INFO - Epoch [49][1640/3757] lr: 1.000e-03, eta: 1 day, 2:59:36, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7922, loss_cls: 1.7423, loss: 1.7423, grad_norm: 4.1827 2021-01-30 04:33:05,566 - mmaction - INFO - Epoch [49][1660/3757] lr: 1.000e-03, eta: 1 day, 2:59:22, time: 0.294, data_time: 0.004, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7953, loss_cls: 1.8125, loss: 1.8125, grad_norm: 4.1947 2021-01-30 04:33:11,153 - mmaction - INFO - Epoch [49][1680/3757] lr: 1.000e-03, eta: 1 day, 2:59:07, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8102, loss_cls: 1.7252, loss: 1.7252, grad_norm: 4.0363 2021-01-30 04:33:17,990 - mmaction - INFO - Epoch [49][1700/3757] lr: 1.000e-03, eta: 1 day, 2:58:53, time: 0.342, data_time: 0.003, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.7257, loss: 1.7257, grad_norm: 4.2028 2021-01-30 04:33:23,905 - mmaction - INFO - Epoch [49][1720/3757] lr: 1.000e-03, eta: 1 day, 2:58:39, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8094, loss_cls: 1.7479, loss: 1.7479, grad_norm: 4.1550 2021-01-30 04:33:29,511 - mmaction - INFO - Epoch [49][1740/3757] lr: 1.000e-03, eta: 1 day, 2:58:24, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.7140, loss: 1.7140, grad_norm: 4.0263 2021-01-30 04:33:36,063 - mmaction - INFO - Epoch [49][1760/3757] lr: 1.000e-03, eta: 1 day, 2:58:11, time: 0.327, data_time: 0.000, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8047, loss_cls: 1.7370, loss: 1.7370, grad_norm: 4.1558 2021-01-30 04:33:42,985 - mmaction - INFO - Epoch [49][1780/3757] lr: 1.000e-03, eta: 1 day, 2:57:57, time: 0.346, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8156, loss_cls: 1.7095, loss: 1.7095, grad_norm: 4.1466 2021-01-30 04:33:49,436 - mmaction - INFO - Epoch [49][1800/3757] lr: 1.000e-03, eta: 1 day, 2:57:43, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.6413, loss: 1.6413, grad_norm: 3.9862 2021-01-30 04:33:56,035 - mmaction - INFO - Epoch [49][1820/3757] lr: 1.000e-03, eta: 1 day, 2:57:30, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.7011, loss: 1.7011, grad_norm: 4.2124 2021-01-30 04:34:02,463 - mmaction - INFO - Epoch [49][1840/3757] lr: 1.000e-03, eta: 1 day, 2:57:16, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8195, loss_cls: 1.6524, loss: 1.6524, grad_norm: 4.0535 2021-01-30 04:34:08,391 - mmaction - INFO - Epoch [49][1860/3757] lr: 1.000e-03, eta: 1 day, 2:57:02, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7961, loss_cls: 1.7728, loss: 1.7728, grad_norm: 4.2303 2021-01-30 04:34:14,280 - mmaction - INFO - Epoch [49][1880/3757] lr: 1.000e-03, eta: 1 day, 2:56:47, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7836, loss_cls: 1.7985, loss: 1.7985, grad_norm: 4.1875 2021-01-30 04:34:21,256 - mmaction - INFO - Epoch [49][1900/3757] lr: 1.000e-03, eta: 1 day, 2:56:34, time: 0.349, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.7752, loss: 1.7752, grad_norm: 4.1474 2021-01-30 04:34:27,031 - mmaction - INFO - Epoch [49][1920/3757] lr: 1.000e-03, eta: 1 day, 2:56:19, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7898, loss_cls: 1.7977, loss: 1.7977, grad_norm: 4.0914 2021-01-30 04:34:33,106 - mmaction - INFO - Epoch [49][1940/3757] lr: 1.000e-03, eta: 1 day, 2:56:05, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7937, loss_cls: 1.7736, loss: 1.7736, grad_norm: 4.1603 2021-01-30 04:34:39,623 - mmaction - INFO - Epoch [49][1960/3757] lr: 1.000e-03, eta: 1 day, 2:55:51, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7875, loss_cls: 1.8455, loss: 1.8455, grad_norm: 4.2358 2021-01-30 04:34:45,646 - mmaction - INFO - Epoch [49][1980/3757] lr: 1.000e-03, eta: 1 day, 2:55:37, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8139, loss: 1.8139, grad_norm: 4.2123 2021-01-30 04:34:51,760 - mmaction - INFO - Epoch [49][2000/3757] lr: 1.000e-03, eta: 1 day, 2:55:23, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7516, loss: 1.7516, grad_norm: 4.1542 2021-01-30 04:34:57,751 - mmaction - INFO - Epoch [49][2020/3757] lr: 1.000e-03, eta: 1 day, 2:55:09, time: 0.300, data_time: 0.003, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8070, loss_cls: 1.7513, loss: 1.7513, grad_norm: 4.2292 2021-01-30 04:35:03,756 - mmaction - INFO - Epoch [49][2040/3757] lr: 1.000e-03, eta: 1 day, 2:54:54, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.7376, loss: 1.7376, grad_norm: 4.0946 2021-01-30 04:35:10,150 - mmaction - INFO - Epoch [49][2060/3757] lr: 1.000e-03, eta: 1 day, 2:54:40, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8016, loss_cls: 1.6773, loss: 1.6773, grad_norm: 4.1068 2021-01-30 04:35:17,715 - mmaction - INFO - Epoch [49][2080/3757] lr: 1.000e-03, eta: 1 day, 2:54:28, time: 0.378, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7797, loss_cls: 1.8657, loss: 1.8657, grad_norm: 4.2488 2021-01-30 04:35:23,730 - mmaction - INFO - Epoch [49][2100/3757] lr: 1.000e-03, eta: 1 day, 2:54:14, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8297, loss_cls: 1.5882, loss: 1.5882, grad_norm: 4.0451 2021-01-30 04:35:29,654 - mmaction - INFO - Epoch [49][2120/3757] lr: 1.000e-03, eta: 1 day, 2:53:59, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7828, loss_cls: 1.8416, loss: 1.8416, grad_norm: 4.2628 2021-01-30 04:35:36,386 - mmaction - INFO - Epoch [49][2140/3757] lr: 1.000e-03, eta: 1 day, 2:53:46, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.1326 2021-01-30 04:35:42,487 - mmaction - INFO - Epoch [49][2160/3757] lr: 1.000e-03, eta: 1 day, 2:53:31, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8102, loss_cls: 1.7361, loss: 1.7361, grad_norm: 4.1316 2021-01-30 04:35:48,886 - mmaction - INFO - Epoch [49][2180/3757] lr: 1.000e-03, eta: 1 day, 2:53:18, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8141, loss_cls: 1.7378, loss: 1.7378, grad_norm: 4.1372 2021-01-30 04:35:54,458 - mmaction - INFO - Epoch [49][2200/3757] lr: 1.000e-03, eta: 1 day, 2:53:03, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7758, loss_cls: 1.8803, loss: 1.8803, grad_norm: 4.2583 2021-01-30 04:36:00,312 - mmaction - INFO - Epoch [49][2220/3757] lr: 1.000e-03, eta: 1 day, 2:52:48, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8023, loss_cls: 1.7704, loss: 1.7704, grad_norm: 4.1144 2021-01-30 04:36:06,417 - mmaction - INFO - Epoch [49][2240/3757] lr: 1.000e-03, eta: 1 day, 2:52:34, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.8419, loss: 1.8419, grad_norm: 4.0711 2021-01-30 04:36:12,850 - mmaction - INFO - Epoch [49][2260/3757] lr: 1.000e-03, eta: 1 day, 2:52:20, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8187, loss_cls: 1.7208, loss: 1.7208, grad_norm: 4.1192 2021-01-30 04:36:19,199 - mmaction - INFO - Epoch [49][2280/3757] lr: 1.000e-03, eta: 1 day, 2:52:07, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8008, loss_cls: 1.7686, loss: 1.7686, grad_norm: 4.1901 2021-01-30 04:36:25,836 - mmaction - INFO - Epoch [49][2300/3757] lr: 1.000e-03, eta: 1 day, 2:51:53, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7805, loss_cls: 1.8188, loss: 1.8188, grad_norm: 4.2416 2021-01-30 04:36:31,732 - mmaction - INFO - Epoch [49][2320/3757] lr: 1.000e-03, eta: 1 day, 2:51:39, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8211, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.0259 2021-01-30 04:36:37,798 - mmaction - INFO - Epoch [49][2340/3757] lr: 1.000e-03, eta: 1 day, 2:51:24, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7733, loss: 1.7733, grad_norm: 4.1147 2021-01-30 04:36:44,008 - mmaction - INFO - Epoch [49][2360/3757] lr: 1.000e-03, eta: 1 day, 2:51:10, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7953, loss_cls: 1.7219, loss: 1.7219, grad_norm: 4.1238 2021-01-30 04:36:49,993 - mmaction - INFO - Epoch [49][2380/3757] lr: 1.000e-03, eta: 1 day, 2:50:56, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7922, loss_cls: 1.7641, loss: 1.7641, grad_norm: 4.1855 2021-01-30 04:36:55,949 - mmaction - INFO - Epoch [49][2400/3757] lr: 1.000e-03, eta: 1 day, 2:50:42, time: 0.297, data_time: 0.000, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.8038, loss: 1.8038, grad_norm: 4.1960 2021-01-30 04:37:02,092 - mmaction - INFO - Epoch [49][2420/3757] lr: 1.000e-03, eta: 1 day, 2:50:28, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7914, loss_cls: 1.7833, loss: 1.7833, grad_norm: 4.2592 2021-01-30 04:37:08,234 - mmaction - INFO - Epoch [49][2440/3757] lr: 1.000e-03, eta: 1 day, 2:50:14, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7859, loss_cls: 1.8167, loss: 1.8167, grad_norm: 4.1765 2021-01-30 04:37:15,080 - mmaction - INFO - Epoch [49][2460/3757] lr: 1.000e-03, eta: 1 day, 2:50:00, time: 0.343, data_time: 0.002, memory: 3385, top1_acc: 0.5445, top5_acc: 0.7930, loss_cls: 1.8795, loss: 1.8795, grad_norm: 4.1578 2021-01-30 04:37:20,818 - mmaction - INFO - Epoch [49][2480/3757] lr: 1.000e-03, eta: 1 day, 2:49:46, time: 0.287, data_time: 0.005, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7805, loss_cls: 1.8854, loss: 1.8854, grad_norm: 4.0846 2021-01-30 04:37:27,324 - mmaction - INFO - Epoch [49][2500/3757] lr: 1.000e-03, eta: 1 day, 2:49:32, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7595, loss: 1.7595, grad_norm: 4.1222 2021-01-30 04:37:33,410 - mmaction - INFO - Epoch [49][2520/3757] lr: 1.000e-03, eta: 1 day, 2:49:18, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.5903, loss: 1.5903, grad_norm: 3.9971 2021-01-30 04:37:39,025 - mmaction - INFO - Epoch [49][2540/3757] lr: 1.000e-03, eta: 1 day, 2:49:03, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7859, loss_cls: 1.7695, loss: 1.7695, grad_norm: 4.2830 2021-01-30 04:37:45,831 - mmaction - INFO - Epoch [49][2560/3757] lr: 1.000e-03, eta: 1 day, 2:48:50, time: 0.340, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7867, loss_cls: 1.8410, loss: 1.8410, grad_norm: 4.2067 2021-01-30 04:37:51,389 - mmaction - INFO - Epoch [49][2580/3757] lr: 1.000e-03, eta: 1 day, 2:48:35, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5461, top5_acc: 0.7891, loss_cls: 1.8271, loss: 1.8271, grad_norm: 4.2262 2021-01-30 04:37:58,305 - mmaction - INFO - Epoch [49][2600/3757] lr: 1.000e-03, eta: 1 day, 2:48:22, time: 0.346, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8023, loss_cls: 1.7282, loss: 1.7282, grad_norm: 4.0932 2021-01-30 04:38:04,309 - mmaction - INFO - Epoch [49][2620/3757] lr: 1.000e-03, eta: 1 day, 2:48:08, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8055, loss_cls: 1.7823, loss: 1.7823, grad_norm: 4.2429 2021-01-30 04:38:11,121 - mmaction - INFO - Epoch [49][2640/3757] lr: 1.000e-03, eta: 1 day, 2:47:54, time: 0.340, data_time: 0.003, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7977, loss_cls: 1.7549, loss: 1.7549, grad_norm: 4.1237 2021-01-30 04:38:16,756 - mmaction - INFO - Epoch [49][2660/3757] lr: 1.000e-03, eta: 1 day, 2:47:40, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8008, loss_cls: 1.7131, loss: 1.7131, grad_norm: 4.0808 2021-01-30 04:38:23,022 - mmaction - INFO - Epoch [49][2680/3757] lr: 1.000e-03, eta: 1 day, 2:47:26, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.8046, loss: 1.8046, grad_norm: 4.1165 2021-01-30 04:38:29,399 - mmaction - INFO - Epoch [49][2700/3757] lr: 1.000e-03, eta: 1 day, 2:47:12, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8125, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.0542 2021-01-30 04:38:35,506 - mmaction - INFO - Epoch [49][2720/3757] lr: 1.000e-03, eta: 1 day, 2:46:58, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7984, loss_cls: 1.7817, loss: 1.7817, grad_norm: 4.2786 2021-01-30 04:38:41,245 - mmaction - INFO - Epoch [49][2740/3757] lr: 1.000e-03, eta: 1 day, 2:46:43, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7977, loss_cls: 1.8010, loss: 1.8010, grad_norm: 4.1989 2021-01-30 04:38:47,549 - mmaction - INFO - Epoch [49][2760/3757] lr: 1.000e-03, eta: 1 day, 2:46:29, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7758, loss_cls: 1.8094, loss: 1.8094, grad_norm: 4.1629 2021-01-30 04:38:53,645 - mmaction - INFO - Epoch [49][2780/3757] lr: 1.000e-03, eta: 1 day, 2:46:15, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7867, loss_cls: 1.8233, loss: 1.8233, grad_norm: 4.1222 2021-01-30 04:38:59,745 - mmaction - INFO - Epoch [49][2800/3757] lr: 1.000e-03, eta: 1 day, 2:46:01, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8008, loss_cls: 1.7786, loss: 1.7786, grad_norm: 4.1908 2021-01-30 04:39:05,612 - mmaction - INFO - Epoch [49][2820/3757] lr: 1.000e-03, eta: 1 day, 2:45:47, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8047, loss_cls: 1.8117, loss: 1.8117, grad_norm: 4.1114 2021-01-30 04:39:12,071 - mmaction - INFO - Epoch [49][2840/3757] lr: 1.000e-03, eta: 1 day, 2:45:33, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7961, loss_cls: 1.7886, loss: 1.7886, grad_norm: 4.1470 2021-01-30 04:39:18,327 - mmaction - INFO - Epoch [49][2860/3757] lr: 1.000e-03, eta: 1 day, 2:45:19, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7898, loss_cls: 1.8053, loss: 1.8053, grad_norm: 4.1167 2021-01-30 04:39:24,266 - mmaction - INFO - Epoch [49][2880/3757] lr: 1.000e-03, eta: 1 day, 2:45:05, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7844, loss_cls: 1.8249, loss: 1.8249, grad_norm: 4.2103 2021-01-30 04:39:30,183 - mmaction - INFO - Epoch [49][2900/3757] lr: 1.000e-03, eta: 1 day, 2:44:50, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.5961, top5_acc: 0.7953, loss_cls: 1.7806, loss: 1.7806, grad_norm: 4.1862 2021-01-30 04:39:36,386 - mmaction - INFO - Epoch [49][2920/3757] lr: 1.000e-03, eta: 1 day, 2:44:36, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7891, loss_cls: 1.8268, loss: 1.8268, grad_norm: 4.1958 2021-01-30 04:39:42,079 - mmaction - INFO - Epoch [49][2940/3757] lr: 1.000e-03, eta: 1 day, 2:44:22, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7945, loss_cls: 1.7811, loss: 1.7811, grad_norm: 4.0684 2021-01-30 04:39:48,492 - mmaction - INFO - Epoch [49][2960/3757] lr: 1.000e-03, eta: 1 day, 2:44:08, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8109, loss_cls: 1.8042, loss: 1.8042, grad_norm: 4.3274 2021-01-30 04:39:54,904 - mmaction - INFO - Epoch [49][2980/3757] lr: 1.000e-03, eta: 1 day, 2:43:54, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7914, loss_cls: 1.8252, loss: 1.8252, grad_norm: 4.1731 2021-01-30 04:40:01,138 - mmaction - INFO - Epoch [49][3000/3757] lr: 1.000e-03, eta: 1 day, 2:43:40, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7945, loss_cls: 1.8270, loss: 1.8270, grad_norm: 4.1413 2021-01-30 04:40:07,084 - mmaction - INFO - Epoch [49][3020/3757] lr: 1.000e-03, eta: 1 day, 2:43:26, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.5570, top5_acc: 0.8031, loss_cls: 1.8005, loss: 1.8005, grad_norm: 4.1868 2021-01-30 04:40:13,948 - mmaction - INFO - Epoch [49][3040/3757] lr: 1.000e-03, eta: 1 day, 2:43:13, time: 0.344, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.8009, loss: 1.8009, grad_norm: 4.0936 2021-01-30 04:40:19,997 - mmaction - INFO - Epoch [49][3060/3757] lr: 1.000e-03, eta: 1 day, 2:42:59, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7977, loss_cls: 1.7580, loss: 1.7580, grad_norm: 4.0263 2021-01-30 04:40:26,543 - mmaction - INFO - Epoch [49][3080/3757] lr: 1.000e-03, eta: 1 day, 2:42:45, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7898, loss_cls: 1.7989, loss: 1.7989, grad_norm: 4.1272 2021-01-30 04:40:32,929 - mmaction - INFO - Epoch [49][3100/3757] lr: 1.000e-03, eta: 1 day, 2:42:31, time: 0.319, data_time: 0.005, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8102, loss_cls: 1.6900, loss: 1.6900, grad_norm: 4.0544 2021-01-30 04:40:38,580 - mmaction - INFO - Epoch [49][3120/3757] lr: 1.000e-03, eta: 1 day, 2:42:17, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7891, loss_cls: 1.7850, loss: 1.7850, grad_norm: 4.1469 2021-01-30 04:40:45,077 - mmaction - INFO - Epoch [49][3140/3757] lr: 1.000e-03, eta: 1 day, 2:42:03, time: 0.326, data_time: 0.003, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8078, loss_cls: 1.7670, loss: 1.7670, grad_norm: 4.2098 2021-01-30 04:40:51,742 - mmaction - INFO - Epoch [49][3160/3757] lr: 1.000e-03, eta: 1 day, 2:41:49, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8016, loss_cls: 1.7812, loss: 1.7812, grad_norm: 4.1768 2021-01-30 04:40:57,645 - mmaction - INFO - Epoch [49][3180/3757] lr: 1.000e-03, eta: 1 day, 2:41:35, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7883, loss_cls: 1.8340, loss: 1.8340, grad_norm: 4.3448 2021-01-30 04:41:04,282 - mmaction - INFO - Epoch [49][3200/3757] lr: 1.000e-03, eta: 1 day, 2:41:22, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.7580, loss: 1.7580, grad_norm: 4.1308 2021-01-30 04:41:10,810 - mmaction - INFO - Epoch [49][3220/3757] lr: 1.000e-03, eta: 1 day, 2:41:08, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.7863, loss: 1.7863, grad_norm: 4.1762 2021-01-30 04:41:16,487 - mmaction - INFO - Epoch [49][3240/3757] lr: 1.000e-03, eta: 1 day, 2:40:53, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7579, loss: 1.7579, grad_norm: 4.0856 2021-01-30 04:41:22,882 - mmaction - INFO - Epoch [49][3260/3757] lr: 1.000e-03, eta: 1 day, 2:40:40, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.7238, loss: 1.7238, grad_norm: 4.0939 2021-01-30 04:41:29,023 - mmaction - INFO - Epoch [49][3280/3757] lr: 1.000e-03, eta: 1 day, 2:40:26, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7758, loss_cls: 1.8288, loss: 1.8288, grad_norm: 4.1770 2021-01-30 04:41:35,389 - mmaction - INFO - Epoch [49][3300/3757] lr: 1.000e-03, eta: 1 day, 2:40:12, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.7155, loss: 1.7155, grad_norm: 4.2379 2021-01-30 04:41:41,454 - mmaction - INFO - Epoch [49][3320/3757] lr: 1.000e-03, eta: 1 day, 2:39:58, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.7019, loss: 1.7019, grad_norm: 4.1075 2021-01-30 04:41:47,214 - mmaction - INFO - Epoch [49][3340/3757] lr: 1.000e-03, eta: 1 day, 2:39:43, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.6664, loss: 1.6664, grad_norm: 4.1579 2021-01-30 04:41:53,990 - mmaction - INFO - Epoch [49][3360/3757] lr: 1.000e-03, eta: 1 day, 2:39:30, time: 0.339, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7953, loss_cls: 1.7862, loss: 1.7862, grad_norm: 4.2167 2021-01-30 04:42:00,070 - mmaction - INFO - Epoch [49][3380/3757] lr: 1.000e-03, eta: 1 day, 2:39:16, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8023, loss_cls: 1.7044, loss: 1.7044, grad_norm: 4.1015 2021-01-30 04:42:05,998 - mmaction - INFO - Epoch [49][3400/3757] lr: 1.000e-03, eta: 1 day, 2:39:02, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8227, loss_cls: 1.7138, loss: 1.7138, grad_norm: 4.1604 2021-01-30 04:42:12,693 - mmaction - INFO - Epoch [49][3420/3757] lr: 1.000e-03, eta: 1 day, 2:38:48, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.7326, loss: 1.7326, grad_norm: 4.2478 2021-01-30 04:42:18,164 - mmaction - INFO - Epoch [49][3440/3757] lr: 1.000e-03, eta: 1 day, 2:38:33, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7914, loss_cls: 1.7625, loss: 1.7625, grad_norm: 4.2032 2021-01-30 04:42:24,194 - mmaction - INFO - Epoch [49][3460/3757] lr: 1.000e-03, eta: 1 day, 2:38:19, time: 0.304, data_time: 0.005, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7945, loss_cls: 1.8578, loss: 1.8578, grad_norm: 4.2443 2021-01-30 04:42:30,402 - mmaction - INFO - Epoch [49][3480/3757] lr: 1.000e-03, eta: 1 day, 2:38:05, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.7976, loss: 1.7976, grad_norm: 4.2028 2021-01-30 04:42:36,633 - mmaction - INFO - Epoch [49][3500/3757] lr: 1.000e-03, eta: 1 day, 2:37:51, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8125, loss_cls: 1.7489, loss: 1.7489, grad_norm: 4.0867 2021-01-30 04:42:43,052 - mmaction - INFO - Epoch [49][3520/3757] lr: 1.000e-03, eta: 1 day, 2:37:38, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8023, loss_cls: 1.7405, loss: 1.7405, grad_norm: 4.1265 2021-01-30 04:42:49,035 - mmaction - INFO - Epoch [49][3540/3757] lr: 1.000e-03, eta: 1 day, 2:37:23, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8102, loss_cls: 1.7652, loss: 1.7652, grad_norm: 4.1166 2021-01-30 04:42:54,999 - mmaction - INFO - Epoch [49][3560/3757] lr: 1.000e-03, eta: 1 day, 2:37:09, time: 0.302, data_time: 0.005, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7859, loss_cls: 1.8412, loss: 1.8412, grad_norm: 4.2408 2021-01-30 04:43:00,727 - mmaction - INFO - Epoch [49][3580/3757] lr: 1.000e-03, eta: 1 day, 2:36:55, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7867, loss_cls: 1.8850, loss: 1.8850, grad_norm: 4.2852 2021-01-30 04:43:07,246 - mmaction - INFO - Epoch [49][3600/3757] lr: 1.000e-03, eta: 1 day, 2:36:41, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8047, loss_cls: 1.7750, loss: 1.7750, grad_norm: 4.1461 2021-01-30 04:43:13,635 - mmaction - INFO - Epoch [49][3620/3757] lr: 1.000e-03, eta: 1 day, 2:36:28, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7828, loss_cls: 1.8938, loss: 1.8938, grad_norm: 4.2685 2021-01-30 04:43:19,788 - mmaction - INFO - Epoch [49][3640/3757] lr: 1.000e-03, eta: 1 day, 2:36:14, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7953, loss_cls: 1.7838, loss: 1.7838, grad_norm: 4.1476 2021-01-30 04:43:25,808 - mmaction - INFO - Epoch [49][3660/3757] lr: 1.000e-03, eta: 1 day, 2:35:59, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8088, loss: 1.8088, grad_norm: 4.0694 2021-01-30 04:43:31,932 - mmaction - INFO - Epoch [49][3680/3757] lr: 1.000e-03, eta: 1 day, 2:35:45, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7906, loss_cls: 1.7569, loss: 1.7569, grad_norm: 4.1762 2021-01-30 04:43:38,374 - mmaction - INFO - Epoch [49][3700/3757] lr: 1.000e-03, eta: 1 day, 2:35:32, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7275, loss: 1.7275, grad_norm: 4.1368 2021-01-30 04:43:44,255 - mmaction - INFO - Epoch [49][3720/3757] lr: 1.000e-03, eta: 1 day, 2:35:17, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7992, loss_cls: 1.7477, loss: 1.7477, grad_norm: 4.1890 2021-01-30 04:43:50,274 - mmaction - INFO - Epoch [49][3740/3757] lr: 1.000e-03, eta: 1 day, 2:35:03, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8039, loss_cls: 1.7529, loss: 1.7529, grad_norm: 4.2209 2021-01-30 04:44:11,983 - mmaction - INFO - Saving checkpoint at 49 epochs 2021-01-30 04:56:00,808 - mmaction - INFO - Epoch [50][20/3757] lr: 1.000e-03, eta: 1 day, 2:46:43, time: 35.424, data_time: 35.031, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7977, loss_cls: 1.7617, loss: 1.7617, grad_norm: 4.2191 2021-01-30 04:56:05,019 - mmaction - INFO - Epoch [50][40/3757] lr: 1.000e-03, eta: 1 day, 2:46:27, time: 0.216, data_time: 0.010, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7930, loss_cls: 1.8108, loss: 1.8108, grad_norm: 4.1458 2021-01-30 04:56:09,221 - mmaction - INFO - Epoch [50][60/3757] lr: 1.000e-03, eta: 1 day, 2:46:11, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8195, loss_cls: 1.6767, loss: 1.6767, grad_norm: 3.9987 2021-01-30 04:56:13,395 - mmaction - INFO - Epoch [50][80/3757] lr: 1.000e-03, eta: 1 day, 2:45:55, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8203, loss_cls: 1.6450, loss: 1.6450, grad_norm: 4.1048 2021-01-30 04:56:17,738 - mmaction - INFO - Epoch [50][100/3757] lr: 1.000e-03, eta: 1 day, 2:45:39, time: 0.217, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8109, loss_cls: 1.7325, loss: 1.7325, grad_norm: 4.1580 2021-01-30 04:56:21,880 - mmaction - INFO - Epoch [50][120/3757] lr: 1.000e-03, eta: 1 day, 2:45:22, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.7944, loss: 1.7944, grad_norm: 4.2156 2021-01-30 04:56:26,035 - mmaction - INFO - Epoch [50][140/3757] lr: 1.000e-03, eta: 1 day, 2:45:06, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7977, loss_cls: 1.7931, loss: 1.7931, grad_norm: 4.1901 2021-01-30 04:56:30,243 - mmaction - INFO - Epoch [50][160/3757] lr: 1.000e-03, eta: 1 day, 2:44:50, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7671, loss: 1.7671, grad_norm: 4.2037 2021-01-30 04:56:34,424 - mmaction - INFO - Epoch [50][180/3757] lr: 1.000e-03, eta: 1 day, 2:44:34, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8180, loss_cls: 1.6975, loss: 1.6975, grad_norm: 4.2204 2021-01-30 04:56:38,689 - mmaction - INFO - Epoch [50][200/3757] lr: 1.000e-03, eta: 1 day, 2:44:18, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7545, loss: 1.7545, grad_norm: 4.1504 2021-01-30 04:56:42,815 - mmaction - INFO - Epoch [50][220/3757] lr: 1.000e-03, eta: 1 day, 2:44:02, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.8039, loss_cls: 1.7442, loss: 1.7442, grad_norm: 4.0624 2021-01-30 04:56:47,132 - mmaction - INFO - Epoch [50][240/3757] lr: 1.000e-03, eta: 1 day, 2:43:45, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7789, loss_cls: 1.8383, loss: 1.8383, grad_norm: 4.2591 2021-01-30 04:56:51,396 - mmaction - INFO - Epoch [50][260/3757] lr: 1.000e-03, eta: 1 day, 2:43:29, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7969, loss_cls: 1.7311, loss: 1.7311, grad_norm: 4.0996 2021-01-30 04:56:55,655 - mmaction - INFO - Epoch [50][280/3757] lr: 1.000e-03, eta: 1 day, 2:43:13, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8016, loss_cls: 1.7736, loss: 1.7736, grad_norm: 4.1254 2021-01-30 04:56:59,907 - mmaction - INFO - Epoch [50][300/3757] lr: 1.000e-03, eta: 1 day, 2:42:57, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8180, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.1921 2021-01-30 04:57:04,135 - mmaction - INFO - Epoch [50][320/3757] lr: 1.000e-03, eta: 1 day, 2:42:41, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8008, loss_cls: 1.7245, loss: 1.7245, grad_norm: 4.1887 2021-01-30 04:57:08,648 - mmaction - INFO - Epoch [50][340/3757] lr: 1.000e-03, eta: 1 day, 2:42:25, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7453, loss: 1.7453, grad_norm: 4.1751 2021-01-30 04:57:12,946 - mmaction - INFO - Epoch [50][360/3757] lr: 1.000e-03, eta: 1 day, 2:42:09, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8016, loss_cls: 1.7585, loss: 1.7585, grad_norm: 4.2146 2021-01-30 04:57:17,443 - mmaction - INFO - Epoch [50][380/3757] lr: 1.000e-03, eta: 1 day, 2:41:54, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8125, loss_cls: 1.7275, loss: 1.7275, grad_norm: 4.1537 2021-01-30 04:57:21,801 - mmaction - INFO - Epoch [50][400/3757] lr: 1.000e-03, eta: 1 day, 2:41:38, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8086, loss_cls: 1.7198, loss: 1.7198, grad_norm: 4.0953 2021-01-30 04:57:26,114 - mmaction - INFO - Epoch [50][420/3757] lr: 1.000e-03, eta: 1 day, 2:41:22, time: 0.215, data_time: 0.000, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8086, loss_cls: 1.7329, loss: 1.7329, grad_norm: 4.2316 2021-01-30 04:57:30,764 - mmaction - INFO - Epoch [50][440/3757] lr: 1.000e-03, eta: 1 day, 2:41:06, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7695, loss: 1.7695, grad_norm: 4.2117 2021-01-30 04:57:35,199 - mmaction - INFO - Epoch [50][460/3757] lr: 1.000e-03, eta: 1 day, 2:40:50, time: 0.222, data_time: 0.003, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7859, loss_cls: 1.8893, loss: 1.8893, grad_norm: 4.3930 2021-01-30 04:57:40,585 - mmaction - INFO - Epoch [50][480/3757] lr: 1.000e-03, eta: 1 day, 2:40:35, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8094, loss_cls: 1.7855, loss: 1.7855, grad_norm: 4.1277 2021-01-30 04:57:45,021 - mmaction - INFO - Epoch [50][500/3757] lr: 1.000e-03, eta: 1 day, 2:40:19, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8117, loss_cls: 1.6935, loss: 1.6935, grad_norm: 4.0533 2021-01-30 04:57:49,701 - mmaction - INFO - Epoch [50][520/3757] lr: 1.000e-03, eta: 1 day, 2:40:04, time: 0.234, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7898, loss_cls: 1.8504, loss: 1.8504, grad_norm: 4.2781 2021-01-30 04:57:54,289 - mmaction - INFO - Epoch [50][540/3757] lr: 1.000e-03, eta: 1 day, 2:39:48, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7945, loss_cls: 1.8258, loss: 1.8258, grad_norm: 4.1338 2021-01-30 04:57:59,526 - mmaction - INFO - Epoch [50][560/3757] lr: 1.000e-03, eta: 1 day, 2:39:33, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8063, loss_cls: 1.7980, loss: 1.7980, grad_norm: 4.0827 2021-01-30 04:58:04,123 - mmaction - INFO - Epoch [50][580/3757] lr: 1.000e-03, eta: 1 day, 2:39:17, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7859, loss_cls: 1.8162, loss: 1.8162, grad_norm: 4.1279 2021-01-30 04:58:09,502 - mmaction - INFO - Epoch [50][600/3757] lr: 1.000e-03, eta: 1 day, 2:39:02, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7883, loss_cls: 1.7761, loss: 1.7761, grad_norm: 4.1538 2021-01-30 04:58:14,944 - mmaction - INFO - Epoch [50][620/3757] lr: 1.000e-03, eta: 1 day, 2:38:48, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.8074, loss: 1.8074, grad_norm: 4.1401 2021-01-30 04:58:19,707 - mmaction - INFO - Epoch [50][640/3757] lr: 1.000e-03, eta: 1 day, 2:38:32, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.7446, loss: 1.7446, grad_norm: 4.1240 2021-01-30 04:58:25,031 - mmaction - INFO - Epoch [50][660/3757] lr: 1.000e-03, eta: 1 day, 2:38:17, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.6782, loss: 1.6782, grad_norm: 4.1451 2021-01-30 04:58:30,409 - mmaction - INFO - Epoch [50][680/3757] lr: 1.000e-03, eta: 1 day, 2:38:02, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8000, loss_cls: 1.7269, loss: 1.7269, grad_norm: 4.1532 2021-01-30 04:58:35,480 - mmaction - INFO - Epoch [50][700/3757] lr: 1.000e-03, eta: 1 day, 2:37:47, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7930, loss_cls: 1.8456, loss: 1.8456, grad_norm: 4.2600 2021-01-30 04:58:41,024 - mmaction - INFO - Epoch [50][720/3757] lr: 1.000e-03, eta: 1 day, 2:37:32, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8039, loss_cls: 1.7945, loss: 1.7945, grad_norm: 4.2974 2021-01-30 04:58:46,340 - mmaction - INFO - Epoch [50][740/3757] lr: 1.000e-03, eta: 1 day, 2:37:18, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.8016, loss_cls: 1.7689, loss: 1.7689, grad_norm: 4.2506 2021-01-30 04:58:52,104 - mmaction - INFO - Epoch [50][760/3757] lr: 1.000e-03, eta: 1 day, 2:37:03, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7961, loss_cls: 1.8226, loss: 1.8226, grad_norm: 4.2753 2021-01-30 04:58:57,560 - mmaction - INFO - Epoch [50][780/3757] lr: 1.000e-03, eta: 1 day, 2:36:48, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.6830, loss: 1.6830, grad_norm: 4.0988 2021-01-30 04:59:03,323 - mmaction - INFO - Epoch [50][800/3757] lr: 1.000e-03, eta: 1 day, 2:36:34, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.7984, loss_cls: 1.7015, loss: 1.7015, grad_norm: 4.0257 2021-01-30 04:59:09,337 - mmaction - INFO - Epoch [50][820/3757] lr: 1.000e-03, eta: 1 day, 2:36:20, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7977, loss_cls: 1.7822, loss: 1.7822, grad_norm: 4.1898 2021-01-30 04:59:14,832 - mmaction - INFO - Epoch [50][840/3757] lr: 1.000e-03, eta: 1 day, 2:36:05, time: 0.275, data_time: 0.005, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7812, loss_cls: 1.8671, loss: 1.8671, grad_norm: 4.3321 2021-01-30 04:59:20,096 - mmaction - INFO - Epoch [50][860/3757] lr: 1.000e-03, eta: 1 day, 2:35:50, time: 0.263, data_time: 0.000, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8086, loss_cls: 1.7107, loss: 1.7107, grad_norm: 4.1705 2021-01-30 04:59:26,576 - mmaction - INFO - Epoch [50][880/3757] lr: 1.000e-03, eta: 1 day, 2:35:36, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5430, top5_acc: 0.7727, loss_cls: 1.8944, loss: 1.8944, grad_norm: 4.3192 2021-01-30 04:59:32,565 - mmaction - INFO - Epoch [50][900/3757] lr: 1.000e-03, eta: 1 day, 2:35:22, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7883, loss_cls: 1.7817, loss: 1.7817, grad_norm: 4.1543 2021-01-30 04:59:38,150 - mmaction - INFO - Epoch [50][920/3757] lr: 1.000e-03, eta: 1 day, 2:35:07, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7914, loss_cls: 1.7803, loss: 1.7803, grad_norm: 4.1208 2021-01-30 04:59:43,572 - mmaction - INFO - Epoch [50][940/3757] lr: 1.000e-03, eta: 1 day, 2:34:53, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7961, loss_cls: 1.8306, loss: 1.8306, grad_norm: 4.1222 2021-01-30 04:59:49,770 - mmaction - INFO - Epoch [50][960/3757] lr: 1.000e-03, eta: 1 day, 2:34:39, time: 0.310, data_time: 0.004, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7922, loss_cls: 1.7411, loss: 1.7411, grad_norm: 4.0168 2021-01-30 04:59:56,048 - mmaction - INFO - Epoch [50][980/3757] lr: 1.000e-03, eta: 1 day, 2:34:25, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8055, loss_cls: 1.7085, loss: 1.7085, grad_norm: 4.0204 2021-01-30 05:00:02,294 - mmaction - INFO - Epoch [50][1000/3757] lr: 1.000e-03, eta: 1 day, 2:34:11, time: 0.312, data_time: 0.003, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8639, loss: 1.8639, grad_norm: 4.3557 2021-01-30 05:00:08,412 - mmaction - INFO - Epoch [50][1020/3757] lr: 1.000e-03, eta: 1 day, 2:33:57, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7181, loss: 1.7181, grad_norm: 4.2249 2021-01-30 05:00:14,203 - mmaction - INFO - Epoch [50][1040/3757] lr: 1.000e-03, eta: 1 day, 2:33:42, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7781, loss_cls: 1.8429, loss: 1.8429, grad_norm: 4.3005 2021-01-30 05:00:19,603 - mmaction - INFO - Epoch [50][1060/3757] lr: 1.000e-03, eta: 1 day, 2:33:27, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7875, loss_cls: 1.8022, loss: 1.8022, grad_norm: 4.1453 2021-01-30 05:00:25,896 - mmaction - INFO - Epoch [50][1080/3757] lr: 1.000e-03, eta: 1 day, 2:33:14, time: 0.317, data_time: 0.004, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.6308, loss: 1.6308, grad_norm: 4.0725 2021-01-30 05:00:32,154 - mmaction - INFO - Epoch [50][1100/3757] lr: 1.000e-03, eta: 1 day, 2:33:00, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8039, loss_cls: 1.7681, loss: 1.7681, grad_norm: 4.1700 2021-01-30 05:00:37,376 - mmaction - INFO - Epoch [50][1120/3757] lr: 1.000e-03, eta: 1 day, 2:32:45, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8055, loss_cls: 1.7216, loss: 1.7216, grad_norm: 4.1334 2021-01-30 05:00:43,488 - mmaction - INFO - Epoch [50][1140/3757] lr: 1.000e-03, eta: 1 day, 2:32:31, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7805, loss_cls: 1.8378, loss: 1.8378, grad_norm: 4.2353 2021-01-30 05:00:49,402 - mmaction - INFO - Epoch [50][1160/3757] lr: 1.000e-03, eta: 1 day, 2:32:16, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.7733, loss: 1.7733, grad_norm: 4.1761 2021-01-30 05:00:55,032 - mmaction - INFO - Epoch [50][1180/3757] lr: 1.000e-03, eta: 1 day, 2:32:02, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.7904, loss: 1.7904, grad_norm: 4.2168 2021-01-30 05:01:00,874 - mmaction - INFO - Epoch [50][1200/3757] lr: 1.000e-03, eta: 1 day, 2:31:47, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7805, loss_cls: 1.8945, loss: 1.8945, grad_norm: 4.2214 2021-01-30 05:01:07,210 - mmaction - INFO - Epoch [50][1220/3757] lr: 1.000e-03, eta: 1 day, 2:31:34, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7906, loss_cls: 1.7782, loss: 1.7782, grad_norm: 3.9512 2021-01-30 05:01:13,122 - mmaction - INFO - Epoch [50][1240/3757] lr: 1.000e-03, eta: 1 day, 2:31:19, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.7923, loss: 1.7923, grad_norm: 4.0605 2021-01-30 05:01:19,072 - mmaction - INFO - Epoch [50][1260/3757] lr: 1.000e-03, eta: 1 day, 2:31:05, time: 0.298, data_time: 0.005, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.7284, loss: 1.7284, grad_norm: 4.0792 2021-01-30 05:01:25,109 - mmaction - INFO - Epoch [50][1280/3757] lr: 1.000e-03, eta: 1 day, 2:30:51, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8180, loss_cls: 1.6244, loss: 1.6244, grad_norm: 3.9264 2021-01-30 05:01:31,176 - mmaction - INFO - Epoch [50][1300/3757] lr: 1.000e-03, eta: 1 day, 2:30:37, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7945, loss_cls: 1.7990, loss: 1.7990, grad_norm: 4.3390 2021-01-30 05:01:36,564 - mmaction - INFO - Epoch [50][1320/3757] lr: 1.000e-03, eta: 1 day, 2:30:22, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7590, loss: 1.7590, grad_norm: 4.1413 2021-01-30 05:01:43,294 - mmaction - INFO - Epoch [50][1340/3757] lr: 1.000e-03, eta: 1 day, 2:30:09, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8125, loss_cls: 1.6954, loss: 1.6954, grad_norm: 4.1363 2021-01-30 05:01:49,632 - mmaction - INFO - Epoch [50][1360/3757] lr: 1.000e-03, eta: 1 day, 2:29:55, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7836, loss_cls: 1.8093, loss: 1.8093, grad_norm: 4.2205 2021-01-30 05:01:56,201 - mmaction - INFO - Epoch [50][1380/3757] lr: 1.000e-03, eta: 1 day, 2:29:41, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8125, loss_cls: 1.7315, loss: 1.7315, grad_norm: 4.1496 2021-01-30 05:02:02,186 - mmaction - INFO - Epoch [50][1400/3757] lr: 1.000e-03, eta: 1 day, 2:29:27, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7758, loss_cls: 1.8680, loss: 1.8680, grad_norm: 4.2494 2021-01-30 05:02:08,432 - mmaction - INFO - Epoch [50][1420/3757] lr: 1.000e-03, eta: 1 day, 2:29:13, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.7188, loss: 1.7188, grad_norm: 4.0973 2021-01-30 05:02:14,226 - mmaction - INFO - Epoch [50][1440/3757] lr: 1.000e-03, eta: 1 day, 2:28:59, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7160, loss: 1.7160, grad_norm: 4.1439 2021-01-30 05:02:19,990 - mmaction - INFO - Epoch [50][1460/3757] lr: 1.000e-03, eta: 1 day, 2:28:44, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.7974, loss: 1.7974, grad_norm: 4.2336 2021-01-30 05:02:25,717 - mmaction - INFO - Epoch [50][1480/3757] lr: 1.000e-03, eta: 1 day, 2:28:30, time: 0.289, data_time: 0.006, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8211, loss_cls: 1.7163, loss: 1.7163, grad_norm: 4.1705 2021-01-30 05:02:31,740 - mmaction - INFO - Epoch [50][1500/3757] lr: 1.000e-03, eta: 1 day, 2:28:16, time: 0.301, data_time: 0.000, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.7934, loss: 1.7934, grad_norm: 4.2110 2021-01-30 05:02:37,567 - mmaction - INFO - Epoch [50][1520/3757] lr: 1.000e-03, eta: 1 day, 2:28:02, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8102, loss_cls: 1.7185, loss: 1.7185, grad_norm: 4.1056 2021-01-30 05:02:43,519 - mmaction - INFO - Epoch [50][1540/3757] lr: 1.000e-03, eta: 1 day, 2:27:47, time: 0.298, data_time: 0.000, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7977, loss_cls: 1.7836, loss: 1.7836, grad_norm: 4.3358 2021-01-30 05:02:49,578 - mmaction - INFO - Epoch [50][1560/3757] lr: 1.000e-03, eta: 1 day, 2:27:33, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7883, loss_cls: 1.8464, loss: 1.8464, grad_norm: 4.2786 2021-01-30 05:02:55,394 - mmaction - INFO - Epoch [50][1580/3757] lr: 1.000e-03, eta: 1 day, 2:27:19, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7953, loss_cls: 1.7609, loss: 1.7609, grad_norm: 4.0915 2021-01-30 05:03:01,402 - mmaction - INFO - Epoch [50][1600/3757] lr: 1.000e-03, eta: 1 day, 2:27:05, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7695, loss_cls: 1.8671, loss: 1.8671, grad_norm: 4.2178 2021-01-30 05:03:07,134 - mmaction - INFO - Epoch [50][1620/3757] lr: 1.000e-03, eta: 1 day, 2:26:50, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7134, loss: 1.7134, grad_norm: 4.1609 2021-01-30 05:03:13,188 - mmaction - INFO - Epoch [50][1640/3757] lr: 1.000e-03, eta: 1 day, 2:26:36, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8195, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.2099 2021-01-30 05:03:19,215 - mmaction - INFO - Epoch [50][1660/3757] lr: 1.000e-03, eta: 1 day, 2:26:22, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7883, loss_cls: 1.7715, loss: 1.7715, grad_norm: 4.1918 2021-01-30 05:03:25,503 - mmaction - INFO - Epoch [50][1680/3757] lr: 1.000e-03, eta: 1 day, 2:26:08, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8086, loss_cls: 1.7445, loss: 1.7445, grad_norm: 4.2136 2021-01-30 05:03:31,292 - mmaction - INFO - Epoch [50][1700/3757] lr: 1.000e-03, eta: 1 day, 2:25:54, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7828, loss_cls: 1.8467, loss: 1.8467, grad_norm: 4.2363 2021-01-30 05:03:37,340 - mmaction - INFO - Epoch [50][1720/3757] lr: 1.000e-03, eta: 1 day, 2:25:40, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8102, loss_cls: 1.7743, loss: 1.7743, grad_norm: 4.1839 2021-01-30 05:03:43,207 - mmaction - INFO - Epoch [50][1740/3757] lr: 1.000e-03, eta: 1 day, 2:25:26, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7867, loss_cls: 1.7850, loss: 1.7850, grad_norm: 4.0955 2021-01-30 05:03:49,956 - mmaction - INFO - Epoch [50][1760/3757] lr: 1.000e-03, eta: 1 day, 2:25:12, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8203, loss_cls: 1.6883, loss: 1.6883, grad_norm: 4.1234 2021-01-30 05:03:56,074 - mmaction - INFO - Epoch [50][1780/3757] lr: 1.000e-03, eta: 1 day, 2:24:58, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.8019, loss: 1.8019, grad_norm: 4.2501 2021-01-30 05:04:02,518 - mmaction - INFO - Epoch [50][1800/3757] lr: 1.000e-03, eta: 1 day, 2:24:45, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8102, loss_cls: 1.6925, loss: 1.6925, grad_norm: 4.1682 2021-01-30 05:04:08,754 - mmaction - INFO - Epoch [50][1820/3757] lr: 1.000e-03, eta: 1 day, 2:24:31, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8156, loss_cls: 1.7617, loss: 1.7617, grad_norm: 4.2547 2021-01-30 05:04:14,460 - mmaction - INFO - Epoch [50][1840/3757] lr: 1.000e-03, eta: 1 day, 2:24:16, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8367, loss_cls: 1.6250, loss: 1.6250, grad_norm: 4.1517 2021-01-30 05:04:21,075 - mmaction - INFO - Epoch [50][1860/3757] lr: 1.000e-03, eta: 1 day, 2:24:03, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8156, loss_cls: 1.7302, loss: 1.7302, grad_norm: 4.2914 2021-01-30 05:04:27,840 - mmaction - INFO - Epoch [50][1880/3757] lr: 1.000e-03, eta: 1 day, 2:23:50, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7852, loss_cls: 1.7949, loss: 1.7949, grad_norm: 4.3258 2021-01-30 05:04:33,439 - mmaction - INFO - Epoch [50][1900/3757] lr: 1.000e-03, eta: 1 day, 2:23:35, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.8008, loss_cls: 1.8047, loss: 1.8047, grad_norm: 4.2617 2021-01-30 05:04:39,501 - mmaction - INFO - Epoch [50][1920/3757] lr: 1.000e-03, eta: 1 day, 2:23:21, time: 0.304, data_time: 0.004, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.7921, loss: 1.7921, grad_norm: 4.1442 2021-01-30 05:04:45,376 - mmaction - INFO - Epoch [50][1940/3757] lr: 1.000e-03, eta: 1 day, 2:23:07, time: 0.293, data_time: 0.000, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8109, loss_cls: 1.7671, loss: 1.7671, grad_norm: 4.1687 2021-01-30 05:04:51,682 - mmaction - INFO - Epoch [50][1960/3757] lr: 1.000e-03, eta: 1 day, 2:22:53, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8016, loss_cls: 1.7699, loss: 1.7699, grad_norm: 4.1038 2021-01-30 05:04:57,699 - mmaction - INFO - Epoch [50][1980/3757] lr: 1.000e-03, eta: 1 day, 2:22:39, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.6979, loss: 1.6979, grad_norm: 4.0504 2021-01-30 05:05:03,353 - mmaction - INFO - Epoch [50][2000/3757] lr: 1.000e-03, eta: 1 day, 2:22:24, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.7049, loss: 1.7049, grad_norm: 4.1079 2021-01-30 05:05:09,222 - mmaction - INFO - Epoch [50][2020/3757] lr: 1.000e-03, eta: 1 day, 2:22:10, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7867, loss_cls: 1.8129, loss: 1.8129, grad_norm: 4.2765 2021-01-30 05:05:15,472 - mmaction - INFO - Epoch [50][2040/3757] lr: 1.000e-03, eta: 1 day, 2:21:56, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8023, loss_cls: 1.7063, loss: 1.7063, grad_norm: 4.1481 2021-01-30 05:05:21,755 - mmaction - INFO - Epoch [50][2060/3757] lr: 1.000e-03, eta: 1 day, 2:21:42, time: 0.313, data_time: 0.000, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8000, loss_cls: 1.8333, loss: 1.8333, grad_norm: 4.2701 2021-01-30 05:05:27,851 - mmaction - INFO - Epoch [50][2080/3757] lr: 1.000e-03, eta: 1 day, 2:21:28, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7937, loss_cls: 1.7605, loss: 1.7605, grad_norm: 4.1057 2021-01-30 05:05:34,164 - mmaction - INFO - Epoch [50][2100/3757] lr: 1.000e-03, eta: 1 day, 2:21:15, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7852, loss_cls: 1.8235, loss: 1.8235, grad_norm: 4.2020 2021-01-30 05:05:40,274 - mmaction - INFO - Epoch [50][2120/3757] lr: 1.000e-03, eta: 1 day, 2:21:01, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7937, loss_cls: 1.7506, loss: 1.7506, grad_norm: 4.0910 2021-01-30 05:05:46,567 - mmaction - INFO - Epoch [50][2140/3757] lr: 1.000e-03, eta: 1 day, 2:20:47, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8078, loss_cls: 1.6696, loss: 1.6696, grad_norm: 4.0142 2021-01-30 05:05:52,522 - mmaction - INFO - Epoch [50][2160/3757] lr: 1.000e-03, eta: 1 day, 2:20:33, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7977, loss_cls: 1.7918, loss: 1.7918, grad_norm: 4.1008 2021-01-30 05:05:59,269 - mmaction - INFO - Epoch [50][2180/3757] lr: 1.000e-03, eta: 1 day, 2:20:19, time: 0.337, data_time: 0.000, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8070, loss_cls: 1.7471, loss: 1.7471, grad_norm: 4.0783 2021-01-30 05:06:05,528 - mmaction - INFO - Epoch [50][2200/3757] lr: 1.000e-03, eta: 1 day, 2:20:06, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7961, loss_cls: 1.7965, loss: 1.7965, grad_norm: 4.1894 2021-01-30 05:06:11,684 - mmaction - INFO - Epoch [50][2220/3757] lr: 1.000e-03, eta: 1 day, 2:19:52, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7992, loss_cls: 1.7133, loss: 1.7133, grad_norm: 4.2065 2021-01-30 05:06:18,015 - mmaction - INFO - Epoch [50][2240/3757] lr: 1.000e-03, eta: 1 day, 2:19:38, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8102, loss_cls: 1.6662, loss: 1.6662, grad_norm: 4.1042 2021-01-30 05:06:23,931 - mmaction - INFO - Epoch [50][2260/3757] lr: 1.000e-03, eta: 1 day, 2:19:24, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7648, loss: 1.7648, grad_norm: 4.2625 2021-01-30 05:06:29,778 - mmaction - INFO - Epoch [50][2280/3757] lr: 1.000e-03, eta: 1 day, 2:19:10, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7836, loss_cls: 1.7771, loss: 1.7771, grad_norm: 4.1343 2021-01-30 05:06:35,777 - mmaction - INFO - Epoch [50][2300/3757] lr: 1.000e-03, eta: 1 day, 2:18:55, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.7712, loss: 1.7712, grad_norm: 4.0705 2021-01-30 05:06:41,506 - mmaction - INFO - Epoch [50][2320/3757] lr: 1.000e-03, eta: 1 day, 2:18:41, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7930, loss_cls: 1.8300, loss: 1.8300, grad_norm: 4.0985 2021-01-30 05:06:47,852 - mmaction - INFO - Epoch [50][2340/3757] lr: 1.000e-03, eta: 1 day, 2:18:27, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.7761, loss: 1.7761, grad_norm: 4.1512 2021-01-30 05:06:53,986 - mmaction - INFO - Epoch [50][2360/3757] lr: 1.000e-03, eta: 1 day, 2:18:13, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8148, loss_cls: 1.6832, loss: 1.6832, grad_norm: 4.0065 2021-01-30 05:07:00,174 - mmaction - INFO - Epoch [50][2380/3757] lr: 1.000e-03, eta: 1 day, 2:18:00, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8063, loss_cls: 1.7910, loss: 1.7910, grad_norm: 4.2160 2021-01-30 05:07:06,133 - mmaction - INFO - Epoch [50][2400/3757] lr: 1.000e-03, eta: 1 day, 2:17:45, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8250, loss_cls: 1.7015, loss: 1.7015, grad_norm: 4.2451 2021-01-30 05:07:12,299 - mmaction - INFO - Epoch [50][2420/3757] lr: 1.000e-03, eta: 1 day, 2:17:32, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7867, loss_cls: 1.8471, loss: 1.8471, grad_norm: 4.2888 2021-01-30 05:07:19,130 - mmaction - INFO - Epoch [50][2440/3757] lr: 1.000e-03, eta: 1 day, 2:17:18, time: 0.342, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8078, loss_cls: 1.6564, loss: 1.6564, grad_norm: 4.0272 2021-01-30 05:07:25,508 - mmaction - INFO - Epoch [50][2460/3757] lr: 1.000e-03, eta: 1 day, 2:17:05, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7438, loss: 1.7438, grad_norm: 4.1301 2021-01-30 05:07:30,997 - mmaction - INFO - Epoch [50][2480/3757] lr: 1.000e-03, eta: 1 day, 2:16:50, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7742, loss_cls: 1.8421, loss: 1.8421, grad_norm: 4.2555 2021-01-30 05:07:37,248 - mmaction - INFO - Epoch [50][2500/3757] lr: 1.000e-03, eta: 1 day, 2:16:36, time: 0.312, data_time: 0.000, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7945, loss_cls: 1.7639, loss: 1.7639, grad_norm: 4.1598 2021-01-30 05:07:43,447 - mmaction - INFO - Epoch [50][2520/3757] lr: 1.000e-03, eta: 1 day, 2:16:22, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.8006, loss: 1.8006, grad_norm: 4.2259 2021-01-30 05:07:49,958 - mmaction - INFO - Epoch [50][2540/3757] lr: 1.000e-03, eta: 1 day, 2:16:09, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7953, loss_cls: 1.7531, loss: 1.7531, grad_norm: 4.1644 2021-01-30 05:07:56,238 - mmaction - INFO - Epoch [50][2560/3757] lr: 1.000e-03, eta: 1 day, 2:15:55, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7734, loss_cls: 1.8708, loss: 1.8708, grad_norm: 4.1904 2021-01-30 05:08:02,768 - mmaction - INFO - Epoch [50][2580/3757] lr: 1.000e-03, eta: 1 day, 2:15:42, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7898, loss_cls: 1.8077, loss: 1.8077, grad_norm: 4.2567 2021-01-30 05:08:08,773 - mmaction - INFO - Epoch [50][2600/3757] lr: 1.000e-03, eta: 1 day, 2:15:27, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8055, loss_cls: 1.7819, loss: 1.7819, grad_norm: 4.1371 2021-01-30 05:08:14,794 - mmaction - INFO - Epoch [50][2620/3757] lr: 1.000e-03, eta: 1 day, 2:15:13, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8086, loss_cls: 1.7310, loss: 1.7310, grad_norm: 4.1110 2021-01-30 05:08:20,963 - mmaction - INFO - Epoch [50][2640/3757] lr: 1.000e-03, eta: 1 day, 2:15:00, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.8079, loss: 1.8079, grad_norm: 4.2316 2021-01-30 05:08:26,687 - mmaction - INFO - Epoch [50][2660/3757] lr: 1.000e-03, eta: 1 day, 2:14:45, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.7779, loss: 1.7779, grad_norm: 4.0873 2021-01-30 05:08:33,064 - mmaction - INFO - Epoch [50][2680/3757] lr: 1.000e-03, eta: 1 day, 2:14:32, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7977, loss_cls: 1.7784, loss: 1.7784, grad_norm: 4.1819 2021-01-30 05:08:38,910 - mmaction - INFO - Epoch [50][2700/3757] lr: 1.000e-03, eta: 1 day, 2:14:17, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7891, loss_cls: 1.7660, loss: 1.7660, grad_norm: 4.2139 2021-01-30 05:08:45,008 - mmaction - INFO - Epoch [50][2720/3757] lr: 1.000e-03, eta: 1 day, 2:14:03, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7930, loss_cls: 1.7777, loss: 1.7777, grad_norm: 4.2470 2021-01-30 05:08:51,438 - mmaction - INFO - Epoch [50][2740/3757] lr: 1.000e-03, eta: 1 day, 2:13:50, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7883, loss_cls: 1.8056, loss: 1.8056, grad_norm: 4.1586 2021-01-30 05:08:57,915 - mmaction - INFO - Epoch [50][2760/3757] lr: 1.000e-03, eta: 1 day, 2:13:36, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8016, loss_cls: 1.8066, loss: 1.8066, grad_norm: 4.2741 2021-01-30 05:09:04,203 - mmaction - INFO - Epoch [50][2780/3757] lr: 1.000e-03, eta: 1 day, 2:13:22, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8070, loss_cls: 1.7153, loss: 1.7153, grad_norm: 4.0499 2021-01-30 05:09:10,607 - mmaction - INFO - Epoch [50][2800/3757] lr: 1.000e-03, eta: 1 day, 2:13:09, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8031, loss_cls: 1.6994, loss: 1.6994, grad_norm: 4.0694 2021-01-30 05:09:16,124 - mmaction - INFO - Epoch [50][2820/3757] lr: 1.000e-03, eta: 1 day, 2:12:54, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7630, loss: 1.7630, grad_norm: 4.2914 2021-01-30 05:09:22,785 - mmaction - INFO - Epoch [50][2840/3757] lr: 1.000e-03, eta: 1 day, 2:12:41, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7977, loss_cls: 1.8175, loss: 1.8175, grad_norm: 4.1941 2021-01-30 05:09:29,242 - mmaction - INFO - Epoch [50][2860/3757] lr: 1.000e-03, eta: 1 day, 2:12:27, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7977, loss_cls: 1.7633, loss: 1.7633, grad_norm: 4.0396 2021-01-30 05:09:35,616 - mmaction - INFO - Epoch [50][2880/3757] lr: 1.000e-03, eta: 1 day, 2:12:14, time: 0.319, data_time: 0.004, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7805, loss_cls: 1.8239, loss: 1.8239, grad_norm: 4.2476 2021-01-30 05:09:42,057 - mmaction - INFO - Epoch [50][2900/3757] lr: 1.000e-03, eta: 1 day, 2:12:00, time: 0.322, data_time: 0.000, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8180, loss_cls: 1.7180, loss: 1.7180, grad_norm: 4.1486 2021-01-30 05:09:47,711 - mmaction - INFO - Epoch [50][2920/3757] lr: 1.000e-03, eta: 1 day, 2:11:46, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7937, loss_cls: 1.8098, loss: 1.8098, grad_norm: 4.2269 2021-01-30 05:09:53,752 - mmaction - INFO - Epoch [50][2940/3757] lr: 1.000e-03, eta: 1 day, 2:11:32, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8109, loss_cls: 1.6906, loss: 1.6906, grad_norm: 4.1791 2021-01-30 05:10:00,014 - mmaction - INFO - Epoch [50][2960/3757] lr: 1.000e-03, eta: 1 day, 2:11:18, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7898, loss_cls: 1.8722, loss: 1.8722, grad_norm: 4.3182 2021-01-30 05:10:05,718 - mmaction - INFO - Epoch [50][2980/3757] lr: 1.000e-03, eta: 1 day, 2:11:04, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8102, loss_cls: 1.7734, loss: 1.7734, grad_norm: 4.1436 2021-01-30 05:10:11,889 - mmaction - INFO - Epoch [50][3000/3757] lr: 1.000e-03, eta: 1 day, 2:10:50, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5430, top5_acc: 0.7609, loss_cls: 1.9375, loss: 1.9375, grad_norm: 4.3032 2021-01-30 05:10:18,191 - mmaction - INFO - Epoch [50][3020/3757] lr: 1.000e-03, eta: 1 day, 2:10:36, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8172, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.0820 2021-01-30 05:10:25,106 - mmaction - INFO - Epoch [50][3040/3757] lr: 1.000e-03, eta: 1 day, 2:10:23, time: 0.346, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8156, loss_cls: 1.7119, loss: 1.7119, grad_norm: 4.2085 2021-01-30 05:10:31,059 - mmaction - INFO - Epoch [50][3060/3757] lr: 1.000e-03, eta: 1 day, 2:10:09, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7696, loss: 1.7696, grad_norm: 4.1993 2021-01-30 05:10:37,724 - mmaction - INFO - Epoch [50][3080/3757] lr: 1.000e-03, eta: 1 day, 2:09:56, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7969, loss_cls: 1.7854, loss: 1.7854, grad_norm: 4.1459 2021-01-30 05:10:43,922 - mmaction - INFO - Epoch [50][3100/3757] lr: 1.000e-03, eta: 1 day, 2:09:42, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8164, loss_cls: 1.6836, loss: 1.6836, grad_norm: 4.1414 2021-01-30 05:10:49,966 - mmaction - INFO - Epoch [50][3120/3757] lr: 1.000e-03, eta: 1 day, 2:09:28, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8039, loss_cls: 1.7478, loss: 1.7478, grad_norm: 4.1519 2021-01-30 05:10:56,498 - mmaction - INFO - Epoch [50][3140/3757] lr: 1.000e-03, eta: 1 day, 2:09:14, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7953, loss_cls: 1.7993, loss: 1.7993, grad_norm: 4.1710 2021-01-30 05:11:02,156 - mmaction - INFO - Epoch [50][3160/3757] lr: 1.000e-03, eta: 1 day, 2:09:00, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7661, loss: 1.7661, grad_norm: 4.1759 2021-01-30 05:11:08,700 - mmaction - INFO - Epoch [50][3180/3757] lr: 1.000e-03, eta: 1 day, 2:08:47, time: 0.327, data_time: 0.000, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7906, loss_cls: 1.7668, loss: 1.7668, grad_norm: 4.1903 2021-01-30 05:11:14,825 - mmaction - INFO - Epoch [50][3200/3757] lr: 1.000e-03, eta: 1 day, 2:08:33, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7812, loss_cls: 1.8677, loss: 1.8677, grad_norm: 4.2238 2021-01-30 05:11:21,043 - mmaction - INFO - Epoch [50][3220/3757] lr: 1.000e-03, eta: 1 day, 2:08:19, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7969, loss_cls: 1.7029, loss: 1.7029, grad_norm: 4.0847 2021-01-30 05:11:27,287 - mmaction - INFO - Epoch [50][3240/3757] lr: 1.000e-03, eta: 1 day, 2:08:05, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7797, loss_cls: 1.8354, loss: 1.8354, grad_norm: 4.1706 2021-01-30 05:11:34,312 - mmaction - INFO - Epoch [50][3260/3757] lr: 1.000e-03, eta: 1 day, 2:07:52, time: 0.351, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7867, loss_cls: 1.8320, loss: 1.8320, grad_norm: 4.2258 2021-01-30 05:11:40,128 - mmaction - INFO - Epoch [50][3280/3757] lr: 1.000e-03, eta: 1 day, 2:07:38, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5625, top5_acc: 0.8055, loss_cls: 1.7750, loss: 1.7750, grad_norm: 4.1801 2021-01-30 05:11:45,694 - mmaction - INFO - Epoch [50][3300/3757] lr: 1.000e-03, eta: 1 day, 2:07:24, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7634, loss: 1.7634, grad_norm: 4.1343 2021-01-30 05:11:51,641 - mmaction - INFO - Epoch [50][3320/3757] lr: 1.000e-03, eta: 1 day, 2:07:10, time: 0.299, data_time: 0.005, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7836, loss_cls: 1.8172, loss: 1.8172, grad_norm: 4.1795 2021-01-30 05:11:58,134 - mmaction - INFO - Epoch [50][3340/3757] lr: 1.000e-03, eta: 1 day, 2:06:56, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7922, loss_cls: 1.8037, loss: 1.8037, grad_norm: 4.1785 2021-01-30 05:12:04,176 - mmaction - INFO - Epoch [50][3360/3757] lr: 1.000e-03, eta: 1 day, 2:06:42, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8156, loss_cls: 1.6867, loss: 1.6867, grad_norm: 4.1108 2021-01-30 05:12:10,344 - mmaction - INFO - Epoch [50][3380/3757] lr: 1.000e-03, eta: 1 day, 2:06:28, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8156, loss_cls: 1.7098, loss: 1.7098, grad_norm: 4.2310 2021-01-30 05:12:16,491 - mmaction - INFO - Epoch [50][3400/3757] lr: 1.000e-03, eta: 1 day, 2:06:14, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7875, loss_cls: 1.8440, loss: 1.8440, grad_norm: 4.3798 2021-01-30 05:12:22,786 - mmaction - INFO - Epoch [50][3420/3757] lr: 1.000e-03, eta: 1 day, 2:06:01, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8031, loss_cls: 1.7344, loss: 1.7344, grad_norm: 4.2397 2021-01-30 05:12:28,642 - mmaction - INFO - Epoch [50][3440/3757] lr: 1.000e-03, eta: 1 day, 2:05:47, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8086, loss_cls: 1.7329, loss: 1.7329, grad_norm: 4.2393 2021-01-30 05:12:34,715 - mmaction - INFO - Epoch [50][3460/3757] lr: 1.000e-03, eta: 1 day, 2:05:33, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8148, loss_cls: 1.6332, loss: 1.6332, grad_norm: 4.1201 2021-01-30 05:12:40,773 - mmaction - INFO - Epoch [50][3480/3757] lr: 1.000e-03, eta: 1 day, 2:05:19, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.6983, loss: 1.6983, grad_norm: 4.1029 2021-01-30 05:12:46,885 - mmaction - INFO - Epoch [50][3500/3757] lr: 1.000e-03, eta: 1 day, 2:05:05, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.7655, loss: 1.7655, grad_norm: 4.2374 2021-01-30 05:12:53,503 - mmaction - INFO - Epoch [50][3520/3757] lr: 1.000e-03, eta: 1 day, 2:04:52, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7906, loss_cls: 1.7588, loss: 1.7588, grad_norm: 4.1810 2021-01-30 05:12:59,444 - mmaction - INFO - Epoch [50][3540/3757] lr: 1.000e-03, eta: 1 day, 2:04:37, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8000, loss_cls: 1.7532, loss: 1.7532, grad_norm: 4.3694 2021-01-30 05:13:05,331 - mmaction - INFO - Epoch [50][3560/3757] lr: 1.000e-03, eta: 1 day, 2:04:23, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.7779, loss: 1.7779, grad_norm: 4.2480 2021-01-30 05:13:12,144 - mmaction - INFO - Epoch [50][3580/3757] lr: 1.000e-03, eta: 1 day, 2:04:10, time: 0.340, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8125, loss_cls: 1.7474, loss: 1.7474, grad_norm: 4.1113 2021-01-30 05:13:18,987 - mmaction - INFO - Epoch [50][3600/3757] lr: 1.000e-03, eta: 1 day, 2:03:57, time: 0.343, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8023, loss_cls: 1.7092, loss: 1.7092, grad_norm: 4.1043 2021-01-30 05:13:25,205 - mmaction - INFO - Epoch [50][3620/3757] lr: 1.000e-03, eta: 1 day, 2:03:43, time: 0.311, data_time: 0.003, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7914, loss_cls: 1.8402, loss: 1.8402, grad_norm: 4.4392 2021-01-30 05:13:31,568 - mmaction - INFO - Epoch [50][3640/3757] lr: 1.000e-03, eta: 1 day, 2:03:30, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.6669, loss: 1.6669, grad_norm: 4.1425 2021-01-30 05:13:37,200 - mmaction - INFO - Epoch [50][3660/3757] lr: 1.000e-03, eta: 1 day, 2:03:15, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7773, loss_cls: 1.8686, loss: 1.8686, grad_norm: 4.2496 2021-01-30 05:13:43,763 - mmaction - INFO - Epoch [50][3680/3757] lr: 1.000e-03, eta: 1 day, 2:03:02, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7984, loss_cls: 1.8247, loss: 1.8247, grad_norm: 4.2575 2021-01-30 05:13:50,179 - mmaction - INFO - Epoch [50][3700/3757] lr: 1.000e-03, eta: 1 day, 2:02:48, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7906, loss_cls: 1.7704, loss: 1.7704, grad_norm: 4.0352 2021-01-30 05:13:56,668 - mmaction - INFO - Epoch [50][3720/3757] lr: 1.000e-03, eta: 1 day, 2:02:35, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8148, loss_cls: 1.6571, loss: 1.6571, grad_norm: 4.0720 2021-01-30 05:14:02,620 - mmaction - INFO - Epoch [50][3740/3757] lr: 1.000e-03, eta: 1 day, 2:02:21, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8125, loss_cls: 1.7435, loss: 1.7435, grad_norm: 4.1458 2021-01-30 05:14:25,441 - mmaction - INFO - Saving checkpoint at 50 epochs 2021-01-30 05:25:38,173 - mmaction - INFO - Epoch [51][20/3757] lr: 1.000e-03, eta: 1 day, 2:12:56, time: 33.606, data_time: 33.191, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7961, loss_cls: 1.7694, loss: 1.7694, grad_norm: 4.1699 2021-01-30 05:25:42,448 - mmaction - INFO - Epoch [51][40/3757] lr: 1.000e-03, eta: 1 day, 2:12:41, time: 0.233, data_time: 0.023, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8086, loss_cls: 1.7207, loss: 1.7207, grad_norm: 4.1501 2021-01-30 05:25:46,596 - mmaction - INFO - Epoch [51][60/3757] lr: 1.000e-03, eta: 1 day, 2:12:25, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8000, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.2069 2021-01-30 05:25:50,797 - mmaction - INFO - Epoch [51][80/3757] lr: 1.000e-03, eta: 1 day, 2:12:09, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8125, loss_cls: 1.6960, loss: 1.6960, grad_norm: 4.2578 2021-01-30 05:25:54,958 - mmaction - INFO - Epoch [51][100/3757] lr: 1.000e-03, eta: 1 day, 2:11:53, time: 0.208, data_time: 0.004, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8023, loss_cls: 1.7241, loss: 1.7241, grad_norm: 4.2666 2021-01-30 05:25:59,092 - mmaction - INFO - Epoch [51][120/3757] lr: 1.000e-03, eta: 1 day, 2:11:37, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7622, loss: 1.7622, grad_norm: 4.2205 2021-01-30 05:26:03,334 - mmaction - INFO - Epoch [51][140/3757] lr: 1.000e-03, eta: 1 day, 2:11:21, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8117, loss_cls: 1.7329, loss: 1.7329, grad_norm: 4.2078 2021-01-30 05:26:07,418 - mmaction - INFO - Epoch [51][160/3757] lr: 1.000e-03, eta: 1 day, 2:11:05, time: 0.204, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7844, loss_cls: 1.7993, loss: 1.7993, grad_norm: 4.2147 2021-01-30 05:26:11,570 - mmaction - INFO - Epoch [51][180/3757] lr: 1.000e-03, eta: 1 day, 2:10:49, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8047, loss_cls: 1.6941, loss: 1.6941, grad_norm: 4.0900 2021-01-30 05:26:15,759 - mmaction - INFO - Epoch [51][200/3757] lr: 1.000e-03, eta: 1 day, 2:10:33, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7883, loss_cls: 1.7732, loss: 1.7732, grad_norm: 4.1404 2021-01-30 05:26:19,898 - mmaction - INFO - Epoch [51][220/3757] lr: 1.000e-03, eta: 1 day, 2:10:17, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7984, loss_cls: 1.7981, loss: 1.7981, grad_norm: 4.1732 2021-01-30 05:26:24,192 - mmaction - INFO - Epoch [51][240/3757] lr: 1.000e-03, eta: 1 day, 2:10:02, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8047, loss_cls: 1.7676, loss: 1.7676, grad_norm: 4.1353 2021-01-30 05:26:28,451 - mmaction - INFO - Epoch [51][260/3757] lr: 1.000e-03, eta: 1 day, 2:09:46, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7781, loss_cls: 1.8833, loss: 1.8833, grad_norm: 4.2260 2021-01-30 05:26:32,748 - mmaction - INFO - Epoch [51][280/3757] lr: 1.000e-03, eta: 1 day, 2:09:30, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8094, loss_cls: 1.7729, loss: 1.7729, grad_norm: 4.2997 2021-01-30 05:26:36,948 - mmaction - INFO - Epoch [51][300/3757] lr: 1.000e-03, eta: 1 day, 2:09:14, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.7505, loss: 1.7505, grad_norm: 4.1038 2021-01-30 05:26:41,172 - mmaction - INFO - Epoch [51][320/3757] lr: 1.000e-03, eta: 1 day, 2:08:58, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7312, loss: 1.7312, grad_norm: 4.1268 2021-01-30 05:26:45,470 - mmaction - INFO - Epoch [51][340/3757] lr: 1.000e-03, eta: 1 day, 2:08:42, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.7477, loss: 1.7477, grad_norm: 4.0940 2021-01-30 05:26:49,792 - mmaction - INFO - Epoch [51][360/3757] lr: 1.000e-03, eta: 1 day, 2:08:27, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8102, loss_cls: 1.7989, loss: 1.7989, grad_norm: 4.2372 2021-01-30 05:26:54,111 - mmaction - INFO - Epoch [51][380/3757] lr: 1.000e-03, eta: 1 day, 2:08:11, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8000, loss_cls: 1.8001, loss: 1.8001, grad_norm: 4.3117 2021-01-30 05:26:58,437 - mmaction - INFO - Epoch [51][400/3757] lr: 1.000e-03, eta: 1 day, 2:07:55, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7977, loss_cls: 1.7488, loss: 1.7488, grad_norm: 4.1408 2021-01-30 05:27:02,941 - mmaction - INFO - Epoch [51][420/3757] lr: 1.000e-03, eta: 1 day, 2:07:40, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7945, loss_cls: 1.8246, loss: 1.8246, grad_norm: 4.1922 2021-01-30 05:27:07,286 - mmaction - INFO - Epoch [51][440/3757] lr: 1.000e-03, eta: 1 day, 2:07:24, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7883, loss_cls: 1.8500, loss: 1.8500, grad_norm: 4.2265 2021-01-30 05:27:12,285 - mmaction - INFO - Epoch [51][460/3757] lr: 1.000e-03, eta: 1 day, 2:07:09, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8047, loss_cls: 1.7496, loss: 1.7496, grad_norm: 4.1177 2021-01-30 05:27:17,120 - mmaction - INFO - Epoch [51][480/3757] lr: 1.000e-03, eta: 1 day, 2:06:54, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8211, loss_cls: 1.7276, loss: 1.7276, grad_norm: 4.1300 2021-01-30 05:27:22,209 - mmaction - INFO - Epoch [51][500/3757] lr: 1.000e-03, eta: 1 day, 2:06:39, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7969, loss_cls: 1.7927, loss: 1.7927, grad_norm: 4.1855 2021-01-30 05:27:26,853 - mmaction - INFO - Epoch [51][520/3757] lr: 1.000e-03, eta: 1 day, 2:06:23, time: 0.232, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8297, loss_cls: 1.6217, loss: 1.6217, grad_norm: 3.9966 2021-01-30 05:27:31,785 - mmaction - INFO - Epoch [51][540/3757] lr: 1.000e-03, eta: 1 day, 2:06:08, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.7852, loss: 1.7852, grad_norm: 4.2709 2021-01-30 05:27:36,745 - mmaction - INFO - Epoch [51][560/3757] lr: 1.000e-03, eta: 1 day, 2:05:53, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8039, loss_cls: 1.6958, loss: 1.6958, grad_norm: 4.0775 2021-01-30 05:27:41,978 - mmaction - INFO - Epoch [51][580/3757] lr: 1.000e-03, eta: 1 day, 2:05:38, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.7664, loss: 1.7664, grad_norm: 4.1909 2021-01-30 05:27:47,089 - mmaction - INFO - Epoch [51][600/3757] lr: 1.000e-03, eta: 1 day, 2:05:24, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7906, loss_cls: 1.8346, loss: 1.8346, grad_norm: 4.2857 2021-01-30 05:27:52,008 - mmaction - INFO - Epoch [51][620/3757] lr: 1.000e-03, eta: 1 day, 2:05:08, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7797, loss_cls: 1.8042, loss: 1.8042, grad_norm: 4.1126 2021-01-30 05:27:57,899 - mmaction - INFO - Epoch [51][640/3757] lr: 1.000e-03, eta: 1 day, 2:04:54, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7898, loss_cls: 1.8076, loss: 1.8076, grad_norm: 4.1633 2021-01-30 05:28:03,294 - mmaction - INFO - Epoch [51][660/3757] lr: 1.000e-03, eta: 1 day, 2:04:40, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7914, loss_cls: 1.8251, loss: 1.8251, grad_norm: 4.2340 2021-01-30 05:28:08,397 - mmaction - INFO - Epoch [51][680/3757] lr: 1.000e-03, eta: 1 day, 2:04:25, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.7023, loss: 1.7023, grad_norm: 4.0704 2021-01-30 05:28:13,743 - mmaction - INFO - Epoch [51][700/3757] lr: 1.000e-03, eta: 1 day, 2:04:10, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8023, loss_cls: 1.8151, loss: 1.8151, grad_norm: 4.1848 2021-01-30 05:28:19,050 - mmaction - INFO - Epoch [51][720/3757] lr: 1.000e-03, eta: 1 day, 2:03:55, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.6601, loss: 1.6601, grad_norm: 4.1273 2021-01-30 05:28:24,750 - mmaction - INFO - Epoch [51][740/3757] lr: 1.000e-03, eta: 1 day, 2:03:41, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7836, loss_cls: 1.8270, loss: 1.8270, grad_norm: 4.1727 2021-01-30 05:28:30,670 - mmaction - INFO - Epoch [51][760/3757] lr: 1.000e-03, eta: 1 day, 2:03:27, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7867, loss_cls: 1.8182, loss: 1.8182, grad_norm: 4.3195 2021-01-30 05:28:36,498 - mmaction - INFO - Epoch [51][780/3757] lr: 1.000e-03, eta: 1 day, 2:03:13, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.7126, loss: 1.7126, grad_norm: 4.1928 2021-01-30 05:28:41,530 - mmaction - INFO - Epoch [51][800/3757] lr: 1.000e-03, eta: 1 day, 2:02:58, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7945, loss_cls: 1.8008, loss: 1.8008, grad_norm: 4.2973 2021-01-30 05:28:48,227 - mmaction - INFO - Epoch [51][820/3757] lr: 1.000e-03, eta: 1 day, 2:02:44, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7914, loss_cls: 1.8099, loss: 1.8099, grad_norm: 4.2638 2021-01-30 05:28:54,187 - mmaction - INFO - Epoch [51][840/3757] lr: 1.000e-03, eta: 1 day, 2:02:30, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8000, loss_cls: 1.7711, loss: 1.7711, grad_norm: 4.2249 2021-01-30 05:29:00,281 - mmaction - INFO - Epoch [51][860/3757] lr: 1.000e-03, eta: 1 day, 2:02:16, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7969, loss_cls: 1.7825, loss: 1.7825, grad_norm: 4.2767 2021-01-30 05:29:05,837 - mmaction - INFO - Epoch [51][880/3757] lr: 1.000e-03, eta: 1 day, 2:02:02, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8047, loss_cls: 1.7158, loss: 1.7158, grad_norm: 4.1888 2021-01-30 05:29:11,895 - mmaction - INFO - Epoch [51][900/3757] lr: 1.000e-03, eta: 1 day, 2:01:48, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7945, loss_cls: 1.7814, loss: 1.7814, grad_norm: 4.1395 2021-01-30 05:29:17,818 - mmaction - INFO - Epoch [51][920/3757] lr: 1.000e-03, eta: 1 day, 2:01:34, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8164, loss_cls: 1.6766, loss: 1.6766, grad_norm: 4.2009 2021-01-30 05:29:23,180 - mmaction - INFO - Epoch [51][940/3757] lr: 1.000e-03, eta: 1 day, 2:01:19, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7852, loss_cls: 1.8212, loss: 1.8212, grad_norm: 4.2075 2021-01-30 05:29:29,682 - mmaction - INFO - Epoch [51][960/3757] lr: 1.000e-03, eta: 1 day, 2:01:06, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7969, loss_cls: 1.7787, loss: 1.7787, grad_norm: 4.1459 2021-01-30 05:29:35,253 - mmaction - INFO - Epoch [51][980/3757] lr: 1.000e-03, eta: 1 day, 2:00:51, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8031, loss_cls: 1.7900, loss: 1.7900, grad_norm: 4.2453 2021-01-30 05:29:41,006 - mmaction - INFO - Epoch [51][1000/3757] lr: 1.000e-03, eta: 1 day, 2:00:37, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8047, loss_cls: 1.7591, loss: 1.7591, grad_norm: 4.1656 2021-01-30 05:29:47,158 - mmaction - INFO - Epoch [51][1020/3757] lr: 1.000e-03, eta: 1 day, 2:00:23, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.6713, loss: 1.6713, grad_norm: 4.1490 2021-01-30 05:29:53,370 - mmaction - INFO - Epoch [51][1040/3757] lr: 1.000e-03, eta: 1 day, 2:00:09, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7977, loss_cls: 1.7743, loss: 1.7743, grad_norm: 4.1992 2021-01-30 05:30:00,063 - mmaction - INFO - Epoch [51][1060/3757] lr: 1.000e-03, eta: 1 day, 1:59:56, time: 0.335, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8016, loss_cls: 1.7223, loss: 1.7223, grad_norm: 4.2593 2021-01-30 05:30:06,102 - mmaction - INFO - Epoch [51][1080/3757] lr: 1.000e-03, eta: 1 day, 1:59:42, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8109, loss_cls: 1.7072, loss: 1.7072, grad_norm: 4.1772 2021-01-30 05:30:11,802 - mmaction - INFO - Epoch [51][1100/3757] lr: 1.000e-03, eta: 1 day, 1:59:28, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7961, loss_cls: 1.8043, loss: 1.8043, grad_norm: 4.3147 2021-01-30 05:30:17,655 - mmaction - INFO - Epoch [51][1120/3757] lr: 1.000e-03, eta: 1 day, 1:59:14, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7914, loss_cls: 1.7980, loss: 1.7980, grad_norm: 4.2392 2021-01-30 05:30:23,737 - mmaction - INFO - Epoch [51][1140/3757] lr: 1.000e-03, eta: 1 day, 1:59:00, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8023, loss_cls: 1.7013, loss: 1.7013, grad_norm: 4.1284 2021-01-30 05:30:29,234 - mmaction - INFO - Epoch [51][1160/3757] lr: 1.000e-03, eta: 1 day, 1:58:45, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7961, loss_cls: 1.7877, loss: 1.7877, grad_norm: 4.2017 2021-01-30 05:30:35,297 - mmaction - INFO - Epoch [51][1180/3757] lr: 1.000e-03, eta: 1 day, 1:58:31, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7883, loss_cls: 1.8674, loss: 1.8674, grad_norm: 4.1571 2021-01-30 05:30:41,525 - mmaction - INFO - Epoch [51][1200/3757] lr: 1.000e-03, eta: 1 day, 1:58:18, time: 0.314, data_time: 0.005, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7820, loss_cls: 1.8334, loss: 1.8334, grad_norm: 4.1529 2021-01-30 05:30:48,264 - mmaction - INFO - Epoch [51][1220/3757] lr: 1.000e-03, eta: 1 day, 1:58:04, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7984, loss_cls: 1.7982, loss: 1.7982, grad_norm: 4.1575 2021-01-30 05:30:54,406 - mmaction - INFO - Epoch [51][1240/3757] lr: 1.000e-03, eta: 1 day, 1:57:51, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6425, loss: 1.6425, grad_norm: 4.0123 2021-01-30 05:31:00,251 - mmaction - INFO - Epoch [51][1260/3757] lr: 1.000e-03, eta: 1 day, 1:57:36, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7875, loss_cls: 1.8150, loss: 1.8150, grad_norm: 4.2456 2021-01-30 05:31:06,486 - mmaction - INFO - Epoch [51][1280/3757] lr: 1.000e-03, eta: 1 day, 1:57:23, time: 0.311, data_time: 0.003, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7992, loss_cls: 1.7828, loss: 1.7828, grad_norm: 4.1500 2021-01-30 05:31:12,490 - mmaction - INFO - Epoch [51][1300/3757] lr: 1.000e-03, eta: 1 day, 1:57:09, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8164, loss_cls: 1.6702, loss: 1.6702, grad_norm: 4.0904 2021-01-30 05:31:18,235 - mmaction - INFO - Epoch [51][1320/3757] lr: 1.000e-03, eta: 1 day, 1:56:54, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7930, loss_cls: 1.7892, loss: 1.7892, grad_norm: 4.2221 2021-01-30 05:31:24,137 - mmaction - INFO - Epoch [51][1340/3757] lr: 1.000e-03, eta: 1 day, 1:56:40, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7111, loss: 1.7111, grad_norm: 4.1561 2021-01-30 05:31:30,672 - mmaction - INFO - Epoch [51][1360/3757] lr: 1.000e-03, eta: 1 day, 1:56:27, time: 0.326, data_time: 0.003, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8023, loss_cls: 1.8062, loss: 1.8062, grad_norm: 4.2744 2021-01-30 05:31:37,453 - mmaction - INFO - Epoch [51][1380/3757] lr: 1.000e-03, eta: 1 day, 1:56:14, time: 0.340, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7898, loss_cls: 1.7651, loss: 1.7651, grad_norm: 4.1917 2021-01-30 05:31:44,439 - mmaction - INFO - Epoch [51][1400/3757] lr: 1.000e-03, eta: 1 day, 1:56:01, time: 0.349, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8008, loss_cls: 1.7304, loss: 1.7304, grad_norm: 4.2187 2021-01-30 05:31:50,322 - mmaction - INFO - Epoch [51][1420/3757] lr: 1.000e-03, eta: 1 day, 1:55:47, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7992, loss_cls: 1.7351, loss: 1.7351, grad_norm: 4.0998 2021-01-30 05:31:56,293 - mmaction - INFO - Epoch [51][1440/3757] lr: 1.000e-03, eta: 1 day, 1:55:33, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7812, loss_cls: 1.8259, loss: 1.8259, grad_norm: 4.2492 2021-01-30 05:32:01,814 - mmaction - INFO - Epoch [51][1460/3757] lr: 1.000e-03, eta: 1 day, 1:55:18, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7969, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.2521 2021-01-30 05:32:08,527 - mmaction - INFO - Epoch [51][1480/3757] lr: 1.000e-03, eta: 1 day, 1:55:05, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.7118, loss: 1.7118, grad_norm: 4.1763 2021-01-30 05:32:14,669 - mmaction - INFO - Epoch [51][1500/3757] lr: 1.000e-03, eta: 1 day, 1:54:51, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7953, loss_cls: 1.7295, loss: 1.7295, grad_norm: 4.2235 2021-01-30 05:32:20,760 - mmaction - INFO - Epoch [51][1520/3757] lr: 1.000e-03, eta: 1 day, 1:54:37, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7937, loss_cls: 1.7875, loss: 1.7875, grad_norm: 4.1762 2021-01-30 05:32:27,007 - mmaction - INFO - Epoch [51][1540/3757] lr: 1.000e-03, eta: 1 day, 1:54:24, time: 0.313, data_time: 0.005, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7906, loss_cls: 1.8419, loss: 1.8419, grad_norm: 4.3598 2021-01-30 05:32:33,039 - mmaction - INFO - Epoch [51][1560/3757] lr: 1.000e-03, eta: 1 day, 1:54:10, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8094, loss_cls: 1.6872, loss: 1.6872, grad_norm: 4.1743 2021-01-30 05:32:39,011 - mmaction - INFO - Epoch [51][1580/3757] lr: 1.000e-03, eta: 1 day, 1:53:56, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8055, loss_cls: 1.7515, loss: 1.7515, grad_norm: 4.2608 2021-01-30 05:32:44,999 - mmaction - INFO - Epoch [51][1600/3757] lr: 1.000e-03, eta: 1 day, 1:53:42, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7984, loss_cls: 1.7350, loss: 1.7350, grad_norm: 4.1694 2021-01-30 05:32:50,788 - mmaction - INFO - Epoch [51][1620/3757] lr: 1.000e-03, eta: 1 day, 1:53:28, time: 0.290, data_time: 0.005, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.7323, loss: 1.7323, grad_norm: 4.2212 2021-01-30 05:32:57,086 - mmaction - INFO - Epoch [51][1640/3757] lr: 1.000e-03, eta: 1 day, 1:53:14, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7549, loss: 1.7549, grad_norm: 4.2608 2021-01-30 05:33:03,374 - mmaction - INFO - Epoch [51][1660/3757] lr: 1.000e-03, eta: 1 day, 1:53:00, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.7331, loss: 1.7331, grad_norm: 4.2388 2021-01-30 05:33:10,103 - mmaction - INFO - Epoch [51][1680/3757] lr: 1.000e-03, eta: 1 day, 1:52:47, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8086, loss_cls: 1.7681, loss: 1.7681, grad_norm: 4.2814 2021-01-30 05:33:16,566 - mmaction - INFO - Epoch [51][1700/3757] lr: 1.000e-03, eta: 1 day, 1:52:33, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7883, loss_cls: 1.7776, loss: 1.7776, grad_norm: 4.1565 2021-01-30 05:33:22,467 - mmaction - INFO - Epoch [51][1720/3757] lr: 1.000e-03, eta: 1 day, 1:52:19, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8133, loss_cls: 1.7300, loss: 1.7300, grad_norm: 4.2833 2021-01-30 05:33:28,815 - mmaction - INFO - Epoch [51][1740/3757] lr: 1.000e-03, eta: 1 day, 1:52:06, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5477, top5_acc: 0.8094, loss_cls: 1.7885, loss: 1.7885, grad_norm: 4.3268 2021-01-30 05:33:35,314 - mmaction - INFO - Epoch [51][1760/3757] lr: 1.000e-03, eta: 1 day, 1:51:52, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8039, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.2584 2021-01-30 05:33:41,375 - mmaction - INFO - Epoch [51][1780/3757] lr: 1.000e-03, eta: 1 day, 1:51:38, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.7528, loss: 1.7528, grad_norm: 4.2557 2021-01-30 05:33:47,939 - mmaction - INFO - Epoch [51][1800/3757] lr: 1.000e-03, eta: 1 day, 1:51:25, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7883, loss_cls: 1.8217, loss: 1.8217, grad_norm: 4.3023 2021-01-30 05:33:53,518 - mmaction - INFO - Epoch [51][1820/3757] lr: 1.000e-03, eta: 1 day, 1:51:11, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8055, loss_cls: 1.7097, loss: 1.7097, grad_norm: 4.2009 2021-01-30 05:33:59,533 - mmaction - INFO - Epoch [51][1840/3757] lr: 1.000e-03, eta: 1 day, 1:50:57, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.7093, loss: 1.7093, grad_norm: 4.2744 2021-01-30 05:34:04,965 - mmaction - INFO - Epoch [51][1860/3757] lr: 1.000e-03, eta: 1 day, 1:50:42, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.7324, loss: 1.7324, grad_norm: 4.3681 2021-01-30 05:34:11,428 - mmaction - INFO - Epoch [51][1880/3757] lr: 1.000e-03, eta: 1 day, 1:50:29, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7309, loss: 1.7309, grad_norm: 4.3323 2021-01-30 05:34:17,253 - mmaction - INFO - Epoch [51][1900/3757] lr: 1.000e-03, eta: 1 day, 1:50:15, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.7971, loss: 1.7971, grad_norm: 4.2950 2021-01-30 05:34:22,867 - mmaction - INFO - Epoch [51][1920/3757] lr: 1.000e-03, eta: 1 day, 1:50:00, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.8207, loss: 1.8207, grad_norm: 4.3011 2021-01-30 05:34:30,346 - mmaction - INFO - Epoch [51][1940/3757] lr: 1.000e-03, eta: 1 day, 1:49:48, time: 0.374, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8039, loss_cls: 1.6877, loss: 1.6877, grad_norm: 4.0783 2021-01-30 05:34:36,255 - mmaction - INFO - Epoch [51][1960/3757] lr: 1.000e-03, eta: 1 day, 1:49:34, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7528, loss: 1.7528, grad_norm: 4.1776 2021-01-30 05:34:42,388 - mmaction - INFO - Epoch [51][1980/3757] lr: 1.000e-03, eta: 1 day, 1:49:20, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7937, loss_cls: 1.7671, loss: 1.7671, grad_norm: 4.2512 2021-01-30 05:34:48,481 - mmaction - INFO - Epoch [51][2000/3757] lr: 1.000e-03, eta: 1 day, 1:49:06, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7953, loss_cls: 1.8508, loss: 1.8508, grad_norm: 4.3230 2021-01-30 05:34:54,643 - mmaction - INFO - Epoch [51][2020/3757] lr: 1.000e-03, eta: 1 day, 1:48:53, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.8182, loss: 1.8182, grad_norm: 4.2007 2021-01-30 05:35:00,844 - mmaction - INFO - Epoch [51][2040/3757] lr: 1.000e-03, eta: 1 day, 1:48:39, time: 0.310, data_time: 0.004, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7734, loss: 1.7734, grad_norm: 4.2719 2021-01-30 05:35:06,504 - mmaction - INFO - Epoch [51][2060/3757] lr: 1.000e-03, eta: 1 day, 1:48:25, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8250, loss_cls: 1.7005, loss: 1.7005, grad_norm: 4.1873 2021-01-30 05:35:12,557 - mmaction - INFO - Epoch [51][2080/3757] lr: 1.000e-03, eta: 1 day, 1:48:11, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.6494, loss: 1.6494, grad_norm: 4.2164 2021-01-30 05:35:19,154 - mmaction - INFO - Epoch [51][2100/3757] lr: 1.000e-03, eta: 1 day, 1:47:57, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.7358, loss: 1.7358, grad_norm: 4.3362 2021-01-30 05:35:25,148 - mmaction - INFO - Epoch [51][2120/3757] lr: 1.000e-03, eta: 1 day, 1:47:44, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.8016, loss_cls: 1.7872, loss: 1.7872, grad_norm: 4.4093 2021-01-30 05:35:31,132 - mmaction - INFO - Epoch [51][2140/3757] lr: 1.000e-03, eta: 1 day, 1:47:30, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8141, loss_cls: 1.6868, loss: 1.6868, grad_norm: 4.1888 2021-01-30 05:35:37,058 - mmaction - INFO - Epoch [51][2160/3757] lr: 1.000e-03, eta: 1 day, 1:47:16, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8023, loss_cls: 1.7751, loss: 1.7751, grad_norm: 4.3295 2021-01-30 05:35:44,221 - mmaction - INFO - Epoch [51][2180/3757] lr: 1.000e-03, eta: 1 day, 1:47:03, time: 0.359, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7371, loss: 1.7371, grad_norm: 4.2468 2021-01-30 05:35:50,643 - mmaction - INFO - Epoch [51][2200/3757] lr: 1.000e-03, eta: 1 day, 1:46:49, time: 0.321, data_time: 0.004, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7977, loss_cls: 1.7777, loss: 1.7777, grad_norm: 4.2163 2021-01-30 05:35:56,257 - mmaction - INFO - Epoch [51][2220/3757] lr: 1.000e-03, eta: 1 day, 1:46:35, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7992, loss_cls: 1.8293, loss: 1.8293, grad_norm: 4.2822 2021-01-30 05:36:02,444 - mmaction - INFO - Epoch [51][2240/3757] lr: 1.000e-03, eta: 1 day, 1:46:21, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8023, loss_cls: 1.7378, loss: 1.7378, grad_norm: 4.1809 2021-01-30 05:36:08,761 - mmaction - INFO - Epoch [51][2260/3757] lr: 1.000e-03, eta: 1 day, 1:46:08, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8016, loss_cls: 1.7521, loss: 1.7521, grad_norm: 4.2804 2021-01-30 05:36:14,496 - mmaction - INFO - Epoch [51][2280/3757] lr: 1.000e-03, eta: 1 day, 1:45:54, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8141, loss_cls: 1.7306, loss: 1.7306, grad_norm: 4.2111 2021-01-30 05:36:20,746 - mmaction - INFO - Epoch [51][2300/3757] lr: 1.000e-03, eta: 1 day, 1:45:40, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8078, loss_cls: 1.7451, loss: 1.7451, grad_norm: 4.2352 2021-01-30 05:36:27,163 - mmaction - INFO - Epoch [51][2320/3757] lr: 1.000e-03, eta: 1 day, 1:45:26, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8078, loss_cls: 1.7047, loss: 1.7047, grad_norm: 4.2062 2021-01-30 05:36:33,329 - mmaction - INFO - Epoch [51][2340/3757] lr: 1.000e-03, eta: 1 day, 1:45:13, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7867, loss_cls: 1.8058, loss: 1.8058, grad_norm: 4.2842 2021-01-30 05:36:39,752 - mmaction - INFO - Epoch [51][2360/3757] lr: 1.000e-03, eta: 1 day, 1:44:59, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7961, loss_cls: 1.8231, loss: 1.8231, grad_norm: 4.2196 2021-01-30 05:36:46,107 - mmaction - INFO - Epoch [51][2380/3757] lr: 1.000e-03, eta: 1 day, 1:44:46, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.6992, loss: 1.6992, grad_norm: 4.1372 2021-01-30 05:36:52,056 - mmaction - INFO - Epoch [51][2400/3757] lr: 1.000e-03, eta: 1 day, 1:44:32, time: 0.297, data_time: 0.000, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8031, loss_cls: 1.7589, loss: 1.7589, grad_norm: 4.2758 2021-01-30 05:36:58,881 - mmaction - INFO - Epoch [51][2420/3757] lr: 1.000e-03, eta: 1 day, 1:44:19, time: 0.341, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8086, loss_cls: 1.7256, loss: 1.7256, grad_norm: 4.2682 2021-01-30 05:37:04,941 - mmaction - INFO - Epoch [51][2440/3757] lr: 1.000e-03, eta: 1 day, 1:44:05, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7600, loss: 1.7600, grad_norm: 4.2204 2021-01-30 05:37:10,988 - mmaction - INFO - Epoch [51][2460/3757] lr: 1.000e-03, eta: 1 day, 1:43:51, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.7515, loss: 1.7515, grad_norm: 4.2094 2021-01-30 05:37:16,761 - mmaction - INFO - Epoch [51][2480/3757] lr: 1.000e-03, eta: 1 day, 1:43:37, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.6884, loss: 1.6884, grad_norm: 4.1642 2021-01-30 05:37:23,126 - mmaction - INFO - Epoch [51][2500/3757] lr: 1.000e-03, eta: 1 day, 1:43:23, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7937, loss_cls: 1.8135, loss: 1.8135, grad_norm: 4.3230 2021-01-30 05:37:28,626 - mmaction - INFO - Epoch [51][2520/3757] lr: 1.000e-03, eta: 1 day, 1:43:09, time: 0.275, data_time: 0.005, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8031, loss_cls: 1.7332, loss: 1.7332, grad_norm: 4.2172 2021-01-30 05:37:35,025 - mmaction - INFO - Epoch [51][2540/3757] lr: 1.000e-03, eta: 1 day, 1:42:56, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7984, loss_cls: 1.7434, loss: 1.7434, grad_norm: 4.1632 2021-01-30 05:37:40,783 - mmaction - INFO - Epoch [51][2560/3757] lr: 1.000e-03, eta: 1 day, 1:42:41, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7490, loss: 1.7490, grad_norm: 4.2414 2021-01-30 05:37:47,224 - mmaction - INFO - Epoch [51][2580/3757] lr: 1.000e-03, eta: 1 day, 1:42:28, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8646, loss: 1.8646, grad_norm: 4.3421 2021-01-30 05:37:53,240 - mmaction - INFO - Epoch [51][2600/3757] lr: 1.000e-03, eta: 1 day, 1:42:14, time: 0.301, data_time: 0.004, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.7045, loss: 1.7045, grad_norm: 4.0942 2021-01-30 05:37:59,388 - mmaction - INFO - Epoch [51][2620/3757] lr: 1.000e-03, eta: 1 day, 1:42:00, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.7915, loss: 1.7915, grad_norm: 4.2287 2021-01-30 05:38:05,224 - mmaction - INFO - Epoch [51][2640/3757] lr: 1.000e-03, eta: 1 day, 1:41:46, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8141, loss_cls: 1.7646, loss: 1.7646, grad_norm: 4.1158 2021-01-30 05:38:11,605 - mmaction - INFO - Epoch [51][2660/3757] lr: 1.000e-03, eta: 1 day, 1:41:33, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8086, loss_cls: 1.7354, loss: 1.7354, grad_norm: 4.1415 2021-01-30 05:38:17,898 - mmaction - INFO - Epoch [51][2680/3757] lr: 1.000e-03, eta: 1 day, 1:41:19, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8086, loss_cls: 1.7016, loss: 1.7016, grad_norm: 4.1132 2021-01-30 05:38:24,385 - mmaction - INFO - Epoch [51][2700/3757] lr: 1.000e-03, eta: 1 day, 1:41:06, time: 0.325, data_time: 0.004, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8203, loss_cls: 1.6741, loss: 1.6741, grad_norm: 4.1736 2021-01-30 05:38:30,080 - mmaction - INFO - Epoch [51][2720/3757] lr: 1.000e-03, eta: 1 day, 1:40:52, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7922, loss_cls: 1.8104, loss: 1.8104, grad_norm: 4.2123 2021-01-30 05:38:36,663 - mmaction - INFO - Epoch [51][2740/3757] lr: 1.000e-03, eta: 1 day, 1:40:38, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8063, loss_cls: 1.6887, loss: 1.6887, grad_norm: 4.0149 2021-01-30 05:38:43,006 - mmaction - INFO - Epoch [51][2760/3757] lr: 1.000e-03, eta: 1 day, 1:40:25, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7129, loss: 1.7129, grad_norm: 4.1455 2021-01-30 05:38:48,949 - mmaction - INFO - Epoch [51][2780/3757] lr: 1.000e-03, eta: 1 day, 1:40:11, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.7614, loss: 1.7614, grad_norm: 4.1723 2021-01-30 05:38:55,251 - mmaction - INFO - Epoch [51][2800/3757] lr: 1.000e-03, eta: 1 day, 1:39:57, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8172, loss_cls: 1.7369, loss: 1.7369, grad_norm: 4.3086 2021-01-30 05:39:01,584 - mmaction - INFO - Epoch [51][2820/3757] lr: 1.000e-03, eta: 1 day, 1:39:44, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7937, loss_cls: 1.8120, loss: 1.8120, grad_norm: 4.2924 2021-01-30 05:39:07,802 - mmaction - INFO - Epoch [51][2840/3757] lr: 1.000e-03, eta: 1 day, 1:39:30, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7953, loss_cls: 1.8468, loss: 1.8468, grad_norm: 4.3741 2021-01-30 05:39:13,931 - mmaction - INFO - Epoch [51][2860/3757] lr: 1.000e-03, eta: 1 day, 1:39:17, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8180, loss_cls: 1.7268, loss: 1.7268, grad_norm: 4.2927 2021-01-30 05:39:19,885 - mmaction - INFO - Epoch [51][2880/3757] lr: 1.000e-03, eta: 1 day, 1:39:03, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8133, loss_cls: 1.7551, loss: 1.7551, grad_norm: 4.3630 2021-01-30 05:39:25,972 - mmaction - INFO - Epoch [51][2900/3757] lr: 1.000e-03, eta: 1 day, 1:38:49, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7992, loss_cls: 1.7439, loss: 1.7439, grad_norm: 4.1887 2021-01-30 05:39:32,481 - mmaction - INFO - Epoch [51][2920/3757] lr: 1.000e-03, eta: 1 day, 1:38:36, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7898, loss_cls: 1.7862, loss: 1.7862, grad_norm: 4.2668 2021-01-30 05:39:38,950 - mmaction - INFO - Epoch [51][2940/3757] lr: 1.000e-03, eta: 1 day, 1:38:22, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8094, loss_cls: 1.7409, loss: 1.7409, grad_norm: 4.2035 2021-01-30 05:39:45,203 - mmaction - INFO - Epoch [51][2960/3757] lr: 1.000e-03, eta: 1 day, 1:38:09, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.7847, loss: 1.7847, grad_norm: 4.2844 2021-01-30 05:39:51,257 - mmaction - INFO - Epoch [51][2980/3757] lr: 1.000e-03, eta: 1 day, 1:37:55, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.7749, loss: 1.7749, grad_norm: 4.2794 2021-01-30 05:39:57,385 - mmaction - INFO - Epoch [51][3000/3757] lr: 1.000e-03, eta: 1 day, 1:37:41, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.6618, loss: 1.6618, grad_norm: 4.2394 2021-01-30 05:40:03,847 - mmaction - INFO - Epoch [51][3020/3757] lr: 1.000e-03, eta: 1 day, 1:37:28, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7992, loss_cls: 1.7307, loss: 1.7307, grad_norm: 4.2566 2021-01-30 05:40:09,752 - mmaction - INFO - Epoch [51][3040/3757] lr: 1.000e-03, eta: 1 day, 1:37:14, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7906, loss_cls: 1.8207, loss: 1.8207, grad_norm: 4.2525 2021-01-30 05:40:15,973 - mmaction - INFO - Epoch [51][3060/3757] lr: 1.000e-03, eta: 1 day, 1:37:00, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7977, loss_cls: 1.7760, loss: 1.7760, grad_norm: 4.3187 2021-01-30 05:40:22,315 - mmaction - INFO - Epoch [51][3080/3757] lr: 1.000e-03, eta: 1 day, 1:36:47, time: 0.317, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8016, loss_cls: 1.7601, loss: 1.7601, grad_norm: 4.3126 2021-01-30 05:40:28,084 - mmaction - INFO - Epoch [51][3100/3757] lr: 1.000e-03, eta: 1 day, 1:36:33, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8109, loss_cls: 1.7156, loss: 1.7156, grad_norm: 4.2244 2021-01-30 05:40:34,031 - mmaction - INFO - Epoch [51][3120/3757] lr: 1.000e-03, eta: 1 day, 1:36:19, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.2720 2021-01-30 05:40:40,106 - mmaction - INFO - Epoch [51][3140/3757] lr: 1.000e-03, eta: 1 day, 1:36:05, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8039, loss_cls: 1.7799, loss: 1.7799, grad_norm: 4.2078 2021-01-30 05:40:46,381 - mmaction - INFO - Epoch [51][3160/3757] lr: 1.000e-03, eta: 1 day, 1:35:51, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8000, loss_cls: 1.7815, loss: 1.7815, grad_norm: 4.2070 2021-01-30 05:40:52,721 - mmaction - INFO - Epoch [51][3180/3757] lr: 1.000e-03, eta: 1 day, 1:35:38, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7859, loss_cls: 1.8463, loss: 1.8463, grad_norm: 4.2290 2021-01-30 05:40:59,527 - mmaction - INFO - Epoch [51][3200/3757] lr: 1.000e-03, eta: 1 day, 1:35:25, time: 0.340, data_time: 0.001, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7820, loss_cls: 1.9147, loss: 1.9147, grad_norm: 4.3185 2021-01-30 05:41:06,127 - mmaction - INFO - Epoch [51][3220/3757] lr: 1.000e-03, eta: 1 day, 1:35:12, time: 0.330, data_time: 0.003, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7891, loss_cls: 1.7780, loss: 1.7780, grad_norm: 4.0690 2021-01-30 05:41:12,894 - mmaction - INFO - Epoch [51][3240/3757] lr: 1.000e-03, eta: 1 day, 1:34:58, time: 0.339, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8187, loss_cls: 1.7150, loss: 1.7150, grad_norm: 4.1698 2021-01-30 05:41:18,729 - mmaction - INFO - Epoch [51][3260/3757] lr: 1.000e-03, eta: 1 day, 1:34:44, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7945, loss_cls: 1.8030, loss: 1.8030, grad_norm: 4.2481 2021-01-30 05:41:24,703 - mmaction - INFO - Epoch [51][3280/3757] lr: 1.000e-03, eta: 1 day, 1:34:31, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7390, loss: 1.7390, grad_norm: 4.1801 2021-01-30 05:41:30,796 - mmaction - INFO - Epoch [51][3300/3757] lr: 1.000e-03, eta: 1 day, 1:34:17, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8172, loss_cls: 1.6980, loss: 1.6980, grad_norm: 4.2366 2021-01-30 05:41:36,525 - mmaction - INFO - Epoch [51][3320/3757] lr: 1.000e-03, eta: 1 day, 1:34:03, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8094, loss_cls: 1.7352, loss: 1.7352, grad_norm: 4.2148 2021-01-30 05:41:42,531 - mmaction - INFO - Epoch [51][3340/3757] lr: 1.000e-03, eta: 1 day, 1:33:49, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8023, loss_cls: 1.8193, loss: 1.8193, grad_norm: 4.2414 2021-01-30 05:41:48,545 - mmaction - INFO - Epoch [51][3360/3757] lr: 1.000e-03, eta: 1 day, 1:33:35, time: 0.300, data_time: 0.000, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8070, loss_cls: 1.7093, loss: 1.7093, grad_norm: 4.0789 2021-01-30 05:41:54,503 - mmaction - INFO - Epoch [51][3380/3757] lr: 1.000e-03, eta: 1 day, 1:33:21, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8078, loss_cls: 1.7559, loss: 1.7559, grad_norm: 4.1901 2021-01-30 05:42:00,257 - mmaction - INFO - Epoch [51][3400/3757] lr: 1.000e-03, eta: 1 day, 1:33:07, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5570, top5_acc: 0.8109, loss_cls: 1.7568, loss: 1.7568, grad_norm: 4.2133 2021-01-30 05:42:06,267 - mmaction - INFO - Epoch [51][3420/3757] lr: 1.000e-03, eta: 1 day, 1:32:53, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7891, loss_cls: 1.7703, loss: 1.7703, grad_norm: 4.1610 2021-01-30 05:42:13,264 - mmaction - INFO - Epoch [51][3440/3757] lr: 1.000e-03, eta: 1 day, 1:32:41, time: 0.352, data_time: 0.004, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.6812, loss: 1.6812, grad_norm: 4.1627 2021-01-30 05:42:19,565 - mmaction - INFO - Epoch [51][3460/3757] lr: 1.000e-03, eta: 1 day, 1:32:27, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7984, loss_cls: 1.7720, loss: 1.7720, grad_norm: 4.3342 2021-01-30 05:42:26,808 - mmaction - INFO - Epoch [51][3480/3757] lr: 1.000e-03, eta: 1 day, 1:32:15, time: 0.362, data_time: 0.003, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.8059, loss: 1.8059, grad_norm: 4.3027 2021-01-30 05:42:32,795 - mmaction - INFO - Epoch [51][3500/3757] lr: 1.000e-03, eta: 1 day, 1:32:01, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7859, loss_cls: 1.8395, loss: 1.8395, grad_norm: 4.2723 2021-01-30 05:42:38,568 - mmaction - INFO - Epoch [51][3520/3757] lr: 1.000e-03, eta: 1 day, 1:31:47, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8055, loss_cls: 1.7503, loss: 1.7503, grad_norm: 4.1126 2021-01-30 05:42:44,909 - mmaction - INFO - Epoch [51][3540/3757] lr: 1.000e-03, eta: 1 day, 1:31:33, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7922, loss_cls: 1.8401, loss: 1.8401, grad_norm: 4.2835 2021-01-30 05:42:50,932 - mmaction - INFO - Epoch [51][3560/3757] lr: 1.000e-03, eta: 1 day, 1:31:19, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7922, loss_cls: 1.7679, loss: 1.7679, grad_norm: 4.2457 2021-01-30 05:42:57,747 - mmaction - INFO - Epoch [51][3580/3757] lr: 1.000e-03, eta: 1 day, 1:31:06, time: 0.341, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.7731, loss: 1.7731, grad_norm: 4.2149 2021-01-30 05:43:03,631 - mmaction - INFO - Epoch [51][3600/3757] lr: 1.000e-03, eta: 1 day, 1:30:53, time: 0.295, data_time: 0.004, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8023, loss_cls: 1.8202, loss: 1.8202, grad_norm: 4.2958 2021-01-30 05:43:09,691 - mmaction - INFO - Epoch [51][3620/3757] lr: 1.000e-03, eta: 1 day, 1:30:39, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8281, loss_cls: 1.6347, loss: 1.6347, grad_norm: 4.1661 2021-01-30 05:43:16,515 - mmaction - INFO - Epoch [51][3640/3757] lr: 1.000e-03, eta: 1 day, 1:30:26, time: 0.342, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8031, loss_cls: 1.7635, loss: 1.7635, grad_norm: 4.2360 2021-01-30 05:43:23,031 - mmaction - INFO - Epoch [51][3660/3757] lr: 1.000e-03, eta: 1 day, 1:30:13, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8008, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.0831 2021-01-30 05:43:28,954 - mmaction - INFO - Epoch [51][3680/3757] lr: 1.000e-03, eta: 1 day, 1:29:59, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7166, loss: 1.7166, grad_norm: 4.1502 2021-01-30 05:43:35,875 - mmaction - INFO - Epoch [51][3700/3757] lr: 1.000e-03, eta: 1 day, 1:29:46, time: 0.346, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8156, loss_cls: 1.6872, loss: 1.6872, grad_norm: 4.2315 2021-01-30 05:43:41,352 - mmaction - INFO - Epoch [51][3720/3757] lr: 1.000e-03, eta: 1 day, 1:29:32, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.7553, loss: 1.7553, grad_norm: 4.2535 2021-01-30 05:43:47,931 - mmaction - INFO - Epoch [51][3740/3757] lr: 1.000e-03, eta: 1 day, 1:29:18, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8063, loss_cls: 1.7155, loss: 1.7155, grad_norm: 4.2164 2021-01-30 05:44:10,102 - mmaction - INFO - Saving checkpoint at 51 epochs 2021-01-30 05:56:41,111 - mmaction - INFO - Epoch [52][20/3757] lr: 1.000e-03, eta: 1 day, 1:40:43, time: 37.526, data_time: 37.019, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8211, loss_cls: 1.6367, loss: 1.6367, grad_norm: 4.3104 2021-01-30 05:56:45,263 - mmaction - INFO - Epoch [52][40/3757] lr: 1.000e-03, eta: 1 day, 1:40:28, time: 0.222, data_time: 0.017, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7984, loss_cls: 1.7702, loss: 1.7702, grad_norm: 4.3042 2021-01-30 05:56:49,431 - mmaction - INFO - Epoch [52][60/3757] lr: 1.000e-03, eta: 1 day, 1:40:12, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8125, loss_cls: 1.6811, loss: 1.6811, grad_norm: 4.2038 2021-01-30 05:56:53,587 - mmaction - INFO - Epoch [52][80/3757] lr: 1.000e-03, eta: 1 day, 1:39:56, time: 0.208, data_time: 0.003, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7852, loss_cls: 1.7934, loss: 1.7934, grad_norm: 4.2395 2021-01-30 05:56:57,768 - mmaction - INFO - Epoch [52][100/3757] lr: 1.000e-03, eta: 1 day, 1:39:41, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8125, loss_cls: 1.6481, loss: 1.6481, grad_norm: 4.1487 2021-01-30 05:57:01,931 - mmaction - INFO - Epoch [52][120/3757] lr: 1.000e-03, eta: 1 day, 1:39:25, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7883, loss_cls: 1.8603, loss: 1.8603, grad_norm: 4.4056 2021-01-30 05:57:06,089 - mmaction - INFO - Epoch [52][140/3757] lr: 1.000e-03, eta: 1 day, 1:39:09, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7867, loss_cls: 1.8205, loss: 1.8205, grad_norm: 4.1373 2021-01-30 05:57:10,311 - mmaction - INFO - Epoch [52][160/3757] lr: 1.000e-03, eta: 1 day, 1:38:54, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7984, loss_cls: 1.8350, loss: 1.8350, grad_norm: 4.2644 2021-01-30 05:57:14,499 - mmaction - INFO - Epoch [52][180/3757] lr: 1.000e-03, eta: 1 day, 1:38:38, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.7763, loss: 1.7763, grad_norm: 4.2740 2021-01-30 05:57:18,634 - mmaction - INFO - Epoch [52][200/3757] lr: 1.000e-03, eta: 1 day, 1:38:22, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7612, loss: 1.7612, grad_norm: 4.2185 2021-01-30 05:57:22,763 - mmaction - INFO - Epoch [52][220/3757] lr: 1.000e-03, eta: 1 day, 1:38:07, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7953, loss_cls: 1.8242, loss: 1.8242, grad_norm: 4.3581 2021-01-30 05:57:27,123 - mmaction - INFO - Epoch [52][240/3757] lr: 1.000e-03, eta: 1 day, 1:37:51, time: 0.218, data_time: 0.003, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.7267, loss: 1.7267, grad_norm: 4.1731 2021-01-30 05:57:31,257 - mmaction - INFO - Epoch [52][260/3757] lr: 1.000e-03, eta: 1 day, 1:37:35, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8078, loss_cls: 1.7588, loss: 1.7588, grad_norm: 4.2383 2021-01-30 05:57:35,626 - mmaction - INFO - Epoch [52][280/3757] lr: 1.000e-03, eta: 1 day, 1:37:20, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8109, loss_cls: 1.6956, loss: 1.6956, grad_norm: 4.2118 2021-01-30 05:57:40,091 - mmaction - INFO - Epoch [52][300/3757] lr: 1.000e-03, eta: 1 day, 1:37:05, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7930, loss_cls: 1.7161, loss: 1.7161, grad_norm: 4.2200 2021-01-30 05:57:44,325 - mmaction - INFO - Epoch [52][320/3757] lr: 1.000e-03, eta: 1 day, 1:36:49, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7977, loss_cls: 1.7457, loss: 1.7457, grad_norm: 4.3282 2021-01-30 05:57:48,610 - mmaction - INFO - Epoch [52][340/3757] lr: 1.000e-03, eta: 1 day, 1:36:33, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.7075, loss: 1.7075, grad_norm: 4.2227 2021-01-30 05:57:52,739 - mmaction - INFO - Epoch [52][360/3757] lr: 1.000e-03, eta: 1 day, 1:36:18, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7914, loss_cls: 1.8331, loss: 1.8331, grad_norm: 4.3150 2021-01-30 05:57:57,261 - mmaction - INFO - Epoch [52][380/3757] lr: 1.000e-03, eta: 1 day, 1:36:02, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7659, loss: 1.7659, grad_norm: 4.2627 2021-01-30 05:58:01,535 - mmaction - INFO - Epoch [52][400/3757] lr: 1.000e-03, eta: 1 day, 1:35:47, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.6862, loss: 1.6862, grad_norm: 4.2505 2021-01-30 05:58:05,956 - mmaction - INFO - Epoch [52][420/3757] lr: 1.000e-03, eta: 1 day, 1:35:31, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7184, loss: 1.7184, grad_norm: 4.1110 2021-01-30 05:58:10,322 - mmaction - INFO - Epoch [52][440/3757] lr: 1.000e-03, eta: 1 day, 1:35:16, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8047, loss_cls: 1.7556, loss: 1.7556, grad_norm: 4.2973 2021-01-30 05:58:14,840 - mmaction - INFO - Epoch [52][460/3757] lr: 1.000e-03, eta: 1 day, 1:35:01, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.7111, loss: 1.7111, grad_norm: 4.2543 2021-01-30 05:58:19,729 - mmaction - INFO - Epoch [52][480/3757] lr: 1.000e-03, eta: 1 day, 1:34:46, time: 0.245, data_time: 0.004, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7992, loss_cls: 1.7635, loss: 1.7635, grad_norm: 4.2676 2021-01-30 05:58:24,123 - mmaction - INFO - Epoch [52][500/3757] lr: 1.000e-03, eta: 1 day, 1:34:30, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7891, loss_cls: 1.8184, loss: 1.8184, grad_norm: 4.3312 2021-01-30 05:58:29,654 - mmaction - INFO - Epoch [52][520/3757] lr: 1.000e-03, eta: 1 day, 1:34:16, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.6968, loss: 1.6968, grad_norm: 4.1173 2021-01-30 05:58:34,091 - mmaction - INFO - Epoch [52][540/3757] lr: 1.000e-03, eta: 1 day, 1:34:01, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.8135, loss: 1.8135, grad_norm: 4.2283 2021-01-30 05:58:39,817 - mmaction - INFO - Epoch [52][560/3757] lr: 1.000e-03, eta: 1 day, 1:33:47, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8047, loss_cls: 1.7341, loss: 1.7341, grad_norm: 4.2438 2021-01-30 05:58:44,746 - mmaction - INFO - Epoch [52][580/3757] lr: 1.000e-03, eta: 1 day, 1:33:32, time: 0.247, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7984, loss_cls: 1.7625, loss: 1.7625, grad_norm: 4.2707 2021-01-30 05:58:49,420 - mmaction - INFO - Epoch [52][600/3757] lr: 1.000e-03, eta: 1 day, 1:33:16, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8031, loss_cls: 1.7410, loss: 1.7410, grad_norm: 4.0705 2021-01-30 05:58:54,153 - mmaction - INFO - Epoch [52][620/3757] lr: 1.000e-03, eta: 1 day, 1:33:01, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8172, loss_cls: 1.7021, loss: 1.7021, grad_norm: 4.2640 2021-01-30 05:58:59,671 - mmaction - INFO - Epoch [52][640/3757] lr: 1.000e-03, eta: 1 day, 1:32:47, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8047, loss_cls: 1.7714, loss: 1.7714, grad_norm: 4.2670 2021-01-30 05:59:04,645 - mmaction - INFO - Epoch [52][660/3757] lr: 1.000e-03, eta: 1 day, 1:32:32, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7836, loss_cls: 1.8214, loss: 1.8214, grad_norm: 4.3845 2021-01-30 05:59:10,011 - mmaction - INFO - Epoch [52][680/3757] lr: 1.000e-03, eta: 1 day, 1:32:18, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7945, loss_cls: 1.8270, loss: 1.8270, grad_norm: 4.2312 2021-01-30 05:59:15,272 - mmaction - INFO - Epoch [52][700/3757] lr: 1.000e-03, eta: 1 day, 1:32:03, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7867, loss_cls: 1.8299, loss: 1.8299, grad_norm: 4.2467 2021-01-30 05:59:21,035 - mmaction - INFO - Epoch [52][720/3757] lr: 1.000e-03, eta: 1 day, 1:31:49, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8102, loss_cls: 1.7561, loss: 1.7561, grad_norm: 4.1976 2021-01-30 05:59:26,666 - mmaction - INFO - Epoch [52][740/3757] lr: 1.000e-03, eta: 1 day, 1:31:35, time: 0.282, data_time: 0.004, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8086, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.2193 2021-01-30 05:59:32,174 - mmaction - INFO - Epoch [52][760/3757] lr: 1.000e-03, eta: 1 day, 1:31:21, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7883, loss_cls: 1.8084, loss: 1.8084, grad_norm: 4.2493 2021-01-30 05:59:37,735 - mmaction - INFO - Epoch [52][780/3757] lr: 1.000e-03, eta: 1 day, 1:31:06, time: 0.278, data_time: 0.005, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7984, loss_cls: 1.7779, loss: 1.7779, grad_norm: 4.2326 2021-01-30 05:59:43,376 - mmaction - INFO - Epoch [52][800/3757] lr: 1.000e-03, eta: 1 day, 1:30:52, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7867, loss_cls: 1.8180, loss: 1.8180, grad_norm: 4.2898 2021-01-30 05:59:48,320 - mmaction - INFO - Epoch [52][820/3757] lr: 1.000e-03, eta: 1 day, 1:30:37, time: 0.247, data_time: 0.004, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8344, loss_cls: 1.6418, loss: 1.6418, grad_norm: 4.0808 2021-01-30 05:59:54,411 - mmaction - INFO - Epoch [52][840/3757] lr: 1.000e-03, eta: 1 day, 1:30:23, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7790, loss: 1.7790, grad_norm: 4.2852 2021-01-30 05:59:59,957 - mmaction - INFO - Epoch [52][860/3757] lr: 1.000e-03, eta: 1 day, 1:30:09, time: 0.278, data_time: 0.004, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7961, loss_cls: 1.7021, loss: 1.7021, grad_norm: 4.1659 2021-01-30 06:00:10,338 - mmaction - INFO - Epoch [52][880/3757] lr: 1.000e-03, eta: 1 day, 1:29:59, time: 0.510, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.7930, loss_cls: 1.7400, loss: 1.7400, grad_norm: 4.2059 2021-01-30 06:00:16,178 - mmaction - INFO - Epoch [52][900/3757] lr: 1.000e-03, eta: 1 day, 1:29:45, time: 0.300, data_time: 0.021, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8047, loss_cls: 1.6808, loss: 1.6808, grad_norm: 4.1779 2021-01-30 06:00:21,555 - mmaction - INFO - Epoch [52][920/3757] lr: 1.000e-03, eta: 1 day, 1:29:31, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8141, loss_cls: 1.7362, loss: 1.7362, grad_norm: 4.2907 2021-01-30 06:00:27,041 - mmaction - INFO - Epoch [52][940/3757] lr: 1.000e-03, eta: 1 day, 1:29:17, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7875, loss_cls: 1.8544, loss: 1.8544, grad_norm: 4.3262 2021-01-30 06:00:32,173 - mmaction - INFO - Epoch [52][960/3757] lr: 1.000e-03, eta: 1 day, 1:29:02, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.7234, loss: 1.7234, grad_norm: 4.1894 2021-01-30 06:00:37,563 - mmaction - INFO - Epoch [52][980/3757] lr: 1.000e-03, eta: 1 day, 1:28:48, time: 0.270, data_time: 0.004, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7922, loss_cls: 1.8811, loss: 1.8811, grad_norm: 4.3539 2021-01-30 06:00:43,610 - mmaction - INFO - Epoch [52][1000/3757] lr: 1.000e-03, eta: 1 day, 1:28:34, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8039, loss_cls: 1.7705, loss: 1.7705, grad_norm: 4.1351 2021-01-30 06:00:49,471 - mmaction - INFO - Epoch [52][1020/3757] lr: 1.000e-03, eta: 1 day, 1:28:20, time: 0.293, data_time: 0.004, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8148, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.1771 2021-01-30 06:00:54,832 - mmaction - INFO - Epoch [52][1040/3757] lr: 1.000e-03, eta: 1 day, 1:28:05, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8000, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.1590 2021-01-30 06:01:01,061 - mmaction - INFO - Epoch [52][1060/3757] lr: 1.000e-03, eta: 1 day, 1:27:52, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7805, loss_cls: 1.8174, loss: 1.8174, grad_norm: 4.1879 2021-01-30 06:01:07,110 - mmaction - INFO - Epoch [52][1080/3757] lr: 1.000e-03, eta: 1 day, 1:27:38, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8023, loss_cls: 1.7422, loss: 1.7422, grad_norm: 4.2651 2021-01-30 06:01:12,625 - mmaction - INFO - Epoch [52][1100/3757] lr: 1.000e-03, eta: 1 day, 1:27:24, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7992, loss_cls: 1.7170, loss: 1.7170, grad_norm: 4.1461 2021-01-30 06:01:19,009 - mmaction - INFO - Epoch [52][1120/3757] lr: 1.000e-03, eta: 1 day, 1:27:10, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8133, loss_cls: 1.7356, loss: 1.7356, grad_norm: 4.1603 2021-01-30 06:01:24,913 - mmaction - INFO - Epoch [52][1140/3757] lr: 1.000e-03, eta: 1 day, 1:26:56, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7463, loss: 1.7463, grad_norm: 4.2750 2021-01-30 06:01:31,352 - mmaction - INFO - Epoch [52][1160/3757] lr: 1.000e-03, eta: 1 day, 1:26:43, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8047, loss_cls: 1.7469, loss: 1.7469, grad_norm: 4.3569 2021-01-30 06:01:37,593 - mmaction - INFO - Epoch [52][1180/3757] lr: 1.000e-03, eta: 1 day, 1:26:29, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7859, loss_cls: 1.8230, loss: 1.8230, grad_norm: 4.2559 2021-01-30 06:01:43,016 - mmaction - INFO - Epoch [52][1200/3757] lr: 1.000e-03, eta: 1 day, 1:26:15, time: 0.284, data_time: 0.015, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.7958, loss: 1.7958, grad_norm: 4.2014 2021-01-30 06:01:49,067 - mmaction - INFO - Epoch [52][1220/3757] lr: 1.000e-03, eta: 1 day, 1:26:01, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8164, loss_cls: 1.6605, loss: 1.6605, grad_norm: 4.1041 2021-01-30 06:01:55,098 - mmaction - INFO - Epoch [52][1240/3757] lr: 1.000e-03, eta: 1 day, 1:25:47, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8109, loss_cls: 1.6971, loss: 1.6971, grad_norm: 4.2481 2021-01-30 06:02:01,282 - mmaction - INFO - Epoch [52][1260/3757] lr: 1.000e-03, eta: 1 day, 1:25:34, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8078, loss_cls: 1.7243, loss: 1.7243, grad_norm: 4.2362 2021-01-30 06:02:07,062 - mmaction - INFO - Epoch [52][1280/3757] lr: 1.000e-03, eta: 1 day, 1:25:20, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.7516, loss: 1.7516, grad_norm: 4.2160 2021-01-30 06:02:13,506 - mmaction - INFO - Epoch [52][1300/3757] lr: 1.000e-03, eta: 1 day, 1:25:06, time: 0.324, data_time: 0.005, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7953, loss_cls: 1.7661, loss: 1.7661, grad_norm: 4.1530 2021-01-30 06:02:20,393 - mmaction - INFO - Epoch [52][1320/3757] lr: 1.000e-03, eta: 1 day, 1:24:53, time: 0.344, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8008, loss_cls: 1.7392, loss: 1.7392, grad_norm: 4.2445 2021-01-30 06:02:25,884 - mmaction - INFO - Epoch [52][1340/3757] lr: 1.000e-03, eta: 1 day, 1:24:39, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.7317, loss: 1.7317, grad_norm: 4.1366 2021-01-30 06:02:32,147 - mmaction - INFO - Epoch [52][1360/3757] lr: 1.000e-03, eta: 1 day, 1:24:26, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7977, loss_cls: 1.8533, loss: 1.8533, grad_norm: 4.3963 2021-01-30 06:02:37,678 - mmaction - INFO - Epoch [52][1380/3757] lr: 1.000e-03, eta: 1 day, 1:24:11, time: 0.277, data_time: 0.005, memory: 3385, top1_acc: 0.6047, top5_acc: 0.7984, loss_cls: 1.7311, loss: 1.7311, grad_norm: 4.0393 2021-01-30 06:02:43,260 - mmaction - INFO - Epoch [52][1400/3757] lr: 1.000e-03, eta: 1 day, 1:23:57, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8000, loss_cls: 1.7213, loss: 1.7213, grad_norm: 4.1747 2021-01-30 06:02:49,705 - mmaction - INFO - Epoch [52][1420/3757] lr: 1.000e-03, eta: 1 day, 1:23:44, time: 0.322, data_time: 0.004, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8266, loss_cls: 1.7208, loss: 1.7208, grad_norm: 4.3319 2021-01-30 06:02:55,865 - mmaction - INFO - Epoch [52][1440/3757] lr: 1.000e-03, eta: 1 day, 1:23:30, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.6813, loss: 1.6813, grad_norm: 4.1473 2021-01-30 06:03:02,015 - mmaction - INFO - Epoch [52][1460/3757] lr: 1.000e-03, eta: 1 day, 1:23:16, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7166, loss: 1.7166, grad_norm: 4.2934 2021-01-30 06:03:08,139 - mmaction - INFO - Epoch [52][1480/3757] lr: 1.000e-03, eta: 1 day, 1:23:03, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7660, loss: 1.7660, grad_norm: 4.2928 2021-01-30 06:03:14,312 - mmaction - INFO - Epoch [52][1500/3757] lr: 1.000e-03, eta: 1 day, 1:22:49, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8070, loss_cls: 1.7984, loss: 1.7984, grad_norm: 4.3647 2021-01-30 06:03:20,923 - mmaction - INFO - Epoch [52][1520/3757] lr: 1.000e-03, eta: 1 day, 1:22:36, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7500, loss: 1.7500, grad_norm: 4.2146 2021-01-30 06:03:26,941 - mmaction - INFO - Epoch [52][1540/3757] lr: 1.000e-03, eta: 1 day, 1:22:22, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7812, loss_cls: 1.8782, loss: 1.8782, grad_norm: 4.3541 2021-01-30 06:03:32,470 - mmaction - INFO - Epoch [52][1560/3757] lr: 1.000e-03, eta: 1 day, 1:22:08, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8273, loss_cls: 1.6745, loss: 1.6745, grad_norm: 4.1751 2021-01-30 06:03:38,093 - mmaction - INFO - Epoch [52][1580/3757] lr: 1.000e-03, eta: 1 day, 1:21:54, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7144, loss: 1.7144, grad_norm: 4.2119 2021-01-30 06:03:44,102 - mmaction - INFO - Epoch [52][1600/3757] lr: 1.000e-03, eta: 1 day, 1:21:40, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7711, loss: 1.7711, grad_norm: 4.1690 2021-01-30 06:03:50,861 - mmaction - INFO - Epoch [52][1620/3757] lr: 1.000e-03, eta: 1 day, 1:21:27, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7584, loss: 1.7584, grad_norm: 4.3487 2021-01-30 06:03:56,589 - mmaction - INFO - Epoch [52][1640/3757] lr: 1.000e-03, eta: 1 day, 1:21:13, time: 0.286, data_time: 0.000, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7984, loss_cls: 1.7486, loss: 1.7486, grad_norm: 4.2002 2021-01-30 06:04:02,731 - mmaction - INFO - Epoch [52][1660/3757] lr: 1.000e-03, eta: 1 day, 1:20:59, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.6981, loss: 1.6981, grad_norm: 4.1005 2021-01-30 06:04:09,309 - mmaction - INFO - Epoch [52][1680/3757] lr: 1.000e-03, eta: 1 day, 1:20:46, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8133, loss_cls: 1.6647, loss: 1.6647, grad_norm: 4.2185 2021-01-30 06:04:14,987 - mmaction - INFO - Epoch [52][1700/3757] lr: 1.000e-03, eta: 1 day, 1:20:32, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8172, loss_cls: 1.7299, loss: 1.7299, grad_norm: 4.2646 2021-01-30 06:04:20,871 - mmaction - INFO - Epoch [52][1720/3757] lr: 1.000e-03, eta: 1 day, 1:20:18, time: 0.294, data_time: 0.000, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7914, loss_cls: 1.8576, loss: 1.8576, grad_norm: 4.2858 2021-01-30 06:04:27,493 - mmaction - INFO - Epoch [52][1740/3757] lr: 1.000e-03, eta: 1 day, 1:20:05, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8094, loss_cls: 1.7244, loss: 1.7244, grad_norm: 4.2186 2021-01-30 06:04:33,953 - mmaction - INFO - Epoch [52][1760/3757] lr: 1.000e-03, eta: 1 day, 1:19:51, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7937, loss_cls: 1.7906, loss: 1.7906, grad_norm: 4.2113 2021-01-30 06:04:39,925 - mmaction - INFO - Epoch [52][1780/3757] lr: 1.000e-03, eta: 1 day, 1:19:38, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.8008, loss_cls: 1.8254, loss: 1.8254, grad_norm: 4.2571 2021-01-30 06:04:45,716 - mmaction - INFO - Epoch [52][1800/3757] lr: 1.000e-03, eta: 1 day, 1:19:24, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7914, loss_cls: 1.7771, loss: 1.7771, grad_norm: 4.2318 2021-01-30 06:04:53,000 - mmaction - INFO - Epoch [52][1820/3757] lr: 1.000e-03, eta: 1 day, 1:19:11, time: 0.365, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.7489, loss: 1.7489, grad_norm: 4.1073 2021-01-30 06:04:58,681 - mmaction - INFO - Epoch [52][1840/3757] lr: 1.000e-03, eta: 1 day, 1:18:57, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.8056, loss: 1.8056, grad_norm: 4.3093 2021-01-30 06:05:04,361 - mmaction - INFO - Epoch [52][1860/3757] lr: 1.000e-03, eta: 1 day, 1:18:43, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.1593 2021-01-30 06:05:10,085 - mmaction - INFO - Epoch [52][1880/3757] lr: 1.000e-03, eta: 1 day, 1:18:29, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.8202, loss: 1.8202, grad_norm: 4.2005 2021-01-30 06:05:16,497 - mmaction - INFO - Epoch [52][1900/3757] lr: 1.000e-03, eta: 1 day, 1:18:15, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7984, loss_cls: 1.7107, loss: 1.7107, grad_norm: 4.1173 2021-01-30 06:20:21,621 - mmaction - INFO - Epoch [52][1920/3757] lr: 1.000e-03, eta: 1 day, 1:32:08, time: 45.252, data_time: 44.950, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.7357, loss: 1.7357, grad_norm: 4.1848 2021-01-30 06:20:25,836 - mmaction - INFO - Epoch [52][1940/3757] lr: 1.000e-03, eta: 1 day, 1:31:52, time: 0.215, data_time: 0.011, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8000, loss_cls: 1.7419, loss: 1.7419, grad_norm: 4.1835 2021-01-30 06:20:29,982 - mmaction - INFO - Epoch [52][1960/3757] lr: 1.000e-03, eta: 1 day, 1:31:37, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7977, loss_cls: 1.7422, loss: 1.7422, grad_norm: 4.1760 2021-01-30 06:20:34,267 - mmaction - INFO - Epoch [52][1980/3757] lr: 1.000e-03, eta: 1 day, 1:31:21, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7867, loss_cls: 1.8173, loss: 1.8173, grad_norm: 4.2441 2021-01-30 06:20:38,406 - mmaction - INFO - Epoch [52][2000/3757] lr: 1.000e-03, eta: 1 day, 1:31:06, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.7752, loss: 1.7752, grad_norm: 4.3009 2021-01-30 06:20:42,833 - mmaction - INFO - Epoch [52][2020/3757] lr: 1.000e-03, eta: 1 day, 1:30:50, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7836, loss_cls: 1.8243, loss: 1.8243, grad_norm: 4.2897 2021-01-30 06:20:47,118 - mmaction - INFO - Epoch [52][2040/3757] lr: 1.000e-03, eta: 1 day, 1:30:35, time: 0.214, data_time: 0.000, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7674, loss: 1.7674, grad_norm: 4.1750 2021-01-30 06:20:51,510 - mmaction - INFO - Epoch [52][2060/3757] lr: 1.000e-03, eta: 1 day, 1:30:19, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8008, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.1692 2021-01-30 06:20:56,023 - mmaction - INFO - Epoch [52][2080/3757] lr: 1.000e-03, eta: 1 day, 1:30:04, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7969, loss_cls: 1.7896, loss: 1.7896, grad_norm: 4.1695 2021-01-30 06:21:00,615 - mmaction - INFO - Epoch [52][2100/3757] lr: 1.000e-03, eta: 1 day, 1:29:49, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8070, loss_cls: 1.7747, loss: 1.7747, grad_norm: 4.2259 2021-01-30 06:21:05,291 - mmaction - INFO - Epoch [52][2120/3757] lr: 1.000e-03, eta: 1 day, 1:29:33, time: 0.236, data_time: 0.003, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7261, loss: 1.7261, grad_norm: 4.2257 2021-01-30 06:21:10,242 - mmaction - INFO - Epoch [52][2140/3757] lr: 1.000e-03, eta: 1 day, 1:29:18, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8070, loss_cls: 1.7521, loss: 1.7521, grad_norm: 4.2957 2021-01-30 06:21:15,147 - mmaction - INFO - Epoch [52][2160/3757] lr: 1.000e-03, eta: 1 day, 1:29:04, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.7179, loss: 1.7179, grad_norm: 4.1492 2021-01-30 06:21:19,987 - mmaction - INFO - Epoch [52][2180/3757] lr: 1.000e-03, eta: 1 day, 1:28:48, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.7977, loss_cls: 1.7603, loss: 1.7603, grad_norm: 4.2200 2021-01-30 06:21:25,092 - mmaction - INFO - Epoch [52][2200/3757] lr: 1.000e-03, eta: 1 day, 1:28:34, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7579, loss: 1.7579, grad_norm: 4.1926 2021-01-30 06:21:30,115 - mmaction - INFO - Epoch [52][2220/3757] lr: 1.000e-03, eta: 1 day, 1:28:19, time: 0.251, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7937, loss_cls: 1.8337, loss: 1.8337, grad_norm: 4.2711 2021-01-30 06:21:35,285 - mmaction - INFO - Epoch [52][2240/3757] lr: 1.000e-03, eta: 1 day, 1:28:04, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.8008, loss_cls: 1.7764, loss: 1.7764, grad_norm: 4.3305 2021-01-30 06:21:40,076 - mmaction - INFO - Epoch [52][2260/3757] lr: 1.000e-03, eta: 1 day, 1:27:49, time: 0.240, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.7162, loss: 1.7162, grad_norm: 4.1685 2021-01-30 06:21:45,542 - mmaction - INFO - Epoch [52][2280/3757] lr: 1.000e-03, eta: 1 day, 1:27:35, time: 0.272, data_time: 0.000, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7294, loss: 1.7294, grad_norm: 4.2680 2021-01-30 06:21:50,918 - mmaction - INFO - Epoch [52][2300/3757] lr: 1.000e-03, eta: 1 day, 1:27:20, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.8586, loss: 1.8586, grad_norm: 4.3769 2021-01-30 06:21:56,498 - mmaction - INFO - Epoch [52][2320/3757] lr: 1.000e-03, eta: 1 day, 1:27:06, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7413, loss: 1.7413, grad_norm: 4.3104 2021-01-30 06:22:01,781 - mmaction - INFO - Epoch [52][2340/3757] lr: 1.000e-03, eta: 1 day, 1:26:51, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7789, loss_cls: 1.8517, loss: 1.8517, grad_norm: 4.2868 2021-01-30 06:22:07,278 - mmaction - INFO - Epoch [52][2360/3757] lr: 1.000e-03, eta: 1 day, 1:26:37, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8109, loss_cls: 1.7099, loss: 1.7099, grad_norm: 4.1720 2021-01-30 06:22:12,502 - mmaction - INFO - Epoch [52][2380/3757] lr: 1.000e-03, eta: 1 day, 1:26:22, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6979, loss: 1.6979, grad_norm: 4.1261 2021-01-30 06:22:18,534 - mmaction - INFO - Epoch [52][2400/3757] lr: 1.000e-03, eta: 1 day, 1:26:09, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8195, loss_cls: 1.6602, loss: 1.6602, grad_norm: 4.2367 2021-01-30 06:22:24,494 - mmaction - INFO - Epoch [52][2420/3757] lr: 1.000e-03, eta: 1 day, 1:25:55, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7922, loss_cls: 1.8268, loss: 1.8268, grad_norm: 4.4752 2021-01-30 06:22:29,867 - mmaction - INFO - Epoch [52][2440/3757] lr: 1.000e-03, eta: 1 day, 1:25:40, time: 0.269, data_time: 0.003, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8000, loss_cls: 1.7703, loss: 1.7703, grad_norm: 4.2344 2021-01-30 06:22:36,036 - mmaction - INFO - Epoch [52][2460/3757] lr: 1.000e-03, eta: 1 day, 1:25:26, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.7186, loss: 1.7186, grad_norm: 4.2267 2021-01-30 06:22:41,373 - mmaction - INFO - Epoch [52][2480/3757] lr: 1.000e-03, eta: 1 day, 1:25:12, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8164, loss_cls: 1.6398, loss: 1.6398, grad_norm: 4.2602 2021-01-30 06:22:47,067 - mmaction - INFO - Epoch [52][2500/3757] lr: 1.000e-03, eta: 1 day, 1:24:58, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.7375, loss: 1.7375, grad_norm: 4.2568 2021-01-30 06:22:52,407 - mmaction - INFO - Epoch [52][2520/3757] lr: 1.000e-03, eta: 1 day, 1:24:43, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.6673, loss: 1.6673, grad_norm: 4.2713 2021-01-30 06:22:57,795 - mmaction - INFO - Epoch [52][2540/3757] lr: 1.000e-03, eta: 1 day, 1:24:29, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8055, loss_cls: 1.7512, loss: 1.7512, grad_norm: 4.2618 2021-01-30 06:23:03,309 - mmaction - INFO - Epoch [52][2560/3757] lr: 1.000e-03, eta: 1 day, 1:24:14, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8008, loss_cls: 1.7507, loss: 1.7507, grad_norm: 4.3156 2021-01-30 06:23:09,213 - mmaction - INFO - Epoch [52][2580/3757] lr: 1.000e-03, eta: 1 day, 1:24:00, time: 0.298, data_time: 0.007, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7961, loss_cls: 1.7242, loss: 1.7242, grad_norm: 4.1559 2021-01-30 06:23:14,686 - mmaction - INFO - Epoch [52][2600/3757] lr: 1.000e-03, eta: 1 day, 1:23:46, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7992, loss_cls: 1.7307, loss: 1.7307, grad_norm: 4.1991 2021-01-30 06:23:20,512 - mmaction - INFO - Epoch [52][2620/3757] lr: 1.000e-03, eta: 1 day, 1:23:32, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8078, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.2877 2021-01-30 06:23:26,236 - mmaction - INFO - Epoch [52][2640/3757] lr: 1.000e-03, eta: 1 day, 1:23:18, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.7510, loss: 1.7510, grad_norm: 4.2708 2021-01-30 06:23:32,469 - mmaction - INFO - Epoch [52][2660/3757] lr: 1.000e-03, eta: 1 day, 1:23:04, time: 0.312, data_time: 0.003, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7922, loss_cls: 1.7908, loss: 1.7908, grad_norm: 4.3346 2021-01-30 06:23:38,091 - mmaction - INFO - Epoch [52][2680/3757] lr: 1.000e-03, eta: 1 day, 1:22:50, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8009, loss: 1.8009, grad_norm: 4.2481 2021-01-30 06:23:44,183 - mmaction - INFO - Epoch [52][2700/3757] lr: 1.000e-03, eta: 1 day, 1:22:36, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.8216, loss: 1.8216, grad_norm: 4.1690 2021-01-30 06:23:49,801 - mmaction - INFO - Epoch [52][2720/3757] lr: 1.000e-03, eta: 1 day, 1:22:22, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7961, loss_cls: 1.7991, loss: 1.7991, grad_norm: 4.1596 2021-01-30 06:23:56,194 - mmaction - INFO - Epoch [52][2740/3757] lr: 1.000e-03, eta: 1 day, 1:22:08, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8109, loss_cls: 1.7650, loss: 1.7650, grad_norm: 4.2000 2021-01-30 06:24:02,118 - mmaction - INFO - Epoch [52][2760/3757] lr: 1.000e-03, eta: 1 day, 1:21:54, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.7984, loss_cls: 1.7221, loss: 1.7221, grad_norm: 4.1476 2021-01-30 06:24:07,846 - mmaction - INFO - Epoch [52][2780/3757] lr: 1.000e-03, eta: 1 day, 1:21:40, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8023, loss_cls: 1.7580, loss: 1.7580, grad_norm: 4.2616 2021-01-30 06:24:13,343 - mmaction - INFO - Epoch [52][2800/3757] lr: 1.000e-03, eta: 1 day, 1:21:26, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7984, loss_cls: 1.7566, loss: 1.7566, grad_norm: 4.2695 2021-01-30 06:24:19,229 - mmaction - INFO - Epoch [52][2820/3757] lr: 1.000e-03, eta: 1 day, 1:21:12, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8195, loss_cls: 1.6545, loss: 1.6545, grad_norm: 4.0842 2021-01-30 06:24:25,466 - mmaction - INFO - Epoch [52][2840/3757] lr: 1.000e-03, eta: 1 day, 1:20:58, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8055, loss_cls: 1.7329, loss: 1.7329, grad_norm: 4.2499 2021-01-30 06:24:31,282 - mmaction - INFO - Epoch [52][2860/3757] lr: 1.000e-03, eta: 1 day, 1:20:44, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7945, loss_cls: 1.7444, loss: 1.7444, grad_norm: 4.2453 2021-01-30 06:24:37,486 - mmaction - INFO - Epoch [52][2880/3757] lr: 1.000e-03, eta: 1 day, 1:20:31, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8023, loss_cls: 1.7242, loss: 1.7242, grad_norm: 4.2936 2021-01-30 06:24:43,325 - mmaction - INFO - Epoch [52][2900/3757] lr: 1.000e-03, eta: 1 day, 1:20:17, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7937, loss_cls: 1.7789, loss: 1.7789, grad_norm: 4.2512 2021-01-30 06:24:49,091 - mmaction - INFO - Epoch [52][2920/3757] lr: 1.000e-03, eta: 1 day, 1:20:03, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.7992, loss_cls: 1.7623, loss: 1.7623, grad_norm: 4.1199 2021-01-30 06:24:55,530 - mmaction - INFO - Epoch [52][2940/3757] lr: 1.000e-03, eta: 1 day, 1:19:49, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8109, loss_cls: 1.7474, loss: 1.7474, grad_norm: 4.2039 2021-01-30 06:25:01,459 - mmaction - INFO - Epoch [52][2960/3757] lr: 1.000e-03, eta: 1 day, 1:19:35, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8000, loss_cls: 1.7469, loss: 1.7469, grad_norm: 4.2348 2021-01-30 06:25:07,861 - mmaction - INFO - Epoch [52][2980/3757] lr: 1.000e-03, eta: 1 day, 1:19:22, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7836, loss_cls: 1.8063, loss: 1.8063, grad_norm: 4.2243 2021-01-30 06:25:14,344 - mmaction - INFO - Epoch [52][3000/3757] lr: 1.000e-03, eta: 1 day, 1:19:08, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.8000, loss_cls: 1.8085, loss: 1.8085, grad_norm: 4.3599 2021-01-30 06:25:20,770 - mmaction - INFO - Epoch [52][3020/3757] lr: 1.000e-03, eta: 1 day, 1:18:55, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7930, loss_cls: 1.7625, loss: 1.7625, grad_norm: 4.2346 2021-01-30 06:25:27,097 - mmaction - INFO - Epoch [52][3040/3757] lr: 1.000e-03, eta: 1 day, 1:18:41, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7922, loss_cls: 1.8002, loss: 1.8002, grad_norm: 4.4188 2021-01-30 06:25:32,965 - mmaction - INFO - Epoch [52][3060/3757] lr: 1.000e-03, eta: 1 day, 1:18:27, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8211, loss_cls: 1.7162, loss: 1.7162, grad_norm: 4.2841 2021-01-30 06:25:39,252 - mmaction - INFO - Epoch [52][3080/3757] lr: 1.000e-03, eta: 1 day, 1:18:14, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8016, loss_cls: 1.6950, loss: 1.6950, grad_norm: 4.2242 2021-01-30 06:25:45,061 - mmaction - INFO - Epoch [52][3100/3757] lr: 1.000e-03, eta: 1 day, 1:18:00, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5461, top5_acc: 0.7852, loss_cls: 1.8539, loss: 1.8539, grad_norm: 4.2677 2021-01-30 06:25:51,393 - mmaction - INFO - Epoch [52][3120/3757] lr: 1.000e-03, eta: 1 day, 1:17:46, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8078, loss_cls: 1.6926, loss: 1.6926, grad_norm: 4.1123 2021-01-30 06:25:57,200 - mmaction - INFO - Epoch [52][3140/3757] lr: 1.000e-03, eta: 1 day, 1:17:32, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8250, loss_cls: 1.6531, loss: 1.6531, grad_norm: 4.1799 2021-01-30 06:26:02,791 - mmaction - INFO - Epoch [52][3160/3757] lr: 1.000e-03, eta: 1 day, 1:17:18, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.7094, loss: 1.7094, grad_norm: 4.2151 2021-01-30 06:26:10,337 - mmaction - INFO - Epoch [52][3180/3757] lr: 1.000e-03, eta: 1 day, 1:17:06, time: 0.378, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8039, loss_cls: 1.6828, loss: 1.6828, grad_norm: 4.1348 2021-01-30 06:26:16,700 - mmaction - INFO - Epoch [52][3200/3757] lr: 1.000e-03, eta: 1 day, 1:16:52, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8187, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.2205 2021-01-30 06:26:22,407 - mmaction - INFO - Epoch [52][3220/3757] lr: 1.000e-03, eta: 1 day, 1:16:38, time: 0.286, data_time: 0.005, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.7456, loss: 1.7456, grad_norm: 4.2261 2021-01-30 06:26:28,199 - mmaction - INFO - Epoch [52][3240/3757] lr: 1.000e-03, eta: 1 day, 1:16:24, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8258, loss_cls: 1.6401, loss: 1.6401, grad_norm: 4.1624 2021-01-30 06:26:34,594 - mmaction - INFO - Epoch [52][3260/3757] lr: 1.000e-03, eta: 1 day, 1:16:10, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8133, loss_cls: 1.6578, loss: 1.6578, grad_norm: 4.2206 2021-01-30 06:26:40,243 - mmaction - INFO - Epoch [52][3280/3757] lr: 1.000e-03, eta: 1 day, 1:15:56, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7906, loss_cls: 1.8335, loss: 1.8335, grad_norm: 4.4113 2021-01-30 06:26:47,275 - mmaction - INFO - Epoch [52][3300/3757] lr: 1.000e-03, eta: 1 day, 1:15:43, time: 0.352, data_time: 0.002, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7852, loss_cls: 1.8946, loss: 1.8946, grad_norm: 4.3302 2021-01-30 06:26:52,884 - mmaction - INFO - Epoch [52][3320/3757] lr: 1.000e-03, eta: 1 day, 1:15:29, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.7953, loss_cls: 1.7678, loss: 1.7678, grad_norm: 4.1207 2021-01-30 06:26:58,596 - mmaction - INFO - Epoch [52][3340/3757] lr: 1.000e-03, eta: 1 day, 1:15:15, time: 0.286, data_time: 0.005, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8141, loss_cls: 1.6648, loss: 1.6648, grad_norm: 4.1694 2021-01-30 06:27:04,553 - mmaction - INFO - Epoch [52][3360/3757] lr: 1.000e-03, eta: 1 day, 1:15:01, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7977, loss_cls: 1.7132, loss: 1.7132, grad_norm: 4.1336 2021-01-30 06:27:10,769 - mmaction - INFO - Epoch [52][3380/3757] lr: 1.000e-03, eta: 1 day, 1:14:48, time: 0.311, data_time: 0.004, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7875, loss_cls: 1.8418, loss: 1.8418, grad_norm: 4.3823 2021-01-30 06:27:17,013 - mmaction - INFO - Epoch [52][3400/3757] lr: 1.000e-03, eta: 1 day, 1:14:34, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8234, loss_cls: 1.7333, loss: 1.7333, grad_norm: 4.3049 2021-01-30 06:27:23,501 - mmaction - INFO - Epoch [52][3420/3757] lr: 1.000e-03, eta: 1 day, 1:14:21, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7828, loss_cls: 1.8643, loss: 1.8643, grad_norm: 4.3932 2021-01-30 06:27:29,952 - mmaction - INFO - Epoch [52][3440/3757] lr: 1.000e-03, eta: 1 day, 1:14:07, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7953, loss_cls: 1.7869, loss: 1.7869, grad_norm: 4.1870 2021-01-30 06:27:36,225 - mmaction - INFO - Epoch [52][3460/3757] lr: 1.000e-03, eta: 1 day, 1:13:54, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8078, loss_cls: 1.7091, loss: 1.7091, grad_norm: 4.1272 2021-01-30 06:27:42,661 - mmaction - INFO - Epoch [52][3480/3757] lr: 1.000e-03, eta: 1 day, 1:13:40, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7805, loss_cls: 1.8464, loss: 1.8464, grad_norm: 4.2973 2021-01-30 06:27:48,619 - mmaction - INFO - Epoch [52][3500/3757] lr: 1.000e-03, eta: 1 day, 1:13:27, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.7461, loss: 1.7461, grad_norm: 4.1429 2021-01-30 06:27:55,002 - mmaction - INFO - Epoch [52][3520/3757] lr: 1.000e-03, eta: 1 day, 1:13:13, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8102, loss_cls: 1.7605, loss: 1.7605, grad_norm: 4.2283 2021-01-30 06:28:01,705 - mmaction - INFO - Epoch [52][3540/3757] lr: 1.000e-03, eta: 1 day, 1:13:00, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7805, loss_cls: 1.8815, loss: 1.8815, grad_norm: 4.3053 2021-01-30 06:28:07,681 - mmaction - INFO - Epoch [52][3560/3757] lr: 1.000e-03, eta: 1 day, 1:12:46, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7984, loss_cls: 1.7455, loss: 1.7455, grad_norm: 4.1257 2021-01-30 06:28:13,870 - mmaction - INFO - Epoch [52][3580/3757] lr: 1.000e-03, eta: 1 day, 1:12:32, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.8063, loss_cls: 1.8111, loss: 1.8111, grad_norm: 4.2610 2021-01-30 06:28:20,293 - mmaction - INFO - Epoch [52][3600/3757] lr: 1.000e-03, eta: 1 day, 1:12:19, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7914, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.0539 2021-01-30 06:28:26,205 - mmaction - INFO - Epoch [52][3620/3757] lr: 1.000e-03, eta: 1 day, 1:12:05, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8086, loss_cls: 1.7349, loss: 1.7349, grad_norm: 4.1970 2021-01-30 06:28:32,255 - mmaction - INFO - Epoch [52][3640/3757] lr: 1.000e-03, eta: 1 day, 1:11:51, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8039, loss_cls: 1.7794, loss: 1.7794, grad_norm: 4.2859 2021-01-30 06:28:38,875 - mmaction - INFO - Epoch [52][3660/3757] lr: 1.000e-03, eta: 1 day, 1:11:38, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.7129, loss: 1.7129, grad_norm: 4.2820 2021-01-30 06:28:45,374 - mmaction - INFO - Epoch [52][3680/3757] lr: 1.000e-03, eta: 1 day, 1:11:25, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.7028, loss: 1.7028, grad_norm: 4.2342 2021-01-30 06:28:51,250 - mmaction - INFO - Epoch [52][3700/3757] lr: 1.000e-03, eta: 1 day, 1:11:11, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7397, loss: 1.7397, grad_norm: 4.2536 2021-01-30 06:28:56,751 - mmaction - INFO - Epoch [52][3720/3757] lr: 1.000e-03, eta: 1 day, 1:10:57, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7977, loss_cls: 1.7531, loss: 1.7531, grad_norm: 4.2608 2021-01-30 06:29:03,239 - mmaction - INFO - Epoch [52][3740/3757] lr: 1.000e-03, eta: 1 day, 1:10:43, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8195, loss_cls: 1.6433, loss: 1.6433, grad_norm: 4.1657 2021-01-30 06:29:28,351 - mmaction - INFO - Saving checkpoint at 52 epochs 2021-01-30 06:41:03,377 - mmaction - INFO - Epoch [53][20/3757] lr: 1.000e-03, eta: 1 day, 1:20:48, time: 34.725, data_time: 34.121, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8195, loss_cls: 1.6310, loss: 1.6310, grad_norm: 4.1346 2021-01-30 06:41:07,576 - mmaction - INFO - Epoch [53][40/3757] lr: 1.000e-03, eta: 1 day, 1:20:33, time: 0.219, data_time: 0.011, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8102, loss_cls: 1.7898, loss: 1.7898, grad_norm: 4.2472 2021-01-30 06:41:11,777 - mmaction - INFO - Epoch [53][60/3757] lr: 1.000e-03, eta: 1 day, 1:20:18, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8023, loss_cls: 1.6993, loss: 1.6993, grad_norm: 4.1419 2021-01-30 06:41:15,964 - mmaction - INFO - Epoch [53][80/3757] lr: 1.000e-03, eta: 1 day, 1:20:02, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8031, loss_cls: 1.7480, loss: 1.7480, grad_norm: 4.2127 2021-01-30 06:41:20,174 - mmaction - INFO - Epoch [53][100/3757] lr: 1.000e-03, eta: 1 day, 1:19:46, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7733, loss: 1.7733, grad_norm: 4.2644 2021-01-30 06:41:24,414 - mmaction - INFO - Epoch [53][120/3757] lr: 1.000e-03, eta: 1 day, 1:19:31, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8063, loss_cls: 1.6723, loss: 1.6723, grad_norm: 4.1756 2021-01-30 06:41:28,581 - mmaction - INFO - Epoch [53][140/3757] lr: 1.000e-03, eta: 1 day, 1:19:15, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7977, loss_cls: 1.7563, loss: 1.7563, grad_norm: 4.3245 2021-01-30 06:41:32,834 - mmaction - INFO - Epoch [53][160/3757] lr: 1.000e-03, eta: 1 day, 1:19:00, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7828, loss_cls: 1.8305, loss: 1.8305, grad_norm: 4.2783 2021-01-30 06:41:37,009 - mmaction - INFO - Epoch [53][180/3757] lr: 1.000e-03, eta: 1 day, 1:18:44, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8031, loss_cls: 1.7650, loss: 1.7650, grad_norm: 4.1992 2021-01-30 06:41:41,258 - mmaction - INFO - Epoch [53][200/3757] lr: 1.000e-03, eta: 1 day, 1:18:29, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8094, loss_cls: 1.7151, loss: 1.7151, grad_norm: 4.1659 2021-01-30 06:41:45,426 - mmaction - INFO - Epoch [53][220/3757] lr: 1.000e-03, eta: 1 day, 1:18:13, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8000, loss_cls: 1.7302, loss: 1.7302, grad_norm: 4.2868 2021-01-30 06:41:49,611 - mmaction - INFO - Epoch [53][240/3757] lr: 1.000e-03, eta: 1 day, 1:17:57, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7805, loss_cls: 1.8270, loss: 1.8270, grad_norm: 4.2456 2021-01-30 06:41:53,941 - mmaction - INFO - Epoch [53][260/3757] lr: 1.000e-03, eta: 1 day, 1:17:42, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.6744, loss: 1.6744, grad_norm: 4.1315 2021-01-30 06:41:58,243 - mmaction - INFO - Epoch [53][280/3757] lr: 1.000e-03, eta: 1 day, 1:17:26, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.7089, loss: 1.7089, grad_norm: 4.2855 2021-01-30 06:42:02,709 - mmaction - INFO - Epoch [53][300/3757] lr: 1.000e-03, eta: 1 day, 1:17:11, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8281, loss_cls: 1.6482, loss: 1.6482, grad_norm: 4.2132 2021-01-30 06:42:06,943 - mmaction - INFO - Epoch [53][320/3757] lr: 1.000e-03, eta: 1 day, 1:16:56, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8117, loss_cls: 1.7112, loss: 1.7112, grad_norm: 4.2854 2021-01-30 06:42:11,324 - mmaction - INFO - Epoch [53][340/3757] lr: 1.000e-03, eta: 1 day, 1:16:40, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8164, loss_cls: 1.7447, loss: 1.7447, grad_norm: 4.3426 2021-01-30 06:42:15,663 - mmaction - INFO - Epoch [53][360/3757] lr: 1.000e-03, eta: 1 day, 1:16:25, time: 0.218, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8195, loss_cls: 1.6933, loss: 1.6933, grad_norm: 4.2804 2021-01-30 06:42:19,955 - mmaction - INFO - Epoch [53][380/3757] lr: 1.000e-03, eta: 1 day, 1:16:09, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8055, loss_cls: 1.7288, loss: 1.7288, grad_norm: 4.2790 2021-01-30 06:42:24,452 - mmaction - INFO - Epoch [53][400/3757] lr: 1.000e-03, eta: 1 day, 1:15:54, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7953, loss_cls: 1.7967, loss: 1.7967, grad_norm: 4.2721 2021-01-30 06:42:28,742 - mmaction - INFO - Epoch [53][420/3757] lr: 1.000e-03, eta: 1 day, 1:15:39, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7828, loss_cls: 1.8878, loss: 1.8878, grad_norm: 4.3560 2021-01-30 06:42:33,251 - mmaction - INFO - Epoch [53][440/3757] lr: 1.000e-03, eta: 1 day, 1:15:23, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.8008, loss_cls: 1.7584, loss: 1.7584, grad_norm: 4.1930 2021-01-30 06:42:37,687 - mmaction - INFO - Epoch [53][460/3757] lr: 1.000e-03, eta: 1 day, 1:15:08, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8094, loss_cls: 1.6287, loss: 1.6287, grad_norm: 4.0834 2021-01-30 06:42:42,578 - mmaction - INFO - Epoch [53][480/3757] lr: 1.000e-03, eta: 1 day, 1:14:53, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7922, loss_cls: 1.7842, loss: 1.7842, grad_norm: 4.3026 2021-01-30 06:42:46,998 - mmaction - INFO - Epoch [53][500/3757] lr: 1.000e-03, eta: 1 day, 1:14:38, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7945, loss_cls: 1.7129, loss: 1.7129, grad_norm: 4.1441 2021-01-30 06:42:51,437 - mmaction - INFO - Epoch [53][520/3757] lr: 1.000e-03, eta: 1 day, 1:14:23, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7945, loss_cls: 1.7200, loss: 1.7200, grad_norm: 4.1582 2021-01-30 06:42:56,375 - mmaction - INFO - Epoch [53][540/3757] lr: 1.000e-03, eta: 1 day, 1:14:08, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8055, loss_cls: 1.7942, loss: 1.7942, grad_norm: 4.4005 2021-01-30 06:43:01,797 - mmaction - INFO - Epoch [53][560/3757] lr: 1.000e-03, eta: 1 day, 1:13:53, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.7470, loss: 1.7470, grad_norm: 4.1740 2021-01-30 06:43:06,804 - mmaction - INFO - Epoch [53][580/3757] lr: 1.000e-03, eta: 1 day, 1:13:39, time: 0.251, data_time: 0.003, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8172, loss_cls: 1.6945, loss: 1.6945, grad_norm: 4.0789 2021-01-30 06:43:11,714 - mmaction - INFO - Epoch [53][600/3757] lr: 1.000e-03, eta: 1 day, 1:13:24, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8172, loss_cls: 1.6713, loss: 1.6713, grad_norm: 4.1910 2021-01-30 06:43:16,903 - mmaction - INFO - Epoch [53][620/3757] lr: 1.000e-03, eta: 1 day, 1:13:09, time: 0.259, data_time: 0.005, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.7055, loss: 1.7055, grad_norm: 4.2666 2021-01-30 06:43:22,892 - mmaction - INFO - Epoch [53][640/3757] lr: 1.000e-03, eta: 1 day, 1:12:55, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8094, loss_cls: 1.7589, loss: 1.7589, grad_norm: 4.3077 2021-01-30 06:43:28,182 - mmaction - INFO - Epoch [53][660/3757] lr: 1.000e-03, eta: 1 day, 1:12:41, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7945, loss_cls: 1.7764, loss: 1.7764, grad_norm: 4.3379 2021-01-30 06:43:33,487 - mmaction - INFO - Epoch [53][680/3757] lr: 1.000e-03, eta: 1 day, 1:12:26, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8047, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.1958 2021-01-30 06:43:39,600 - mmaction - INFO - Epoch [53][700/3757] lr: 1.000e-03, eta: 1 day, 1:12:12, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8086, loss_cls: 1.7227, loss: 1.7227, grad_norm: 4.1914 2021-01-30 06:43:44,804 - mmaction - INFO - Epoch [53][720/3757] lr: 1.000e-03, eta: 1 day, 1:11:58, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8117, loss_cls: 1.6916, loss: 1.6916, grad_norm: 4.2525 2021-01-30 06:43:49,713 - mmaction - INFO - Epoch [53][740/3757] lr: 1.000e-03, eta: 1 day, 1:11:43, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8023, loss_cls: 1.7106, loss: 1.7106, grad_norm: 4.2792 2021-01-30 06:43:55,194 - mmaction - INFO - Epoch [53][760/3757] lr: 1.000e-03, eta: 1 day, 1:11:29, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8070, loss_cls: 1.7631, loss: 1.7631, grad_norm: 4.3368 2021-01-30 06:44:00,722 - mmaction - INFO - Epoch [53][780/3757] lr: 1.000e-03, eta: 1 day, 1:11:14, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.8039, loss_cls: 1.8000, loss: 1.8000, grad_norm: 4.3107 2021-01-30 06:44:06,911 - mmaction - INFO - Epoch [53][800/3757] lr: 1.000e-03, eta: 1 day, 1:11:01, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.6797, loss: 1.6797, grad_norm: 4.2071 2021-01-30 06:44:13,010 - mmaction - INFO - Epoch [53][820/3757] lr: 1.000e-03, eta: 1 day, 1:10:47, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.8102, loss_cls: 1.7622, loss: 1.7622, grad_norm: 4.2631 2021-01-30 06:44:18,795 - mmaction - INFO - Epoch [53][840/3757] lr: 1.000e-03, eta: 1 day, 1:10:33, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8180, loss_cls: 1.7010, loss: 1.7010, grad_norm: 4.2353 2021-01-30 06:44:24,358 - mmaction - INFO - Epoch [53][860/3757] lr: 1.000e-03, eta: 1 day, 1:10:19, time: 0.278, data_time: 0.000, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8016, loss_cls: 1.7876, loss: 1.7876, grad_norm: 4.3444 2021-01-30 06:44:30,599 - mmaction - INFO - Epoch [53][880/3757] lr: 1.000e-03, eta: 1 day, 1:10:05, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8063, loss_cls: 1.7595, loss: 1.7595, grad_norm: 4.2666 2021-01-30 06:44:35,793 - mmaction - INFO - Epoch [53][900/3757] lr: 1.000e-03, eta: 1 day, 1:09:50, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8109, loss_cls: 1.6722, loss: 1.6722, grad_norm: 4.2134 2021-01-30 06:44:41,878 - mmaction - INFO - Epoch [53][920/3757] lr: 1.000e-03, eta: 1 day, 1:09:37, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7930, loss_cls: 1.8329, loss: 1.8329, grad_norm: 4.2597 2021-01-30 06:44:48,149 - mmaction - INFO - Epoch [53][940/3757] lr: 1.000e-03, eta: 1 day, 1:09:23, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8016, loss_cls: 1.7593, loss: 1.7593, grad_norm: 4.2930 2021-01-30 06:44:54,197 - mmaction - INFO - Epoch [53][960/3757] lr: 1.000e-03, eta: 1 day, 1:09:09, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7428, loss: 1.7428, grad_norm: 4.1768 2021-01-30 06:45:00,366 - mmaction - INFO - Epoch [53][980/3757] lr: 1.000e-03, eta: 1 day, 1:08:56, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7914, loss_cls: 1.7746, loss: 1.7746, grad_norm: 4.2393 2021-01-30 06:45:06,309 - mmaction - INFO - Epoch [53][1000/3757] lr: 1.000e-03, eta: 1 day, 1:08:42, time: 0.297, data_time: 0.004, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8031, loss_cls: 1.7404, loss: 1.7404, grad_norm: 4.2228 2021-01-30 06:45:12,224 - mmaction - INFO - Epoch [53][1020/3757] lr: 1.000e-03, eta: 1 day, 1:08:28, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8016, loss_cls: 1.7815, loss: 1.7815, grad_norm: 4.2542 2021-01-30 06:45:17,638 - mmaction - INFO - Epoch [53][1040/3757] lr: 1.000e-03, eta: 1 day, 1:08:13, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.7374, loss: 1.7374, grad_norm: 4.1679 2021-01-30 06:45:24,004 - mmaction - INFO - Epoch [53][1060/3757] lr: 1.000e-03, eta: 1 day, 1:08:00, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8055, loss_cls: 1.7237, loss: 1.7237, grad_norm: 4.2786 2021-01-30 06:45:30,005 - mmaction - INFO - Epoch [53][1080/3757] lr: 1.000e-03, eta: 1 day, 1:07:46, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6653, loss: 1.6653, grad_norm: 4.0671 2021-01-30 06:45:35,956 - mmaction - INFO - Epoch [53][1100/3757] lr: 1.000e-03, eta: 1 day, 1:07:32, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6729, loss: 1.6729, grad_norm: 4.2235 2021-01-30 06:45:42,060 - mmaction - INFO - Epoch [53][1120/3757] lr: 1.000e-03, eta: 1 day, 1:07:18, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.8479, loss: 1.8479, grad_norm: 4.4119 2021-01-30 06:45:47,725 - mmaction - INFO - Epoch [53][1140/3757] lr: 1.000e-03, eta: 1 day, 1:07:04, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8148, loss_cls: 1.7425, loss: 1.7425, grad_norm: 4.1923 2021-01-30 06:45:54,356 - mmaction - INFO - Epoch [53][1160/3757] lr: 1.000e-03, eta: 1 day, 1:06:51, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8133, loss_cls: 1.7508, loss: 1.7508, grad_norm: 4.2960 2021-01-30 06:45:59,559 - mmaction - INFO - Epoch [53][1180/3757] lr: 1.000e-03, eta: 1 day, 1:06:37, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7992, loss_cls: 1.7732, loss: 1.7732, grad_norm: 4.2444 2021-01-30 06:46:05,274 - mmaction - INFO - Epoch [53][1200/3757] lr: 1.000e-03, eta: 1 day, 1:06:22, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7898, loss_cls: 1.8580, loss: 1.8580, grad_norm: 4.2047 2021-01-30 06:46:11,265 - mmaction - INFO - Epoch [53][1220/3757] lr: 1.000e-03, eta: 1 day, 1:06:09, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8078, loss_cls: 1.7171, loss: 1.7171, grad_norm: 4.1222 2021-01-30 06:46:16,993 - mmaction - INFO - Epoch [53][1240/3757] lr: 1.000e-03, eta: 1 day, 1:05:55, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7961, loss_cls: 1.7655, loss: 1.7655, grad_norm: 4.1874 2021-01-30 06:46:22,760 - mmaction - INFO - Epoch [53][1260/3757] lr: 1.000e-03, eta: 1 day, 1:05:41, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7891, loss_cls: 1.8345, loss: 1.8345, grad_norm: 4.2902 2021-01-30 06:46:28,665 - mmaction - INFO - Epoch [53][1280/3757] lr: 1.000e-03, eta: 1 day, 1:05:27, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7961, loss_cls: 1.8305, loss: 1.8305, grad_norm: 4.2504 2021-01-30 06:46:35,125 - mmaction - INFO - Epoch [53][1300/3757] lr: 1.000e-03, eta: 1 day, 1:05:13, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.6862, loss: 1.6862, grad_norm: 4.1331 2021-01-30 06:46:41,378 - mmaction - INFO - Epoch [53][1320/3757] lr: 1.000e-03, eta: 1 day, 1:05:00, time: 0.313, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.7084, loss: 1.7084, grad_norm: 4.3484 2021-01-30 06:46:47,896 - mmaction - INFO - Epoch [53][1340/3757] lr: 1.000e-03, eta: 1 day, 1:04:46, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7977, loss_cls: 1.8257, loss: 1.8257, grad_norm: 4.4039 2021-01-30 06:46:53,421 - mmaction - INFO - Epoch [53][1360/3757] lr: 1.000e-03, eta: 1 day, 1:04:32, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8219, loss_cls: 1.7109, loss: 1.7109, grad_norm: 4.2566 2021-01-30 06:46:59,395 - mmaction - INFO - Epoch [53][1380/3757] lr: 1.000e-03, eta: 1 day, 1:04:18, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7914, loss_cls: 1.8119, loss: 1.8119, grad_norm: 4.2973 2021-01-30 06:47:05,676 - mmaction - INFO - Epoch [53][1400/3757] lr: 1.000e-03, eta: 1 day, 1:04:05, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8109, loss_cls: 1.7425, loss: 1.7425, grad_norm: 4.2184 2021-01-30 06:47:11,712 - mmaction - INFO - Epoch [53][1420/3757] lr: 1.000e-03, eta: 1 day, 1:03:51, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7773, loss_cls: 1.8122, loss: 1.8122, grad_norm: 4.1484 2021-01-30 06:47:17,640 - mmaction - INFO - Epoch [53][1440/3757] lr: 1.000e-03, eta: 1 day, 1:03:37, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8055, loss_cls: 1.7436, loss: 1.7436, grad_norm: 4.1319 2021-01-30 06:47:24,139 - mmaction - INFO - Epoch [53][1460/3757] lr: 1.000e-03, eta: 1 day, 1:03:24, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.5398, top5_acc: 0.7953, loss_cls: 1.8873, loss: 1.8873, grad_norm: 4.2696 2021-01-30 06:47:30,175 - mmaction - INFO - Epoch [53][1480/3757] lr: 1.000e-03, eta: 1 day, 1:03:10, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7883, loss_cls: 1.8133, loss: 1.8133, grad_norm: 4.2568 2021-01-30 06:47:36,057 - mmaction - INFO - Epoch [53][1500/3757] lr: 1.000e-03, eta: 1 day, 1:02:56, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7875, loss_cls: 1.8119, loss: 1.8119, grad_norm: 4.2342 2021-01-30 06:47:41,892 - mmaction - INFO - Epoch [53][1520/3757] lr: 1.000e-03, eta: 1 day, 1:02:42, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7450, loss: 1.7450, grad_norm: 4.1883 2021-01-30 06:47:47,574 - mmaction - INFO - Epoch [53][1540/3757] lr: 1.000e-03, eta: 1 day, 1:02:28, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.6055, top5_acc: 0.7992, loss_cls: 1.7095, loss: 1.7095, grad_norm: 4.1635 2021-01-30 06:47:54,055 - mmaction - INFO - Epoch [53][1560/3757] lr: 1.000e-03, eta: 1 day, 1:02:15, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8094, loss_cls: 1.7118, loss: 1.7118, grad_norm: 4.1272 2021-01-30 06:48:00,133 - mmaction - INFO - Epoch [53][1580/3757] lr: 1.000e-03, eta: 1 day, 1:02:01, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.7930, loss_cls: 1.7457, loss: 1.7457, grad_norm: 4.0956 2021-01-30 06:48:06,377 - mmaction - INFO - Epoch [53][1600/3757] lr: 1.000e-03, eta: 1 day, 1:01:47, time: 0.312, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8039, loss_cls: 1.7509, loss: 1.7509, grad_norm: 4.3170 2021-01-30 06:48:12,605 - mmaction - INFO - Epoch [53][1620/3757] lr: 1.000e-03, eta: 1 day, 1:01:34, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8016, loss_cls: 1.7560, loss: 1.7560, grad_norm: 4.2634 2021-01-30 06:48:18,823 - mmaction - INFO - Epoch [53][1640/3757] lr: 1.000e-03, eta: 1 day, 1:01:20, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7290, loss: 1.7290, grad_norm: 4.2382 2021-01-30 06:48:25,440 - mmaction - INFO - Epoch [53][1660/3757] lr: 1.000e-03, eta: 1 day, 1:01:07, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7859, loss_cls: 1.8513, loss: 1.8513, grad_norm: 4.2887 2021-01-30 06:48:31,300 - mmaction - INFO - Epoch [53][1680/3757] lr: 1.000e-03, eta: 1 day, 1:00:53, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.6638, loss: 1.6638, grad_norm: 4.1986 2021-01-30 06:48:37,783 - mmaction - INFO - Epoch [53][1700/3757] lr: 1.000e-03, eta: 1 day, 1:00:40, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.6166, loss: 1.6166, grad_norm: 4.1701 2021-01-30 06:48:43,564 - mmaction - INFO - Epoch [53][1720/3757] lr: 1.000e-03, eta: 1 day, 1:00:26, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8078, loss_cls: 1.7217, loss: 1.7217, grad_norm: 4.2076 2021-01-30 06:48:49,766 - mmaction - INFO - Epoch [53][1740/3757] lr: 1.000e-03, eta: 1 day, 1:00:12, time: 0.310, data_time: 0.000, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8000, loss_cls: 1.7333, loss: 1.7333, grad_norm: 4.2075 2021-01-30 06:48:55,631 - mmaction - INFO - Epoch [53][1760/3757] lr: 1.000e-03, eta: 1 day, 0:59:58, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.7822, loss: 1.7822, grad_norm: 4.2420 2021-01-30 06:49:02,209 - mmaction - INFO - Epoch [53][1780/3757] lr: 1.000e-03, eta: 1 day, 0:59:45, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7977, loss_cls: 1.7707, loss: 1.7707, grad_norm: 4.2860 2021-01-30 06:49:08,576 - mmaction - INFO - Epoch [53][1800/3757] lr: 1.000e-03, eta: 1 day, 0:59:32, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7930, loss_cls: 1.8238, loss: 1.8238, grad_norm: 4.3601 2021-01-30 06:49:14,764 - mmaction - INFO - Epoch [53][1820/3757] lr: 1.000e-03, eta: 1 day, 0:59:18, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.7930, loss_cls: 1.7515, loss: 1.7515, grad_norm: 4.1508 2021-01-30 06:49:21,150 - mmaction - INFO - Epoch [53][1840/3757] lr: 1.000e-03, eta: 1 day, 0:59:05, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.6771, loss: 1.6771, grad_norm: 4.1814 2021-01-30 06:49:27,356 - mmaction - INFO - Epoch [53][1860/3757] lr: 1.000e-03, eta: 1 day, 0:58:51, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7984, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.1942 2021-01-30 06:49:32,959 - mmaction - INFO - Epoch [53][1880/3757] lr: 1.000e-03, eta: 1 day, 0:58:37, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.7510, loss: 1.7510, grad_norm: 4.2048 2021-01-30 06:49:39,080 - mmaction - INFO - Epoch [53][1900/3757] lr: 1.000e-03, eta: 1 day, 0:58:23, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7937, loss_cls: 1.7825, loss: 1.7825, grad_norm: 4.2192 2021-01-30 06:49:44,890 - mmaction - INFO - Epoch [53][1920/3757] lr: 1.000e-03, eta: 1 day, 0:58:09, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8000, loss_cls: 1.7447, loss: 1.7447, grad_norm: 4.2287 2021-01-30 06:49:51,745 - mmaction - INFO - Epoch [53][1940/3757] lr: 1.000e-03, eta: 1 day, 0:57:56, time: 0.342, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8094, loss_cls: 1.7135, loss: 1.7135, grad_norm: 4.2095 2021-01-30 06:49:58,292 - mmaction - INFO - Epoch [53][1960/3757] lr: 1.000e-03, eta: 1 day, 0:57:43, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.6758, loss: 1.6758, grad_norm: 4.1350 2021-01-30 06:50:04,146 - mmaction - INFO - Epoch [53][1980/3757] lr: 1.000e-03, eta: 1 day, 0:57:29, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8081, loss: 1.8081, grad_norm: 4.3860 2021-01-30 06:50:09,658 - mmaction - INFO - Epoch [53][2000/3757] lr: 1.000e-03, eta: 1 day, 0:57:15, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.6986, loss: 1.6986, grad_norm: 4.2607 2021-01-30 06:50:16,752 - mmaction - INFO - Epoch [53][2020/3757] lr: 1.000e-03, eta: 1 day, 0:57:02, time: 0.353, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8172, loss_cls: 1.6917, loss: 1.6917, grad_norm: 4.2083 2021-01-30 06:50:23,003 - mmaction - INFO - Epoch [53][2040/3757] lr: 1.000e-03, eta: 1 day, 0:56:49, time: 0.313, data_time: 0.004, memory: 3385, top1_acc: 0.5656, top5_acc: 0.8055, loss_cls: 1.7509, loss: 1.7509, grad_norm: 4.2740 2021-01-30 06:50:28,902 - mmaction - INFO - Epoch [53][2060/3757] lr: 1.000e-03, eta: 1 day, 0:56:35, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7844, loss_cls: 1.7918, loss: 1.7918, grad_norm: 4.3491 2021-01-30 06:50:35,012 - mmaction - INFO - Epoch [53][2080/3757] lr: 1.000e-03, eta: 1 day, 0:56:21, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7922, loss_cls: 1.8382, loss: 1.8382, grad_norm: 4.3018 2021-01-30 06:50:40,604 - mmaction - INFO - Epoch [53][2100/3757] lr: 1.000e-03, eta: 1 day, 0:56:07, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8094, loss_cls: 1.6907, loss: 1.6907, grad_norm: 4.1060 2021-01-30 06:50:47,719 - mmaction - INFO - Epoch [53][2120/3757] lr: 1.000e-03, eta: 1 day, 0:55:54, time: 0.356, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7977, loss_cls: 1.7709, loss: 1.7709, grad_norm: 4.1578 2021-01-30 06:50:53,772 - mmaction - INFO - Epoch [53][2140/3757] lr: 1.000e-03, eta: 1 day, 0:55:41, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.6912, loss: 1.6912, grad_norm: 4.2095 2021-01-30 06:50:59,855 - mmaction - INFO - Epoch [53][2160/3757] lr: 1.000e-03, eta: 1 day, 0:55:27, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7703, loss_cls: 1.8831, loss: 1.8831, grad_norm: 4.3096 2021-01-30 06:51:06,345 - mmaction - INFO - Epoch [53][2180/3757] lr: 1.000e-03, eta: 1 day, 0:55:14, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8047, loss_cls: 1.6430, loss: 1.6430, grad_norm: 4.0804 2021-01-30 06:51:12,917 - mmaction - INFO - Epoch [53][2200/3757] lr: 1.000e-03, eta: 1 day, 0:55:00, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8000, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.1956 2021-01-30 06:51:18,445 - mmaction - INFO - Epoch [53][2220/3757] lr: 1.000e-03, eta: 1 day, 0:54:46, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7969, loss_cls: 1.7937, loss: 1.7937, grad_norm: 4.3617 2021-01-30 06:51:24,677 - mmaction - INFO - Epoch [53][2240/3757] lr: 1.000e-03, eta: 1 day, 0:54:33, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7945, loss_cls: 1.8546, loss: 1.8546, grad_norm: 4.3294 2021-01-30 06:51:31,141 - mmaction - INFO - Epoch [53][2260/3757] lr: 1.000e-03, eta: 1 day, 0:54:19, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.8301, loss: 1.8301, grad_norm: 4.3656 2021-01-30 06:51:37,492 - mmaction - INFO - Epoch [53][2280/3757] lr: 1.000e-03, eta: 1 day, 0:54:06, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8039, loss_cls: 1.8049, loss: 1.8049, grad_norm: 4.3013 2021-01-30 06:51:43,772 - mmaction - INFO - Epoch [53][2300/3757] lr: 1.000e-03, eta: 1 day, 0:53:52, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8203, loss_cls: 1.6891, loss: 1.6891, grad_norm: 4.3337 2021-01-30 06:51:49,599 - mmaction - INFO - Epoch [53][2320/3757] lr: 1.000e-03, eta: 1 day, 0:53:39, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.7008, loss: 1.7008, grad_norm: 4.2666 2021-01-30 06:51:56,252 - mmaction - INFO - Epoch [53][2340/3757] lr: 1.000e-03, eta: 1 day, 0:53:25, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8047, loss_cls: 1.7932, loss: 1.7932, grad_norm: 4.3148 2021-01-30 06:52:02,349 - mmaction - INFO - Epoch [53][2360/3757] lr: 1.000e-03, eta: 1 day, 0:53:12, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8070, loss_cls: 1.7495, loss: 1.7495, grad_norm: 4.2547 2021-01-30 06:52:08,862 - mmaction - INFO - Epoch [53][2380/3757] lr: 1.000e-03, eta: 1 day, 0:52:58, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8102, loss_cls: 1.7364, loss: 1.7364, grad_norm: 4.2580 2021-01-30 06:52:14,870 - mmaction - INFO - Epoch [53][2400/3757] lr: 1.000e-03, eta: 1 day, 0:52:45, time: 0.302, data_time: 0.004, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8000, loss_cls: 1.7795, loss: 1.7795, grad_norm: 4.2001 2021-01-30 06:52:21,406 - mmaction - INFO - Epoch [53][2420/3757] lr: 1.000e-03, eta: 1 day, 0:52:32, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7969, loss_cls: 1.7689, loss: 1.7689, grad_norm: 4.2118 2021-01-30 06:52:27,507 - mmaction - INFO - Epoch [53][2440/3757] lr: 1.000e-03, eta: 1 day, 0:52:18, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7812, loss_cls: 1.8449, loss: 1.8449, grad_norm: 4.3160 2021-01-30 06:52:33,521 - mmaction - INFO - Epoch [53][2460/3757] lr: 1.000e-03, eta: 1 day, 0:52:04, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8172, loss_cls: 1.6789, loss: 1.6789, grad_norm: 4.1597 2021-01-30 06:52:39,205 - mmaction - INFO - Epoch [53][2480/3757] lr: 1.000e-03, eta: 1 day, 0:51:50, time: 0.284, data_time: 0.005, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7859, loss_cls: 1.8065, loss: 1.8065, grad_norm: 4.2688 2021-01-30 06:52:45,397 - mmaction - INFO - Epoch [53][2500/3757] lr: 1.000e-03, eta: 1 day, 0:51:37, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8141, loss_cls: 1.7501, loss: 1.7501, grad_norm: 4.2469 2021-01-30 06:52:51,591 - mmaction - INFO - Epoch [53][2520/3757] lr: 1.000e-03, eta: 1 day, 0:51:23, time: 0.310, data_time: 0.005, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8094, loss_cls: 1.6778, loss: 1.6778, grad_norm: 4.2417 2021-01-30 06:52:57,327 - mmaction - INFO - Epoch [53][2540/3757] lr: 1.000e-03, eta: 1 day, 0:51:09, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7984, loss_cls: 1.6927, loss: 1.6927, grad_norm: 4.2187 2021-01-30 06:53:03,519 - mmaction - INFO - Epoch [53][2560/3757] lr: 1.000e-03, eta: 1 day, 0:50:56, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.7542, loss: 1.7542, grad_norm: 4.2700 2021-01-30 06:53:09,371 - mmaction - INFO - Epoch [53][2580/3757] lr: 1.000e-03, eta: 1 day, 0:50:42, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8008, loss_cls: 1.7122, loss: 1.7122, grad_norm: 4.1017 2021-01-30 06:53:15,872 - mmaction - INFO - Epoch [53][2600/3757] lr: 1.000e-03, eta: 1 day, 0:50:28, time: 0.325, data_time: 0.003, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.6697, loss: 1.6697, grad_norm: 4.2329 2021-01-30 06:53:21,950 - mmaction - INFO - Epoch [53][2620/3757] lr: 1.000e-03, eta: 1 day, 0:50:15, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8219, loss_cls: 1.6305, loss: 1.6305, grad_norm: 4.2720 2021-01-30 06:53:28,456 - mmaction - INFO - Epoch [53][2640/3757] lr: 1.000e-03, eta: 1 day, 0:50:02, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7513, loss: 1.7513, grad_norm: 4.2854 2021-01-30 06:53:35,272 - mmaction - INFO - Epoch [53][2660/3757] lr: 1.000e-03, eta: 1 day, 0:49:49, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7759, loss: 1.7759, grad_norm: 4.2535 2021-01-30 06:53:41,329 - mmaction - INFO - Epoch [53][2680/3757] lr: 1.000e-03, eta: 1 day, 0:49:35, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8016, loss_cls: 1.7725, loss: 1.7725, grad_norm: 4.1802 2021-01-30 06:53:47,347 - mmaction - INFO - Epoch [53][2700/3757] lr: 1.000e-03, eta: 1 day, 0:49:21, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8016, loss_cls: 1.7447, loss: 1.7447, grad_norm: 4.2351 2021-01-30 06:53:53,713 - mmaction - INFO - Epoch [53][2720/3757] lr: 1.000e-03, eta: 1 day, 0:49:08, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8109, loss_cls: 1.7774, loss: 1.7774, grad_norm: 4.3140 2021-01-30 06:53:59,983 - mmaction - INFO - Epoch [53][2740/3757] lr: 1.000e-03, eta: 1 day, 0:48:54, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8148, loss_cls: 1.6230, loss: 1.6230, grad_norm: 4.0544 2021-01-30 06:54:06,400 - mmaction - INFO - Epoch [53][2760/3757] lr: 1.000e-03, eta: 1 day, 0:48:41, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8016, loss_cls: 1.7395, loss: 1.7395, grad_norm: 4.2748 2021-01-30 06:54:12,183 - mmaction - INFO - Epoch [53][2780/3757] lr: 1.000e-03, eta: 1 day, 0:48:27, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.6721, loss: 1.6721, grad_norm: 4.2488 2021-01-30 06:54:18,992 - mmaction - INFO - Epoch [53][2800/3757] lr: 1.000e-03, eta: 1 day, 0:48:14, time: 0.341, data_time: 0.004, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7922, loss_cls: 1.7914, loss: 1.7914, grad_norm: 4.3115 2021-01-30 06:54:24,958 - mmaction - INFO - Epoch [53][2820/3757] lr: 1.000e-03, eta: 1 day, 0:48:01, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8156, loss_cls: 1.6838, loss: 1.6838, grad_norm: 4.2020 2021-01-30 06:54:30,998 - mmaction - INFO - Epoch [53][2840/3757] lr: 1.000e-03, eta: 1 day, 0:47:47, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7781, loss_cls: 1.8171, loss: 1.8171, grad_norm: 4.3026 2021-01-30 06:54:37,326 - mmaction - INFO - Epoch [53][2860/3757] lr: 1.000e-03, eta: 1 day, 0:47:33, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8031, loss_cls: 1.7500, loss: 1.7500, grad_norm: 4.2265 2021-01-30 06:54:43,583 - mmaction - INFO - Epoch [53][2880/3757] lr: 1.000e-03, eta: 1 day, 0:47:20, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8016, loss_cls: 1.7609, loss: 1.7609, grad_norm: 4.2195 2021-01-30 06:54:49,816 - mmaction - INFO - Epoch [53][2900/3757] lr: 1.000e-03, eta: 1 day, 0:47:07, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7562, loss: 1.7562, grad_norm: 4.3061 2021-01-30 06:54:55,118 - mmaction - INFO - Epoch [53][2920/3757] lr: 1.000e-03, eta: 1 day, 0:46:52, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.6816, loss: 1.6816, grad_norm: 4.2660 2021-01-30 06:55:01,334 - mmaction - INFO - Epoch [53][2940/3757] lr: 1.000e-03, eta: 1 day, 0:46:39, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8063, loss_cls: 1.7454, loss: 1.7454, grad_norm: 4.2093 2021-01-30 06:55:07,807 - mmaction - INFO - Epoch [53][2960/3757] lr: 1.000e-03, eta: 1 day, 0:46:25, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8055, loss_cls: 1.7565, loss: 1.7565, grad_norm: 4.2486 2021-01-30 06:55:14,029 - mmaction - INFO - Epoch [53][2980/3757] lr: 1.000e-03, eta: 1 day, 0:46:12, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7914, loss_cls: 1.7790, loss: 1.7790, grad_norm: 4.2741 2021-01-30 06:55:20,188 - mmaction - INFO - Epoch [53][3000/3757] lr: 1.000e-03, eta: 1 day, 0:45:58, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8156, loss_cls: 1.6319, loss: 1.6319, grad_norm: 4.1036 2021-01-30 06:55:26,222 - mmaction - INFO - Epoch [53][3020/3757] lr: 1.000e-03, eta: 1 day, 0:45:45, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.6745, loss: 1.6745, grad_norm: 4.2497 2021-01-30 06:55:32,310 - mmaction - INFO - Epoch [53][3040/3757] lr: 1.000e-03, eta: 1 day, 0:45:31, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7906, loss_cls: 1.8103, loss: 1.8103, grad_norm: 4.2917 2021-01-30 06:55:38,931 - mmaction - INFO - Epoch [53][3060/3757] lr: 1.000e-03, eta: 1 day, 0:45:18, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7656, loss: 1.7656, grad_norm: 4.3346 2021-01-30 06:55:45,586 - mmaction - INFO - Epoch [53][3080/3757] lr: 1.000e-03, eta: 1 day, 0:45:05, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7906, loss_cls: 1.8383, loss: 1.8383, grad_norm: 4.3597 2021-01-30 06:55:51,281 - mmaction - INFO - Epoch [53][3100/3757] lr: 1.000e-03, eta: 1 day, 0:44:51, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8117, loss_cls: 1.7372, loss: 1.7372, grad_norm: 4.2603 2021-01-30 06:55:57,257 - mmaction - INFO - Epoch [53][3120/3757] lr: 1.000e-03, eta: 1 day, 0:44:37, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.7093, loss: 1.7093, grad_norm: 4.2135 2021-01-30 06:56:02,977 - mmaction - INFO - Epoch [53][3140/3757] lr: 1.000e-03, eta: 1 day, 0:44:23, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.7607, loss: 1.7607, grad_norm: 4.3058 2021-01-30 06:56:08,935 - mmaction - INFO - Epoch [53][3160/3757] lr: 1.000e-03, eta: 1 day, 0:44:10, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8008, loss_cls: 1.7373, loss: 1.7373, grad_norm: 4.2857 2021-01-30 06:56:15,848 - mmaction - INFO - Epoch [53][3180/3757] lr: 1.000e-03, eta: 1 day, 0:43:57, time: 0.346, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.7010, loss: 1.7010, grad_norm: 4.3104 2021-01-30 06:56:22,375 - mmaction - INFO - Epoch [53][3200/3757] lr: 1.000e-03, eta: 1 day, 0:43:44, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5453, top5_acc: 0.7977, loss_cls: 1.8632, loss: 1.8632, grad_norm: 4.4654 2021-01-30 06:56:28,245 - mmaction - INFO - Epoch [53][3220/3757] lr: 1.000e-03, eta: 1 day, 0:43:30, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7977, loss_cls: 1.7638, loss: 1.7638, grad_norm: 4.2774 2021-01-30 06:56:34,725 - mmaction - INFO - Epoch [53][3240/3757] lr: 1.000e-03, eta: 1 day, 0:43:17, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.7937, loss_cls: 1.7314, loss: 1.7314, grad_norm: 4.1508 2021-01-30 06:56:41,035 - mmaction - INFO - Epoch [53][3260/3757] lr: 1.000e-03, eta: 1 day, 0:43:03, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.7215, loss: 1.7215, grad_norm: 4.2932 2021-01-30 06:56:46,753 - mmaction - INFO - Epoch [53][3280/3757] lr: 1.000e-03, eta: 1 day, 0:42:49, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8047, loss_cls: 1.6890, loss: 1.6890, grad_norm: 4.1344 2021-01-30 06:56:53,111 - mmaction - INFO - Epoch [53][3300/3757] lr: 1.000e-03, eta: 1 day, 0:42:36, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7984, loss_cls: 1.7461, loss: 1.7461, grad_norm: 4.2739 2021-01-30 06:56:59,719 - mmaction - INFO - Epoch [53][3320/3757] lr: 1.000e-03, eta: 1 day, 0:42:23, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7977, loss_cls: 1.8069, loss: 1.8069, grad_norm: 4.2925 2021-01-30 06:57:05,799 - mmaction - INFO - Epoch [53][3340/3757] lr: 1.000e-03, eta: 1 day, 0:42:09, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9331, loss: 1.9331, grad_norm: 4.4439 2021-01-30 06:57:11,916 - mmaction - INFO - Epoch [53][3360/3757] lr: 1.000e-03, eta: 1 day, 0:41:56, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.7048, loss: 1.7048, grad_norm: 4.1116 2021-01-30 06:57:17,859 - mmaction - INFO - Epoch [53][3380/3757] lr: 1.000e-03, eta: 1 day, 0:41:42, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8016, loss_cls: 1.7823, loss: 1.7823, grad_norm: 4.2350 2021-01-30 06:57:24,210 - mmaction - INFO - Epoch [53][3400/3757] lr: 1.000e-03, eta: 1 day, 0:41:29, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7883, loss_cls: 1.8474, loss: 1.8474, grad_norm: 4.3132 2021-01-30 06:57:30,819 - mmaction - INFO - Epoch [53][3420/3757] lr: 1.000e-03, eta: 1 day, 0:41:16, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8055, loss_cls: 1.7654, loss: 1.7654, grad_norm: 4.3037 2021-01-30 06:57:36,978 - mmaction - INFO - Epoch [53][3440/3757] lr: 1.000e-03, eta: 1 day, 0:41:02, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8086, loss_cls: 1.7687, loss: 1.7687, grad_norm: 4.2291 2021-01-30 06:57:42,966 - mmaction - INFO - Epoch [53][3460/3757] lr: 1.000e-03, eta: 1 day, 0:40:48, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8305, loss_cls: 1.6506, loss: 1.6506, grad_norm: 4.2786 2021-01-30 06:57:49,158 - mmaction - INFO - Epoch [53][3480/3757] lr: 1.000e-03, eta: 1 day, 0:40:35, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7393, loss: 1.7393, grad_norm: 4.2678 2021-01-30 06:57:55,493 - mmaction - INFO - Epoch [53][3500/3757] lr: 1.000e-03, eta: 1 day, 0:40:22, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.8240, loss: 1.8240, grad_norm: 4.2892 2021-01-30 06:58:01,878 - mmaction - INFO - Epoch [53][3520/3757] lr: 1.000e-03, eta: 1 day, 0:40:08, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7937, loss_cls: 1.7809, loss: 1.7809, grad_norm: 4.2612 2021-01-30 06:58:08,000 - mmaction - INFO - Epoch [53][3540/3757] lr: 1.000e-03, eta: 1 day, 0:39:55, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7922, loss_cls: 1.8043, loss: 1.8043, grad_norm: 4.2813 2021-01-30 06:58:14,050 - mmaction - INFO - Epoch [53][3560/3757] lr: 1.000e-03, eta: 1 day, 0:39:41, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7945, loss_cls: 1.7665, loss: 1.7665, grad_norm: 4.2446 2021-01-30 06:58:21,063 - mmaction - INFO - Epoch [53][3580/3757] lr: 1.000e-03, eta: 1 day, 0:39:28, time: 0.351, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7953, loss_cls: 1.7676, loss: 1.7676, grad_norm: 4.2523 2021-01-30 06:58:26,527 - mmaction - INFO - Epoch [53][3600/3757] lr: 1.000e-03, eta: 1 day, 0:39:14, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7820, loss_cls: 1.8140, loss: 1.8140, grad_norm: 4.3242 2021-01-30 06:58:32,704 - mmaction - INFO - Epoch [53][3620/3757] lr: 1.000e-03, eta: 1 day, 0:39:01, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8141, loss_cls: 1.6569, loss: 1.6569, grad_norm: 4.1922 2021-01-30 06:58:38,484 - mmaction - INFO - Epoch [53][3640/3757] lr: 1.000e-03, eta: 1 day, 0:38:47, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8070, loss_cls: 1.7131, loss: 1.7131, grad_norm: 4.2684 2021-01-30 06:58:44,255 - mmaction - INFO - Epoch [53][3660/3757] lr: 1.000e-03, eta: 1 day, 0:38:33, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.7208, loss: 1.7208, grad_norm: 4.2604 2021-01-30 06:58:50,275 - mmaction - INFO - Epoch [53][3680/3757] lr: 1.000e-03, eta: 1 day, 0:38:20, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7820, loss_cls: 1.8732, loss: 1.8732, grad_norm: 4.2814 2021-01-30 06:58:57,043 - mmaction - INFO - Epoch [53][3700/3757] lr: 1.000e-03, eta: 1 day, 0:38:07, time: 0.339, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7945, loss_cls: 1.7754, loss: 1.7754, grad_norm: 4.2299 2021-01-30 06:59:03,180 - mmaction - INFO - Epoch [53][3720/3757] lr: 1.000e-03, eta: 1 day, 0:37:53, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8016, loss_cls: 1.7549, loss: 1.7549, grad_norm: 4.1831 2021-01-30 06:59:08,694 - mmaction - INFO - Epoch [53][3740/3757] lr: 1.000e-03, eta: 1 day, 0:37:39, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7859, loss_cls: 1.8414, loss: 1.8414, grad_norm: 4.3249 2021-01-30 06:59:30,444 - mmaction - INFO - Saving checkpoint at 53 epochs 2021-01-30 07:10:27,644 - mmaction - INFO - Epoch [54][20/3757] lr: 1.000e-03, eta: 1 day, 0:46:46, time: 32.838, data_time: 32.471, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7797, loss_cls: 1.8066, loss: 1.8066, grad_norm: 4.3072 2021-01-30 07:10:31,794 - mmaction - INFO - Epoch [54][40/3757] lr: 1.000e-03, eta: 1 day, 0:46:31, time: 0.213, data_time: 0.008, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7992, loss_cls: 1.8100, loss: 1.8100, grad_norm: 4.3191 2021-01-30 07:10:36,087 - mmaction - INFO - Epoch [54][60/3757] lr: 1.000e-03, eta: 1 day, 0:46:16, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7325, loss: 1.7325, grad_norm: 4.2066 2021-01-30 07:10:40,240 - mmaction - INFO - Epoch [54][80/3757] lr: 1.000e-03, eta: 1 day, 0:46:00, time: 0.208, data_time: 0.003, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7758, loss_cls: 1.8812, loss: 1.8812, grad_norm: 4.3980 2021-01-30 07:10:44,380 - mmaction - INFO - Epoch [54][100/3757] lr: 1.000e-03, eta: 1 day, 0:45:45, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8031, loss_cls: 1.7275, loss: 1.7275, grad_norm: 4.2778 2021-01-30 07:10:48,625 - mmaction - INFO - Epoch [54][120/3757] lr: 1.000e-03, eta: 1 day, 0:45:30, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8078, loss_cls: 1.7683, loss: 1.7683, grad_norm: 4.2229 2021-01-30 07:10:52,832 - mmaction - INFO - Epoch [54][140/3757] lr: 1.000e-03, eta: 1 day, 0:45:14, time: 0.210, data_time: 0.003, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8023, loss_cls: 1.7746, loss: 1.7746, grad_norm: 4.2827 2021-01-30 07:10:57,024 - mmaction - INFO - Epoch [54][160/3757] lr: 1.000e-03, eta: 1 day, 0:44:59, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7911, loss: 1.7911, grad_norm: 4.3469 2021-01-30 07:11:01,180 - mmaction - INFO - Epoch [54][180/3757] lr: 1.000e-03, eta: 1 day, 0:44:44, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.8012, loss: 1.8012, grad_norm: 4.2709 2021-01-30 07:11:05,361 - mmaction - INFO - Epoch [54][200/3757] lr: 1.000e-03, eta: 1 day, 0:44:28, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7977, loss_cls: 1.7119, loss: 1.7119, grad_norm: 4.2253 2021-01-30 07:11:09,561 - mmaction - INFO - Epoch [54][220/3757] lr: 1.000e-03, eta: 1 day, 0:44:13, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8094, loss_cls: 1.6571, loss: 1.6571, grad_norm: 4.2131 2021-01-30 07:11:13,758 - mmaction - INFO - Epoch [54][240/3757] lr: 1.000e-03, eta: 1 day, 0:43:58, time: 0.209, data_time: 0.000, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8242, loss_cls: 1.6986, loss: 1.6986, grad_norm: 4.2098 2021-01-30 07:11:17,991 - mmaction - INFO - Epoch [54][260/3757] lr: 1.000e-03, eta: 1 day, 0:43:42, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7656, loss: 1.7656, grad_norm: 4.2426 2021-01-30 07:11:22,251 - mmaction - INFO - Epoch [54][280/3757] lr: 1.000e-03, eta: 1 day, 0:43:27, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8047, loss_cls: 1.7367, loss: 1.7367, grad_norm: 4.2676 2021-01-30 07:11:26,724 - mmaction - INFO - Epoch [54][300/3757] lr: 1.000e-03, eta: 1 day, 0:43:12, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7805, loss_cls: 1.8067, loss: 1.8067, grad_norm: 4.2429 2021-01-30 07:11:30,888 - mmaction - INFO - Epoch [54][320/3757] lr: 1.000e-03, eta: 1 day, 0:42:57, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7875, loss_cls: 1.8133, loss: 1.8133, grad_norm: 4.3378 2021-01-30 07:11:35,068 - mmaction - INFO - Epoch [54][340/3757] lr: 1.000e-03, eta: 1 day, 0:42:41, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7867, loss_cls: 1.8043, loss: 1.8043, grad_norm: 4.2166 2021-01-30 07:11:39,441 - mmaction - INFO - Epoch [54][360/3757] lr: 1.000e-03, eta: 1 day, 0:42:26, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8055, loss_cls: 1.7209, loss: 1.7209, grad_norm: 4.0985 2021-01-30 07:11:43,738 - mmaction - INFO - Epoch [54][380/3757] lr: 1.000e-03, eta: 1 day, 0:42:11, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7984, loss_cls: 1.7963, loss: 1.7963, grad_norm: 4.2544 2021-01-30 07:11:48,220 - mmaction - INFO - Epoch [54][400/3757] lr: 1.000e-03, eta: 1 day, 0:41:56, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8008, loss_cls: 1.7946, loss: 1.7946, grad_norm: 4.3394 2021-01-30 07:11:52,498 - mmaction - INFO - Epoch [54][420/3757] lr: 1.000e-03, eta: 1 day, 0:41:41, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7859, loss_cls: 1.8135, loss: 1.8135, grad_norm: 4.3083 2021-01-30 07:11:56,992 - mmaction - INFO - Epoch [54][440/3757] lr: 1.000e-03, eta: 1 day, 0:41:26, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8078, loss_cls: 1.6847, loss: 1.6847, grad_norm: 4.1457 2021-01-30 07:12:01,396 - mmaction - INFO - Epoch [54][460/3757] lr: 1.000e-03, eta: 1 day, 0:41:11, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8055, loss_cls: 1.7284, loss: 1.7284, grad_norm: 4.3284 2021-01-30 07:12:05,957 - mmaction - INFO - Epoch [54][480/3757] lr: 1.000e-03, eta: 1 day, 0:40:56, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7805, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.3502 2021-01-30 07:12:10,441 - mmaction - INFO - Epoch [54][500/3757] lr: 1.000e-03, eta: 1 day, 0:40:41, time: 0.225, data_time: 0.004, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.7394, loss: 1.7394, grad_norm: 4.2471 2021-01-30 07:12:15,472 - mmaction - INFO - Epoch [54][520/3757] lr: 1.000e-03, eta: 1 day, 0:40:26, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8234, loss_cls: 1.6866, loss: 1.6866, grad_norm: 4.2702 2021-01-30 07:12:20,541 - mmaction - INFO - Epoch [54][540/3757] lr: 1.000e-03, eta: 1 day, 0:40:12, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8227, loss_cls: 1.6908, loss: 1.6908, grad_norm: 4.3126 2021-01-30 07:12:25,550 - mmaction - INFO - Epoch [54][560/3757] lr: 1.000e-03, eta: 1 day, 0:39:57, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.7148, loss: 1.7148, grad_norm: 4.2175 2021-01-30 07:12:30,586 - mmaction - INFO - Epoch [54][580/3757] lr: 1.000e-03, eta: 1 day, 0:39:42, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.7253, loss: 1.7253, grad_norm: 4.3059 2021-01-30 07:12:35,441 - mmaction - INFO - Epoch [54][600/3757] lr: 1.000e-03, eta: 1 day, 0:39:28, time: 0.243, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8156, loss_cls: 1.7406, loss: 1.7406, grad_norm: 4.3423 2021-01-30 07:12:40,533 - mmaction - INFO - Epoch [54][620/3757] lr: 1.000e-03, eta: 1 day, 0:39:13, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7875, loss_cls: 1.7944, loss: 1.7944, grad_norm: 4.3079 2021-01-30 07:12:45,829 - mmaction - INFO - Epoch [54][640/3757] lr: 1.000e-03, eta: 1 day, 0:38:59, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.8098, loss: 1.8098, grad_norm: 4.2728 2021-01-30 07:12:51,638 - mmaction - INFO - Epoch [54][660/3757] lr: 1.000e-03, eta: 1 day, 0:38:45, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.7151, loss: 1.7151, grad_norm: 4.2213 2021-01-30 07:12:56,918 - mmaction - INFO - Epoch [54][680/3757] lr: 1.000e-03, eta: 1 day, 0:38:31, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.6773, loss: 1.6773, grad_norm: 4.1644 2021-01-30 07:13:02,457 - mmaction - INFO - Epoch [54][700/3757] lr: 1.000e-03, eta: 1 day, 0:38:17, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8172, loss_cls: 1.7079, loss: 1.7079, grad_norm: 4.2886 2021-01-30 07:13:07,938 - mmaction - INFO - Epoch [54][720/3757] lr: 1.000e-03, eta: 1 day, 0:38:03, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7953, loss_cls: 1.7495, loss: 1.7495, grad_norm: 4.3690 2021-01-30 07:13:13,520 - mmaction - INFO - Epoch [54][740/3757] lr: 1.000e-03, eta: 1 day, 0:37:48, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7852, loss_cls: 1.8129, loss: 1.8129, grad_norm: 4.2738 2021-01-30 07:13:19,396 - mmaction - INFO - Epoch [54][760/3757] lr: 1.000e-03, eta: 1 day, 0:37:35, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7828, loss_cls: 1.8046, loss: 1.8046, grad_norm: 4.3664 2021-01-30 07:13:24,753 - mmaction - INFO - Epoch [54][780/3757] lr: 1.000e-03, eta: 1 day, 0:37:20, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.8670, loss: 1.8670, grad_norm: 4.3511 2021-01-30 07:13:30,350 - mmaction - INFO - Epoch [54][800/3757] lr: 1.000e-03, eta: 1 day, 0:37:06, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8187, loss_cls: 1.6719, loss: 1.6719, grad_norm: 4.0856 2021-01-30 07:13:36,316 - mmaction - INFO - Epoch [54][820/3757] lr: 1.000e-03, eta: 1 day, 0:36:53, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.6582, loss: 1.6582, grad_norm: 4.1402 2021-01-30 07:13:41,972 - mmaction - INFO - Epoch [54][840/3757] lr: 1.000e-03, eta: 1 day, 0:36:39, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8000, loss_cls: 1.7304, loss: 1.7304, grad_norm: 4.1728 2021-01-30 07:13:47,566 - mmaction - INFO - Epoch [54][860/3757] lr: 1.000e-03, eta: 1 day, 0:36:25, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8055, loss_cls: 1.6724, loss: 1.6724, grad_norm: 4.1572 2021-01-30 07:13:53,381 - mmaction - INFO - Epoch [54][880/3757] lr: 1.000e-03, eta: 1 day, 0:36:11, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7961, loss_cls: 1.7585, loss: 1.7585, grad_norm: 4.2862 2021-01-30 07:13:59,085 - mmaction - INFO - Epoch [54][900/3757] lr: 1.000e-03, eta: 1 day, 0:35:57, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.7880, loss: 1.7880, grad_norm: 4.1972 2021-01-30 07:14:04,376 - mmaction - INFO - Epoch [54][920/3757] lr: 1.000e-03, eta: 1 day, 0:35:43, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.8000, loss_cls: 1.8223, loss: 1.8223, grad_norm: 4.4455 2021-01-30 07:14:10,117 - mmaction - INFO - Epoch [54][940/3757] lr: 1.000e-03, eta: 1 day, 0:35:29, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8180, loss_cls: 1.7381, loss: 1.7381, grad_norm: 4.1919 2021-01-30 07:14:16,247 - mmaction - INFO - Epoch [54][960/3757] lr: 1.000e-03, eta: 1 day, 0:35:15, time: 0.306, data_time: 0.004, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7906, loss_cls: 1.8323, loss: 1.8323, grad_norm: 4.2794 2021-01-30 07:14:22,375 - mmaction - INFO - Epoch [54][980/3757] lr: 1.000e-03, eta: 1 day, 0:35:02, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8148, loss_cls: 1.6524, loss: 1.6524, grad_norm: 4.0950 2021-01-30 07:14:29,277 - mmaction - INFO - Epoch [54][1000/3757] lr: 1.000e-03, eta: 1 day, 0:34:49, time: 0.346, data_time: 0.004, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8055, loss_cls: 1.6709, loss: 1.6709, grad_norm: 4.1576 2021-01-30 07:14:35,336 - mmaction - INFO - Epoch [54][1020/3757] lr: 1.000e-03, eta: 1 day, 0:34:35, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6678, loss: 1.6678, grad_norm: 4.2144 2021-01-30 07:14:41,081 - mmaction - INFO - Epoch [54][1040/3757] lr: 1.000e-03, eta: 1 day, 0:34:21, time: 0.287, data_time: 0.000, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.7277, loss: 1.7277, grad_norm: 4.2347 2021-01-30 07:14:47,377 - mmaction - INFO - Epoch [54][1060/3757] lr: 1.000e-03, eta: 1 day, 0:34:08, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7875, loss_cls: 1.7902, loss: 1.7902, grad_norm: 4.2647 2021-01-30 07:14:52,963 - mmaction - INFO - Epoch [54][1080/3757] lr: 1.000e-03, eta: 1 day, 0:33:54, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5469, top5_acc: 0.8008, loss_cls: 1.7937, loss: 1.7937, grad_norm: 4.3651 2021-01-30 07:14:59,170 - mmaction - INFO - Epoch [54][1100/3757] lr: 1.000e-03, eta: 1 day, 0:33:40, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8078, loss_cls: 1.6935, loss: 1.6935, grad_norm: 4.2340 2021-01-30 07:15:04,844 - mmaction - INFO - Epoch [54][1120/3757] lr: 1.000e-03, eta: 1 day, 0:33:26, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7953, loss_cls: 1.7710, loss: 1.7710, grad_norm: 4.2667 2021-01-30 07:15:10,665 - mmaction - INFO - Epoch [54][1140/3757] lr: 1.000e-03, eta: 1 day, 0:33:13, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.7421, loss: 1.7421, grad_norm: 4.2645 2021-01-30 07:15:17,116 - mmaction - INFO - Epoch [54][1160/3757] lr: 1.000e-03, eta: 1 day, 0:32:59, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.6898, loss: 1.6898, grad_norm: 4.1349 2021-01-30 07:15:23,382 - mmaction - INFO - Epoch [54][1180/3757] lr: 1.000e-03, eta: 1 day, 0:32:46, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8195, loss_cls: 1.6526, loss: 1.6526, grad_norm: 4.2318 2021-01-30 07:15:29,656 - mmaction - INFO - Epoch [54][1200/3757] lr: 1.000e-03, eta: 1 day, 0:32:33, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.8071, loss: 1.8071, grad_norm: 4.3394 2021-01-30 07:15:35,305 - mmaction - INFO - Epoch [54][1220/3757] lr: 1.000e-03, eta: 1 day, 0:32:19, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8086, loss_cls: 1.7658, loss: 1.7658, grad_norm: 4.2546 2021-01-30 07:15:40,814 - mmaction - INFO - Epoch [54][1240/3757] lr: 1.000e-03, eta: 1 day, 0:32:05, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8047, loss_cls: 1.7527, loss: 1.7527, grad_norm: 4.2903 2021-01-30 07:15:47,372 - mmaction - INFO - Epoch [54][1260/3757] lr: 1.000e-03, eta: 1 day, 0:31:51, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.6807, loss: 1.6807, grad_norm: 4.1445 2021-01-30 07:15:53,224 - mmaction - INFO - Epoch [54][1280/3757] lr: 1.000e-03, eta: 1 day, 0:31:38, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8180, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.3313 2021-01-30 07:15:59,322 - mmaction - INFO - Epoch [54][1300/3757] lr: 1.000e-03, eta: 1 day, 0:31:24, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7455, loss: 1.7455, grad_norm: 4.3192 2021-01-30 07:16:04,791 - mmaction - INFO - Epoch [54][1320/3757] lr: 1.000e-03, eta: 1 day, 0:31:10, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8242, loss_cls: 1.6459, loss: 1.6459, grad_norm: 4.2703 2021-01-30 07:16:10,928 - mmaction - INFO - Epoch [54][1340/3757] lr: 1.000e-03, eta: 1 day, 0:30:57, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7946, loss: 1.7946, grad_norm: 4.2902 2021-01-30 07:16:17,349 - mmaction - INFO - Epoch [54][1360/3757] lr: 1.000e-03, eta: 1 day, 0:30:43, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.7675, loss: 1.7675, grad_norm: 4.2706 2021-01-30 07:16:23,224 - mmaction - INFO - Epoch [54][1380/3757] lr: 1.000e-03, eta: 1 day, 0:30:30, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.8055, loss: 1.8055, grad_norm: 4.3442 2021-01-30 07:16:29,462 - mmaction - INFO - Epoch [54][1400/3757] lr: 1.000e-03, eta: 1 day, 0:30:16, time: 0.311, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8203, loss_cls: 1.6814, loss: 1.6814, grad_norm: 4.2218 2021-01-30 07:16:35,036 - mmaction - INFO - Epoch [54][1420/3757] lr: 1.000e-03, eta: 1 day, 0:30:02, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7992, loss_cls: 1.7798, loss: 1.7798, grad_norm: 4.3051 2021-01-30 07:16:40,523 - mmaction - INFO - Epoch [54][1440/3757] lr: 1.000e-03, eta: 1 day, 0:29:48, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7852, loss_cls: 1.8608, loss: 1.8608, grad_norm: 4.2642 2021-01-30 07:16:46,597 - mmaction - INFO - Epoch [54][1460/3757] lr: 1.000e-03, eta: 1 day, 0:29:34, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.7306, loss: 1.7306, grad_norm: 4.2602 2021-01-30 07:16:52,493 - mmaction - INFO - Epoch [54][1480/3757] lr: 1.000e-03, eta: 1 day, 0:29:21, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8141, loss_cls: 1.6966, loss: 1.6966, grad_norm: 4.1992 2021-01-30 07:16:58,795 - mmaction - INFO - Epoch [54][1500/3757] lr: 1.000e-03, eta: 1 day, 0:29:07, time: 0.315, data_time: 0.003, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8601, loss: 1.8601, grad_norm: 4.4458 2021-01-30 07:17:05,834 - mmaction - INFO - Epoch [54][1520/3757] lr: 1.000e-03, eta: 1 day, 0:28:55, time: 0.352, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7883, loss_cls: 1.8272, loss: 1.8272, grad_norm: 4.3342 2021-01-30 07:17:11,435 - mmaction - INFO - Epoch [54][1540/3757] lr: 1.000e-03, eta: 1 day, 0:28:41, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8039, loss_cls: 1.6715, loss: 1.6715, grad_norm: 4.1477 2021-01-30 07:17:17,252 - mmaction - INFO - Epoch [54][1560/3757] lr: 1.000e-03, eta: 1 day, 0:28:27, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.7104, loss: 1.7104, grad_norm: 4.2485 2021-01-30 07:17:23,199 - mmaction - INFO - Epoch [54][1580/3757] lr: 1.000e-03, eta: 1 day, 0:28:13, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8125, loss_cls: 1.6786, loss: 1.6786, grad_norm: 4.2916 2021-01-30 07:17:29,568 - mmaction - INFO - Epoch [54][1600/3757] lr: 1.000e-03, eta: 1 day, 0:28:00, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.7310, loss: 1.7310, grad_norm: 4.4617 2021-01-30 07:17:35,791 - mmaction - INFO - Epoch [54][1620/3757] lr: 1.000e-03, eta: 1 day, 0:27:47, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7797, loss_cls: 1.8759, loss: 1.8759, grad_norm: 4.3479 2021-01-30 07:17:42,351 - mmaction - INFO - Epoch [54][1640/3757] lr: 1.000e-03, eta: 1 day, 0:27:33, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7867, loss_cls: 1.8140, loss: 1.8140, grad_norm: 4.3791 2021-01-30 07:17:48,856 - mmaction - INFO - Epoch [54][1660/3757] lr: 1.000e-03, eta: 1 day, 0:27:20, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7805, loss_cls: 1.8105, loss: 1.8105, grad_norm: 4.2684 2021-01-30 07:17:55,164 - mmaction - INFO - Epoch [54][1680/3757] lr: 1.000e-03, eta: 1 day, 0:27:07, time: 0.316, data_time: 0.003, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8219, loss_cls: 1.6974, loss: 1.6974, grad_norm: 4.0954 2021-01-30 07:18:00,587 - mmaction - INFO - Epoch [54][1700/3757] lr: 1.000e-03, eta: 1 day, 0:26:53, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7914, loss_cls: 1.8432, loss: 1.8432, grad_norm: 4.3107 2021-01-30 07:18:06,788 - mmaction - INFO - Epoch [54][1720/3757] lr: 1.000e-03, eta: 1 day, 0:26:39, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8258, loss_cls: 1.6738, loss: 1.6738, grad_norm: 4.1882 2021-01-30 07:18:12,480 - mmaction - INFO - Epoch [54][1740/3757] lr: 1.000e-03, eta: 1 day, 0:26:25, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7836, loss_cls: 1.8548, loss: 1.8548, grad_norm: 4.3558 2021-01-30 07:18:18,322 - mmaction - INFO - Epoch [54][1760/3757] lr: 1.000e-03, eta: 1 day, 0:26:12, time: 0.293, data_time: 0.005, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.7696, loss: 1.7696, grad_norm: 4.2041 2021-01-30 07:18:25,026 - mmaction - INFO - Epoch [54][1780/3757] lr: 1.000e-03, eta: 1 day, 0:25:59, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7953, loss_cls: 1.7706, loss: 1.7706, grad_norm: 4.1597 2021-01-30 07:18:31,021 - mmaction - INFO - Epoch [54][1800/3757] lr: 1.000e-03, eta: 1 day, 0:25:45, time: 0.300, data_time: 0.004, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7992, loss_cls: 1.7832, loss: 1.7832, grad_norm: 4.2157 2021-01-30 07:18:37,207 - mmaction - INFO - Epoch [54][1820/3757] lr: 1.000e-03, eta: 1 day, 0:25:32, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7164, loss: 1.7164, grad_norm: 4.1338 2021-01-30 07:18:43,416 - mmaction - INFO - Epoch [54][1840/3757] lr: 1.000e-03, eta: 1 day, 0:25:18, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7852, loss_cls: 1.8136, loss: 1.8136, grad_norm: 4.2445 2021-01-30 07:18:48,857 - mmaction - INFO - Epoch [54][1860/3757] lr: 1.000e-03, eta: 1 day, 0:25:04, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.7352, loss: 1.7352, grad_norm: 4.2229 2021-01-30 07:18:55,370 - mmaction - INFO - Epoch [54][1880/3757] lr: 1.000e-03, eta: 1 day, 0:24:51, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8008, loss_cls: 1.7831, loss: 1.7831, grad_norm: 4.3322 2021-01-30 07:19:00,983 - mmaction - INFO - Epoch [54][1900/3757] lr: 1.000e-03, eta: 1 day, 0:24:37, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7914, loss_cls: 1.8322, loss: 1.8322, grad_norm: 4.3233 2021-01-30 07:19:07,114 - mmaction - INFO - Epoch [54][1920/3757] lr: 1.000e-03, eta: 1 day, 0:24:24, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8798, loss: 1.8798, grad_norm: 4.4276 2021-01-30 07:19:13,094 - mmaction - INFO - Epoch [54][1940/3757] lr: 1.000e-03, eta: 1 day, 0:24:10, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.7475, loss: 1.7475, grad_norm: 4.2289 2021-01-30 07:19:19,604 - mmaction - INFO - Epoch [54][1960/3757] lr: 1.000e-03, eta: 1 day, 0:23:57, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8070, loss_cls: 1.7209, loss: 1.7209, grad_norm: 4.2671 2021-01-30 07:19:25,358 - mmaction - INFO - Epoch [54][1980/3757] lr: 1.000e-03, eta: 1 day, 0:23:43, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8039, loss_cls: 1.7579, loss: 1.7579, grad_norm: 4.3142 2021-01-30 07:19:31,853 - mmaction - INFO - Epoch [54][2000/3757] lr: 1.000e-03, eta: 1 day, 0:23:30, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8172, loss_cls: 1.6302, loss: 1.6302, grad_norm: 4.1944 2021-01-30 07:19:38,505 - mmaction - INFO - Epoch [54][2020/3757] lr: 1.000e-03, eta: 1 day, 0:23:17, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7867, loss_cls: 1.8576, loss: 1.8576, grad_norm: 4.4218 2021-01-30 07:19:44,670 - mmaction - INFO - Epoch [54][2040/3757] lr: 1.000e-03, eta: 1 day, 0:23:04, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8016, loss_cls: 1.6991, loss: 1.6991, grad_norm: 4.1453 2021-01-30 07:19:51,260 - mmaction - INFO - Epoch [54][2060/3757] lr: 1.000e-03, eta: 1 day, 0:22:50, time: 0.329, data_time: 0.003, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7372, loss: 1.7372, grad_norm: 4.1688 2021-01-30 07:19:57,223 - mmaction - INFO - Epoch [54][2080/3757] lr: 1.000e-03, eta: 1 day, 0:22:37, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5633, top5_acc: 0.8063, loss_cls: 1.7316, loss: 1.7316, grad_norm: 4.1959 2021-01-30 07:20:03,698 - mmaction - INFO - Epoch [54][2100/3757] lr: 1.000e-03, eta: 1 day, 0:22:24, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.6701, loss: 1.6701, grad_norm: 4.1787 2021-01-30 07:20:10,015 - mmaction - INFO - Epoch [54][2120/3757] lr: 1.000e-03, eta: 1 day, 0:22:10, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8172, loss_cls: 1.7278, loss: 1.7278, grad_norm: 4.2245 2021-01-30 07:20:15,744 - mmaction - INFO - Epoch [54][2140/3757] lr: 1.000e-03, eta: 1 day, 0:21:57, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8023, loss_cls: 1.7552, loss: 1.7552, grad_norm: 4.2500 2021-01-30 07:20:21,802 - mmaction - INFO - Epoch [54][2160/3757] lr: 1.000e-03, eta: 1 day, 0:21:43, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8102, loss_cls: 1.7324, loss: 1.7324, grad_norm: 4.1657 2021-01-30 07:20:28,191 - mmaction - INFO - Epoch [54][2180/3757] lr: 1.000e-03, eta: 1 day, 0:21:30, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7812, loss_cls: 1.8524, loss: 1.8524, grad_norm: 4.3625 2021-01-30 07:20:33,908 - mmaction - INFO - Epoch [54][2200/3757] lr: 1.000e-03, eta: 1 day, 0:21:16, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.8804, loss: 1.8804, grad_norm: 4.4017 2021-01-30 07:20:40,746 - mmaction - INFO - Epoch [54][2220/3757] lr: 1.000e-03, eta: 1 day, 0:21:03, time: 0.342, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6102, loss: 1.6102, grad_norm: 4.1875 2021-01-30 07:20:46,791 - mmaction - INFO - Epoch [54][2240/3757] lr: 1.000e-03, eta: 1 day, 0:20:50, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8148, loss_cls: 1.6979, loss: 1.6979, grad_norm: 4.2065 2021-01-30 07:20:52,865 - mmaction - INFO - Epoch [54][2260/3757] lr: 1.000e-03, eta: 1 day, 0:20:36, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.7984, loss_cls: 1.6890, loss: 1.6890, grad_norm: 4.2054 2021-01-30 07:20:58,814 - mmaction - INFO - Epoch [54][2280/3757] lr: 1.000e-03, eta: 1 day, 0:20:23, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8055, loss_cls: 1.7642, loss: 1.7642, grad_norm: 4.3876 2021-01-30 07:21:05,531 - mmaction - INFO - Epoch [54][2300/3757] lr: 1.000e-03, eta: 1 day, 0:20:10, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8109, loss_cls: 1.6921, loss: 1.6921, grad_norm: 4.2100 2021-01-30 07:21:11,390 - mmaction - INFO - Epoch [54][2320/3757] lr: 1.000e-03, eta: 1 day, 0:19:56, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8234, loss_cls: 1.6165, loss: 1.6165, grad_norm: 4.1775 2021-01-30 07:21:16,786 - mmaction - INFO - Epoch [54][2340/3757] lr: 1.000e-03, eta: 1 day, 0:19:42, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7930, loss_cls: 1.7625, loss: 1.7625, grad_norm: 4.3962 2021-01-30 07:21:22,672 - mmaction - INFO - Epoch [54][2360/3757] lr: 1.000e-03, eta: 1 day, 0:19:28, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7750, loss_cls: 1.8552, loss: 1.8552, grad_norm: 4.4340 2021-01-30 07:21:29,145 - mmaction - INFO - Epoch [54][2380/3757] lr: 1.000e-03, eta: 1 day, 0:19:15, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7992, loss_cls: 1.7625, loss: 1.7625, grad_norm: 4.3463 2021-01-30 07:21:34,992 - mmaction - INFO - Epoch [54][2400/3757] lr: 1.000e-03, eta: 1 day, 0:19:01, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8000, loss_cls: 1.7903, loss: 1.7903, grad_norm: 4.2165 2021-01-30 07:21:41,080 - mmaction - INFO - Epoch [54][2420/3757] lr: 1.000e-03, eta: 1 day, 0:18:48, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.1711 2021-01-30 07:21:47,475 - mmaction - INFO - Epoch [54][2440/3757] lr: 1.000e-03, eta: 1 day, 0:18:35, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7859, loss_cls: 1.8585, loss: 1.8585, grad_norm: 4.4026 2021-01-30 07:21:53,908 - mmaction - INFO - Epoch [54][2460/3757] lr: 1.000e-03, eta: 1 day, 0:18:21, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8055, loss_cls: 1.8268, loss: 1.8268, grad_norm: 4.2986 2021-01-30 07:22:00,616 - mmaction - INFO - Epoch [54][2480/3757] lr: 1.000e-03, eta: 1 day, 0:18:09, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7969, loss_cls: 1.7805, loss: 1.7805, grad_norm: 4.2463 2021-01-30 07:22:06,692 - mmaction - INFO - Epoch [54][2500/3757] lr: 1.000e-03, eta: 1 day, 0:17:55, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8055, loss_cls: 1.6653, loss: 1.6653, grad_norm: 4.0760 2021-01-30 07:22:13,777 - mmaction - INFO - Epoch [54][2520/3757] lr: 1.000e-03, eta: 1 day, 0:17:42, time: 0.354, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.7537, loss: 1.7537, grad_norm: 4.2666 2021-01-30 07:22:19,396 - mmaction - INFO - Epoch [54][2540/3757] lr: 1.000e-03, eta: 1 day, 0:17:29, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8109, loss_cls: 1.7501, loss: 1.7501, grad_norm: 4.3291 2021-01-30 07:22:25,866 - mmaction - INFO - Epoch [54][2560/3757] lr: 1.000e-03, eta: 1 day, 0:17:15, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8180, loss_cls: 1.6544, loss: 1.6544, grad_norm: 4.2387 2021-01-30 07:22:31,647 - mmaction - INFO - Epoch [54][2580/3757] lr: 1.000e-03, eta: 1 day, 0:17:02, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8195, loss_cls: 1.6587, loss: 1.6587, grad_norm: 4.1994 2021-01-30 07:22:37,674 - mmaction - INFO - Epoch [54][2600/3757] lr: 1.000e-03, eta: 1 day, 0:16:48, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6657, loss: 1.6657, grad_norm: 4.1977 2021-01-30 07:22:43,190 - mmaction - INFO - Epoch [54][2620/3757] lr: 1.000e-03, eta: 1 day, 0:16:34, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7984, loss_cls: 1.7237, loss: 1.7237, grad_norm: 4.1649 2021-01-30 07:22:48,900 - mmaction - INFO - Epoch [54][2640/3757] lr: 1.000e-03, eta: 1 day, 0:16:20, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.8182, loss: 1.8182, grad_norm: 4.4929 2021-01-30 07:22:55,191 - mmaction - INFO - Epoch [54][2660/3757] lr: 1.000e-03, eta: 1 day, 0:16:07, time: 0.315, data_time: 0.005, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.7152, loss: 1.7152, grad_norm: 4.3551 2021-01-30 07:23:01,337 - mmaction - INFO - Epoch [54][2680/3757] lr: 1.000e-03, eta: 1 day, 0:15:54, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7937, loss_cls: 1.8397, loss: 1.8397, grad_norm: 4.3208 2021-01-30 07:23:08,400 - mmaction - INFO - Epoch [54][2700/3757] lr: 1.000e-03, eta: 1 day, 0:15:41, time: 0.354, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7977, loss_cls: 1.7670, loss: 1.7670, grad_norm: 4.2956 2021-01-30 07:23:14,521 - mmaction - INFO - Epoch [54][2720/3757] lr: 1.000e-03, eta: 1 day, 0:15:28, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8109, loss_cls: 1.7421, loss: 1.7421, grad_norm: 4.2632 2021-01-30 07:23:20,630 - mmaction - INFO - Epoch [54][2740/3757] lr: 1.000e-03, eta: 1 day, 0:15:14, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7945, loss_cls: 1.7550, loss: 1.7550, grad_norm: 4.2872 2021-01-30 07:23:26,544 - mmaction - INFO - Epoch [54][2760/3757] lr: 1.000e-03, eta: 1 day, 0:15:01, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8039, loss_cls: 1.8324, loss: 1.8324, grad_norm: 4.3963 2021-01-30 07:23:32,322 - mmaction - INFO - Epoch [54][2780/3757] lr: 1.000e-03, eta: 1 day, 0:14:47, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8016, loss_cls: 1.7553, loss: 1.7553, grad_norm: 4.3491 2021-01-30 07:23:38,639 - mmaction - INFO - Epoch [54][2800/3757] lr: 1.000e-03, eta: 1 day, 0:14:34, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8008, loss_cls: 1.7449, loss: 1.7449, grad_norm: 4.1802 2021-01-30 07:23:45,475 - mmaction - INFO - Epoch [54][2820/3757] lr: 1.000e-03, eta: 1 day, 0:14:21, time: 0.342, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8203, loss_cls: 1.7350, loss: 1.7350, grad_norm: 4.2966 2021-01-30 07:23:52,214 - mmaction - INFO - Epoch [54][2840/3757] lr: 1.000e-03, eta: 1 day, 0:14:08, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.6094, loss: 1.6094, grad_norm: 4.1703 2021-01-30 07:23:58,219 - mmaction - INFO - Epoch [54][2860/3757] lr: 1.000e-03, eta: 1 day, 0:13:54, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.6934, loss: 1.6934, grad_norm: 4.3113 2021-01-30 07:24:04,056 - mmaction - INFO - Epoch [54][2880/3757] lr: 1.000e-03, eta: 1 day, 0:13:41, time: 0.292, data_time: 0.000, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7891, loss_cls: 1.7820, loss: 1.7820, grad_norm: 4.3947 2021-01-30 07:24:09,948 - mmaction - INFO - Epoch [54][2900/3757] lr: 1.000e-03, eta: 1 day, 0:13:27, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.7226, loss: 1.7226, grad_norm: 4.3597 2021-01-30 07:24:16,019 - mmaction - INFO - Epoch [54][2920/3757] lr: 1.000e-03, eta: 1 day, 0:13:14, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8023, loss_cls: 1.7659, loss: 1.7659, grad_norm: 4.2772 2021-01-30 07:24:22,572 - mmaction - INFO - Epoch [54][2940/3757] lr: 1.000e-03, eta: 1 day, 0:13:01, time: 0.327, data_time: 0.004, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8000, loss_cls: 1.8103, loss: 1.8103, grad_norm: 4.4173 2021-01-30 07:24:29,075 - mmaction - INFO - Epoch [54][2960/3757] lr: 1.000e-03, eta: 1 day, 0:12:48, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7945, loss_cls: 1.7468, loss: 1.7468, grad_norm: 4.2899 2021-01-30 07:24:35,301 - mmaction - INFO - Epoch [54][2980/3757] lr: 1.000e-03, eta: 1 day, 0:12:34, time: 0.311, data_time: 0.004, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7820, loss_cls: 1.8882, loss: 1.8882, grad_norm: 4.3815 2021-01-30 07:24:42,005 - mmaction - INFO - Epoch [54][3000/3757] lr: 1.000e-03, eta: 1 day, 0:12:21, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7945, loss_cls: 1.7589, loss: 1.7589, grad_norm: 4.3720 2021-01-30 07:24:48,629 - mmaction - INFO - Epoch [54][3020/3757] lr: 1.000e-03, eta: 1 day, 0:12:08, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8094, loss_cls: 1.7126, loss: 1.7126, grad_norm: 4.1259 2021-01-30 07:24:54,938 - mmaction - INFO - Epoch [54][3040/3757] lr: 1.000e-03, eta: 1 day, 0:11:55, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.8008, loss_cls: 1.7929, loss: 1.7929, grad_norm: 4.3231 2021-01-30 07:25:00,941 - mmaction - INFO - Epoch [54][3060/3757] lr: 1.000e-03, eta: 1 day, 0:11:42, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.7155, loss: 1.7155, grad_norm: 4.3096 2021-01-30 07:25:06,999 - mmaction - INFO - Epoch [54][3080/3757] lr: 1.000e-03, eta: 1 day, 0:11:28, time: 0.302, data_time: 0.000, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8102, loss_cls: 1.7445, loss: 1.7445, grad_norm: 4.2930 2021-01-30 07:25:12,888 - mmaction - INFO - Epoch [54][3100/3757] lr: 1.000e-03, eta: 1 day, 0:11:15, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8148, loss_cls: 1.7744, loss: 1.7744, grad_norm: 4.2458 2021-01-30 07:25:18,961 - mmaction - INFO - Epoch [54][3120/3757] lr: 1.000e-03, eta: 1 day, 0:11:01, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8125, loss_cls: 1.6793, loss: 1.6793, grad_norm: 4.1734 2021-01-30 07:25:25,119 - mmaction - INFO - Epoch [54][3140/3757] lr: 1.000e-03, eta: 1 day, 0:10:48, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.6917, loss: 1.6917, grad_norm: 4.2140 2021-01-30 07:25:31,689 - mmaction - INFO - Epoch [54][3160/3757] lr: 1.000e-03, eta: 1 day, 0:10:35, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.7254, loss: 1.7254, grad_norm: 4.2174 2021-01-30 07:25:38,808 - mmaction - INFO - Epoch [54][3180/3757] lr: 1.000e-03, eta: 1 day, 0:10:22, time: 0.356, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7365, loss: 1.7365, grad_norm: 4.2619 2021-01-30 07:25:44,928 - mmaction - INFO - Epoch [54][3200/3757] lr: 1.000e-03, eta: 1 day, 0:10:09, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8063, loss_cls: 1.6898, loss: 1.6898, grad_norm: 4.2407 2021-01-30 07:25:51,386 - mmaction - INFO - Epoch [54][3220/3757] lr: 1.000e-03, eta: 1 day, 0:09:56, time: 0.323, data_time: 0.004, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6163, loss: 1.6163, grad_norm: 4.2627 2021-01-30 07:25:57,306 - mmaction - INFO - Epoch [54][3240/3757] lr: 1.000e-03, eta: 1 day, 0:09:42, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.7065, loss: 1.7065, grad_norm: 4.2623 2021-01-30 07:26:03,799 - mmaction - INFO - Epoch [54][3260/3757] lr: 1.000e-03, eta: 1 day, 0:09:29, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8141, loss_cls: 1.6974, loss: 1.6974, grad_norm: 4.3091 2021-01-30 07:26:10,048 - mmaction - INFO - Epoch [54][3280/3757] lr: 1.000e-03, eta: 1 day, 0:09:16, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.7593, loss: 1.7593, grad_norm: 4.2531 2021-01-30 07:26:15,462 - mmaction - INFO - Epoch [54][3300/3757] lr: 1.000e-03, eta: 1 day, 0:09:02, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8070, loss_cls: 1.7241, loss: 1.7241, grad_norm: 4.3190 2021-01-30 07:26:21,462 - mmaction - INFO - Epoch [54][3320/3757] lr: 1.000e-03, eta: 1 day, 0:08:48, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8016, loss_cls: 1.7328, loss: 1.7328, grad_norm: 4.3089 2021-01-30 07:26:27,568 - mmaction - INFO - Epoch [54][3340/3757] lr: 1.000e-03, eta: 1 day, 0:08:35, time: 0.306, data_time: 0.005, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8187, loss_cls: 1.6304, loss: 1.6304, grad_norm: 4.2032 2021-01-30 07:26:33,618 - mmaction - INFO - Epoch [54][3360/3757] lr: 1.000e-03, eta: 1 day, 0:08:22, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.8016, loss_cls: 1.7535, loss: 1.7535, grad_norm: 4.3387 2021-01-30 07:26:39,791 - mmaction - INFO - Epoch [54][3380/3757] lr: 1.000e-03, eta: 1 day, 0:08:08, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8055, loss_cls: 1.7617, loss: 1.7617, grad_norm: 4.3310 2021-01-30 07:26:46,055 - mmaction - INFO - Epoch [54][3400/3757] lr: 1.000e-03, eta: 1 day, 0:07:55, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7914, loss_cls: 1.7707, loss: 1.7707, grad_norm: 4.2572 2021-01-30 07:26:52,225 - mmaction - INFO - Epoch [54][3420/3757] lr: 1.000e-03, eta: 1 day, 0:07:42, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7750, loss_cls: 1.8520, loss: 1.8520, grad_norm: 4.3198 2021-01-30 07:26:58,559 - mmaction - INFO - Epoch [54][3440/3757] lr: 1.000e-03, eta: 1 day, 0:07:28, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8055, loss_cls: 1.6945, loss: 1.6945, grad_norm: 4.2745 2021-01-30 07:27:04,317 - mmaction - INFO - Epoch [54][3460/3757] lr: 1.000e-03, eta: 1 day, 0:07:15, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7410, loss: 1.7410, grad_norm: 4.2219 2021-01-30 07:27:10,554 - mmaction - INFO - Epoch [54][3480/3757] lr: 1.000e-03, eta: 1 day, 0:07:01, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8086, loss_cls: 1.7175, loss: 1.7175, grad_norm: 4.3543 2021-01-30 07:27:16,700 - mmaction - INFO - Epoch [54][3500/3757] lr: 1.000e-03, eta: 1 day, 0:06:48, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7859, loss_cls: 1.8237, loss: 1.8237, grad_norm: 4.3745 2021-01-30 07:27:22,657 - mmaction - INFO - Epoch [54][3520/3757] lr: 1.000e-03, eta: 1 day, 0:06:35, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.6795, loss: 1.6795, grad_norm: 4.2382 2021-01-30 07:27:29,349 - mmaction - INFO - Epoch [54][3540/3757] lr: 1.000e-03, eta: 1 day, 0:06:22, time: 0.335, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7977, loss_cls: 1.7461, loss: 1.7461, grad_norm: 4.2491 2021-01-30 07:27:35,743 - mmaction - INFO - Epoch [54][3560/3757] lr: 1.000e-03, eta: 1 day, 0:06:09, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.2798 2021-01-30 07:27:41,494 - mmaction - INFO - Epoch [54][3580/3757] lr: 1.000e-03, eta: 1 day, 0:05:55, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8000, loss_cls: 1.7242, loss: 1.7242, grad_norm: 4.2387 2021-01-30 07:27:48,326 - mmaction - INFO - Epoch [54][3600/3757] lr: 1.000e-03, eta: 1 day, 0:05:42, time: 0.342, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.6902, loss: 1.6902, grad_norm: 4.1898 2021-01-30 07:27:55,008 - mmaction - INFO - Epoch [54][3620/3757] lr: 1.000e-03, eta: 1 day, 0:05:29, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7692, loss: 1.7692, grad_norm: 4.2692 2021-01-30 07:28:00,903 - mmaction - INFO - Epoch [54][3640/3757] lr: 1.000e-03, eta: 1 day, 0:05:16, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7992, loss_cls: 1.7221, loss: 1.7221, grad_norm: 4.2150 2021-01-30 07:28:06,589 - mmaction - INFO - Epoch [54][3660/3757] lr: 1.000e-03, eta: 1 day, 0:05:02, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.8000, loss_cls: 1.7684, loss: 1.7684, grad_norm: 4.2813 2021-01-30 07:28:12,598 - mmaction - INFO - Epoch [54][3680/3757] lr: 1.000e-03, eta: 1 day, 0:04:48, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8086, loss_cls: 1.8000, loss: 1.8000, grad_norm: 4.3355 2021-01-30 07:28:18,601 - mmaction - INFO - Epoch [54][3700/3757] lr: 1.000e-03, eta: 1 day, 0:04:35, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.7597, loss: 1.7597, grad_norm: 4.2946 2021-01-30 07:28:24,594 - mmaction - INFO - Epoch [54][3720/3757] lr: 1.000e-03, eta: 1 day, 0:04:22, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.7868, loss: 1.7868, grad_norm: 4.3754 2021-01-30 07:28:30,778 - mmaction - INFO - Epoch [54][3740/3757] lr: 1.000e-03, eta: 1 day, 0:04:08, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7937, loss_cls: 1.8311, loss: 1.8311, grad_norm: 4.4263 2021-01-30 07:28:52,293 - mmaction - INFO - Saving checkpoint at 54 epochs 2021-01-30 07:40:03,343 - mmaction - INFO - Epoch [55][20/3757] lr: 1.000e-03, eta: 1 day, 0:13:05, time: 33.531, data_time: 33.199, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7969, loss_cls: 1.8148, loss: 1.8148, grad_norm: 4.4136 2021-01-30 07:40:07,523 - mmaction - INFO - Epoch [55][40/3757] lr: 1.000e-03, eta: 1 day, 0:12:50, time: 0.218, data_time: 0.011, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8047, loss_cls: 1.7418, loss: 1.7418, grad_norm: 4.3227 2021-01-30 07:40:11,743 - mmaction - INFO - Epoch [55][60/3757] lr: 1.000e-03, eta: 1 day, 0:12:35, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7859, loss_cls: 1.7801, loss: 1.7801, grad_norm: 4.3148 2021-01-30 07:40:15,963 - mmaction - INFO - Epoch [55][80/3757] lr: 1.000e-03, eta: 1 day, 0:12:20, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.7786, loss: 1.7786, grad_norm: 4.3679 2021-01-30 07:40:20,315 - mmaction - INFO - Epoch [55][100/3757] lr: 1.000e-03, eta: 1 day, 0:12:05, time: 0.218, data_time: 0.005, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8000, loss_cls: 1.7221, loss: 1.7221, grad_norm: 4.2011 2021-01-30 07:40:24,493 - mmaction - INFO - Epoch [55][120/3757] lr: 1.000e-03, eta: 1 day, 0:11:50, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.7780, loss: 1.7780, grad_norm: 4.2917 2021-01-30 07:40:28,724 - mmaction - INFO - Epoch [55][140/3757] lr: 1.000e-03, eta: 1 day, 0:11:35, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8094, loss_cls: 1.7049, loss: 1.7049, grad_norm: 4.2392 2021-01-30 07:40:32,867 - mmaction - INFO - Epoch [55][160/3757] lr: 1.000e-03, eta: 1 day, 0:11:20, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8125, loss_cls: 1.6874, loss: 1.6874, grad_norm: 4.2174 2021-01-30 07:40:37,170 - mmaction - INFO - Epoch [55][180/3757] lr: 1.000e-03, eta: 1 day, 0:11:05, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7953, loss_cls: 1.8597, loss: 1.8597, grad_norm: 4.4074 2021-01-30 07:40:41,391 - mmaction - INFO - Epoch [55][200/3757] lr: 1.000e-03, eta: 1 day, 0:10:50, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8180, loss_cls: 1.6989, loss: 1.6989, grad_norm: 4.2853 2021-01-30 07:40:45,550 - mmaction - INFO - Epoch [55][220/3757] lr: 1.000e-03, eta: 1 day, 0:10:34, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.7945, loss_cls: 1.7398, loss: 1.7398, grad_norm: 4.2481 2021-01-30 07:40:49,912 - mmaction - INFO - Epoch [55][240/3757] lr: 1.000e-03, eta: 1 day, 0:10:19, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8109, loss_cls: 1.6917, loss: 1.6917, grad_norm: 4.2490 2021-01-30 07:40:54,170 - mmaction - INFO - Epoch [55][260/3757] lr: 1.000e-03, eta: 1 day, 0:10:04, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7883, loss_cls: 1.7204, loss: 1.7204, grad_norm: 4.2133 2021-01-30 07:40:58,495 - mmaction - INFO - Epoch [55][280/3757] lr: 1.000e-03, eta: 1 day, 0:09:49, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8070, loss_cls: 1.7805, loss: 1.7805, grad_norm: 4.4438 2021-01-30 07:41:02,707 - mmaction - INFO - Epoch [55][300/3757] lr: 1.000e-03, eta: 1 day, 0:09:34, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8164, loss_cls: 1.7527, loss: 1.7527, grad_norm: 4.2411 2021-01-30 07:41:07,081 - mmaction - INFO - Epoch [55][320/3757] lr: 1.000e-03, eta: 1 day, 0:09:19, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.7351, loss: 1.7351, grad_norm: 4.2933 2021-01-30 07:41:11,319 - mmaction - INFO - Epoch [55][340/3757] lr: 1.000e-03, eta: 1 day, 0:09:04, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7969, loss_cls: 1.7842, loss: 1.7842, grad_norm: 4.2684 2021-01-30 07:41:15,664 - mmaction - INFO - Epoch [55][360/3757] lr: 1.000e-03, eta: 1 day, 0:08:49, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8195, loss_cls: 1.6211, loss: 1.6211, grad_norm: 4.1612 2021-01-30 07:41:20,241 - mmaction - INFO - Epoch [55][380/3757] lr: 1.000e-03, eta: 1 day, 0:08:35, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7992, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.4899 2021-01-30 07:41:24,576 - mmaction - INFO - Epoch [55][400/3757] lr: 1.000e-03, eta: 1 day, 0:08:20, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8039, loss_cls: 1.7275, loss: 1.7275, grad_norm: 4.3948 2021-01-30 07:41:29,055 - mmaction - INFO - Epoch [55][420/3757] lr: 1.000e-03, eta: 1 day, 0:08:05, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8055, loss_cls: 1.6983, loss: 1.6983, grad_norm: 4.2793 2021-01-30 07:41:33,440 - mmaction - INFO - Epoch [55][440/3757] lr: 1.000e-03, eta: 1 day, 0:07:50, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.7977, loss_cls: 1.7011, loss: 1.7011, grad_norm: 4.2778 2021-01-30 07:41:38,026 - mmaction - INFO - Epoch [55][460/3757] lr: 1.000e-03, eta: 1 day, 0:07:35, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7961, loss_cls: 1.7973, loss: 1.7973, grad_norm: 4.3223 2021-01-30 07:41:42,443 - mmaction - INFO - Epoch [55][480/3757] lr: 1.000e-03, eta: 1 day, 0:07:20, time: 0.221, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7906, loss_cls: 1.8409, loss: 1.8409, grad_norm: 4.3758 2021-01-30 07:41:46,843 - mmaction - INFO - Epoch [55][500/3757] lr: 1.000e-03, eta: 1 day, 0:07:06, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8031, loss_cls: 1.7842, loss: 1.7842, grad_norm: 4.2564 2021-01-30 07:41:51,420 - mmaction - INFO - Epoch [55][520/3757] lr: 1.000e-03, eta: 1 day, 0:06:51, time: 0.229, data_time: 0.005, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7898, loss_cls: 1.7888, loss: 1.7888, grad_norm: 4.3478 2021-01-30 07:41:56,641 - mmaction - INFO - Epoch [55][540/3757] lr: 1.000e-03, eta: 1 day, 0:06:37, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.6712, loss: 1.6712, grad_norm: 4.1684 2021-01-30 07:42:01,342 - mmaction - INFO - Epoch [55][560/3757] lr: 1.000e-03, eta: 1 day, 0:06:22, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8109, loss_cls: 1.7041, loss: 1.7041, grad_norm: 4.2978 2021-01-30 07:42:06,220 - mmaction - INFO - Epoch [55][580/3757] lr: 1.000e-03, eta: 1 day, 0:06:08, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8063, loss_cls: 1.6552, loss: 1.6552, grad_norm: 4.2337 2021-01-30 07:42:11,458 - mmaction - INFO - Epoch [55][600/3757] lr: 1.000e-03, eta: 1 day, 0:05:53, time: 0.262, data_time: 0.000, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7961, loss_cls: 1.7635, loss: 1.7635, grad_norm: 4.3153 2021-01-30 07:42:16,351 - mmaction - INFO - Epoch [55][620/3757] lr: 1.000e-03, eta: 1 day, 0:05:39, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.7547, loss: 1.7547, grad_norm: 4.2390 2021-01-30 07:42:21,427 - mmaction - INFO - Epoch [55][640/3757] lr: 1.000e-03, eta: 1 day, 0:05:25, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7992, loss_cls: 1.7285, loss: 1.7285, grad_norm: 4.2149 2021-01-30 07:42:26,667 - mmaction - INFO - Epoch [55][660/3757] lr: 1.000e-03, eta: 1 day, 0:05:10, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.7868, loss: 1.7868, grad_norm: 4.3688 2021-01-30 07:42:32,175 - mmaction - INFO - Epoch [55][680/3757] lr: 1.000e-03, eta: 1 day, 0:04:56, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7930, loss_cls: 1.7569, loss: 1.7569, grad_norm: 4.3008 2021-01-30 07:42:36,781 - mmaction - INFO - Epoch [55][700/3757] lr: 1.000e-03, eta: 1 day, 0:04:42, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.7104, loss: 1.7104, grad_norm: 4.3156 2021-01-30 07:42:42,629 - mmaction - INFO - Epoch [55][720/3757] lr: 1.000e-03, eta: 1 day, 0:04:28, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8195, loss_cls: 1.6892, loss: 1.6892, grad_norm: 4.3496 2021-01-30 07:42:48,322 - mmaction - INFO - Epoch [55][740/3757] lr: 1.000e-03, eta: 1 day, 0:04:14, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8008, loss_cls: 1.7857, loss: 1.7857, grad_norm: 4.4684 2021-01-30 07:42:53,334 - mmaction - INFO - Epoch [55][760/3757] lr: 1.000e-03, eta: 1 day, 0:04:00, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.7878, loss: 1.7878, grad_norm: 4.4335 2021-01-30 07:42:59,394 - mmaction - INFO - Epoch [55][780/3757] lr: 1.000e-03, eta: 1 day, 0:03:47, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8063, loss_cls: 1.8316, loss: 1.8316, grad_norm: 4.4975 2021-01-30 07:43:04,894 - mmaction - INFO - Epoch [55][800/3757] lr: 1.000e-03, eta: 1 day, 0:03:33, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8094, loss_cls: 1.6824, loss: 1.6824, grad_norm: 4.2446 2021-01-30 07:43:10,271 - mmaction - INFO - Epoch [55][820/3757] lr: 1.000e-03, eta: 1 day, 0:03:19, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8070, loss_cls: 1.6764, loss: 1.6764, grad_norm: 4.1829 2021-01-30 07:43:15,834 - mmaction - INFO - Epoch [55][840/3757] lr: 1.000e-03, eta: 1 day, 0:03:05, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8086, loss_cls: 1.7284, loss: 1.7284, grad_norm: 4.3670 2021-01-30 07:43:20,545 - mmaction - INFO - Epoch [55][860/3757] lr: 1.000e-03, eta: 1 day, 0:02:50, time: 0.234, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7891, loss_cls: 1.8019, loss: 1.8019, grad_norm: 4.3406 2021-01-30 07:43:26,224 - mmaction - INFO - Epoch [55][880/3757] lr: 1.000e-03, eta: 1 day, 0:02:36, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7914, loss_cls: 1.7860, loss: 1.7860, grad_norm: 4.3439 2021-01-30 07:43:31,102 - mmaction - INFO - Epoch [55][900/3757] lr: 1.000e-03, eta: 1 day, 0:02:22, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6798, loss: 1.6798, grad_norm: 4.1617 2021-01-30 07:43:36,740 - mmaction - INFO - Epoch [55][920/3757] lr: 1.000e-03, eta: 1 day, 0:02:08, time: 0.282, data_time: 0.005, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7626, loss: 1.7626, grad_norm: 4.3442 2021-01-30 07:43:41,968 - mmaction - INFO - Epoch [55][940/3757] lr: 1.000e-03, eta: 1 day, 0:01:54, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7961, loss_cls: 1.7803, loss: 1.7803, grad_norm: 4.3866 2021-01-30 07:43:48,075 - mmaction - INFO - Epoch [55][960/3757] lr: 1.000e-03, eta: 1 day, 0:01:41, time: 0.305, data_time: 0.005, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8094, loss_cls: 1.6610, loss: 1.6610, grad_norm: 4.1293 2021-01-30 07:43:54,190 - mmaction - INFO - Epoch [55][980/3757] lr: 1.000e-03, eta: 1 day, 0:01:27, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8148, loss_cls: 1.7092, loss: 1.7092, grad_norm: 4.2304 2021-01-30 07:43:59,265 - mmaction - INFO - Epoch [55][1000/3757] lr: 1.000e-03, eta: 1 day, 0:01:13, time: 0.253, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.7436, loss: 1.7436, grad_norm: 4.2325 2021-01-30 07:44:05,253 - mmaction - INFO - Epoch [55][1020/3757] lr: 1.000e-03, eta: 1 day, 0:00:59, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8148, loss_cls: 1.6905, loss: 1.6905, grad_norm: 4.2882 2021-01-30 07:44:10,685 - mmaction - INFO - Epoch [55][1040/3757] lr: 1.000e-03, eta: 1 day, 0:00:45, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8133, loss_cls: 1.7513, loss: 1.7513, grad_norm: 4.4663 2021-01-30 07:44:16,416 - mmaction - INFO - Epoch [55][1060/3757] lr: 1.000e-03, eta: 1 day, 0:00:32, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7992, loss_cls: 1.7718, loss: 1.7718, grad_norm: 4.2762 2021-01-30 07:44:22,751 - mmaction - INFO - Epoch [55][1080/3757] lr: 1.000e-03, eta: 1 day, 0:00:18, time: 0.317, data_time: 0.005, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7984, loss_cls: 1.7787, loss: 1.7787, grad_norm: 4.3819 2021-01-30 07:44:27,921 - mmaction - INFO - Epoch [55][1100/3757] lr: 1.000e-03, eta: 1 day, 0:00:04, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.6843, loss: 1.6843, grad_norm: 4.3312 2021-01-30 07:44:33,457 - mmaction - INFO - Epoch [55][1120/3757] lr: 1.000e-03, eta: 23:59:50, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.5732, loss: 1.5732, grad_norm: 4.1743 2021-01-30 07:44:40,196 - mmaction - INFO - Epoch [55][1140/3757] lr: 1.000e-03, eta: 23:59:38, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.8347, loss: 1.8347, grad_norm: 4.4568 2021-01-30 07:44:45,255 - mmaction - INFO - Epoch [55][1160/3757] lr: 1.000e-03, eta: 23:59:23, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7859, loss_cls: 1.8208, loss: 1.8208, grad_norm: 4.2658 2021-01-30 07:44:51,131 - mmaction - INFO - Epoch [55][1180/3757] lr: 1.000e-03, eta: 23:59:10, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8070, loss_cls: 1.7505, loss: 1.7505, grad_norm: 4.3017 2021-01-30 07:44:57,005 - mmaction - INFO - Epoch [55][1200/3757] lr: 1.000e-03, eta: 23:58:56, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8250, loss_cls: 1.6669, loss: 1.6669, grad_norm: 4.3012 2021-01-30 07:45:03,400 - mmaction - INFO - Epoch [55][1220/3757] lr: 1.000e-03, eta: 23:58:43, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7852, loss_cls: 1.8708, loss: 1.8708, grad_norm: 4.4043 2021-01-30 07:45:08,953 - mmaction - INFO - Epoch [55][1240/3757] lr: 1.000e-03, eta: 23:58:29, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8668, loss: 1.8668, grad_norm: 4.2764 2021-01-30 07:45:14,624 - mmaction - INFO - Epoch [55][1260/3757] lr: 1.000e-03, eta: 23:58:15, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8148, loss_cls: 1.6612, loss: 1.6612, grad_norm: 4.1557 2021-01-30 07:45:20,543 - mmaction - INFO - Epoch [55][1280/3757] lr: 1.000e-03, eta: 23:58:02, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7945, loss_cls: 1.8040, loss: 1.8040, grad_norm: 4.3347 2021-01-30 07:45:26,714 - mmaction - INFO - Epoch [55][1300/3757] lr: 1.000e-03, eta: 23:57:49, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7828, loss_cls: 1.8422, loss: 1.8422, grad_norm: 4.3678 2021-01-30 07:45:32,079 - mmaction - INFO - Epoch [55][1320/3757] lr: 1.000e-03, eta: 23:57:35, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8172, loss_cls: 1.7041, loss: 1.7041, grad_norm: 4.2151 2021-01-30 07:45:38,259 - mmaction - INFO - Epoch [55][1340/3757] lr: 1.000e-03, eta: 23:57:21, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.7068, loss: 1.7068, grad_norm: 4.2724 2021-01-30 07:45:44,586 - mmaction - INFO - Epoch [55][1360/3757] lr: 1.000e-03, eta: 23:57:08, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8187, loss_cls: 1.6720, loss: 1.6720, grad_norm: 4.2499 2021-01-30 07:45:50,368 - mmaction - INFO - Epoch [55][1380/3757] lr: 1.000e-03, eta: 23:56:54, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5367, top5_acc: 0.7766, loss_cls: 1.8939, loss: 1.8939, grad_norm: 4.4760 2021-01-30 07:45:55,907 - mmaction - INFO - Epoch [55][1400/3757] lr: 1.000e-03, eta: 23:56:41, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7977, loss_cls: 1.7850, loss: 1.7850, grad_norm: 4.3252 2021-01-30 07:46:00,972 - mmaction - INFO - Epoch [55][1420/3757] lr: 1.000e-03, eta: 23:56:26, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7977, loss_cls: 1.7356, loss: 1.7356, grad_norm: 4.1964 2021-01-30 07:46:07,302 - mmaction - INFO - Epoch [55][1440/3757] lr: 1.000e-03, eta: 23:56:13, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.7098, loss: 1.7098, grad_norm: 4.2291 2021-01-30 07:46:12,760 - mmaction - INFO - Epoch [55][1460/3757] lr: 1.000e-03, eta: 23:55:59, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8086, loss_cls: 1.7358, loss: 1.7358, grad_norm: 4.3318 2021-01-30 07:46:19,054 - mmaction - INFO - Epoch [55][1480/3757] lr: 1.000e-03, eta: 23:55:46, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7984, loss_cls: 1.7615, loss: 1.7615, grad_norm: 4.2932 2021-01-30 07:46:24,077 - mmaction - INFO - Epoch [55][1500/3757] lr: 1.000e-03, eta: 23:55:32, time: 0.251, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8055, loss_cls: 1.7161, loss: 1.7161, grad_norm: 4.3249 2021-01-30 07:46:30,337 - mmaction - INFO - Epoch [55][1520/3757] lr: 1.000e-03, eta: 23:55:18, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8047, loss_cls: 1.7576, loss: 1.7576, grad_norm: 4.3505 2021-01-30 07:46:36,575 - mmaction - INFO - Epoch [55][1540/3757] lr: 1.000e-03, eta: 23:55:05, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8094, loss_cls: 1.7270, loss: 1.7270, grad_norm: 4.2410 2021-01-30 07:46:42,308 - mmaction - INFO - Epoch [55][1560/3757] lr: 1.000e-03, eta: 23:54:52, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8172, loss_cls: 1.6880, loss: 1.6880, grad_norm: 4.2177 2021-01-30 07:46:47,793 - mmaction - INFO - Epoch [55][1580/3757] lr: 1.000e-03, eta: 23:54:38, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.7473, loss: 1.7473, grad_norm: 4.3842 2021-01-30 07:46:53,917 - mmaction - INFO - Epoch [55][1600/3757] lr: 1.000e-03, eta: 23:54:24, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8086, loss_cls: 1.7705, loss: 1.7705, grad_norm: 4.3214 2021-01-30 07:47:00,123 - mmaction - INFO - Epoch [55][1620/3757] lr: 1.000e-03, eta: 23:54:11, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7820, loss_cls: 1.8796, loss: 1.8796, grad_norm: 4.3512 2021-01-30 07:47:05,641 - mmaction - INFO - Epoch [55][1640/3757] lr: 1.000e-03, eta: 23:53:57, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7645, loss: 1.7645, grad_norm: 4.1773 2021-01-30 07:47:11,563 - mmaction - INFO - Epoch [55][1660/3757] lr: 1.000e-03, eta: 23:53:44, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7898, loss_cls: 1.7960, loss: 1.7960, grad_norm: 4.2347 2021-01-30 07:47:18,096 - mmaction - INFO - Epoch [55][1680/3757] lr: 1.000e-03, eta: 23:53:31, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7852, loss_cls: 1.8897, loss: 1.8897, grad_norm: 4.4225 2021-01-30 07:47:23,673 - mmaction - INFO - Epoch [55][1700/3757] lr: 1.000e-03, eta: 23:53:17, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8008, loss_cls: 1.7587, loss: 1.7587, grad_norm: 4.2798 2021-01-30 07:47:29,035 - mmaction - INFO - Epoch [55][1720/3757] lr: 1.000e-03, eta: 23:53:03, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7898, loss_cls: 1.7944, loss: 1.7944, grad_norm: 4.2629 2021-01-30 07:47:35,173 - mmaction - INFO - Epoch [55][1740/3757] lr: 1.000e-03, eta: 23:52:50, time: 0.308, data_time: 0.005, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8016, loss_cls: 1.7358, loss: 1.7358, grad_norm: 4.2542 2021-01-30 07:47:40,663 - mmaction - INFO - Epoch [55][1760/3757] lr: 1.000e-03, eta: 23:52:36, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8125, loss_cls: 1.6983, loss: 1.6983, grad_norm: 4.3202 2021-01-30 07:47:46,798 - mmaction - INFO - Epoch [55][1780/3757] lr: 1.000e-03, eta: 23:52:22, time: 0.307, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8187, loss_cls: 1.6965, loss: 1.6965, grad_norm: 4.3152 2021-01-30 07:47:52,464 - mmaction - INFO - Epoch [55][1800/3757] lr: 1.000e-03, eta: 23:52:09, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7805, loss_cls: 1.8630, loss: 1.8630, grad_norm: 4.3405 2021-01-30 07:47:58,635 - mmaction - INFO - Epoch [55][1820/3757] lr: 1.000e-03, eta: 23:51:55, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8086, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.2365 2021-01-30 07:48:05,239 - mmaction - INFO - Epoch [55][1840/3757] lr: 1.000e-03, eta: 23:51:42, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8078, loss_cls: 1.7075, loss: 1.7075, grad_norm: 4.3082 2021-01-30 07:48:10,993 - mmaction - INFO - Epoch [55][1860/3757] lr: 1.000e-03, eta: 23:51:29, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.7282, loss: 1.7282, grad_norm: 4.3269 2021-01-30 07:48:16,744 - mmaction - INFO - Epoch [55][1880/3757] lr: 1.000e-03, eta: 23:51:15, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8117, loss_cls: 1.6472, loss: 1.6472, grad_norm: 4.1186 2021-01-30 07:48:23,377 - mmaction - INFO - Epoch [55][1900/3757] lr: 1.000e-03, eta: 23:51:02, time: 0.332, data_time: 0.000, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8141, loss_cls: 1.7076, loss: 1.7076, grad_norm: 4.2648 2021-01-30 07:48:28,590 - mmaction - INFO - Epoch [55][1920/3757] lr: 1.000e-03, eta: 23:50:48, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8148, loss_cls: 1.7683, loss: 1.7683, grad_norm: 4.3259 2021-01-30 07:48:34,699 - mmaction - INFO - Epoch [55][1940/3757] lr: 1.000e-03, eta: 23:50:35, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7805, loss_cls: 1.8566, loss: 1.8566, grad_norm: 4.2731 2021-01-30 07:48:40,244 - mmaction - INFO - Epoch [55][1960/3757] lr: 1.000e-03, eta: 23:50:21, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8133, loss_cls: 1.7076, loss: 1.7076, grad_norm: 4.2881 2021-01-30 07:48:46,231 - mmaction - INFO - Epoch [55][1980/3757] lr: 1.000e-03, eta: 23:50:08, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8102, loss_cls: 1.7164, loss: 1.7164, grad_norm: 4.1875 2021-01-30 07:48:51,902 - mmaction - INFO - Epoch [55][2000/3757] lr: 1.000e-03, eta: 23:49:54, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.7148, loss: 1.7148, grad_norm: 4.1144 2021-01-30 07:48:57,673 - mmaction - INFO - Epoch [55][2020/3757] lr: 1.000e-03, eta: 23:49:40, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7906, loss_cls: 1.7593, loss: 1.7593, grad_norm: 4.1945 2021-01-30 07:49:03,440 - mmaction - INFO - Epoch [55][2040/3757] lr: 1.000e-03, eta: 23:49:27, time: 0.288, data_time: 0.004, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7828, loss_cls: 1.7958, loss: 1.7958, grad_norm: 4.3162 2021-01-30 07:49:08,931 - mmaction - INFO - Epoch [55][2060/3757] lr: 1.000e-03, eta: 23:49:13, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7992, loss_cls: 1.7586, loss: 1.7586, grad_norm: 4.2409 2021-01-30 07:49:15,097 - mmaction - INFO - Epoch [55][2080/3757] lr: 1.000e-03, eta: 23:49:00, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8008, loss_cls: 1.7018, loss: 1.7018, grad_norm: 4.1876 2021-01-30 07:49:20,722 - mmaction - INFO - Epoch [55][2100/3757] lr: 1.000e-03, eta: 23:48:46, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7977, loss_cls: 1.7828, loss: 1.7828, grad_norm: 4.2852 2021-01-30 07:49:26,121 - mmaction - INFO - Epoch [55][2120/3757] lr: 1.000e-03, eta: 23:48:32, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8047, loss_cls: 1.7630, loss: 1.7630, grad_norm: 4.2533 2021-01-30 07:49:32,940 - mmaction - INFO - Epoch [55][2140/3757] lr: 1.000e-03, eta: 23:48:19, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.6383, loss: 1.6383, grad_norm: 4.2115 2021-01-30 07:49:38,939 - mmaction - INFO - Epoch [55][2160/3757] lr: 1.000e-03, eta: 23:48:06, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8047, loss_cls: 1.7601, loss: 1.7601, grad_norm: 4.2892 2021-01-30 07:49:44,060 - mmaction - INFO - Epoch [55][2180/3757] lr: 1.000e-03, eta: 23:47:52, time: 0.255, data_time: 0.000, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8039, loss_cls: 1.8155, loss: 1.8155, grad_norm: 4.3632 2021-01-30 07:49:49,777 - mmaction - INFO - Epoch [55][2200/3757] lr: 1.000e-03, eta: 23:47:38, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7891, loss_cls: 1.7633, loss: 1.7633, grad_norm: 4.1654 2021-01-30 07:49:55,816 - mmaction - INFO - Epoch [55][2220/3757] lr: 1.000e-03, eta: 23:47:25, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8023, loss_cls: 1.6828, loss: 1.6828, grad_norm: 4.0902 2021-01-30 07:50:02,546 - mmaction - INFO - Epoch [55][2240/3757] lr: 1.000e-03, eta: 23:47:12, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8102, loss_cls: 1.7255, loss: 1.7255, grad_norm: 4.2332 2021-01-30 07:50:08,293 - mmaction - INFO - Epoch [55][2260/3757] lr: 1.000e-03, eta: 23:46:58, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8164, loss_cls: 1.6471, loss: 1.6471, grad_norm: 4.2434 2021-01-30 07:50:14,105 - mmaction - INFO - Epoch [55][2280/3757] lr: 1.000e-03, eta: 23:46:45, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8008, loss_cls: 1.7271, loss: 1.7271, grad_norm: 4.3614 2021-01-30 07:50:20,433 - mmaction - INFO - Epoch [55][2300/3757] lr: 1.000e-03, eta: 23:46:32, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8094, loss_cls: 1.6764, loss: 1.6764, grad_norm: 4.2639 2021-01-30 07:50:26,417 - mmaction - INFO - Epoch [55][2320/3757] lr: 1.000e-03, eta: 23:46:18, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7984, loss_cls: 1.7512, loss: 1.7512, grad_norm: 4.3231 2021-01-30 07:50:32,062 - mmaction - INFO - Epoch [55][2340/3757] lr: 1.000e-03, eta: 23:46:05, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7922, loss_cls: 1.8158, loss: 1.8158, grad_norm: 4.4752 2021-01-30 07:50:38,583 - mmaction - INFO - Epoch [55][2360/3757] lr: 1.000e-03, eta: 23:45:52, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6687, loss: 1.6687, grad_norm: 4.3271 2021-01-30 07:50:44,190 - mmaction - INFO - Epoch [55][2380/3757] lr: 1.000e-03, eta: 23:45:38, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8211, loss_cls: 1.6504, loss: 1.6504, grad_norm: 4.3462 2021-01-30 07:50:50,330 - mmaction - INFO - Epoch [55][2400/3757] lr: 1.000e-03, eta: 23:45:25, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7441, loss: 1.7441, grad_norm: 4.4442 2021-01-30 07:50:56,013 - mmaction - INFO - Epoch [55][2420/3757] lr: 1.000e-03, eta: 23:45:11, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7410, loss: 1.7410, grad_norm: 4.2693 2021-01-30 07:51:01,792 - mmaction - INFO - Epoch [55][2440/3757] lr: 1.000e-03, eta: 23:44:57, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8117, loss_cls: 1.7165, loss: 1.7165, grad_norm: 4.3141 2021-01-30 07:51:07,330 - mmaction - INFO - Epoch [55][2460/3757] lr: 1.000e-03, eta: 23:44:44, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7922, loss_cls: 1.8374, loss: 1.8374, grad_norm: 4.3536 2021-01-30 07:51:12,929 - mmaction - INFO - Epoch [55][2480/3757] lr: 1.000e-03, eta: 23:44:30, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7922, loss_cls: 1.7950, loss: 1.7950, grad_norm: 4.4427 2021-01-30 07:51:18,922 - mmaction - INFO - Epoch [55][2500/3757] lr: 1.000e-03, eta: 23:44:17, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7937, loss_cls: 1.8035, loss: 1.8035, grad_norm: 4.4048 2021-01-30 07:51:24,664 - mmaction - INFO - Epoch [55][2520/3757] lr: 1.000e-03, eta: 23:44:03, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8008, loss_cls: 1.7542, loss: 1.7542, grad_norm: 4.3529 2021-01-30 07:51:30,373 - mmaction - INFO - Epoch [55][2540/3757] lr: 1.000e-03, eta: 23:43:49, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7774, loss: 1.7774, grad_norm: 4.3053 2021-01-30 07:51:36,086 - mmaction - INFO - Epoch [55][2560/3757] lr: 1.000e-03, eta: 23:43:36, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8102, loss_cls: 1.7747, loss: 1.7747, grad_norm: 4.2500 2021-01-30 07:51:42,122 - mmaction - INFO - Epoch [55][2580/3757] lr: 1.000e-03, eta: 23:43:22, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7703, loss_cls: 1.8924, loss: 1.8924, grad_norm: 4.4079 2021-01-30 07:51:47,816 - mmaction - INFO - Epoch [55][2600/3757] lr: 1.000e-03, eta: 23:43:09, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8180, loss_cls: 1.6890, loss: 1.6890, grad_norm: 4.2577 2021-01-30 07:51:53,323 - mmaction - INFO - Epoch [55][2620/3757] lr: 1.000e-03, eta: 23:42:55, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7766, loss_cls: 1.9257, loss: 1.9257, grad_norm: 4.4639 2021-01-30 07:51:59,751 - mmaction - INFO - Epoch [55][2640/3757] lr: 1.000e-03, eta: 23:42:42, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8016, loss_cls: 1.7807, loss: 1.7807, grad_norm: 4.2877 2021-01-30 07:52:05,626 - mmaction - INFO - Epoch [55][2660/3757] lr: 1.000e-03, eta: 23:42:28, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.7426, loss: 1.7426, grad_norm: 4.3571 2021-01-30 07:52:11,966 - mmaction - INFO - Epoch [55][2680/3757] lr: 1.000e-03, eta: 23:42:15, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7891, loss_cls: 1.8168, loss: 1.8168, grad_norm: 4.4276 2021-01-30 07:52:17,377 - mmaction - INFO - Epoch [55][2700/3757] lr: 1.000e-03, eta: 23:42:02, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8086, loss_cls: 1.6888, loss: 1.6888, grad_norm: 4.1554 2021-01-30 07:52:22,887 - mmaction - INFO - Epoch [55][2720/3757] lr: 1.000e-03, eta: 23:41:48, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7756, loss: 1.7756, grad_norm: 4.3001 2021-01-30 07:52:28,670 - mmaction - INFO - Epoch [55][2740/3757] lr: 1.000e-03, eta: 23:41:34, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8070, loss_cls: 1.7441, loss: 1.7441, grad_norm: 4.2214 2021-01-30 07:52:34,351 - mmaction - INFO - Epoch [55][2760/3757] lr: 1.000e-03, eta: 23:41:21, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7945, loss_cls: 1.7664, loss: 1.7664, grad_norm: 4.3147 2021-01-30 07:52:41,207 - mmaction - INFO - Epoch [55][2780/3757] lr: 1.000e-03, eta: 23:41:08, time: 0.343, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.6903, loss: 1.6903, grad_norm: 4.2428 2021-01-30 07:52:46,328 - mmaction - INFO - Epoch [55][2800/3757] lr: 1.000e-03, eta: 23:40:54, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7867, loss_cls: 1.8055, loss: 1.8055, grad_norm: 4.3904 2021-01-30 07:52:52,355 - mmaction - INFO - Epoch [55][2820/3757] lr: 1.000e-03, eta: 23:40:40, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.7871, loss: 1.7871, grad_norm: 4.2830 2021-01-30 07:52:58,913 - mmaction - INFO - Epoch [55][2840/3757] lr: 1.000e-03, eta: 23:40:28, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.7859, loss: 1.7859, grad_norm: 4.4155 2021-01-30 07:53:04,938 - mmaction - INFO - Epoch [55][2860/3757] lr: 1.000e-03, eta: 23:40:14, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8141, loss_cls: 1.6976, loss: 1.6976, grad_norm: 4.1751 2021-01-30 07:53:10,872 - mmaction - INFO - Epoch [55][2880/3757] lr: 1.000e-03, eta: 23:40:01, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8086, loss_cls: 1.7931, loss: 1.7931, grad_norm: 4.4850 2021-01-30 07:53:16,997 - mmaction - INFO - Epoch [55][2900/3757] lr: 1.000e-03, eta: 23:39:48, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8094, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.4021 2021-01-30 07:53:22,537 - mmaction - INFO - Epoch [55][2920/3757] lr: 1.000e-03, eta: 23:39:34, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8063, loss_cls: 1.7140, loss: 1.7140, grad_norm: 4.3145 2021-01-30 07:53:28,645 - mmaction - INFO - Epoch [55][2940/3757] lr: 1.000e-03, eta: 23:39:21, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7906, loss_cls: 1.7228, loss: 1.7228, grad_norm: 4.3044 2021-01-30 07:53:34,193 - mmaction - INFO - Epoch [55][2960/3757] lr: 1.000e-03, eta: 23:39:07, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8141, loss_cls: 1.7499, loss: 1.7499, grad_norm: 4.3766 2021-01-30 07:53:40,970 - mmaction - INFO - Epoch [55][2980/3757] lr: 1.000e-03, eta: 23:38:54, time: 0.339, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7992, loss_cls: 1.7270, loss: 1.7270, grad_norm: 4.2837 2021-01-30 07:53:46,651 - mmaction - INFO - Epoch [55][3000/3757] lr: 1.000e-03, eta: 23:38:41, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8031, loss_cls: 1.7206, loss: 1.7206, grad_norm: 4.2511 2021-01-30 07:53:52,917 - mmaction - INFO - Epoch [55][3020/3757] lr: 1.000e-03, eta: 23:38:27, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7969, loss_cls: 1.7576, loss: 1.7576, grad_norm: 4.2876 2021-01-30 07:53:58,367 - mmaction - INFO - Epoch [55][3040/3757] lr: 1.000e-03, eta: 23:38:14, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.6935, loss: 1.6935, grad_norm: 4.1680 2021-01-30 07:54:03,893 - mmaction - INFO - Epoch [55][3060/3757] lr: 1.000e-03, eta: 23:38:00, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8133, loss_cls: 1.7246, loss: 1.7246, grad_norm: 4.2690 2021-01-30 07:54:09,923 - mmaction - INFO - Epoch [55][3080/3757] lr: 1.000e-03, eta: 23:37:47, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7805, loss_cls: 1.8321, loss: 1.8321, grad_norm: 4.3508 2021-01-30 07:54:15,779 - mmaction - INFO - Epoch [55][3100/3757] lr: 1.000e-03, eta: 23:37:33, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8016, loss_cls: 1.7792, loss: 1.7792, grad_norm: 4.2240 2021-01-30 07:54:22,320 - mmaction - INFO - Epoch [55][3120/3757] lr: 1.000e-03, eta: 23:37:20, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8055, loss_cls: 1.7633, loss: 1.7633, grad_norm: 4.3270 2021-01-30 07:54:28,196 - mmaction - INFO - Epoch [55][3140/3757] lr: 1.000e-03, eta: 23:37:07, time: 0.294, data_time: 0.004, memory: 3385, top1_acc: 0.6047, top5_acc: 0.7977, loss_cls: 1.7014, loss: 1.7014, grad_norm: 4.1980 2021-01-30 07:54:33,532 - mmaction - INFO - Epoch [55][3160/3757] lr: 1.000e-03, eta: 23:36:53, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8258, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.1976 2021-01-30 07:54:39,907 - mmaction - INFO - Epoch [55][3180/3757] lr: 1.000e-03, eta: 23:36:40, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.6726, loss: 1.6726, grad_norm: 4.1351 2021-01-30 07:54:45,831 - mmaction - INFO - Epoch [55][3200/3757] lr: 1.000e-03, eta: 23:36:27, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8117, loss_cls: 1.6499, loss: 1.6499, grad_norm: 4.2575 2021-01-30 07:54:50,921 - mmaction - INFO - Epoch [55][3220/3757] lr: 1.000e-03, eta: 23:36:12, time: 0.255, data_time: 0.004, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7984, loss_cls: 1.7556, loss: 1.7556, grad_norm: 4.3515 2021-01-30 07:54:57,206 - mmaction - INFO - Epoch [55][3240/3757] lr: 1.000e-03, eta: 23:35:59, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.7031, loss: 1.7031, grad_norm: 4.2700 2021-01-30 07:55:02,809 - mmaction - INFO - Epoch [55][3260/3757] lr: 1.000e-03, eta: 23:35:46, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8297, loss_cls: 1.6208, loss: 1.6208, grad_norm: 4.1657 2021-01-30 07:55:08,643 - mmaction - INFO - Epoch [55][3280/3757] lr: 1.000e-03, eta: 23:35:32, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8102, loss_cls: 1.6888, loss: 1.6888, grad_norm: 4.2556 2021-01-30 07:55:14,650 - mmaction - INFO - Epoch [55][3300/3757] lr: 1.000e-03, eta: 23:35:19, time: 0.300, data_time: 0.000, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.6976, loss: 1.6976, grad_norm: 4.2844 2021-01-30 07:55:21,492 - mmaction - INFO - Epoch [55][3320/3757] lr: 1.000e-03, eta: 23:35:06, time: 0.343, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8180, loss_cls: 1.7023, loss: 1.7023, grad_norm: 4.3067 2021-01-30 07:55:27,279 - mmaction - INFO - Epoch [55][3340/3757] lr: 1.000e-03, eta: 23:34:53, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.5633, top5_acc: 0.8047, loss_cls: 1.7561, loss: 1.7561, grad_norm: 4.3694 2021-01-30 07:55:34,028 - mmaction - INFO - Epoch [55][3360/3757] lr: 1.000e-03, eta: 23:34:40, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7937, loss_cls: 1.8156, loss: 1.8156, grad_norm: 4.3680 2021-01-30 07:55:40,739 - mmaction - INFO - Epoch [55][3380/3757] lr: 1.000e-03, eta: 23:34:27, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.6715, loss: 1.6715, grad_norm: 4.1916 2021-01-30 07:55:46,031 - mmaction - INFO - Epoch [55][3400/3757] lr: 1.000e-03, eta: 23:34:13, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7945, loss_cls: 1.7847, loss: 1.7847, grad_norm: 4.4026 2021-01-30 07:55:51,310 - mmaction - INFO - Epoch [55][3420/3757] lr: 1.000e-03, eta: 23:34:00, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.6572, loss: 1.6572, grad_norm: 4.2517 2021-01-30 07:55:56,947 - mmaction - INFO - Epoch [55][3440/3757] lr: 1.000e-03, eta: 23:33:46, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8141, loss_cls: 1.7606, loss: 1.7606, grad_norm: 4.3048 2021-01-30 07:56:03,460 - mmaction - INFO - Epoch [55][3460/3757] lr: 1.000e-03, eta: 23:33:33, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8008, loss_cls: 1.6657, loss: 1.6657, grad_norm: 4.3378 2021-01-30 07:56:08,579 - mmaction - INFO - Epoch [55][3480/3757] lr: 1.000e-03, eta: 23:33:19, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8078, loss_cls: 1.7461, loss: 1.7461, grad_norm: 4.3854 2021-01-30 07:56:14,467 - mmaction - INFO - Epoch [55][3500/3757] lr: 1.000e-03, eta: 23:33:06, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8008, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.3497 2021-01-30 07:56:20,073 - mmaction - INFO - Epoch [55][3520/3757] lr: 1.000e-03, eta: 23:32:52, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7459, loss: 1.7459, grad_norm: 4.2271 2021-01-30 07:56:25,402 - mmaction - INFO - Epoch [55][3540/3757] lr: 1.000e-03, eta: 23:32:38, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7930, loss_cls: 1.8312, loss: 1.8312, grad_norm: 4.3924 2021-01-30 07:56:31,713 - mmaction - INFO - Epoch [55][3560/3757] lr: 1.000e-03, eta: 23:32:25, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7969, loss_cls: 1.8138, loss: 1.8138, grad_norm: 4.3633 2021-01-30 07:56:37,567 - mmaction - INFO - Epoch [55][3580/3757] lr: 1.000e-03, eta: 23:32:12, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8281, loss_cls: 1.6943, loss: 1.6943, grad_norm: 4.3736 2021-01-30 07:56:43,783 - mmaction - INFO - Epoch [55][3600/3757] lr: 1.000e-03, eta: 23:31:59, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8125, loss_cls: 1.6880, loss: 1.6880, grad_norm: 4.3108 2021-01-30 07:56:49,808 - mmaction - INFO - Epoch [55][3620/3757] lr: 1.000e-03, eta: 23:31:45, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7961, loss_cls: 1.7389, loss: 1.7389, grad_norm: 4.2510 2021-01-30 07:56:55,065 - mmaction - INFO - Epoch [55][3640/3757] lr: 1.000e-03, eta: 23:31:31, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6481, loss: 1.6481, grad_norm: 4.2357 2021-01-30 07:57:01,411 - mmaction - INFO - Epoch [55][3660/3757] lr: 1.000e-03, eta: 23:31:18, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8133, loss_cls: 1.7316, loss: 1.7316, grad_norm: 4.2695 2021-01-30 07:57:06,923 - mmaction - INFO - Epoch [55][3680/3757] lr: 1.000e-03, eta: 23:31:05, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8070, loss_cls: 1.7175, loss: 1.7175, grad_norm: 4.2171 2021-01-30 07:57:12,283 - mmaction - INFO - Epoch [55][3700/3757] lr: 1.000e-03, eta: 23:30:51, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6609, loss: 1.6609, grad_norm: 4.3657 2021-01-30 07:57:18,402 - mmaction - INFO - Epoch [55][3720/3757] lr: 1.000e-03, eta: 23:30:38, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8141, loss_cls: 1.6974, loss: 1.6974, grad_norm: 4.2837 2021-01-30 07:57:24,599 - mmaction - INFO - Epoch [55][3740/3757] lr: 1.000e-03, eta: 23:30:24, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8234, loss_cls: 1.6447, loss: 1.6447, grad_norm: 4.2463 2021-01-30 07:57:47,064 - mmaction - INFO - Saving checkpoint at 55 epochs 2021-01-30 08:09:22,140 - mmaction - INFO - Epoch [56][20/3757] lr: 1.000e-03, eta: 23:39:19, time: 34.712, data_time: 34.266, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.7143, loss: 1.7143, grad_norm: 4.2161 2021-01-30 08:09:26,413 - mmaction - INFO - Epoch [56][40/3757] lr: 1.000e-03, eta: 23:39:04, time: 0.220, data_time: 0.010, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7977, loss_cls: 1.7927, loss: 1.7927, grad_norm: 4.3785 2021-01-30 08:09:30,645 - mmaction - INFO - Epoch [56][60/3757] lr: 1.000e-03, eta: 23:38:49, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7969, loss_cls: 1.8067, loss: 1.8067, grad_norm: 4.3575 2021-01-30 08:09:34,901 - mmaction - INFO - Epoch [56][80/3757] lr: 1.000e-03, eta: 23:38:34, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8078, loss_cls: 1.7459, loss: 1.7459, grad_norm: 4.3169 2021-01-30 08:09:39,236 - mmaction - INFO - Epoch [56][100/3757] lr: 1.000e-03, eta: 23:38:20, time: 0.217, data_time: 0.005, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8156, loss_cls: 1.7607, loss: 1.7607, grad_norm: 4.4570 2021-01-30 08:09:43,388 - mmaction - INFO - Epoch [56][120/3757] lr: 1.000e-03, eta: 23:38:05, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.6899, loss: 1.6899, grad_norm: 4.1603 2021-01-30 08:09:47,551 - mmaction - INFO - Epoch [56][140/3757] lr: 1.000e-03, eta: 23:37:50, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7453, loss: 1.7453, grad_norm: 4.3200 2021-01-30 08:09:51,831 - mmaction - INFO - Epoch [56][160/3757] lr: 1.000e-03, eta: 23:37:35, time: 0.214, data_time: 0.004, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7984, loss_cls: 1.7975, loss: 1.7975, grad_norm: 4.3308 2021-01-30 08:09:55,990 - mmaction - INFO - Epoch [56][180/3757] lr: 1.000e-03, eta: 23:37:20, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8016, loss_cls: 1.8000, loss: 1.8000, grad_norm: 4.4005 2021-01-30 08:10:00,255 - mmaction - INFO - Epoch [56][200/3757] lr: 1.000e-03, eta: 23:37:05, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8227, loss_cls: 1.6507, loss: 1.6507, grad_norm: 4.2273 2021-01-30 08:10:04,389 - mmaction - INFO - Epoch [56][220/3757] lr: 1.000e-03, eta: 23:36:50, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8211, loss_cls: 1.6567, loss: 1.6567, grad_norm: 4.1708 2021-01-30 08:10:08,579 - mmaction - INFO - Epoch [56][240/3757] lr: 1.000e-03, eta: 23:36:35, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8023, loss_cls: 1.6912, loss: 1.6912, grad_norm: 4.3165 2021-01-30 08:10:12,900 - mmaction - INFO - Epoch [56][260/3757] lr: 1.000e-03, eta: 23:36:21, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7992, loss_cls: 1.7223, loss: 1.7223, grad_norm: 4.2260 2021-01-30 08:10:17,150 - mmaction - INFO - Epoch [56][280/3757] lr: 1.000e-03, eta: 23:36:06, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.6547, loss: 1.6547, grad_norm: 4.2664 2021-01-30 08:10:21,615 - mmaction - INFO - Epoch [56][300/3757] lr: 1.000e-03, eta: 23:35:51, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6708, loss: 1.6708, grad_norm: 4.3563 2021-01-30 08:10:25,994 - mmaction - INFO - Epoch [56][320/3757] lr: 1.000e-03, eta: 23:35:37, time: 0.219, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8086, loss_cls: 1.7354, loss: 1.7354, grad_norm: 4.4296 2021-01-30 08:10:30,519 - mmaction - INFO - Epoch [56][340/3757] lr: 1.000e-03, eta: 23:35:22, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7992, loss_cls: 1.7797, loss: 1.7797, grad_norm: 4.4643 2021-01-30 08:10:34,657 - mmaction - INFO - Epoch [56][360/3757] lr: 1.000e-03, eta: 23:35:07, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8047, loss_cls: 1.7464, loss: 1.7464, grad_norm: 4.2680 2021-01-30 08:10:38,863 - mmaction - INFO - Epoch [56][380/3757] lr: 1.000e-03, eta: 23:34:52, time: 0.210, data_time: 0.000, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7930, loss_cls: 1.7316, loss: 1.7316, grad_norm: 4.2797 2021-01-30 08:10:43,325 - mmaction - INFO - Epoch [56][400/3757] lr: 1.000e-03, eta: 23:34:38, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.6867, loss: 1.6867, grad_norm: 4.2938 2021-01-30 08:10:47,621 - mmaction - INFO - Epoch [56][420/3757] lr: 1.000e-03, eta: 23:34:23, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7930, loss_cls: 1.7687, loss: 1.7687, grad_norm: 4.3239 2021-01-30 08:10:52,068 - mmaction - INFO - Epoch [56][440/3757] lr: 1.000e-03, eta: 23:34:08, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7992, loss_cls: 1.7364, loss: 1.7364, grad_norm: 4.3061 2021-01-30 08:10:56,427 - mmaction - INFO - Epoch [56][460/3757] lr: 1.000e-03, eta: 23:33:53, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.7530, loss: 1.7530, grad_norm: 4.1990 2021-01-30 08:11:01,019 - mmaction - INFO - Epoch [56][480/3757] lr: 1.000e-03, eta: 23:33:39, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.6784, loss: 1.6784, grad_norm: 4.3258 2021-01-30 08:11:06,011 - mmaction - INFO - Epoch [56][500/3757] lr: 1.000e-03, eta: 23:33:25, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8086, loss_cls: 1.6748, loss: 1.6748, grad_norm: 4.3045 2021-01-30 08:11:10,992 - mmaction - INFO - Epoch [56][520/3757] lr: 1.000e-03, eta: 23:33:11, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8039, loss_cls: 1.8118, loss: 1.8118, grad_norm: 4.4478 2021-01-30 08:11:15,403 - mmaction - INFO - Epoch [56][540/3757] lr: 1.000e-03, eta: 23:32:56, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8117, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.2760 2021-01-30 08:11:19,906 - mmaction - INFO - Epoch [56][560/3757] lr: 1.000e-03, eta: 23:32:41, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.8267, loss: 1.8267, grad_norm: 4.4084 2021-01-30 08:11:24,328 - mmaction - INFO - Epoch [56][580/3757] lr: 1.000e-03, eta: 23:32:27, time: 0.221, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8039, loss_cls: 1.7502, loss: 1.7502, grad_norm: 4.3365 2021-01-30 08:11:28,823 - mmaction - INFO - Epoch [56][600/3757] lr: 1.000e-03, eta: 23:32:12, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.7198, loss: 1.7198, grad_norm: 4.2195 2021-01-30 08:11:33,936 - mmaction - INFO - Epoch [56][620/3757] lr: 1.000e-03, eta: 23:31:58, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8219, loss_cls: 1.6901, loss: 1.6901, grad_norm: 4.0780 2021-01-30 08:11:39,813 - mmaction - INFO - Epoch [56][640/3757] lr: 1.000e-03, eta: 23:31:45, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7356, loss: 1.7356, grad_norm: 4.2569 2021-01-30 08:11:44,923 - mmaction - INFO - Epoch [56][660/3757] lr: 1.000e-03, eta: 23:31:30, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.7760, loss: 1.7760, grad_norm: 4.3510 2021-01-30 08:11:50,302 - mmaction - INFO - Epoch [56][680/3757] lr: 1.000e-03, eta: 23:31:17, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7891, loss_cls: 1.8203, loss: 1.8203, grad_norm: 4.3366 2021-01-30 08:11:55,545 - mmaction - INFO - Epoch [56][700/3757] lr: 1.000e-03, eta: 23:31:03, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8102, loss_cls: 1.7456, loss: 1.7456, grad_norm: 4.3147 2021-01-30 08:12:01,106 - mmaction - INFO - Epoch [56][720/3757] lr: 1.000e-03, eta: 23:30:49, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8000, loss_cls: 1.7226, loss: 1.7226, grad_norm: 4.2431 2021-01-30 08:12:06,282 - mmaction - INFO - Epoch [56][740/3757] lr: 1.000e-03, eta: 23:30:35, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5461, top5_acc: 0.7875, loss_cls: 1.8352, loss: 1.8352, grad_norm: 4.3989 2021-01-30 08:12:11,390 - mmaction - INFO - Epoch [56][760/3757] lr: 1.000e-03, eta: 23:30:21, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8063, loss_cls: 1.7531, loss: 1.7531, grad_norm: 4.3850 2021-01-30 08:12:16,494 - mmaction - INFO - Epoch [56][780/3757] lr: 1.000e-03, eta: 23:30:07, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7867, loss_cls: 1.8413, loss: 1.8413, grad_norm: 4.3101 2021-01-30 08:12:21,353 - mmaction - INFO - Epoch [56][800/3757] lr: 1.000e-03, eta: 23:29:52, time: 0.243, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8125, loss_cls: 1.7104, loss: 1.7104, grad_norm: 4.3017 2021-01-30 08:12:26,605 - mmaction - INFO - Epoch [56][820/3757] lr: 1.000e-03, eta: 23:29:39, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7992, loss_cls: 1.7737, loss: 1.7737, grad_norm: 4.3512 2021-01-30 08:12:31,728 - mmaction - INFO - Epoch [56][840/3757] lr: 1.000e-03, eta: 23:29:24, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8266, loss_cls: 1.6292, loss: 1.6292, grad_norm: 4.2118 2021-01-30 08:12:37,476 - mmaction - INFO - Epoch [56][860/3757] lr: 1.000e-03, eta: 23:29:11, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.8125, loss_cls: 1.8007, loss: 1.8007, grad_norm: 4.3547 2021-01-30 08:12:42,791 - mmaction - INFO - Epoch [56][880/3757] lr: 1.000e-03, eta: 23:28:57, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8102, loss_cls: 1.7281, loss: 1.7281, grad_norm: 4.3486 2021-01-30 08:12:48,480 - mmaction - INFO - Epoch [56][900/3757] lr: 1.000e-03, eta: 23:28:43, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8000, loss_cls: 1.7267, loss: 1.7267, grad_norm: 4.3371 2021-01-30 08:12:54,351 - mmaction - INFO - Epoch [56][920/3757] lr: 1.000e-03, eta: 23:28:30, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7898, loss_cls: 1.8064, loss: 1.8064, grad_norm: 4.4134 2021-01-30 08:12:59,607 - mmaction - INFO - Epoch [56][940/3757] lr: 1.000e-03, eta: 23:28:16, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.6648, loss: 1.6648, grad_norm: 4.2322 2021-01-30 08:13:05,315 - mmaction - INFO - Epoch [56][960/3757] lr: 1.000e-03, eta: 23:28:03, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7859, loss_cls: 1.7716, loss: 1.7716, grad_norm: 4.3661 2021-01-30 08:13:10,818 - mmaction - INFO - Epoch [56][980/3757] lr: 1.000e-03, eta: 23:27:49, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8195, loss_cls: 1.6184, loss: 1.6184, grad_norm: 4.2630 2021-01-30 08:13:17,280 - mmaction - INFO - Epoch [56][1000/3757] lr: 1.000e-03, eta: 23:27:36, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7750, loss_cls: 1.8415, loss: 1.8415, grad_norm: 4.4350 2021-01-30 08:13:23,249 - mmaction - INFO - Epoch [56][1020/3757] lr: 1.000e-03, eta: 23:27:22, time: 0.298, data_time: 0.000, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8117, loss_cls: 1.6965, loss: 1.6965, grad_norm: 4.2968 2021-01-30 08:13:28,023 - mmaction - INFO - Epoch [56][1040/3757] lr: 1.000e-03, eta: 23:27:08, time: 0.239, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.7181, loss: 1.7181, grad_norm: 4.3173 2021-01-30 08:13:34,059 - mmaction - INFO - Epoch [56][1060/3757] lr: 1.000e-03, eta: 23:26:55, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7953, loss_cls: 1.7506, loss: 1.7506, grad_norm: 4.4356 2021-01-30 08:13:39,684 - mmaction - INFO - Epoch [56][1080/3757] lr: 1.000e-03, eta: 23:26:41, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7945, loss_cls: 1.7574, loss: 1.7574, grad_norm: 4.3669 2021-01-30 08:13:45,198 - mmaction - INFO - Epoch [56][1100/3757] lr: 1.000e-03, eta: 23:26:28, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8039, loss_cls: 1.7162, loss: 1.7162, grad_norm: 4.3253 2021-01-30 08:13:51,452 - mmaction - INFO - Epoch [56][1120/3757] lr: 1.000e-03, eta: 23:26:14, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.6663, loss: 1.6663, grad_norm: 4.2976 2021-01-30 08:13:57,149 - mmaction - INFO - Epoch [56][1140/3757] lr: 1.000e-03, eta: 23:26:01, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7969, loss_cls: 1.8065, loss: 1.8065, grad_norm: 4.4783 2021-01-30 08:14:02,997 - mmaction - INFO - Epoch [56][1160/3757] lr: 1.000e-03, eta: 23:25:47, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8180, loss_cls: 1.7129, loss: 1.7129, grad_norm: 4.2051 2021-01-30 08:14:08,606 - mmaction - INFO - Epoch [56][1180/3757] lr: 1.000e-03, eta: 23:25:34, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.7162, loss: 1.7162, grad_norm: 4.3033 2021-01-30 08:14:14,442 - mmaction - INFO - Epoch [56][1200/3757] lr: 1.000e-03, eta: 23:25:20, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.6773, loss: 1.6773, grad_norm: 4.1693 2021-01-30 08:14:20,478 - mmaction - INFO - Epoch [56][1220/3757] lr: 1.000e-03, eta: 23:25:07, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.7152, loss: 1.7152, grad_norm: 4.3874 2021-01-30 08:14:26,245 - mmaction - INFO - Epoch [56][1240/3757] lr: 1.000e-03, eta: 23:24:54, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8156, loss_cls: 1.6352, loss: 1.6352, grad_norm: 4.2626 2021-01-30 08:14:32,269 - mmaction - INFO - Epoch [56][1260/3757] lr: 1.000e-03, eta: 23:24:40, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7953, loss_cls: 1.7384, loss: 1.7384, grad_norm: 4.3919 2021-01-30 08:14:37,489 - mmaction - INFO - Epoch [56][1280/3757] lr: 1.000e-03, eta: 23:24:26, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8187, loss_cls: 1.7478, loss: 1.7478, grad_norm: 4.3808 2021-01-30 08:14:43,063 - mmaction - INFO - Epoch [56][1300/3757] lr: 1.000e-03, eta: 23:24:13, time: 0.279, data_time: 0.004, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7961, loss_cls: 1.7775, loss: 1.7775, grad_norm: 4.2914 2021-01-30 08:14:48,782 - mmaction - INFO - Epoch [56][1320/3757] lr: 1.000e-03, eta: 23:23:59, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8180, loss_cls: 1.7025, loss: 1.7025, grad_norm: 4.3624 2021-01-30 08:14:54,158 - mmaction - INFO - Epoch [56][1340/3757] lr: 1.000e-03, eta: 23:23:45, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7930, loss_cls: 1.7808, loss: 1.7808, grad_norm: 4.3564 2021-01-30 08:14:59,649 - mmaction - INFO - Epoch [56][1360/3757] lr: 1.000e-03, eta: 23:23:32, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.7702, loss: 1.7702, grad_norm: 4.4130 2021-01-30 08:15:05,483 - mmaction - INFO - Epoch [56][1380/3757] lr: 1.000e-03, eta: 23:23:18, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.7984, loss_cls: 1.7075, loss: 1.7075, grad_norm: 4.1530 2021-01-30 08:15:11,313 - mmaction - INFO - Epoch [56][1400/3757] lr: 1.000e-03, eta: 23:23:05, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7898, loss_cls: 1.8309, loss: 1.8309, grad_norm: 4.4351 2021-01-30 08:15:17,010 - mmaction - INFO - Epoch [56][1420/3757] lr: 1.000e-03, eta: 23:22:51, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8055, loss_cls: 1.7692, loss: 1.7692, grad_norm: 4.2959 2021-01-30 08:15:22,630 - mmaction - INFO - Epoch [56][1440/3757] lr: 1.000e-03, eta: 23:22:38, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7844, loss_cls: 1.8054, loss: 1.8054, grad_norm: 4.4077 2021-01-30 08:15:28,307 - mmaction - INFO - Epoch [56][1460/3757] lr: 1.000e-03, eta: 23:22:24, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7571, loss: 1.7571, grad_norm: 4.4725 2021-01-30 08:15:34,145 - mmaction - INFO - Epoch [56][1480/3757] lr: 1.000e-03, eta: 23:22:11, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7953, loss_cls: 1.8025, loss: 1.8025, grad_norm: 4.4234 2021-01-30 08:15:39,420 - mmaction - INFO - Epoch [56][1500/3757] lr: 1.000e-03, eta: 23:21:57, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7828, loss_cls: 1.8448, loss: 1.8448, grad_norm: 4.2696 2021-01-30 08:15:45,541 - mmaction - INFO - Epoch [56][1520/3757] lr: 1.000e-03, eta: 23:21:44, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8031, loss_cls: 1.7305, loss: 1.7305, grad_norm: 4.3278 2021-01-30 08:15:50,889 - mmaction - INFO - Epoch [56][1540/3757] lr: 1.000e-03, eta: 23:21:30, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7961, loss_cls: 1.7808, loss: 1.7808, grad_norm: 4.3208 2021-01-30 08:15:56,726 - mmaction - INFO - Epoch [56][1560/3757] lr: 1.000e-03, eta: 23:21:16, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7961, loss_cls: 1.7616, loss: 1.7616, grad_norm: 4.3099 2021-01-30 08:16:02,883 - mmaction - INFO - Epoch [56][1580/3757] lr: 1.000e-03, eta: 23:21:03, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7906, loss_cls: 1.8147, loss: 1.8147, grad_norm: 4.3341 2021-01-30 08:16:08,947 - mmaction - INFO - Epoch [56][1600/3757] lr: 1.000e-03, eta: 23:20:50, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7992, loss_cls: 1.7544, loss: 1.7544, grad_norm: 4.3305 2021-01-30 08:16:14,840 - mmaction - INFO - Epoch [56][1620/3757] lr: 1.000e-03, eta: 23:20:37, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8172, loss_cls: 1.6937, loss: 1.6937, grad_norm: 4.2785 2021-01-30 08:16:20,679 - mmaction - INFO - Epoch [56][1640/3757] lr: 1.000e-03, eta: 23:20:23, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7789, loss_cls: 1.8453, loss: 1.8453, grad_norm: 4.5017 2021-01-30 08:16:26,180 - mmaction - INFO - Epoch [56][1660/3757] lr: 1.000e-03, eta: 23:20:09, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8055, loss_cls: 1.7122, loss: 1.7122, grad_norm: 4.2382 2021-01-30 08:16:31,726 - mmaction - INFO - Epoch [56][1680/3757] lr: 1.000e-03, eta: 23:19:56, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8008, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.3200 2021-01-30 08:16:38,502 - mmaction - INFO - Epoch [56][1700/3757] lr: 1.000e-03, eta: 23:19:43, time: 0.339, data_time: 0.003, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8047, loss_cls: 1.7299, loss: 1.7299, grad_norm: 4.3960 2021-01-30 08:16:44,064 - mmaction - INFO - Epoch [56][1720/3757] lr: 1.000e-03, eta: 23:19:29, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7883, loss_cls: 1.7833, loss: 1.7833, grad_norm: 4.3530 2021-01-30 08:16:49,844 - mmaction - INFO - Epoch [56][1740/3757] lr: 1.000e-03, eta: 23:19:16, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8180, loss_cls: 1.6543, loss: 1.6543, grad_norm: 4.2992 2021-01-30 08:16:56,373 - mmaction - INFO - Epoch [56][1760/3757] lr: 1.000e-03, eta: 23:19:03, time: 0.327, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.7992, loss_cls: 1.6929, loss: 1.6929, grad_norm: 4.3093 2021-01-30 08:17:01,509 - mmaction - INFO - Epoch [56][1780/3757] lr: 1.000e-03, eta: 23:18:49, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8148, loss_cls: 1.7210, loss: 1.7210, grad_norm: 4.5024 2021-01-30 08:17:07,553 - mmaction - INFO - Epoch [56][1800/3757] lr: 1.000e-03, eta: 23:18:36, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8211, loss_cls: 1.6586, loss: 1.6586, grad_norm: 4.3580 2021-01-30 08:17:12,593 - mmaction - INFO - Epoch [56][1820/3757] lr: 1.000e-03, eta: 23:18:22, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8047, loss_cls: 1.7384, loss: 1.7384, grad_norm: 4.3277 2021-01-30 08:17:17,974 - mmaction - INFO - Epoch [56][1840/3757] lr: 1.000e-03, eta: 23:18:08, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8195, loss_cls: 1.6713, loss: 1.6713, grad_norm: 4.3566 2021-01-30 08:17:23,789 - mmaction - INFO - Epoch [56][1860/3757] lr: 1.000e-03, eta: 23:17:55, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.8031, loss_cls: 1.7718, loss: 1.7718, grad_norm: 4.3906 2021-01-30 08:17:29,294 - mmaction - INFO - Epoch [56][1880/3757] lr: 1.000e-03, eta: 23:17:41, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8187, loss_cls: 1.6886, loss: 1.6886, grad_norm: 4.2916 2021-01-30 08:17:35,339 - mmaction - INFO - Epoch [56][1900/3757] lr: 1.000e-03, eta: 23:17:28, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.8404, loss: 1.8404, grad_norm: 4.4520 2021-01-30 08:17:41,340 - mmaction - INFO - Epoch [56][1920/3757] lr: 1.000e-03, eta: 23:17:15, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8055, loss_cls: 1.7409, loss: 1.7409, grad_norm: 4.3859 2021-01-30 08:17:47,482 - mmaction - INFO - Epoch [56][1940/3757] lr: 1.000e-03, eta: 23:17:01, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.7662, loss: 1.7662, grad_norm: 4.2597 2021-01-30 08:17:53,880 - mmaction - INFO - Epoch [56][1960/3757] lr: 1.000e-03, eta: 23:16:49, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8195, loss_cls: 1.6656, loss: 1.6656, grad_norm: 4.2646 2021-01-30 08:17:59,135 - mmaction - INFO - Epoch [56][1980/3757] lr: 1.000e-03, eta: 23:16:35, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.7108, loss: 1.7108, grad_norm: 4.3953 2021-01-30 08:18:05,258 - mmaction - INFO - Epoch [56][2000/3757] lr: 1.000e-03, eta: 23:16:21, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.2970 2021-01-30 08:18:11,155 - mmaction - INFO - Epoch [56][2020/3757] lr: 1.000e-03, eta: 23:16:08, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7719, loss_cls: 1.8665, loss: 1.8665, grad_norm: 4.4153 2021-01-30 08:18:16,581 - mmaction - INFO - Epoch [56][2040/3757] lr: 1.000e-03, eta: 23:15:54, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8070, loss_cls: 1.7736, loss: 1.7736, grad_norm: 4.4104 2021-01-30 08:18:22,494 - mmaction - INFO - Epoch [56][2060/3757] lr: 1.000e-03, eta: 23:15:41, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8133, loss_cls: 1.6598, loss: 1.6598, grad_norm: 4.1472 2021-01-30 08:18:28,087 - mmaction - INFO - Epoch [56][2080/3757] lr: 1.000e-03, eta: 23:15:28, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.7984, loss_cls: 1.7483, loss: 1.7483, grad_norm: 4.2917 2021-01-30 08:18:34,425 - mmaction - INFO - Epoch [56][2100/3757] lr: 1.000e-03, eta: 23:15:15, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8195, loss_cls: 1.7118, loss: 1.7118, grad_norm: 4.3708 2021-01-30 08:18:40,327 - mmaction - INFO - Epoch [56][2120/3757] lr: 1.000e-03, eta: 23:15:01, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.7371, loss: 1.7371, grad_norm: 4.3534 2021-01-30 08:18:45,880 - mmaction - INFO - Epoch [56][2140/3757] lr: 1.000e-03, eta: 23:14:48, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8055, loss_cls: 1.7087, loss: 1.7087, grad_norm: 4.3108 2021-01-30 08:18:51,846 - mmaction - INFO - Epoch [56][2160/3757] lr: 1.000e-03, eta: 23:14:34, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8000, loss_cls: 1.7549, loss: 1.7549, grad_norm: 4.3692 2021-01-30 08:18:57,288 - mmaction - INFO - Epoch [56][2180/3757] lr: 1.000e-03, eta: 23:14:21, time: 0.272, data_time: 0.003, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8219, loss_cls: 1.6332, loss: 1.6332, grad_norm: 4.3453 2021-01-30 08:19:03,052 - mmaction - INFO - Epoch [56][2200/3757] lr: 1.000e-03, eta: 23:14:07, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7470, loss: 1.7470, grad_norm: 4.4178 2021-01-30 08:19:08,848 - mmaction - INFO - Epoch [56][2220/3757] lr: 1.000e-03, eta: 23:13:54, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7883, loss_cls: 1.7472, loss: 1.7472, grad_norm: 4.3247 2021-01-30 08:19:15,100 - mmaction - INFO - Epoch [56][2240/3757] lr: 1.000e-03, eta: 23:13:41, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.6767, loss: 1.6767, grad_norm: 4.3156 2021-01-30 08:19:20,458 - mmaction - INFO - Epoch [56][2260/3757] lr: 1.000e-03, eta: 23:13:27, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7969, loss_cls: 1.7725, loss: 1.7725, grad_norm: 4.2941 2021-01-30 08:19:26,446 - mmaction - INFO - Epoch [56][2280/3757] lr: 1.000e-03, eta: 23:13:14, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7883, loss_cls: 1.8075, loss: 1.8075, grad_norm: 4.3141 2021-01-30 08:19:32,429 - mmaction - INFO - Epoch [56][2300/3757] lr: 1.000e-03, eta: 23:13:01, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8180, loss_cls: 1.6896, loss: 1.6896, grad_norm: 4.2916 2021-01-30 08:19:38,069 - mmaction - INFO - Epoch [56][2320/3757] lr: 1.000e-03, eta: 23:12:47, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8102, loss_cls: 1.7300, loss: 1.7300, grad_norm: 4.3154 2021-01-30 08:19:43,744 - mmaction - INFO - Epoch [56][2340/3757] lr: 1.000e-03, eta: 23:12:34, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.7372, loss: 1.7372, grad_norm: 4.3570 2021-01-30 08:19:49,338 - mmaction - INFO - Epoch [56][2360/3757] lr: 1.000e-03, eta: 23:12:20, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8078, loss_cls: 1.7026, loss: 1.7026, grad_norm: 4.2870 2021-01-30 08:19:54,932 - mmaction - INFO - Epoch [56][2380/3757] lr: 1.000e-03, eta: 23:12:06, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5989, loss: 1.5989, grad_norm: 4.2105 2021-01-30 08:20:01,901 - mmaction - INFO - Epoch [56][2400/3757] lr: 1.000e-03, eta: 23:11:54, time: 0.349, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7129, loss: 1.7129, grad_norm: 4.4338 2021-01-30 08:20:07,328 - mmaction - INFO - Epoch [56][2420/3757] lr: 1.000e-03, eta: 23:11:40, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8187, loss_cls: 1.7474, loss: 1.7474, grad_norm: 4.4835 2021-01-30 08:20:13,755 - mmaction - INFO - Epoch [56][2440/3757] lr: 1.000e-03, eta: 23:11:27, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8219, loss_cls: 1.6706, loss: 1.6706, grad_norm: 4.3278 2021-01-30 08:20:19,660 - mmaction - INFO - Epoch [56][2460/3757] lr: 1.000e-03, eta: 23:11:14, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.6854, loss: 1.6854, grad_norm: 4.4198 2021-01-30 08:20:24,956 - mmaction - INFO - Epoch [56][2480/3757] lr: 1.000e-03, eta: 23:11:00, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8117, loss_cls: 1.6536, loss: 1.6536, grad_norm: 4.2728 2021-01-30 08:20:31,708 - mmaction - INFO - Epoch [56][2500/3757] lr: 1.000e-03, eta: 23:10:48, time: 0.338, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8078, loss_cls: 1.6661, loss: 1.6661, grad_norm: 4.3181 2021-01-30 08:20:37,546 - mmaction - INFO - Epoch [56][2520/3757] lr: 1.000e-03, eta: 23:10:34, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7737, loss: 1.7737, grad_norm: 4.3623 2021-01-30 08:20:43,823 - mmaction - INFO - Epoch [56][2540/3757] lr: 1.000e-03, eta: 23:10:21, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7891, loss_cls: 1.7962, loss: 1.7962, grad_norm: 4.4493 2021-01-30 08:20:49,702 - mmaction - INFO - Epoch [56][2560/3757] lr: 1.000e-03, eta: 23:10:08, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.7870, loss: 1.7870, grad_norm: 4.3345 2021-01-30 08:20:55,359 - mmaction - INFO - Epoch [56][2580/3757] lr: 1.000e-03, eta: 23:09:55, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8117, loss_cls: 1.6847, loss: 1.6847, grad_norm: 4.2877 2021-01-30 08:21:01,328 - mmaction - INFO - Epoch [56][2600/3757] lr: 1.000e-03, eta: 23:09:41, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.7992, loss_cls: 1.6925, loss: 1.6925, grad_norm: 4.2735 2021-01-30 08:21:06,975 - mmaction - INFO - Epoch [56][2620/3757] lr: 1.000e-03, eta: 23:09:28, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8402, loss: 1.8402, grad_norm: 4.4518 2021-01-30 08:21:12,762 - mmaction - INFO - Epoch [56][2640/3757] lr: 1.000e-03, eta: 23:09:14, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8133, loss_cls: 1.7221, loss: 1.7221, grad_norm: 4.3059 2021-01-30 08:21:18,850 - mmaction - INFO - Epoch [56][2660/3757] lr: 1.000e-03, eta: 23:09:01, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7969, loss_cls: 1.7886, loss: 1.7886, grad_norm: 4.3209 2021-01-30 08:21:24,586 - mmaction - INFO - Epoch [56][2680/3757] lr: 1.000e-03, eta: 23:08:48, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8156, loss_cls: 1.7037, loss: 1.7037, grad_norm: 4.2041 2021-01-30 08:21:30,146 - mmaction - INFO - Epoch [56][2700/3757] lr: 1.000e-03, eta: 23:08:34, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.7813, loss: 1.7813, grad_norm: 4.4647 2021-01-30 08:21:36,492 - mmaction - INFO - Epoch [56][2720/3757] lr: 1.000e-03, eta: 23:08:21, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8039, loss_cls: 1.6938, loss: 1.6938, grad_norm: 4.2644 2021-01-30 08:21:42,387 - mmaction - INFO - Epoch [56][2740/3757] lr: 1.000e-03, eta: 23:08:08, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8023, loss_cls: 1.7577, loss: 1.7577, grad_norm: 4.2669 2021-01-30 08:21:47,860 - mmaction - INFO - Epoch [56][2760/3757] lr: 1.000e-03, eta: 23:07:54, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7930, loss_cls: 1.7603, loss: 1.7603, grad_norm: 4.3354 2021-01-30 08:21:54,486 - mmaction - INFO - Epoch [56][2780/3757] lr: 1.000e-03, eta: 23:07:42, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7914, loss_cls: 1.8600, loss: 1.8600, grad_norm: 4.3449 2021-01-30 08:22:00,194 - mmaction - INFO - Epoch [56][2800/3757] lr: 1.000e-03, eta: 23:07:28, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8156, loss_cls: 1.7183, loss: 1.7183, grad_norm: 4.2640 2021-01-30 08:22:06,385 - mmaction - INFO - Epoch [56][2820/3757] lr: 1.000e-03, eta: 23:07:15, time: 0.309, data_time: 0.003, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8102, loss_cls: 1.8045, loss: 1.8045, grad_norm: 4.3880 2021-01-30 08:22:11,843 - mmaction - INFO - Epoch [56][2840/3757] lr: 1.000e-03, eta: 23:07:02, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8125, loss_cls: 1.7344, loss: 1.7344, grad_norm: 4.1508 2021-01-30 08:22:17,234 - mmaction - INFO - Epoch [56][2860/3757] lr: 1.000e-03, eta: 23:06:48, time: 0.270, data_time: 0.004, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.8006, loss: 1.8006, grad_norm: 4.3623 2021-01-30 08:22:22,720 - mmaction - INFO - Epoch [56][2880/3757] lr: 1.000e-03, eta: 23:06:34, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.7012, loss: 1.7012, grad_norm: 4.1053 2021-01-30 08:22:28,633 - mmaction - INFO - Epoch [56][2900/3757] lr: 1.000e-03, eta: 23:06:21, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8117, loss_cls: 1.6834, loss: 1.6834, grad_norm: 4.2548 2021-01-30 08:22:34,512 - mmaction - INFO - Epoch [56][2920/3757] lr: 1.000e-03, eta: 23:06:08, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7374, loss: 1.7374, grad_norm: 4.3597 2021-01-30 08:22:40,370 - mmaction - INFO - Epoch [56][2940/3757] lr: 1.000e-03, eta: 23:05:54, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.6663, loss: 1.6663, grad_norm: 4.1774 2021-01-30 08:22:47,054 - mmaction - INFO - Epoch [56][2960/3757] lr: 1.000e-03, eta: 23:05:42, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8031, loss_cls: 1.7505, loss: 1.7505, grad_norm: 4.2786 2021-01-30 08:22:52,815 - mmaction - INFO - Epoch [56][2980/3757] lr: 1.000e-03, eta: 23:05:28, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7797, loss_cls: 1.7753, loss: 1.7753, grad_norm: 4.3627 2021-01-30 08:22:58,732 - mmaction - INFO - Epoch [56][3000/3757] lr: 1.000e-03, eta: 23:05:15, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7922, loss_cls: 1.7442, loss: 1.7442, grad_norm: 4.3636 2021-01-30 08:23:04,272 - mmaction - INFO - Epoch [56][3020/3757] lr: 1.000e-03, eta: 23:05:02, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8008, loss_cls: 1.6913, loss: 1.6913, grad_norm: 4.3027 2021-01-30 08:23:09,698 - mmaction - INFO - Epoch [56][3040/3757] lr: 1.000e-03, eta: 23:04:48, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8227, loss_cls: 1.6771, loss: 1.6771, grad_norm: 4.3730 2021-01-30 08:23:14,990 - mmaction - INFO - Epoch [56][3060/3757] lr: 1.000e-03, eta: 23:04:34, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8133, loss_cls: 1.7387, loss: 1.7387, grad_norm: 4.3975 2021-01-30 08:23:20,852 - mmaction - INFO - Epoch [56][3080/3757] lr: 1.000e-03, eta: 23:04:21, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7898, loss_cls: 1.7862, loss: 1.7862, grad_norm: 4.3108 2021-01-30 08:23:27,264 - mmaction - INFO - Epoch [56][3100/3757] lr: 1.000e-03, eta: 23:04:08, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7773, loss_cls: 1.8331, loss: 1.8331, grad_norm: 4.3527 2021-01-30 08:23:33,439 - mmaction - INFO - Epoch [56][3120/3757] lr: 1.000e-03, eta: 23:03:55, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.7256, loss: 1.7256, grad_norm: 4.1641 2021-01-30 08:23:39,608 - mmaction - INFO - Epoch [56][3140/3757] lr: 1.000e-03, eta: 23:03:42, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.7406, loss: 1.7406, grad_norm: 4.3059 2021-01-30 08:23:46,049 - mmaction - INFO - Epoch [56][3160/3757] lr: 1.000e-03, eta: 23:03:29, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.7945, loss_cls: 1.7264, loss: 1.7264, grad_norm: 4.1497 2021-01-30 08:23:51,882 - mmaction - INFO - Epoch [56][3180/3757] lr: 1.000e-03, eta: 23:03:16, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7953, loss_cls: 1.7451, loss: 1.7451, grad_norm: 4.3284 2021-01-30 08:23:57,610 - mmaction - INFO - Epoch [56][3200/3757] lr: 1.000e-03, eta: 23:03:03, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7992, loss_cls: 1.7420, loss: 1.7420, grad_norm: 4.2952 2021-01-30 08:24:03,361 - mmaction - INFO - Epoch [56][3220/3757] lr: 1.000e-03, eta: 23:02:49, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8070, loss_cls: 1.6739, loss: 1.6739, grad_norm: 4.2401 2021-01-30 08:24:09,274 - mmaction - INFO - Epoch [56][3240/3757] lr: 1.000e-03, eta: 23:02:36, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8273, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.3563 2021-01-30 08:24:15,741 - mmaction - INFO - Epoch [56][3260/3757] lr: 1.000e-03, eta: 23:02:23, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.7038, loss: 1.7038, grad_norm: 4.2704 2021-01-30 08:24:22,032 - mmaction - INFO - Epoch [56][3280/3757] lr: 1.000e-03, eta: 23:02:10, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.6930, loss: 1.6930, grad_norm: 4.2635 2021-01-30 08:24:27,225 - mmaction - INFO - Epoch [56][3300/3757] lr: 1.000e-03, eta: 23:01:56, time: 0.260, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8023, loss_cls: 1.7255, loss: 1.7255, grad_norm: 4.2771 2021-01-30 08:24:32,766 - mmaction - INFO - Epoch [56][3320/3757] lr: 1.000e-03, eta: 23:01:43, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7844, loss_cls: 1.8000, loss: 1.8000, grad_norm: 4.3206 2021-01-30 08:24:39,061 - mmaction - INFO - Epoch [56][3340/3757] lr: 1.000e-03, eta: 23:01:30, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8102, loss_cls: 1.7261, loss: 1.7261, grad_norm: 4.2806 2021-01-30 08:24:44,529 - mmaction - INFO - Epoch [56][3360/3757] lr: 1.000e-03, eta: 23:01:16, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7771, loss: 1.7771, grad_norm: 4.3375 2021-01-30 08:24:51,226 - mmaction - INFO - Epoch [56][3380/3757] lr: 1.000e-03, eta: 23:01:04, time: 0.336, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8187, loss_cls: 1.6885, loss: 1.6885, grad_norm: 4.2577 2021-01-30 08:24:57,172 - mmaction - INFO - Epoch [56][3400/3757] lr: 1.000e-03, eta: 23:00:51, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7859, loss_cls: 1.7826, loss: 1.7826, grad_norm: 4.3773 2021-01-30 08:25:03,728 - mmaction - INFO - Epoch [56][3420/3757] lr: 1.000e-03, eta: 23:00:38, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7969, loss_cls: 1.7981, loss: 1.7981, grad_norm: 4.3486 2021-01-30 08:25:09,456 - mmaction - INFO - Epoch [56][3440/3757] lr: 1.000e-03, eta: 23:00:24, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7805, loss_cls: 1.8414, loss: 1.8414, grad_norm: 4.4199 2021-01-30 08:25:15,013 - mmaction - INFO - Epoch [56][3460/3757] lr: 1.000e-03, eta: 23:00:11, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.7065, loss: 1.7065, grad_norm: 4.1498 2021-01-30 08:25:20,741 - mmaction - INFO - Epoch [56][3480/3757] lr: 1.000e-03, eta: 22:59:58, time: 0.287, data_time: 0.004, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8031, loss_cls: 1.7242, loss: 1.7242, grad_norm: 4.2116 2021-01-30 08:25:26,472 - mmaction - INFO - Epoch [56][3500/3757] lr: 1.000e-03, eta: 22:59:44, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.7708, loss: 1.7708, grad_norm: 4.3433 2021-01-30 08:25:32,527 - mmaction - INFO - Epoch [56][3520/3757] lr: 1.000e-03, eta: 22:59:31, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.6719, loss: 1.6719, grad_norm: 4.3051 2021-01-30 08:25:38,773 - mmaction - INFO - Epoch [56][3540/3757] lr: 1.000e-03, eta: 22:59:18, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8211, loss_cls: 1.6902, loss: 1.6902, grad_norm: 4.2948 2021-01-30 08:25:44,631 - mmaction - INFO - Epoch [56][3560/3757] lr: 1.000e-03, eta: 22:59:05, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8086, loss_cls: 1.7063, loss: 1.7063, grad_norm: 4.3457 2021-01-30 08:25:50,576 - mmaction - INFO - Epoch [56][3580/3757] lr: 1.000e-03, eta: 22:58:52, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.7225, loss: 1.7225, grad_norm: 4.3327 2021-01-30 08:25:57,086 - mmaction - INFO - Epoch [56][3600/3757] lr: 1.000e-03, eta: 22:58:39, time: 0.326, data_time: 0.003, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7781, loss_cls: 1.8193, loss: 1.8193, grad_norm: 4.4093 2021-01-30 08:26:03,021 - mmaction - INFO - Epoch [56][3620/3757] lr: 1.000e-03, eta: 22:58:26, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8289, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.3193 2021-01-30 08:26:08,802 - mmaction - INFO - Epoch [56][3640/3757] lr: 1.000e-03, eta: 22:58:12, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7945, loss_cls: 1.7696, loss: 1.7696, grad_norm: 4.4510 2021-01-30 08:26:14,934 - mmaction - INFO - Epoch [56][3660/3757] lr: 1.000e-03, eta: 22:57:59, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8039, loss_cls: 1.7545, loss: 1.7545, grad_norm: 4.3543 2021-01-30 08:26:21,129 - mmaction - INFO - Epoch [56][3680/3757] lr: 1.000e-03, eta: 22:57:46, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.7018, loss: 1.7018, grad_norm: 4.2690 2021-01-30 08:26:27,434 - mmaction - INFO - Epoch [56][3700/3757] lr: 1.000e-03, eta: 22:57:33, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8180, loss_cls: 1.6731, loss: 1.6731, grad_norm: 4.2529 2021-01-30 08:26:33,466 - mmaction - INFO - Epoch [56][3720/3757] lr: 1.000e-03, eta: 22:57:20, time: 0.301, data_time: 0.004, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8078, loss_cls: 1.7142, loss: 1.7142, grad_norm: 4.2691 2021-01-30 08:26:39,704 - mmaction - INFO - Epoch [56][3740/3757] lr: 1.000e-03, eta: 22:57:07, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7781, loss_cls: 1.8896, loss: 1.8896, grad_norm: 4.4920 2021-01-30 08:27:02,767 - mmaction - INFO - Saving checkpoint at 56 epochs 2021-01-30 08:37:44,881 - mmaction - INFO - Epoch [57][20/3757] lr: 1.000e-03, eta: 23:04:58, time: 32.084, data_time: 31.683, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8086, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.4283 2021-01-30 08:37:49,043 - mmaction - INFO - Epoch [57][40/3757] lr: 1.000e-03, eta: 23:04:44, time: 0.213, data_time: 0.007, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.6652, loss: 1.6652, grad_norm: 4.2946 2021-01-30 08:37:53,298 - mmaction - INFO - Epoch [57][60/3757] lr: 1.000e-03, eta: 23:04:29, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7248, loss: 1.7248, grad_norm: 4.4464 2021-01-30 08:37:57,419 - mmaction - INFO - Epoch [57][80/3757] lr: 1.000e-03, eta: 23:04:15, time: 0.205, data_time: 0.000, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8148, loss_cls: 1.6556, loss: 1.6556, grad_norm: 4.2080 2021-01-30 08:38:01,595 - mmaction - INFO - Epoch [57][100/3757] lr: 1.000e-03, eta: 23:04:00, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8234, loss_cls: 1.6616, loss: 1.6616, grad_norm: 4.3066 2021-01-30 08:38:05,804 - mmaction - INFO - Epoch [57][120/3757] lr: 1.000e-03, eta: 23:03:45, time: 0.211, data_time: 0.004, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8313, loss_cls: 1.6063, loss: 1.6063, grad_norm: 4.3013 2021-01-30 08:38:09,917 - mmaction - INFO - Epoch [57][140/3757] lr: 1.000e-03, eta: 23:03:31, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.7844, loss_cls: 1.7559, loss: 1.7559, grad_norm: 4.4358 2021-01-30 08:38:14,135 - mmaction - INFO - Epoch [57][160/3757] lr: 1.000e-03, eta: 23:03:16, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.8027, loss: 1.8027, grad_norm: 4.3046 2021-01-30 08:38:18,313 - mmaction - INFO - Epoch [57][180/3757] lr: 1.000e-03, eta: 23:03:01, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8016, loss_cls: 1.7681, loss: 1.7681, grad_norm: 4.2638 2021-01-30 08:38:22,564 - mmaction - INFO - Epoch [57][200/3757] lr: 1.000e-03, eta: 23:02:47, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7922, loss_cls: 1.7890, loss: 1.7890, grad_norm: 4.3295 2021-01-30 08:38:26,681 - mmaction - INFO - Epoch [57][220/3757] lr: 1.000e-03, eta: 23:02:32, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8055, loss_cls: 1.7356, loss: 1.7356, grad_norm: 4.3361 2021-01-30 08:38:30,781 - mmaction - INFO - Epoch [57][240/3757] lr: 1.000e-03, eta: 23:02:17, time: 0.205, data_time: 0.000, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8273, loss_cls: 1.6485, loss: 1.6485, grad_norm: 4.2644 2021-01-30 08:38:35,136 - mmaction - INFO - Epoch [57][260/3757] lr: 1.000e-03, eta: 23:02:03, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.7559, loss: 1.7559, grad_norm: 4.3041 2021-01-30 08:38:39,260 - mmaction - INFO - Epoch [57][280/3757] lr: 1.000e-03, eta: 23:01:48, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8094, loss_cls: 1.6543, loss: 1.6543, grad_norm: 4.2850 2021-01-30 08:38:43,550 - mmaction - INFO - Epoch [57][300/3757] lr: 1.000e-03, eta: 23:01:33, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8164, loss_cls: 1.6579, loss: 1.6579, grad_norm: 4.3073 2021-01-30 08:38:47,745 - mmaction - INFO - Epoch [57][320/3757] lr: 1.000e-03, eta: 23:01:19, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7930, loss_cls: 1.7834, loss: 1.7834, grad_norm: 4.4004 2021-01-30 08:38:51,913 - mmaction - INFO - Epoch [57][340/3757] lr: 1.000e-03, eta: 23:01:04, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7914, loss_cls: 1.8046, loss: 1.8046, grad_norm: 4.4834 2021-01-30 08:38:56,215 - mmaction - INFO - Epoch [57][360/3757] lr: 1.000e-03, eta: 23:00:50, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8094, loss_cls: 1.7082, loss: 1.7082, grad_norm: 4.2808 2021-01-30 08:39:00,507 - mmaction - INFO - Epoch [57][380/3757] lr: 1.000e-03, eta: 23:00:35, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8141, loss_cls: 1.6250, loss: 1.6250, grad_norm: 4.2277 2021-01-30 08:39:05,364 - mmaction - INFO - Epoch [57][400/3757] lr: 1.000e-03, eta: 23:00:21, time: 0.243, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.6837, loss: 1.6837, grad_norm: 4.3447 2021-01-30 08:39:09,722 - mmaction - INFO - Epoch [57][420/3757] lr: 1.000e-03, eta: 23:00:07, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7820, loss_cls: 1.8564, loss: 1.8564, grad_norm: 4.4653 2021-01-30 08:39:14,234 - mmaction - INFO - Epoch [57][440/3757] lr: 1.000e-03, eta: 22:59:52, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8156, loss_cls: 1.6366, loss: 1.6366, grad_norm: 4.1514 2021-01-30 08:39:18,728 - mmaction - INFO - Epoch [57][460/3757] lr: 1.000e-03, eta: 22:59:38, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.6373, loss: 1.6373, grad_norm: 4.2508 2021-01-30 08:39:23,610 - mmaction - INFO - Epoch [57][480/3757] lr: 1.000e-03, eta: 22:59:24, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8117, loss_cls: 1.7174, loss: 1.7174, grad_norm: 4.4616 2021-01-30 08:39:28,099 - mmaction - INFO - Epoch [57][500/3757] lr: 1.000e-03, eta: 22:59:09, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7961, loss_cls: 1.7636, loss: 1.7636, grad_norm: 4.3888 2021-01-30 08:39:32,459 - mmaction - INFO - Epoch [57][520/3757] lr: 1.000e-03, eta: 22:58:55, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7961, loss_cls: 1.7935, loss: 1.7935, grad_norm: 4.4617 2021-01-30 08:39:37,045 - mmaction - INFO - Epoch [57][540/3757] lr: 1.000e-03, eta: 22:58:41, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8063, loss_cls: 1.7413, loss: 1.7413, grad_norm: 4.4180 2021-01-30 08:39:41,500 - mmaction - INFO - Epoch [57][560/3757] lr: 1.000e-03, eta: 22:58:26, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8273, loss_cls: 1.6809, loss: 1.6809, grad_norm: 4.3912 2021-01-30 08:39:46,451 - mmaction - INFO - Epoch [57][580/3757] lr: 1.000e-03, eta: 22:58:12, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8234, loss_cls: 1.6660, loss: 1.6660, grad_norm: 4.2374 2021-01-30 08:39:50,989 - mmaction - INFO - Epoch [57][600/3757] lr: 1.000e-03, eta: 22:57:58, time: 0.227, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6700, loss: 1.6700, grad_norm: 4.2599 2021-01-30 08:39:56,154 - mmaction - INFO - Epoch [57][620/3757] lr: 1.000e-03, eta: 22:57:44, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8070, loss_cls: 1.6778, loss: 1.6778, grad_norm: 4.1380 2021-01-30 08:40:01,207 - mmaction - INFO - Epoch [57][640/3757] lr: 1.000e-03, eta: 22:57:30, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7844, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.4072 2021-01-30 08:40:06,861 - mmaction - INFO - Epoch [57][660/3757] lr: 1.000e-03, eta: 22:57:17, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8172, loss_cls: 1.6703, loss: 1.6703, grad_norm: 4.2840 2021-01-30 08:40:12,277 - mmaction - INFO - Epoch [57][680/3757] lr: 1.000e-03, eta: 22:57:03, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8164, loss_cls: 1.7173, loss: 1.7173, grad_norm: 4.3791 2021-01-30 08:40:17,861 - mmaction - INFO - Epoch [57][700/3757] lr: 1.000e-03, eta: 22:56:49, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7953, loss_cls: 1.7777, loss: 1.7777, grad_norm: 4.3938 2021-01-30 08:40:22,479 - mmaction - INFO - Epoch [57][720/3757] lr: 1.000e-03, eta: 22:56:35, time: 0.231, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.7362, loss: 1.7362, grad_norm: 4.3532 2021-01-30 08:40:27,724 - mmaction - INFO - Epoch [57][740/3757] lr: 1.000e-03, eta: 22:56:21, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7655, loss: 1.7655, grad_norm: 4.3811 2021-01-30 08:40:33,901 - mmaction - INFO - Epoch [57][760/3757] lr: 1.000e-03, eta: 22:56:08, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8047, loss_cls: 1.6848, loss: 1.6848, grad_norm: 4.2213 2021-01-30 08:40:39,214 - mmaction - INFO - Epoch [57][780/3757] lr: 1.000e-03, eta: 22:55:55, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.6841, loss: 1.6841, grad_norm: 4.2415 2021-01-30 08:40:44,444 - mmaction - INFO - Epoch [57][800/3757] lr: 1.000e-03, eta: 22:55:41, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7977, loss_cls: 1.8047, loss: 1.8047, grad_norm: 4.4175 2021-01-30 08:40:49,516 - mmaction - INFO - Epoch [57][820/3757] lr: 1.000e-03, eta: 22:55:27, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5469, top5_acc: 0.7836, loss_cls: 1.9180, loss: 1.9180, grad_norm: 4.5329 2021-01-30 08:40:54,915 - mmaction - INFO - Epoch [57][840/3757] lr: 1.000e-03, eta: 22:55:13, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.8065, loss: 1.8065, grad_norm: 4.3983 2021-01-30 08:41:00,026 - mmaction - INFO - Epoch [57][860/3757] lr: 1.000e-03, eta: 22:54:59, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8008, loss_cls: 1.7960, loss: 1.7960, grad_norm: 4.3424 2021-01-30 08:41:05,270 - mmaction - INFO - Epoch [57][880/3757] lr: 1.000e-03, eta: 22:54:46, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7945, loss_cls: 1.7784, loss: 1.7784, grad_norm: 4.3905 2021-01-30 08:41:11,184 - mmaction - INFO - Epoch [57][900/3757] lr: 1.000e-03, eta: 22:54:32, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.6913, loss: 1.6913, grad_norm: 4.1916 2021-01-30 08:41:16,836 - mmaction - INFO - Epoch [57][920/3757] lr: 1.000e-03, eta: 22:54:19, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8039, loss_cls: 1.7059, loss: 1.7059, grad_norm: 4.3107 2021-01-30 08:41:22,526 - mmaction - INFO - Epoch [57][940/3757] lr: 1.000e-03, eta: 22:54:06, time: 0.285, data_time: 0.005, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8086, loss_cls: 1.7352, loss: 1.7352, grad_norm: 4.3755 2021-01-30 08:41:27,884 - mmaction - INFO - Epoch [57][960/3757] lr: 1.000e-03, eta: 22:53:52, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7887, loss: 1.7887, grad_norm: 4.3712 2021-01-30 08:41:33,291 - mmaction - INFO - Epoch [57][980/3757] lr: 1.000e-03, eta: 22:53:38, time: 0.270, data_time: 0.004, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7992, loss_cls: 1.7823, loss: 1.7823, grad_norm: 4.3242 2021-01-30 08:41:38,653 - mmaction - INFO - Epoch [57][1000/3757] lr: 1.000e-03, eta: 22:53:25, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7977, loss_cls: 1.7358, loss: 1.7358, grad_norm: 4.3354 2021-01-30 08:41:44,611 - mmaction - INFO - Epoch [57][1020/3757] lr: 1.000e-03, eta: 22:53:11, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8156, loss_cls: 1.6560, loss: 1.6560, grad_norm: 4.2719 2021-01-30 08:41:49,580 - mmaction - INFO - Epoch [57][1040/3757] lr: 1.000e-03, eta: 22:52:57, time: 0.248, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.7123, loss: 1.7123, grad_norm: 4.4031 2021-01-30 08:41:55,694 - mmaction - INFO - Epoch [57][1060/3757] lr: 1.000e-03, eta: 22:52:44, time: 0.305, data_time: 0.005, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8094, loss_cls: 1.7121, loss: 1.7121, grad_norm: 4.3887 2021-01-30 08:42:00,894 - mmaction - INFO - Epoch [57][1080/3757] lr: 1.000e-03, eta: 22:52:31, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8078, loss_cls: 1.7125, loss: 1.7125, grad_norm: 4.2558 2021-01-30 08:42:06,725 - mmaction - INFO - Epoch [57][1100/3757] lr: 1.000e-03, eta: 22:52:17, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7883, loss_cls: 1.7821, loss: 1.7821, grad_norm: 4.4631 2021-01-30 08:42:12,279 - mmaction - INFO - Epoch [57][1120/3757] lr: 1.000e-03, eta: 22:52:04, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8023, loss_cls: 1.7515, loss: 1.7515, grad_norm: 4.3228 2021-01-30 08:42:17,350 - mmaction - INFO - Epoch [57][1140/3757] lr: 1.000e-03, eta: 22:51:50, time: 0.254, data_time: 0.005, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8219, loss_cls: 1.6708, loss: 1.6708, grad_norm: 4.3032 2021-01-30 08:42:24,349 - mmaction - INFO - Epoch [57][1160/3757] lr: 1.000e-03, eta: 22:51:38, time: 0.350, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8195, loss_cls: 1.6903, loss: 1.6903, grad_norm: 4.3284 2021-01-30 08:42:30,121 - mmaction - INFO - Epoch [57][1180/3757] lr: 1.000e-03, eta: 22:51:24, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.6958, loss: 1.6958, grad_norm: 4.4224 2021-01-30 08:42:35,805 - mmaction - INFO - Epoch [57][1200/3757] lr: 1.000e-03, eta: 22:51:11, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6838, loss: 1.6838, grad_norm: 4.2934 2021-01-30 08:42:41,278 - mmaction - INFO - Epoch [57][1220/3757] lr: 1.000e-03, eta: 22:50:57, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7953, loss_cls: 1.7751, loss: 1.7751, grad_norm: 4.2460 2021-01-30 08:42:47,092 - mmaction - INFO - Epoch [57][1240/3757] lr: 1.000e-03, eta: 22:50:44, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7977, loss_cls: 1.7898, loss: 1.7898, grad_norm: 4.4205 2021-01-30 08:42:52,467 - mmaction - INFO - Epoch [57][1260/3757] lr: 1.000e-03, eta: 22:50:30, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8125, loss_cls: 1.6935, loss: 1.6935, grad_norm: 4.2162 2021-01-30 08:42:58,454 - mmaction - INFO - Epoch [57][1280/3757] lr: 1.000e-03, eta: 22:50:17, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8141, loss_cls: 1.7256, loss: 1.7256, grad_norm: 4.2789 2021-01-30 08:43:03,918 - mmaction - INFO - Epoch [57][1300/3757] lr: 1.000e-03, eta: 22:50:04, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8039, loss_cls: 1.6648, loss: 1.6648, grad_norm: 4.2518 2021-01-30 08:43:09,756 - mmaction - INFO - Epoch [57][1320/3757] lr: 1.000e-03, eta: 22:49:50, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8063, loss_cls: 1.7721, loss: 1.7721, grad_norm: 4.4491 2021-01-30 08:43:15,989 - mmaction - INFO - Epoch [57][1340/3757] lr: 1.000e-03, eta: 22:49:37, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.7184, loss: 1.7184, grad_norm: 4.3165 2021-01-30 08:43:21,088 - mmaction - INFO - Epoch [57][1360/3757] lr: 1.000e-03, eta: 22:49:24, time: 0.255, data_time: 0.000, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.8412, loss: 1.8412, grad_norm: 4.5230 2021-01-30 08:43:27,247 - mmaction - INFO - Epoch [57][1380/3757] lr: 1.000e-03, eta: 22:49:11, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8172, loss_cls: 1.7086, loss: 1.7086, grad_norm: 4.3326 2021-01-30 08:43:32,568 - mmaction - INFO - Epoch [57][1400/3757] lr: 1.000e-03, eta: 22:48:57, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7992, loss_cls: 1.7440, loss: 1.7440, grad_norm: 4.3443 2021-01-30 08:43:38,620 - mmaction - INFO - Epoch [57][1420/3757] lr: 1.000e-03, eta: 22:48:44, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7969, loss_cls: 1.8428, loss: 1.8428, grad_norm: 4.3978 2021-01-30 08:43:44,384 - mmaction - INFO - Epoch [57][1440/3757] lr: 1.000e-03, eta: 22:48:30, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8125, loss_cls: 1.7188, loss: 1.7188, grad_norm: 4.2537 2021-01-30 08:43:50,071 - mmaction - INFO - Epoch [57][1460/3757] lr: 1.000e-03, eta: 22:48:17, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7501, loss: 1.7501, grad_norm: 4.3881 2021-01-30 08:43:56,272 - mmaction - INFO - Epoch [57][1480/3757] lr: 1.000e-03, eta: 22:48:04, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8078, loss_cls: 1.7228, loss: 1.7228, grad_norm: 4.3114 2021-01-30 08:44:02,244 - mmaction - INFO - Epoch [57][1500/3757] lr: 1.000e-03, eta: 22:47:51, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7977, loss_cls: 1.7498, loss: 1.7498, grad_norm: 4.2715 2021-01-30 08:44:08,038 - mmaction - INFO - Epoch [57][1520/3757] lr: 1.000e-03, eta: 22:47:38, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.6577, loss: 1.6577, grad_norm: 4.1931 2021-01-30 08:44:13,475 - mmaction - INFO - Epoch [57][1540/3757] lr: 1.000e-03, eta: 22:47:24, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7377, loss: 1.7377, grad_norm: 4.3048 2021-01-30 08:44:19,536 - mmaction - INFO - Epoch [57][1560/3757] lr: 1.000e-03, eta: 22:47:11, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.7799, loss: 1.7799, grad_norm: 4.3240 2021-01-30 08:44:25,052 - mmaction - INFO - Epoch [57][1580/3757] lr: 1.000e-03, eta: 22:46:58, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7530, loss: 1.7530, grad_norm: 4.3051 2021-01-30 08:44:30,602 - mmaction - INFO - Epoch [57][1600/3757] lr: 1.000e-03, eta: 22:46:44, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.7220, loss: 1.7220, grad_norm: 4.3363 2021-01-30 08:44:36,896 - mmaction - INFO - Epoch [57][1620/3757] lr: 1.000e-03, eta: 22:46:31, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8219, loss_cls: 1.6398, loss: 1.6398, grad_norm: 4.2829 2021-01-30 08:44:42,478 - mmaction - INFO - Epoch [57][1640/3757] lr: 1.000e-03, eta: 22:46:18, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.1928 2021-01-30 08:44:48,552 - mmaction - INFO - Epoch [57][1660/3757] lr: 1.000e-03, eta: 22:46:05, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8039, loss_cls: 1.7496, loss: 1.7496, grad_norm: 4.3813 2021-01-30 08:44:54,100 - mmaction - INFO - Epoch [57][1680/3757] lr: 1.000e-03, eta: 22:45:51, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7844, loss_cls: 1.8380, loss: 1.8380, grad_norm: 4.3271 2021-01-30 08:44:59,792 - mmaction - INFO - Epoch [57][1700/3757] lr: 1.000e-03, eta: 22:45:38, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8452, loss: 1.8452, grad_norm: 4.4936 2021-01-30 08:45:05,255 - mmaction - INFO - Epoch [57][1720/3757] lr: 1.000e-03, eta: 22:45:24, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.7897, loss: 1.7897, grad_norm: 4.3821 2021-01-30 08:45:11,570 - mmaction - INFO - Epoch [57][1740/3757] lr: 1.000e-03, eta: 22:45:11, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7071, loss: 1.7071, grad_norm: 4.2434 2021-01-30 08:45:17,206 - mmaction - INFO - Epoch [57][1760/3757] lr: 1.000e-03, eta: 22:44:58, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.7530, loss: 1.7530, grad_norm: 4.3430 2021-01-30 08:45:22,569 - mmaction - INFO - Epoch [57][1780/3757] lr: 1.000e-03, eta: 22:44:44, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7914, loss_cls: 1.8267, loss: 1.8267, grad_norm: 4.4601 2021-01-30 08:45:28,768 - mmaction - INFO - Epoch [57][1800/3757] lr: 1.000e-03, eta: 22:44:32, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8211, loss_cls: 1.7336, loss: 1.7336, grad_norm: 4.3119 2021-01-30 08:45:34,795 - mmaction - INFO - Epoch [57][1820/3757] lr: 1.000e-03, eta: 22:44:18, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8070, loss_cls: 1.7228, loss: 1.7228, grad_norm: 4.2983 2021-01-30 08:45:41,098 - mmaction - INFO - Epoch [57][1840/3757] lr: 1.000e-03, eta: 22:44:06, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8117, loss_cls: 1.6882, loss: 1.6882, grad_norm: 4.3115 2021-01-30 08:45:46,962 - mmaction - INFO - Epoch [57][1860/3757] lr: 1.000e-03, eta: 22:43:52, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8109, loss_cls: 1.7763, loss: 1.7763, grad_norm: 4.3525 2021-01-30 08:45:52,375 - mmaction - INFO - Epoch [57][1880/3757] lr: 1.000e-03, eta: 22:43:39, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.7992, loss_cls: 1.7529, loss: 1.7529, grad_norm: 4.3013 2021-01-30 08:45:57,956 - mmaction - INFO - Epoch [57][1900/3757] lr: 1.000e-03, eta: 22:43:25, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7992, loss_cls: 1.7581, loss: 1.7581, grad_norm: 4.3408 2021-01-30 08:46:03,909 - mmaction - INFO - Epoch [57][1920/3757] lr: 1.000e-03, eta: 22:43:12, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.7284, loss: 1.7284, grad_norm: 4.3041 2021-01-30 08:46:09,575 - mmaction - INFO - Epoch [57][1940/3757] lr: 1.000e-03, eta: 22:42:59, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7969, loss_cls: 1.6981, loss: 1.6981, grad_norm: 4.2964 2021-01-30 08:46:14,938 - mmaction - INFO - Epoch [57][1960/3757] lr: 1.000e-03, eta: 22:42:45, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8008, loss_cls: 1.7606, loss: 1.7606, grad_norm: 4.3180 2021-01-30 08:46:20,599 - mmaction - INFO - Epoch [57][1980/3757] lr: 1.000e-03, eta: 22:42:32, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7613, loss: 1.7613, grad_norm: 4.3793 2021-01-30 08:46:26,095 - mmaction - INFO - Epoch [57][2000/3757] lr: 1.000e-03, eta: 22:42:18, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7953, loss_cls: 1.7277, loss: 1.7277, grad_norm: 4.3102 2021-01-30 08:46:32,417 - mmaction - INFO - Epoch [57][2020/3757] lr: 1.000e-03, eta: 22:42:06, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8078, loss_cls: 1.6715, loss: 1.6715, grad_norm: 4.2336 2021-01-30 08:46:38,501 - mmaction - INFO - Epoch [57][2040/3757] lr: 1.000e-03, eta: 22:41:53, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8164, loss_cls: 1.6502, loss: 1.6502, grad_norm: 4.2537 2021-01-30 08:46:44,096 - mmaction - INFO - Epoch [57][2060/3757] lr: 1.000e-03, eta: 22:41:39, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8055, loss_cls: 1.7342, loss: 1.7342, grad_norm: 4.3161 2021-01-30 08:46:50,008 - mmaction - INFO - Epoch [57][2080/3757] lr: 1.000e-03, eta: 22:41:26, time: 0.295, data_time: 0.000, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8031, loss_cls: 1.7232, loss: 1.7232, grad_norm: 4.3373 2021-01-30 08:46:56,179 - mmaction - INFO - Epoch [57][2100/3757] lr: 1.000e-03, eta: 22:41:13, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7672, loss_cls: 1.8794, loss: 1.8794, grad_norm: 4.3858 2021-01-30 08:47:01,948 - mmaction - INFO - Epoch [57][2120/3757] lr: 1.000e-03, eta: 22:41:00, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7867, loss_cls: 1.7931, loss: 1.7931, grad_norm: 4.3549 2021-01-30 08:47:08,242 - mmaction - INFO - Epoch [57][2140/3757] lr: 1.000e-03, eta: 22:40:47, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8102, loss_cls: 1.6959, loss: 1.6959, grad_norm: 4.2248 2021-01-30 08:47:13,802 - mmaction - INFO - Epoch [57][2160/3757] lr: 1.000e-03, eta: 22:40:34, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8047, loss_cls: 1.7434, loss: 1.7434, grad_norm: 4.4706 2021-01-30 08:47:20,279 - mmaction - INFO - Epoch [57][2180/3757] lr: 1.000e-03, eta: 22:40:21, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7984, loss_cls: 1.7586, loss: 1.7586, grad_norm: 4.3531 2021-01-30 08:47:25,663 - mmaction - INFO - Epoch [57][2200/3757] lr: 1.000e-03, eta: 22:40:07, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8086, loss_cls: 1.6510, loss: 1.6510, grad_norm: 4.3222 2021-01-30 08:47:31,987 - mmaction - INFO - Epoch [57][2220/3757] lr: 1.000e-03, eta: 22:39:54, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8195, loss_cls: 1.6761, loss: 1.6761, grad_norm: 4.3584 2021-01-30 08:47:37,106 - mmaction - INFO - Epoch [57][2240/3757] lr: 1.000e-03, eta: 22:39:41, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8281, loss_cls: 1.6146, loss: 1.6146, grad_norm: 4.2644 2021-01-30 08:47:42,694 - mmaction - INFO - Epoch [57][2260/3757] lr: 1.000e-03, eta: 22:39:27, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7014, loss: 1.7014, grad_norm: 4.3077 2021-01-30 08:47:48,080 - mmaction - INFO - Epoch [57][2280/3757] lr: 1.000e-03, eta: 22:39:14, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7992, loss_cls: 1.8038, loss: 1.8038, grad_norm: 4.4518 2021-01-30 08:47:53,834 - mmaction - INFO - Epoch [57][2300/3757] lr: 1.000e-03, eta: 22:39:00, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8250, loss_cls: 1.7153, loss: 1.7153, grad_norm: 4.2094 2021-01-30 08:48:00,298 - mmaction - INFO - Epoch [57][2320/3757] lr: 1.000e-03, eta: 22:38:48, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.6918, loss: 1.6918, grad_norm: 4.2992 2021-01-30 08:48:07,038 - mmaction - INFO - Epoch [57][2340/3757] lr: 1.000e-03, eta: 22:38:35, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7906, loss_cls: 1.7952, loss: 1.7952, grad_norm: 4.3991 2021-01-30 08:48:12,126 - mmaction - INFO - Epoch [57][2360/3757] lr: 1.000e-03, eta: 22:38:21, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8125, loss_cls: 1.7187, loss: 1.7187, grad_norm: 4.4236 2021-01-30 08:48:17,938 - mmaction - INFO - Epoch [57][2380/3757] lr: 1.000e-03, eta: 22:38:08, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7883, loss_cls: 1.8313, loss: 1.8313, grad_norm: 4.4868 2021-01-30 08:48:23,310 - mmaction - INFO - Epoch [57][2400/3757] lr: 1.000e-03, eta: 22:37:55, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7867, loss_cls: 1.7670, loss: 1.7670, grad_norm: 4.3563 2021-01-30 08:48:29,099 - mmaction - INFO - Epoch [57][2420/3757] lr: 1.000e-03, eta: 22:37:41, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8125, loss_cls: 1.6487, loss: 1.6487, grad_norm: 4.1932 2021-01-30 08:48:34,699 - mmaction - INFO - Epoch [57][2440/3757] lr: 1.000e-03, eta: 22:37:28, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8164, loss_cls: 1.6920, loss: 1.6920, grad_norm: 4.2816 2021-01-30 08:48:40,949 - mmaction - INFO - Epoch [57][2460/3757] lr: 1.000e-03, eta: 22:37:15, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7992, loss_cls: 1.8296, loss: 1.8296, grad_norm: 4.4616 2021-01-30 08:48:46,739 - mmaction - INFO - Epoch [57][2480/3757] lr: 1.000e-03, eta: 22:37:02, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7773, loss_cls: 1.8399, loss: 1.8399, grad_norm: 4.3387 2021-01-30 08:48:52,771 - mmaction - INFO - Epoch [57][2500/3757] lr: 1.000e-03, eta: 22:36:49, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7977, loss_cls: 1.8212, loss: 1.8212, grad_norm: 4.3846 2021-01-30 08:48:59,447 - mmaction - INFO - Epoch [57][2520/3757] lr: 1.000e-03, eta: 22:36:36, time: 0.334, data_time: 0.004, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7308, loss: 1.7308, grad_norm: 4.3168 2021-01-30 08:49:04,486 - mmaction - INFO - Epoch [57][2540/3757] lr: 1.000e-03, eta: 22:36:23, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.5523, top5_acc: 0.8016, loss_cls: 1.8203, loss: 1.8203, grad_norm: 4.4765 2021-01-30 08:49:10,397 - mmaction - INFO - Epoch [57][2560/3757] lr: 1.000e-03, eta: 22:36:10, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8219, loss_cls: 1.6825, loss: 1.6825, grad_norm: 4.2716 2021-01-30 08:49:16,043 - mmaction - INFO - Epoch [57][2580/3757] lr: 1.000e-03, eta: 22:35:56, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7158, loss: 1.7158, grad_norm: 4.3260 2021-01-30 08:49:22,864 - mmaction - INFO - Epoch [57][2600/3757] lr: 1.000e-03, eta: 22:35:44, time: 0.341, data_time: 0.003, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.7505, loss: 1.7505, grad_norm: 4.4222 2021-01-30 08:49:28,857 - mmaction - INFO - Epoch [57][2620/3757] lr: 1.000e-03, eta: 22:35:31, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8055, loss_cls: 1.7645, loss: 1.7645, grad_norm: 4.2684 2021-01-30 08:49:35,018 - mmaction - INFO - Epoch [57][2640/3757] lr: 1.000e-03, eta: 22:35:18, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7883, loss_cls: 1.7790, loss: 1.7790, grad_norm: 4.3210 2021-01-30 08:49:40,300 - mmaction - INFO - Epoch [57][2660/3757] lr: 1.000e-03, eta: 22:35:04, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8063, loss_cls: 1.6513, loss: 1.6513, grad_norm: 4.2871 2021-01-30 08:49:46,486 - mmaction - INFO - Epoch [57][2680/3757] lr: 1.000e-03, eta: 22:34:51, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8086, loss_cls: 1.7049, loss: 1.7049, grad_norm: 4.3069 2021-01-30 08:49:52,020 - mmaction - INFO - Epoch [57][2700/3757] lr: 1.000e-03, eta: 22:34:38, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8070, loss_cls: 1.7762, loss: 1.7762, grad_norm: 4.5056 2021-01-30 08:49:57,981 - mmaction - INFO - Epoch [57][2720/3757] lr: 1.000e-03, eta: 22:34:25, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7576, loss: 1.7576, grad_norm: 4.3856 2021-01-30 08:50:03,263 - mmaction - INFO - Epoch [57][2740/3757] lr: 1.000e-03, eta: 22:34:11, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7187, loss: 1.7187, grad_norm: 4.4115 2021-01-30 08:50:09,930 - mmaction - INFO - Epoch [57][2760/3757] lr: 1.000e-03, eta: 22:33:59, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7906, loss_cls: 1.7731, loss: 1.7731, grad_norm: 4.3719 2021-01-30 08:50:16,065 - mmaction - INFO - Epoch [57][2780/3757] lr: 1.000e-03, eta: 22:33:46, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8086, loss_cls: 1.7908, loss: 1.7908, grad_norm: 4.3629 2021-01-30 08:50:22,427 - mmaction - INFO - Epoch [57][2800/3757] lr: 1.000e-03, eta: 22:33:33, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7856, loss: 1.7856, grad_norm: 4.4793 2021-01-30 08:50:28,289 - mmaction - INFO - Epoch [57][2820/3757] lr: 1.000e-03, eta: 22:33:20, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8000, loss_cls: 1.7056, loss: 1.7056, grad_norm: 4.2964 2021-01-30 08:50:33,514 - mmaction - INFO - Epoch [57][2840/3757] lr: 1.000e-03, eta: 22:33:06, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7263, loss: 1.7263, grad_norm: 4.2411 2021-01-30 08:50:39,537 - mmaction - INFO - Epoch [57][2860/3757] lr: 1.000e-03, eta: 22:32:53, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7719, loss_cls: 1.9011, loss: 1.9011, grad_norm: 4.4424 2021-01-30 08:50:45,771 - mmaction - INFO - Epoch [57][2880/3757] lr: 1.000e-03, eta: 22:32:40, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7820, loss_cls: 1.8239, loss: 1.8239, grad_norm: 4.3802 2021-01-30 08:50:51,570 - mmaction - INFO - Epoch [57][2900/3757] lr: 1.000e-03, eta: 22:32:27, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.7078, loss: 1.7078, grad_norm: 4.3405 2021-01-30 08:50:57,679 - mmaction - INFO - Epoch [57][2920/3757] lr: 1.000e-03, eta: 22:32:14, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8172, loss_cls: 1.7203, loss: 1.7203, grad_norm: 4.3072 2021-01-30 08:51:03,231 - mmaction - INFO - Epoch [57][2940/3757] lr: 1.000e-03, eta: 22:32:01, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7793, loss: 1.7793, grad_norm: 4.3643 2021-01-30 08:51:08,864 - mmaction - INFO - Epoch [57][2960/3757] lr: 1.000e-03, eta: 22:31:47, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8141, loss_cls: 1.6542, loss: 1.6542, grad_norm: 4.2155 2021-01-30 08:51:15,345 - mmaction - INFO - Epoch [57][2980/3757] lr: 1.000e-03, eta: 22:31:35, time: 0.325, data_time: 0.003, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7814, loss: 1.7814, grad_norm: 4.3524 2021-01-30 08:51:21,022 - mmaction - INFO - Epoch [57][3000/3757] lr: 1.000e-03, eta: 22:31:22, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.7493, loss: 1.7493, grad_norm: 4.3398 2021-01-30 08:51:26,988 - mmaction - INFO - Epoch [57][3020/3757] lr: 1.000e-03, eta: 22:31:08, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.7060, loss: 1.7060, grad_norm: 4.3824 2021-01-30 08:51:32,608 - mmaction - INFO - Epoch [57][3040/3757] lr: 1.000e-03, eta: 22:30:55, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8023, loss_cls: 1.7039, loss: 1.7039, grad_norm: 4.2924 2021-01-30 08:51:38,091 - mmaction - INFO - Epoch [57][3060/3757] lr: 1.000e-03, eta: 22:30:42, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7875, loss_cls: 1.8412, loss: 1.8412, grad_norm: 4.5238 2021-01-30 08:51:44,006 - mmaction - INFO - Epoch [57][3080/3757] lr: 1.000e-03, eta: 22:30:29, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8008, loss_cls: 1.7592, loss: 1.7592, grad_norm: 4.3575 2021-01-30 08:51:49,789 - mmaction - INFO - Epoch [57][3100/3757] lr: 1.000e-03, eta: 22:30:15, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.7961, loss_cls: 1.7300, loss: 1.7300, grad_norm: 4.2172 2021-01-30 08:51:55,821 - mmaction - INFO - Epoch [57][3120/3757] lr: 1.000e-03, eta: 22:30:03, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8102, loss_cls: 1.7393, loss: 1.7393, grad_norm: 4.3766 2021-01-30 08:52:01,751 - mmaction - INFO - Epoch [57][3140/3757] lr: 1.000e-03, eta: 22:29:49, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8078, loss_cls: 1.7552, loss: 1.7552, grad_norm: 4.3960 2021-01-30 08:52:07,990 - mmaction - INFO - Epoch [57][3160/3757] lr: 1.000e-03, eta: 22:29:37, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7271, loss: 1.7271, grad_norm: 4.2824 2021-01-30 08:52:13,718 - mmaction - INFO - Epoch [57][3180/3757] lr: 1.000e-03, eta: 22:29:23, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8141, loss_cls: 1.7495, loss: 1.7495, grad_norm: 4.3688 2021-01-30 08:52:19,088 - mmaction - INFO - Epoch [57][3200/3757] lr: 1.000e-03, eta: 22:29:10, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8219, loss_cls: 1.5984, loss: 1.5984, grad_norm: 4.2282 2021-01-30 08:52:25,155 - mmaction - INFO - Epoch [57][3220/3757] lr: 1.000e-03, eta: 22:28:57, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8039, loss_cls: 1.7486, loss: 1.7486, grad_norm: 4.3108 2021-01-30 08:52:31,356 - mmaction - INFO - Epoch [57][3240/3757] lr: 1.000e-03, eta: 22:28:44, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8039, loss_cls: 1.7229, loss: 1.7229, grad_norm: 4.3306 2021-01-30 08:52:37,381 - mmaction - INFO - Epoch [57][3260/3757] lr: 1.000e-03, eta: 22:28:31, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6934, loss: 1.6934, grad_norm: 4.3289 2021-01-30 08:52:42,950 - mmaction - INFO - Epoch [57][3280/3757] lr: 1.000e-03, eta: 22:28:18, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7969, loss_cls: 1.7521, loss: 1.7521, grad_norm: 4.2354 2021-01-30 08:52:48,484 - mmaction - INFO - Epoch [57][3300/3757] lr: 1.000e-03, eta: 22:28:04, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8109, loss_cls: 1.7431, loss: 1.7431, grad_norm: 4.4446 2021-01-30 08:52:54,367 - mmaction - INFO - Epoch [57][3320/3757] lr: 1.000e-03, eta: 22:27:51, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.8016, loss_cls: 1.8148, loss: 1.8148, grad_norm: 4.4077 2021-01-30 08:52:59,958 - mmaction - INFO - Epoch [57][3340/3757] lr: 1.000e-03, eta: 22:27:38, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.7137, loss: 1.7137, grad_norm: 4.3584 2021-01-30 08:53:06,024 - mmaction - INFO - Epoch [57][3360/3757] lr: 1.000e-03, eta: 22:27:25, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7904, loss: 1.7904, grad_norm: 4.4121 2021-01-30 08:53:11,359 - mmaction - INFO - Epoch [57][3380/3757] lr: 1.000e-03, eta: 22:27:12, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7914, loss_cls: 1.7780, loss: 1.7780, grad_norm: 4.3687 2021-01-30 08:53:16,767 - mmaction - INFO - Epoch [57][3400/3757] lr: 1.000e-03, eta: 22:26:58, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7805, loss_cls: 1.8403, loss: 1.8403, grad_norm: 4.3930 2021-01-30 08:53:23,250 - mmaction - INFO - Epoch [57][3420/3757] lr: 1.000e-03, eta: 22:26:45, time: 0.325, data_time: 0.003, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8133, loss_cls: 1.7327, loss: 1.7327, grad_norm: 4.4620 2021-01-30 08:53:28,346 - mmaction - INFO - Epoch [57][3440/3757] lr: 1.000e-03, eta: 22:26:32, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7992, loss_cls: 1.7932, loss: 1.7932, grad_norm: 4.3756 2021-01-30 08:53:33,816 - mmaction - INFO - Epoch [57][3460/3757] lr: 1.000e-03, eta: 22:26:18, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7891, loss_cls: 1.7946, loss: 1.7946, grad_norm: 4.4365 2021-01-30 08:53:40,541 - mmaction - INFO - Epoch [57][3480/3757] lr: 1.000e-03, eta: 22:26:06, time: 0.337, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8016, loss_cls: 1.7407, loss: 1.7407, grad_norm: 4.2556 2021-01-30 08:53:47,002 - mmaction - INFO - Epoch [57][3500/3757] lr: 1.000e-03, eta: 22:25:53, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7852, loss_cls: 1.8409, loss: 1.8409, grad_norm: 4.5250 2021-01-30 08:53:52,598 - mmaction - INFO - Epoch [57][3520/3757] lr: 1.000e-03, eta: 22:25:40, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7969, loss_cls: 1.7604, loss: 1.7604, grad_norm: 4.4153 2021-01-30 08:53:58,746 - mmaction - INFO - Epoch [57][3540/3757] lr: 1.000e-03, eta: 22:25:27, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8055, loss_cls: 1.7809, loss: 1.7809, grad_norm: 4.3283 2021-01-30 08:54:04,386 - mmaction - INFO - Epoch [57][3560/3757] lr: 1.000e-03, eta: 22:25:14, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7773, loss_cls: 1.8596, loss: 1.8596, grad_norm: 4.5121 2021-01-30 08:54:10,285 - mmaction - INFO - Epoch [57][3580/3757] lr: 1.000e-03, eta: 22:25:01, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8227, loss_cls: 1.6678, loss: 1.6678, grad_norm: 4.2777 2021-01-30 08:54:15,584 - mmaction - INFO - Epoch [57][3600/3757] lr: 1.000e-03, eta: 22:24:47, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8000, loss_cls: 1.8323, loss: 1.8323, grad_norm: 4.3866 2021-01-30 08:54:21,184 - mmaction - INFO - Epoch [57][3620/3757] lr: 1.000e-03, eta: 22:24:34, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8148, loss_cls: 1.7130, loss: 1.7130, grad_norm: 4.2865 2021-01-30 08:54:27,033 - mmaction - INFO - Epoch [57][3640/3757] lr: 1.000e-03, eta: 22:24:21, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8039, loss_cls: 1.7626, loss: 1.7626, grad_norm: 4.3058 2021-01-30 08:54:33,426 - mmaction - INFO - Epoch [57][3660/3757] lr: 1.000e-03, eta: 22:24:08, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8219, loss_cls: 1.7015, loss: 1.7015, grad_norm: 4.2906 2021-01-30 08:54:39,360 - mmaction - INFO - Epoch [57][3680/3757] lr: 1.000e-03, eta: 22:23:55, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8102, loss_cls: 1.6999, loss: 1.6999, grad_norm: 4.2232 2021-01-30 08:54:44,631 - mmaction - INFO - Epoch [57][3700/3757] lr: 1.000e-03, eta: 22:23:42, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7984, loss_cls: 1.7533, loss: 1.7533, grad_norm: 4.3775 2021-01-30 08:54:50,798 - mmaction - INFO - Epoch [57][3720/3757] lr: 1.000e-03, eta: 22:23:29, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7859, loss_cls: 1.7825, loss: 1.7825, grad_norm: 4.3679 2021-01-30 08:54:56,665 - mmaction - INFO - Epoch [57][3740/3757] lr: 1.000e-03, eta: 22:23:16, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8109, loss_cls: 1.7377, loss: 1.7377, grad_norm: 4.3992 2021-01-30 08:55:20,453 - mmaction - INFO - Saving checkpoint at 57 epochs 2021-01-30 09:07:31,424 - mmaction - INFO - Epoch [58][20/3757] lr: 1.000e-03, eta: 22:31:54, time: 36.529, data_time: 36.101, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8211, loss_cls: 1.6689, loss: 1.6689, grad_norm: 4.2872 2021-01-30 09:07:35,712 - mmaction - INFO - Epoch [58][40/3757] lr: 1.000e-03, eta: 22:31:40, time: 0.224, data_time: 0.014, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.6793, loss: 1.6793, grad_norm: 4.2442 2021-01-30 09:07:39,842 - mmaction - INFO - Epoch [58][60/3757] lr: 1.000e-03, eta: 22:31:26, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8078, loss_cls: 1.6805, loss: 1.6805, grad_norm: 4.3421 2021-01-30 09:07:44,083 - mmaction - INFO - Epoch [58][80/3757] lr: 1.000e-03, eta: 22:31:11, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8156, loss_cls: 1.6452, loss: 1.6452, grad_norm: 4.1894 2021-01-30 09:07:48,376 - mmaction - INFO - Epoch [58][100/3757] lr: 1.000e-03, eta: 22:30:57, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7953, loss_cls: 1.7774, loss: 1.7774, grad_norm: 4.3615 2021-01-30 09:07:52,631 - mmaction - INFO - Epoch [58][120/3757] lr: 1.000e-03, eta: 22:30:42, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8086, loss_cls: 1.6749, loss: 1.6749, grad_norm: 4.2797 2021-01-30 09:07:56,773 - mmaction - INFO - Epoch [58][140/3757] lr: 1.000e-03, eta: 22:30:28, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8055, loss_cls: 1.7300, loss: 1.7300, grad_norm: 4.3614 2021-01-30 09:08:00,938 - mmaction - INFO - Epoch [58][160/3757] lr: 1.000e-03, eta: 22:30:13, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7945, loss_cls: 1.7303, loss: 1.7303, grad_norm: 4.3307 2021-01-30 09:08:05,211 - mmaction - INFO - Epoch [58][180/3757] lr: 1.000e-03, eta: 22:29:59, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7945, loss_cls: 1.7960, loss: 1.7960, grad_norm: 4.4097 2021-01-30 09:08:09,371 - mmaction - INFO - Epoch [58][200/3757] lr: 1.000e-03, eta: 22:29:45, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7867, loss_cls: 1.8222, loss: 1.8222, grad_norm: 4.3604 2021-01-30 09:08:13,721 - mmaction - INFO - Epoch [58][220/3757] lr: 1.000e-03, eta: 22:29:30, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8203, loss_cls: 1.7010, loss: 1.7010, grad_norm: 4.2787 2021-01-30 09:08:17,994 - mmaction - INFO - Epoch [58][240/3757] lr: 1.000e-03, eta: 22:29:16, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8016, loss_cls: 1.7955, loss: 1.7955, grad_norm: 4.4080 2021-01-30 09:08:22,133 - mmaction - INFO - Epoch [58][260/3757] lr: 1.000e-03, eta: 22:29:01, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8156, loss_cls: 1.6764, loss: 1.6764, grad_norm: 4.2760 2021-01-30 09:08:26,427 - mmaction - INFO - Epoch [58][280/3757] lr: 1.000e-03, eta: 22:28:47, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7836, loss_cls: 1.8310, loss: 1.8310, grad_norm: 4.3727 2021-01-30 09:08:30,694 - mmaction - INFO - Epoch [58][300/3757] lr: 1.000e-03, eta: 22:28:33, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.6230, loss: 1.6230, grad_norm: 4.1835 2021-01-30 09:08:35,078 - mmaction - INFO - Epoch [58][320/3757] lr: 1.000e-03, eta: 22:28:18, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7914, loss_cls: 1.7439, loss: 1.7439, grad_norm: 4.3018 2021-01-30 09:08:39,390 - mmaction - INFO - Epoch [58][340/3757] lr: 1.000e-03, eta: 22:28:04, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8031, loss_cls: 1.7225, loss: 1.7225, grad_norm: 4.2748 2021-01-30 09:08:43,918 - mmaction - INFO - Epoch [58][360/3757] lr: 1.000e-03, eta: 22:27:50, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.7983, loss: 1.7983, grad_norm: 4.3802 2021-01-30 09:08:48,314 - mmaction - INFO - Epoch [58][380/3757] lr: 1.000e-03, eta: 22:27:36, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8203, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.3357 2021-01-30 09:08:52,604 - mmaction - INFO - Epoch [58][400/3757] lr: 1.000e-03, eta: 22:27:21, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8016, loss_cls: 1.7519, loss: 1.7519, grad_norm: 4.3135 2021-01-30 09:08:56,962 - mmaction - INFO - Epoch [58][420/3757] lr: 1.000e-03, eta: 22:27:07, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7844, loss_cls: 1.7792, loss: 1.7792, grad_norm: 4.2913 2021-01-30 09:09:01,255 - mmaction - INFO - Epoch [58][440/3757] lr: 1.000e-03, eta: 22:26:53, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8250, loss_cls: 1.6494, loss: 1.6494, grad_norm: 4.2351 2021-01-30 09:09:05,933 - mmaction - INFO - Epoch [58][460/3757] lr: 1.000e-03, eta: 22:26:39, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8125, loss_cls: 1.6945, loss: 1.6945, grad_norm: 4.4234 2021-01-30 09:09:10,512 - mmaction - INFO - Epoch [58][480/3757] lr: 1.000e-03, eta: 22:26:24, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8258, loss_cls: 1.6789, loss: 1.6789, grad_norm: 4.4502 2021-01-30 09:09:14,999 - mmaction - INFO - Epoch [58][500/3757] lr: 1.000e-03, eta: 22:26:10, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7262, loss: 1.7262, grad_norm: 4.3725 2021-01-30 09:09:19,403 - mmaction - INFO - Epoch [58][520/3757] lr: 1.000e-03, eta: 22:25:56, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7779, loss: 1.7779, grad_norm: 4.4044 2021-01-30 09:09:23,966 - mmaction - INFO - Epoch [58][540/3757] lr: 1.000e-03, eta: 22:25:42, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8117, loss_cls: 1.6733, loss: 1.6733, grad_norm: 4.4174 2021-01-30 09:09:28,868 - mmaction - INFO - Epoch [58][560/3757] lr: 1.000e-03, eta: 22:25:28, time: 0.245, data_time: 0.000, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.6745, loss: 1.6745, grad_norm: 4.2772 2021-01-30 09:09:33,409 - mmaction - INFO - Epoch [58][580/3757] lr: 1.000e-03, eta: 22:25:14, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.6840, loss: 1.6840, grad_norm: 4.3613 2021-01-30 09:09:38,111 - mmaction - INFO - Epoch [58][600/3757] lr: 1.000e-03, eta: 22:25:00, time: 0.235, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7812, loss_cls: 1.7159, loss: 1.7159, grad_norm: 4.3029 2021-01-30 09:09:43,210 - mmaction - INFO - Epoch [58][620/3757] lr: 1.000e-03, eta: 22:24:46, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.7011, loss: 1.7011, grad_norm: 4.3367 2021-01-30 09:09:48,057 - mmaction - INFO - Epoch [58][640/3757] lr: 1.000e-03, eta: 22:24:32, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8023, loss_cls: 1.6724, loss: 1.6724, grad_norm: 4.2703 2021-01-30 09:09:53,101 - mmaction - INFO - Epoch [58][660/3757] lr: 1.000e-03, eta: 22:24:18, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7977, loss_cls: 1.8109, loss: 1.8109, grad_norm: 4.4256 2021-01-30 09:09:58,842 - mmaction - INFO - Epoch [58][680/3757] lr: 1.000e-03, eta: 22:24:05, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8039, loss_cls: 1.7201, loss: 1.7201, grad_norm: 4.2555 2021-01-30 09:10:04,816 - mmaction - INFO - Epoch [58][700/3757] lr: 1.000e-03, eta: 22:23:52, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7812, loss_cls: 1.8786, loss: 1.8786, grad_norm: 4.4619 2021-01-30 09:10:09,463 - mmaction - INFO - Epoch [58][720/3757] lr: 1.000e-03, eta: 22:23:38, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7766, loss_cls: 1.8369, loss: 1.8369, grad_norm: 4.3109 2021-01-30 09:10:15,017 - mmaction - INFO - Epoch [58][740/3757] lr: 1.000e-03, eta: 22:23:25, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8359, loss_cls: 1.6410, loss: 1.6410, grad_norm: 4.1903 2021-01-30 09:10:20,424 - mmaction - INFO - Epoch [58][760/3757] lr: 1.000e-03, eta: 22:23:11, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8070, loss_cls: 1.7641, loss: 1.7641, grad_norm: 4.4380 2021-01-30 09:10:25,566 - mmaction - INFO - Epoch [58][780/3757] lr: 1.000e-03, eta: 22:22:58, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8227, loss_cls: 1.6881, loss: 1.6881, grad_norm: 4.3596 2021-01-30 09:10:31,007 - mmaction - INFO - Epoch [58][800/3757] lr: 1.000e-03, eta: 22:22:44, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.7249, loss: 1.7249, grad_norm: 4.3828 2021-01-30 09:10:36,311 - mmaction - INFO - Epoch [58][820/3757] lr: 1.000e-03, eta: 22:22:31, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8109, loss_cls: 1.7346, loss: 1.7346, grad_norm: 4.3666 2021-01-30 09:10:41,840 - mmaction - INFO - Epoch [58][840/3757] lr: 1.000e-03, eta: 22:22:17, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7969, loss_cls: 1.8060, loss: 1.8060, grad_norm: 4.3019 2021-01-30 09:10:46,776 - mmaction - INFO - Epoch [58][860/3757] lr: 1.000e-03, eta: 22:22:03, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8008, loss_cls: 1.7626, loss: 1.7626, grad_norm: 4.2927 2021-01-30 09:10:52,489 - mmaction - INFO - Epoch [58][880/3757] lr: 1.000e-03, eta: 22:21:50, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8016, loss_cls: 1.7566, loss: 1.7566, grad_norm: 4.2722 2021-01-30 09:10:58,816 - mmaction - INFO - Epoch [58][900/3757] lr: 1.000e-03, eta: 22:21:37, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7750, loss_cls: 1.8821, loss: 1.8821, grad_norm: 4.5001 2021-01-30 09:11:04,492 - mmaction - INFO - Epoch [58][920/3757] lr: 1.000e-03, eta: 22:21:24, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.7076, loss: 1.7076, grad_norm: 4.2348 2021-01-30 09:11:10,181 - mmaction - INFO - Epoch [58][940/3757] lr: 1.000e-03, eta: 22:21:11, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7961, loss_cls: 1.7267, loss: 1.7267, grad_norm: 4.3404 2021-01-30 09:11:15,623 - mmaction - INFO - Epoch [58][960/3757] lr: 1.000e-03, eta: 22:20:57, time: 0.272, data_time: 0.004, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8008, loss_cls: 1.7266, loss: 1.7266, grad_norm: 4.3063 2021-01-30 09:11:20,670 - mmaction - INFO - Epoch [58][980/3757] lr: 1.000e-03, eta: 22:20:44, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.6985, loss: 1.6985, grad_norm: 4.4191 2021-01-30 09:11:26,715 - mmaction - INFO - Epoch [58][1000/3757] lr: 1.000e-03, eta: 22:20:31, time: 0.302, data_time: 0.004, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.6696, loss: 1.6696, grad_norm: 4.3942 2021-01-30 09:11:32,496 - mmaction - INFO - Epoch [58][1020/3757] lr: 1.000e-03, eta: 22:20:17, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7992, loss_cls: 1.7693, loss: 1.7693, grad_norm: 4.4811 2021-01-30 09:11:38,073 - mmaction - INFO - Epoch [58][1040/3757] lr: 1.000e-03, eta: 22:20:04, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7708, loss: 1.7708, grad_norm: 4.5227 2021-01-30 09:11:43,502 - mmaction - INFO - Epoch [58][1060/3757] lr: 1.000e-03, eta: 22:19:51, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8187, loss_cls: 1.7164, loss: 1.7164, grad_norm: 4.2419 2021-01-30 09:11:49,547 - mmaction - INFO - Epoch [58][1080/3757] lr: 1.000e-03, eta: 22:19:38, time: 0.303, data_time: 0.004, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7469, loss: 1.7469, grad_norm: 4.3489 2021-01-30 09:11:54,884 - mmaction - INFO - Epoch [58][1100/3757] lr: 1.000e-03, eta: 22:19:24, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.6625, loss: 1.6625, grad_norm: 4.3394 2021-01-30 09:12:01,139 - mmaction - INFO - Epoch [58][1120/3757] lr: 1.000e-03, eta: 22:19:11, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7953, loss_cls: 1.7743, loss: 1.7743, grad_norm: 4.3272 2021-01-30 09:12:06,795 - mmaction - INFO - Epoch [58][1140/3757] lr: 1.000e-03, eta: 22:18:58, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8063, loss_cls: 1.7189, loss: 1.7189, grad_norm: 4.2844 2021-01-30 09:12:12,701 - mmaction - INFO - Epoch [58][1160/3757] lr: 1.000e-03, eta: 22:18:45, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.8055, loss_cls: 1.7818, loss: 1.7818, grad_norm: 4.4620 2021-01-30 09:12:18,071 - mmaction - INFO - Epoch [58][1180/3757] lr: 1.000e-03, eta: 22:18:32, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.7509, loss: 1.7509, grad_norm: 4.3694 2021-01-30 09:12:23,614 - mmaction - INFO - Epoch [58][1200/3757] lr: 1.000e-03, eta: 22:18:18, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8039, loss_cls: 1.7231, loss: 1.7231, grad_norm: 4.3183 2021-01-30 09:12:29,276 - mmaction - INFO - Epoch [58][1220/3757] lr: 1.000e-03, eta: 22:18:05, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8063, loss_cls: 1.6670, loss: 1.6670, grad_norm: 4.2062 2021-01-30 09:12:34,876 - mmaction - INFO - Epoch [58][1240/3757] lr: 1.000e-03, eta: 22:17:52, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7922, loss_cls: 1.8324, loss: 1.8324, grad_norm: 4.5644 2021-01-30 09:12:40,561 - mmaction - INFO - Epoch [58][1260/3757] lr: 1.000e-03, eta: 22:17:38, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7953, loss_cls: 1.6927, loss: 1.6927, grad_norm: 4.3228 2021-01-30 09:12:46,338 - mmaction - INFO - Epoch [58][1280/3757] lr: 1.000e-03, eta: 22:17:25, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8094, loss_cls: 1.7336, loss: 1.7336, grad_norm: 4.3207 2021-01-30 09:12:51,618 - mmaction - INFO - Epoch [58][1300/3757] lr: 1.000e-03, eta: 22:17:12, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8102, loss_cls: 1.7200, loss: 1.7200, grad_norm: 4.3637 2021-01-30 09:12:57,304 - mmaction - INFO - Epoch [58][1320/3757] lr: 1.000e-03, eta: 22:16:59, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8070, loss_cls: 1.6739, loss: 1.6739, grad_norm: 4.3273 2021-01-30 09:13:03,385 - mmaction - INFO - Epoch [58][1340/3757] lr: 1.000e-03, eta: 22:16:46, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7937, loss_cls: 1.8166, loss: 1.8166, grad_norm: 4.5791 2021-01-30 09:13:09,100 - mmaction - INFO - Epoch [58][1360/3757] lr: 1.000e-03, eta: 22:16:32, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7570, loss: 1.7570, grad_norm: 4.4076 2021-01-30 09:13:15,083 - mmaction - INFO - Epoch [58][1380/3757] lr: 1.000e-03, eta: 22:16:19, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8109, loss_cls: 1.6299, loss: 1.6299, grad_norm: 4.1802 2021-01-30 09:13:20,643 - mmaction - INFO - Epoch [58][1400/3757] lr: 1.000e-03, eta: 22:16:06, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8211, loss_cls: 1.7053, loss: 1.7053, grad_norm: 4.3245 2021-01-30 09:13:27,411 - mmaction - INFO - Epoch [58][1420/3757] lr: 1.000e-03, eta: 22:15:54, time: 0.339, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8117, loss_cls: 1.6733, loss: 1.6733, grad_norm: 4.4659 2021-01-30 09:13:33,424 - mmaction - INFO - Epoch [58][1440/3757] lr: 1.000e-03, eta: 22:15:41, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7937, loss_cls: 1.7911, loss: 1.7911, grad_norm: 4.4508 2021-01-30 09:13:39,101 - mmaction - INFO - Epoch [58][1460/3757] lr: 1.000e-03, eta: 22:15:27, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8023, loss_cls: 1.6970, loss: 1.6970, grad_norm: 4.3201 2021-01-30 09:13:44,521 - mmaction - INFO - Epoch [58][1480/3757] lr: 1.000e-03, eta: 22:15:14, time: 0.271, data_time: 0.005, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.7078, loss: 1.7078, grad_norm: 4.3822 2021-01-30 09:13:50,049 - mmaction - INFO - Epoch [58][1500/3757] lr: 1.000e-03, eta: 22:15:01, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7732, loss: 1.7732, grad_norm: 4.4693 2021-01-30 09:13:55,562 - mmaction - INFO - Epoch [58][1520/3757] lr: 1.000e-03, eta: 22:14:47, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7266, loss: 1.7266, grad_norm: 4.2985 2021-01-30 09:14:01,345 - mmaction - INFO - Epoch [58][1540/3757] lr: 1.000e-03, eta: 22:14:34, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8086, loss_cls: 1.7026, loss: 1.7026, grad_norm: 4.3091 2021-01-30 09:14:07,155 - mmaction - INFO - Epoch [58][1560/3757] lr: 1.000e-03, eta: 22:14:21, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8273, loss_cls: 1.6336, loss: 1.6336, grad_norm: 4.3581 2021-01-30 09:14:13,105 - mmaction - INFO - Epoch [58][1580/3757] lr: 1.000e-03, eta: 22:14:08, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7828, loss_cls: 1.7785, loss: 1.7785, grad_norm: 4.4315 2021-01-30 09:14:18,885 - mmaction - INFO - Epoch [58][1600/3757] lr: 1.000e-03, eta: 22:13:55, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8047, loss_cls: 1.6904, loss: 1.6904, grad_norm: 4.3275 2021-01-30 09:14:25,300 - mmaction - INFO - Epoch [58][1620/3757] lr: 1.000e-03, eta: 22:13:42, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.6853, loss: 1.6853, grad_norm: 4.2537 2021-01-30 09:14:30,932 - mmaction - INFO - Epoch [58][1640/3757] lr: 1.000e-03, eta: 22:13:29, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8039, loss_cls: 1.7406, loss: 1.7406, grad_norm: 4.5174 2021-01-30 09:14:36,711 - mmaction - INFO - Epoch [58][1660/3757] lr: 1.000e-03, eta: 22:13:16, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7953, loss_cls: 1.7511, loss: 1.7511, grad_norm: 4.4364 2021-01-30 09:14:43,147 - mmaction - INFO - Epoch [58][1680/3757] lr: 1.000e-03, eta: 22:13:03, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8164, loss_cls: 1.6772, loss: 1.6772, grad_norm: 4.3226 2021-01-30 09:14:48,596 - mmaction - INFO - Epoch [58][1700/3757] lr: 1.000e-03, eta: 22:12:50, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.7312, loss: 1.7312, grad_norm: 4.3569 2021-01-30 09:14:54,133 - mmaction - INFO - Epoch [58][1720/3757] lr: 1.000e-03, eta: 22:12:36, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8023, loss_cls: 1.6721, loss: 1.6721, grad_norm: 4.3362 2021-01-30 09:14:59,956 - mmaction - INFO - Epoch [58][1740/3757] lr: 1.000e-03, eta: 22:12:23, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.6884, loss: 1.6884, grad_norm: 4.3581 2021-01-30 09:15:05,481 - mmaction - INFO - Epoch [58][1760/3757] lr: 1.000e-03, eta: 22:12:10, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7953, loss_cls: 1.7681, loss: 1.7681, grad_norm: 4.4564 2021-01-30 09:15:11,303 - mmaction - INFO - Epoch [58][1780/3757] lr: 1.000e-03, eta: 22:11:57, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8016, loss_cls: 1.7190, loss: 1.7190, grad_norm: 4.3466 2021-01-30 09:15:16,940 - mmaction - INFO - Epoch [58][1800/3757] lr: 1.000e-03, eta: 22:11:44, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8000, loss_cls: 1.6948, loss: 1.6948, grad_norm: 4.2746 2021-01-30 09:15:22,362 - mmaction - INFO - Epoch [58][1820/3757] lr: 1.000e-03, eta: 22:11:30, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.7177, loss: 1.7177, grad_norm: 4.3616 2021-01-30 09:15:27,954 - mmaction - INFO - Epoch [58][1840/3757] lr: 1.000e-03, eta: 22:11:17, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8063, loss_cls: 1.6919, loss: 1.6919, grad_norm: 4.2763 2021-01-30 09:15:33,915 - mmaction - INFO - Epoch [58][1860/3757] lr: 1.000e-03, eta: 22:11:04, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7937, loss_cls: 1.7940, loss: 1.7940, grad_norm: 4.4116 2021-01-30 09:15:40,390 - mmaction - INFO - Epoch [58][1880/3757] lr: 1.000e-03, eta: 22:10:51, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8336, loss_cls: 1.6040, loss: 1.6040, grad_norm: 4.2313 2021-01-30 09:15:46,162 - mmaction - INFO - Epoch [58][1900/3757] lr: 1.000e-03, eta: 22:10:38, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7930, loss_cls: 1.8154, loss: 1.8154, grad_norm: 4.3911 2021-01-30 09:15:51,500 - mmaction - INFO - Epoch [58][1920/3757] lr: 1.000e-03, eta: 22:10:25, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8258, loss_cls: 1.6289, loss: 1.6289, grad_norm: 4.2184 2021-01-30 09:15:57,480 - mmaction - INFO - Epoch [58][1940/3757] lr: 1.000e-03, eta: 22:10:12, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.6837, loss: 1.6837, grad_norm: 4.3126 2021-01-30 09:16:03,186 - mmaction - INFO - Epoch [58][1960/3757] lr: 1.000e-03, eta: 22:09:59, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6455, loss: 1.6455, grad_norm: 4.2355 2021-01-30 09:16:09,705 - mmaction - INFO - Epoch [58][1980/3757] lr: 1.000e-03, eta: 22:09:46, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8180, loss_cls: 1.6879, loss: 1.6879, grad_norm: 4.3723 2021-01-30 09:16:15,506 - mmaction - INFO - Epoch [58][2000/3757] lr: 1.000e-03, eta: 22:09:33, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8086, loss_cls: 1.7545, loss: 1.7545, grad_norm: 4.4021 2021-01-30 09:16:21,599 - mmaction - INFO - Epoch [58][2020/3757] lr: 1.000e-03, eta: 22:09:20, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.7514, loss: 1.7514, grad_norm: 4.3897 2021-01-30 09:16:27,440 - mmaction - INFO - Epoch [58][2040/3757] lr: 1.000e-03, eta: 22:09:07, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8086, loss_cls: 1.7600, loss: 1.7600, grad_norm: 4.2968 2021-01-30 09:16:33,490 - mmaction - INFO - Epoch [58][2060/3757] lr: 1.000e-03, eta: 22:08:54, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8063, loss_cls: 1.7230, loss: 1.7230, grad_norm: 4.2814 2021-01-30 09:16:38,942 - mmaction - INFO - Epoch [58][2080/3757] lr: 1.000e-03, eta: 22:08:41, time: 0.273, data_time: 0.005, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.7862, loss: 1.7862, grad_norm: 4.3393 2021-01-30 09:16:45,383 - mmaction - INFO - Epoch [58][2100/3757] lr: 1.000e-03, eta: 22:08:28, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.7192, loss: 1.7192, grad_norm: 4.3159 2021-01-30 09:16:50,694 - mmaction - INFO - Epoch [58][2120/3757] lr: 1.000e-03, eta: 22:08:15, time: 0.266, data_time: 0.004, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7805, loss_cls: 1.8247, loss: 1.8247, grad_norm: 4.3927 2021-01-30 09:16:56,701 - mmaction - INFO - Epoch [58][2140/3757] lr: 1.000e-03, eta: 22:08:02, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8070, loss_cls: 1.7526, loss: 1.7526, grad_norm: 4.2855 2021-01-30 09:17:01,838 - mmaction - INFO - Epoch [58][2160/3757] lr: 1.000e-03, eta: 22:07:48, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.5830, loss: 1.5830, grad_norm: 4.1264 2021-01-30 09:17:08,182 - mmaction - INFO - Epoch [58][2180/3757] lr: 1.000e-03, eta: 22:07:36, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7819, loss: 1.7819, grad_norm: 4.3016 2021-01-30 09:17:14,202 - mmaction - INFO - Epoch [58][2200/3757] lr: 1.000e-03, eta: 22:07:23, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8203, loss_cls: 1.6661, loss: 1.6661, grad_norm: 4.3635 2021-01-30 09:17:19,704 - mmaction - INFO - Epoch [58][2220/3757] lr: 1.000e-03, eta: 22:07:09, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8180, loss_cls: 1.6385, loss: 1.6385, grad_norm: 4.4064 2021-01-30 09:17:25,699 - mmaction - INFO - Epoch [58][2240/3757] lr: 1.000e-03, eta: 22:06:56, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.8047, loss_cls: 1.8167, loss: 1.8167, grad_norm: 4.4682 2021-01-30 09:17:31,682 - mmaction - INFO - Epoch [58][2260/3757] lr: 1.000e-03, eta: 22:06:43, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.7977, loss_cls: 1.7142, loss: 1.7142, grad_norm: 4.3478 2021-01-30 09:17:36,867 - mmaction - INFO - Epoch [58][2280/3757] lr: 1.000e-03, eta: 22:06:30, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7992, loss_cls: 1.7674, loss: 1.7674, grad_norm: 4.4965 2021-01-30 09:17:42,866 - mmaction - INFO - Epoch [58][2300/3757] lr: 1.000e-03, eta: 22:06:17, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.6895, loss: 1.6895, grad_norm: 4.2532 2021-01-30 09:17:48,610 - mmaction - INFO - Epoch [58][2320/3757] lr: 1.000e-03, eta: 22:06:04, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7383, loss: 1.7383, grad_norm: 4.3680 2021-01-30 09:17:53,656 - mmaction - INFO - Epoch [58][2340/3757] lr: 1.000e-03, eta: 22:05:50, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6479, loss: 1.6479, grad_norm: 4.2612 2021-01-30 09:17:59,373 - mmaction - INFO - Epoch [58][2360/3757] lr: 1.000e-03, eta: 22:05:37, time: 0.285, data_time: 0.006, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8047, loss_cls: 1.7422, loss: 1.7422, grad_norm: 4.3071 2021-01-30 09:18:05,679 - mmaction - INFO - Epoch [58][2380/3757] lr: 1.000e-03, eta: 22:05:24, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8086, loss_cls: 1.7008, loss: 1.7008, grad_norm: 4.2208 2021-01-30 09:18:11,983 - mmaction - INFO - Epoch [58][2400/3757] lr: 1.000e-03, eta: 22:05:12, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7797, loss_cls: 1.7915, loss: 1.7915, grad_norm: 4.3590 2021-01-30 09:18:17,525 - mmaction - INFO - Epoch [58][2420/3757] lr: 1.000e-03, eta: 22:04:58, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7365, loss: 1.7365, grad_norm: 4.4511 2021-01-30 09:18:22,957 - mmaction - INFO - Epoch [58][2440/3757] lr: 1.000e-03, eta: 22:04:45, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7781, loss_cls: 1.7909, loss: 1.7909, grad_norm: 4.3427 2021-01-30 09:18:28,693 - mmaction - INFO - Epoch [58][2460/3757] lr: 1.000e-03, eta: 22:04:32, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8070, loss_cls: 1.7155, loss: 1.7155, grad_norm: 4.4348 2021-01-30 09:18:34,711 - mmaction - INFO - Epoch [58][2480/3757] lr: 1.000e-03, eta: 22:04:19, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.7251, loss: 1.7251, grad_norm: 4.3971 2021-01-30 09:18:40,689 - mmaction - INFO - Epoch [58][2500/3757] lr: 1.000e-03, eta: 22:04:06, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8039, loss_cls: 1.7696, loss: 1.7696, grad_norm: 4.4412 2021-01-30 09:18:46,398 - mmaction - INFO - Epoch [58][2520/3757] lr: 1.000e-03, eta: 22:03:53, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.8086, loss_cls: 1.7249, loss: 1.7249, grad_norm: 4.2876 2021-01-30 09:18:51,920 - mmaction - INFO - Epoch [58][2540/3757] lr: 1.000e-03, eta: 22:03:40, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.7497, loss: 1.7497, grad_norm: 4.3311 2021-01-30 09:18:57,439 - mmaction - INFO - Epoch [58][2560/3757] lr: 1.000e-03, eta: 22:03:26, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8023, loss_cls: 1.7507, loss: 1.7507, grad_norm: 4.4223 2021-01-30 09:19:03,580 - mmaction - INFO - Epoch [58][2580/3757] lr: 1.000e-03, eta: 22:03:14, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.7536, loss: 1.7536, grad_norm: 4.4250 2021-01-30 09:19:09,307 - mmaction - INFO - Epoch [58][2600/3757] lr: 1.000e-03, eta: 22:03:01, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8125, loss_cls: 1.7449, loss: 1.7449, grad_norm: 4.4347 2021-01-30 09:19:15,013 - mmaction - INFO - Epoch [58][2620/3757] lr: 1.000e-03, eta: 22:02:47, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.7305, loss: 1.7305, grad_norm: 4.3275 2021-01-30 09:19:21,065 - mmaction - INFO - Epoch [58][2640/3757] lr: 1.000e-03, eta: 22:02:35, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8008, loss_cls: 1.7242, loss: 1.7242, grad_norm: 4.3473 2021-01-30 09:19:26,389 - mmaction - INFO - Epoch [58][2660/3757] lr: 1.000e-03, eta: 22:02:21, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8031, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.2575 2021-01-30 09:19:32,279 - mmaction - INFO - Epoch [58][2680/3757] lr: 1.000e-03, eta: 22:02:08, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8047, loss_cls: 1.7086, loss: 1.7086, grad_norm: 4.2849 2021-01-30 09:19:38,094 - mmaction - INFO - Epoch [58][2700/3757] lr: 1.000e-03, eta: 22:01:55, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8023, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.3753 2021-01-30 09:19:43,724 - mmaction - INFO - Epoch [58][2720/3757] lr: 1.000e-03, eta: 22:01:42, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8094, loss_cls: 1.7042, loss: 1.7042, grad_norm: 4.4386 2021-01-30 09:19:49,012 - mmaction - INFO - Epoch [58][2740/3757] lr: 1.000e-03, eta: 22:01:28, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8227, loss_cls: 1.7259, loss: 1.7259, grad_norm: 4.4508 2021-01-30 09:19:55,235 - mmaction - INFO - Epoch [58][2760/3757] lr: 1.000e-03, eta: 22:01:16, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8078, loss_cls: 1.6944, loss: 1.6944, grad_norm: 4.3856 2021-01-30 09:20:01,663 - mmaction - INFO - Epoch [58][2780/3757] lr: 1.000e-03, eta: 22:01:03, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.6295, loss: 1.6295, grad_norm: 4.2041 2021-01-30 09:20:07,262 - mmaction - INFO - Epoch [58][2800/3757] lr: 1.000e-03, eta: 22:00:50, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7961, loss_cls: 1.7403, loss: 1.7403, grad_norm: 4.3432 2021-01-30 09:20:12,906 - mmaction - INFO - Epoch [58][2820/3757] lr: 1.000e-03, eta: 22:00:37, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.6910, loss: 1.6910, grad_norm: 4.4570 2021-01-30 09:20:18,837 - mmaction - INFO - Epoch [58][2840/3757] lr: 1.000e-03, eta: 22:00:24, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7922, loss_cls: 1.7995, loss: 1.7995, grad_norm: 4.5430 2021-01-30 09:20:24,161 - mmaction - INFO - Epoch [58][2860/3757] lr: 1.000e-03, eta: 22:00:10, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.7049, loss: 1.7049, grad_norm: 4.4311 2021-01-30 09:20:29,621 - mmaction - INFO - Epoch [58][2880/3757] lr: 1.000e-03, eta: 21:59:57, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7977, loss_cls: 1.8061, loss: 1.8061, grad_norm: 4.3717 2021-01-30 09:20:35,058 - mmaction - INFO - Epoch [58][2900/3757] lr: 1.000e-03, eta: 21:59:44, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8000, loss_cls: 1.7100, loss: 1.7100, grad_norm: 4.3342 2021-01-30 09:20:41,069 - mmaction - INFO - Epoch [58][2920/3757] lr: 1.000e-03, eta: 21:59:31, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7410, loss: 1.7410, grad_norm: 4.3267 2021-01-30 09:20:46,838 - mmaction - INFO - Epoch [58][2940/3757] lr: 1.000e-03, eta: 21:59:18, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8117, loss_cls: 1.7613, loss: 1.7613, grad_norm: 4.3819 2021-01-30 09:20:52,366 - mmaction - INFO - Epoch [58][2960/3757] lr: 1.000e-03, eta: 21:59:05, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8023, loss_cls: 1.7630, loss: 1.7630, grad_norm: 4.3335 2021-01-30 09:20:58,271 - mmaction - INFO - Epoch [58][2980/3757] lr: 1.000e-03, eta: 21:58:52, time: 0.295, data_time: 0.004, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8227, loss_cls: 1.6945, loss: 1.6945, grad_norm: 4.3295 2021-01-30 09:21:04,760 - mmaction - INFO - Epoch [58][3000/3757] lr: 1.000e-03, eta: 21:58:39, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8000, loss_cls: 1.7580, loss: 1.7580, grad_norm: 4.3799 2021-01-30 09:21:10,573 - mmaction - INFO - Epoch [58][3020/3757] lr: 1.000e-03, eta: 21:58:26, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7836, loss_cls: 1.8316, loss: 1.8316, grad_norm: 4.4474 2021-01-30 09:21:16,082 - mmaction - INFO - Epoch [58][3040/3757] lr: 1.000e-03, eta: 21:58:13, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7961, loss_cls: 1.7529, loss: 1.7529, grad_norm: 4.3906 2021-01-30 09:21:22,020 - mmaction - INFO - Epoch [58][3060/3757] lr: 1.000e-03, eta: 21:58:00, time: 0.297, data_time: 0.004, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7852, loss_cls: 1.7927, loss: 1.7927, grad_norm: 4.4411 2021-01-30 09:21:27,642 - mmaction - INFO - Epoch [58][3080/3757] lr: 1.000e-03, eta: 21:57:47, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6665, loss: 1.6665, grad_norm: 4.2836 2021-01-30 09:21:33,563 - mmaction - INFO - Epoch [58][3100/3757] lr: 1.000e-03, eta: 21:57:34, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6603, loss: 1.6603, grad_norm: 4.3095 2021-01-30 09:21:39,104 - mmaction - INFO - Epoch [58][3120/3757] lr: 1.000e-03, eta: 21:57:21, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8086, loss_cls: 1.6663, loss: 1.6663, grad_norm: 4.3380 2021-01-30 09:21:44,908 - mmaction - INFO - Epoch [58][3140/3757] lr: 1.000e-03, eta: 21:57:08, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8109, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.3163 2021-01-30 09:21:50,822 - mmaction - INFO - Epoch [58][3160/3757] lr: 1.000e-03, eta: 21:56:55, time: 0.296, data_time: 0.000, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8008, loss_cls: 1.7102, loss: 1.7102, grad_norm: 4.2715 2021-01-30 09:21:56,863 - mmaction - INFO - Epoch [58][3180/3757] lr: 1.000e-03, eta: 21:56:42, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8125, loss_cls: 1.6976, loss: 1.6976, grad_norm: 4.2997 2021-01-30 09:22:02,055 - mmaction - INFO - Epoch [58][3200/3757] lr: 1.000e-03, eta: 21:56:28, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.7914, loss_cls: 1.7411, loss: 1.7411, grad_norm: 4.3829 2021-01-30 09:22:07,890 - mmaction - INFO - Epoch [58][3220/3757] lr: 1.000e-03, eta: 21:56:15, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7906, loss_cls: 1.7575, loss: 1.7575, grad_norm: 4.3097 2021-01-30 09:22:13,693 - mmaction - INFO - Epoch [58][3240/3757] lr: 1.000e-03, eta: 21:56:02, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8078, loss_cls: 1.7355, loss: 1.7355, grad_norm: 4.3522 2021-01-30 09:22:20,320 - mmaction - INFO - Epoch [58][3260/3757] lr: 1.000e-03, eta: 21:55:50, time: 0.331, data_time: 0.004, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8141, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.3204 2021-01-30 09:22:26,087 - mmaction - INFO - Epoch [58][3280/3757] lr: 1.000e-03, eta: 21:55:37, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7924, loss: 1.7924, grad_norm: 4.4379 2021-01-30 09:22:32,016 - mmaction - INFO - Epoch [58][3300/3757] lr: 1.000e-03, eta: 21:55:24, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8008, loss_cls: 1.7954, loss: 1.7954, grad_norm: 4.4524 2021-01-30 09:22:37,802 - mmaction - INFO - Epoch [58][3320/3757] lr: 1.000e-03, eta: 21:55:11, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7852, loss_cls: 1.7869, loss: 1.7869, grad_norm: 4.3100 2021-01-30 09:22:42,920 - mmaction - INFO - Epoch [58][3340/3757] lr: 1.000e-03, eta: 21:54:58, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8039, loss_cls: 1.7021, loss: 1.7021, grad_norm: 4.2695 2021-01-30 09:22:48,990 - mmaction - INFO - Epoch [58][3360/3757] lr: 1.000e-03, eta: 21:54:45, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8070, loss_cls: 1.6791, loss: 1.6791, grad_norm: 4.3212 2021-01-30 09:22:54,764 - mmaction - INFO - Epoch [58][3380/3757] lr: 1.000e-03, eta: 21:54:32, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8109, loss_cls: 1.7001, loss: 1.7001, grad_norm: 4.3762 2021-01-30 09:23:00,526 - mmaction - INFO - Epoch [58][3400/3757] lr: 1.000e-03, eta: 21:54:19, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6446, loss: 1.6446, grad_norm: 4.2337 2021-01-30 09:23:06,550 - mmaction - INFO - Epoch [58][3420/3757] lr: 1.000e-03, eta: 21:54:06, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.7676, loss: 1.7676, grad_norm: 4.4835 2021-01-30 09:23:12,683 - mmaction - INFO - Epoch [58][3440/3757] lr: 1.000e-03, eta: 21:53:53, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8117, loss_cls: 1.6904, loss: 1.6904, grad_norm: 4.3696 2021-01-30 09:23:18,611 - mmaction - INFO - Epoch [58][3460/3757] lr: 1.000e-03, eta: 21:53:40, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7875, loss_cls: 1.8152, loss: 1.8152, grad_norm: 4.5565 2021-01-30 09:23:24,302 - mmaction - INFO - Epoch [58][3480/3757] lr: 1.000e-03, eta: 21:53:27, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.6498, loss: 1.6498, grad_norm: 4.2975 2021-01-30 09:23:30,340 - mmaction - INFO - Epoch [58][3500/3757] lr: 1.000e-03, eta: 21:53:14, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8047, loss_cls: 1.7942, loss: 1.7942, grad_norm: 4.4340 2021-01-30 09:23:35,995 - mmaction - INFO - Epoch [58][3520/3757] lr: 1.000e-03, eta: 21:53:01, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7883, loss_cls: 1.7733, loss: 1.7733, grad_norm: 4.3130 2021-01-30 09:23:40,979 - mmaction - INFO - Epoch [58][3540/3757] lr: 1.000e-03, eta: 21:52:48, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5383, top5_acc: 0.7672, loss_cls: 1.9486, loss: 1.9486, grad_norm: 4.6046 2021-01-30 09:23:46,662 - mmaction - INFO - Epoch [58][3560/3757] lr: 1.000e-03, eta: 21:52:34, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7937, loss_cls: 1.7804, loss: 1.7804, grad_norm: 4.3801 2021-01-30 09:23:52,798 - mmaction - INFO - Epoch [58][3580/3757] lr: 1.000e-03, eta: 21:52:22, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.6775, loss: 1.6775, grad_norm: 4.2249 2021-01-30 09:23:58,166 - mmaction - INFO - Epoch [58][3600/3757] lr: 1.000e-03, eta: 21:52:08, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8117, loss_cls: 1.7082, loss: 1.7082, grad_norm: 4.3934 2021-01-30 09:24:04,057 - mmaction - INFO - Epoch [58][3620/3757] lr: 1.000e-03, eta: 21:51:55, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7961, loss_cls: 1.7916, loss: 1.7916, grad_norm: 4.4088 2021-01-30 09:24:10,266 - mmaction - INFO - Epoch [58][3640/3757] lr: 1.000e-03, eta: 21:51:43, time: 0.310, data_time: 0.000, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7552, loss: 1.7552, grad_norm: 4.3656 2021-01-30 09:24:16,254 - mmaction - INFO - Epoch [58][3660/3757] lr: 1.000e-03, eta: 21:51:30, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8211, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.3353 2021-01-30 09:24:22,359 - mmaction - INFO - Epoch [58][3680/3757] lr: 1.000e-03, eta: 21:51:17, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8273, loss_cls: 1.6297, loss: 1.6297, grad_norm: 4.4128 2021-01-30 09:24:28,018 - mmaction - INFO - Epoch [58][3700/3757] lr: 1.000e-03, eta: 21:51:04, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7969, loss_cls: 1.7804, loss: 1.7804, grad_norm: 4.4407 2021-01-30 09:24:34,809 - mmaction - INFO - Epoch [58][3720/3757] lr: 1.000e-03, eta: 21:50:52, time: 0.340, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.7156, loss: 1.7156, grad_norm: 4.3576 2021-01-30 09:24:41,194 - mmaction - INFO - Epoch [58][3740/3757] lr: 1.000e-03, eta: 21:50:39, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.8136, loss: 1.8136, grad_norm: 4.4799 2021-01-30 09:25:01,618 - mmaction - INFO - Saving checkpoint at 58 epochs 2021-01-30 09:36:45,357 - mmaction - INFO - Epoch [59][20/3757] lr: 1.000e-03, eta: 21:58:36, time: 35.141, data_time: 34.506, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7922, loss_cls: 1.7944, loss: 1.7944, grad_norm: 4.3999 2021-01-30 09:36:49,527 - mmaction - INFO - Epoch [59][40/3757] lr: 1.000e-03, eta: 21:58:22, time: 0.211, data_time: 0.006, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8109, loss_cls: 1.7014, loss: 1.7014, grad_norm: 4.2667 2021-01-30 09:36:53,708 - mmaction - INFO - Epoch [59][60/3757] lr: 1.000e-03, eta: 21:58:08, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7852, loss_cls: 1.8067, loss: 1.8067, grad_norm: 4.3810 2021-01-30 09:36:58,046 - mmaction - INFO - Epoch [59][80/3757] lr: 1.000e-03, eta: 21:57:54, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7953, loss_cls: 1.7916, loss: 1.7916, grad_norm: 4.4077 2021-01-30 09:37:02,207 - mmaction - INFO - Epoch [59][100/3757] lr: 1.000e-03, eta: 21:57:39, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7867, loss_cls: 1.8088, loss: 1.8088, grad_norm: 4.3500 2021-01-30 09:37:06,493 - mmaction - INFO - Epoch [59][120/3757] lr: 1.000e-03, eta: 21:57:25, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8172, loss_cls: 1.6803, loss: 1.6803, grad_norm: 4.2467 2021-01-30 09:37:10,667 - mmaction - INFO - Epoch [59][140/3757] lr: 1.000e-03, eta: 21:57:11, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.7529, loss: 1.7529, grad_norm: 4.3529 2021-01-30 09:37:14,998 - mmaction - INFO - Epoch [59][160/3757] lr: 1.000e-03, eta: 21:56:57, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8063, loss_cls: 1.7256, loss: 1.7256, grad_norm: 4.3442 2021-01-30 09:37:19,192 - mmaction - INFO - Epoch [59][180/3757] lr: 1.000e-03, eta: 21:56:43, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7906, loss_cls: 1.7561, loss: 1.7561, grad_norm: 4.3494 2021-01-30 09:37:23,336 - mmaction - INFO - Epoch [59][200/3757] lr: 1.000e-03, eta: 21:56:28, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.7233, loss: 1.7233, grad_norm: 4.3306 2021-01-30 09:37:27,621 - mmaction - INFO - Epoch [59][220/3757] lr: 1.000e-03, eta: 21:56:14, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8094, loss_cls: 1.7545, loss: 1.7545, grad_norm: 4.4175 2021-01-30 09:37:31,753 - mmaction - INFO - Epoch [59][240/3757] lr: 1.000e-03, eta: 21:56:00, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7984, loss_cls: 1.7051, loss: 1.7051, grad_norm: 4.2690 2021-01-30 09:37:36,051 - mmaction - INFO - Epoch [59][260/3757] lr: 1.000e-03, eta: 21:55:46, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.7069, loss: 1.7069, grad_norm: 4.2610 2021-01-30 09:37:40,193 - mmaction - INFO - Epoch [59][280/3757] lr: 1.000e-03, eta: 21:55:31, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8047, loss_cls: 1.7778, loss: 1.7778, grad_norm: 4.4445 2021-01-30 09:37:44,394 - mmaction - INFO - Epoch [59][300/3757] lr: 1.000e-03, eta: 21:55:17, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8250, loss_cls: 1.6675, loss: 1.6675, grad_norm: 4.1842 2021-01-30 09:37:48,883 - mmaction - INFO - Epoch [59][320/3757] lr: 1.000e-03, eta: 21:55:03, time: 0.224, data_time: 0.006, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.3508 2021-01-30 09:37:53,032 - mmaction - INFO - Epoch [59][340/3757] lr: 1.000e-03, eta: 21:54:49, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7346, loss: 1.7346, grad_norm: 4.4311 2021-01-30 09:37:57,371 - mmaction - INFO - Epoch [59][360/3757] lr: 1.000e-03, eta: 21:54:35, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8156, loss_cls: 1.7572, loss: 1.7572, grad_norm: 4.4571 2021-01-30 09:38:01,696 - mmaction - INFO - Epoch [59][380/3757] lr: 1.000e-03, eta: 21:54:21, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7262, loss: 1.7262, grad_norm: 4.3851 2021-01-30 09:38:06,145 - mmaction - INFO - Epoch [59][400/3757] lr: 1.000e-03, eta: 21:54:07, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.6765, loss: 1.6765, grad_norm: 4.1798 2021-01-30 09:38:10,411 - mmaction - INFO - Epoch [59][420/3757] lr: 1.000e-03, eta: 21:53:52, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7953, loss_cls: 1.7693, loss: 1.7693, grad_norm: 4.4057 2021-01-30 09:38:14,800 - mmaction - INFO - Epoch [59][440/3757] lr: 1.000e-03, eta: 21:53:38, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8203, loss_cls: 1.6370, loss: 1.6370, grad_norm: 4.3335 2021-01-30 09:38:19,679 - mmaction - INFO - Epoch [59][460/3757] lr: 1.000e-03, eta: 21:53:25, time: 0.244, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8055, loss_cls: 1.7772, loss: 1.7772, grad_norm: 4.4761 2021-01-30 09:38:24,011 - mmaction - INFO - Epoch [59][480/3757] lr: 1.000e-03, eta: 21:53:11, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.6409, loss: 1.6409, grad_norm: 4.3557 2021-01-30 09:38:28,671 - mmaction - INFO - Epoch [59][500/3757] lr: 1.000e-03, eta: 21:52:57, time: 0.233, data_time: 0.003, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7945, loss_cls: 1.8451, loss: 1.8451, grad_norm: 4.5547 2021-01-30 09:38:33,691 - mmaction - INFO - Epoch [59][520/3757] lr: 1.000e-03, eta: 21:52:43, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7614, loss: 1.7614, grad_norm: 4.3873 2021-01-30 09:38:38,327 - mmaction - INFO - Epoch [59][540/3757] lr: 1.000e-03, eta: 21:52:29, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8063, loss_cls: 1.7468, loss: 1.7468, grad_norm: 4.3238 2021-01-30 09:38:42,795 - mmaction - INFO - Epoch [59][560/3757] lr: 1.000e-03, eta: 21:52:15, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7992, loss_cls: 1.7953, loss: 1.7953, grad_norm: 4.3548 2021-01-30 09:38:48,045 - mmaction - INFO - Epoch [59][580/3757] lr: 1.000e-03, eta: 21:52:02, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8266, loss_cls: 1.6543, loss: 1.6543, grad_norm: 4.2771 2021-01-30 09:38:52,692 - mmaction - INFO - Epoch [59][600/3757] lr: 1.000e-03, eta: 21:51:48, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.6255, loss: 1.6255, grad_norm: 4.2857 2021-01-30 09:38:57,740 - mmaction - INFO - Epoch [59][620/3757] lr: 1.000e-03, eta: 21:51:34, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.7969, loss_cls: 1.7320, loss: 1.7320, grad_norm: 4.4243 2021-01-30 09:39:02,950 - mmaction - INFO - Epoch [59][640/3757] lr: 1.000e-03, eta: 21:51:21, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.7275, loss: 1.7275, grad_norm: 4.4197 2021-01-30 09:39:07,685 - mmaction - INFO - Epoch [59][660/3757] lr: 1.000e-03, eta: 21:51:07, time: 0.237, data_time: 0.000, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8063, loss_cls: 1.7277, loss: 1.7277, grad_norm: 4.4342 2021-01-30 09:39:13,414 - mmaction - INFO - Epoch [59][680/3757] lr: 1.000e-03, eta: 21:50:54, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8016, loss_cls: 1.7524, loss: 1.7524, grad_norm: 4.3773 2021-01-30 09:39:18,528 - mmaction - INFO - Epoch [59][700/3757] lr: 1.000e-03, eta: 21:50:40, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8164, loss_cls: 1.6733, loss: 1.6733, grad_norm: 4.4585 2021-01-30 09:39:23,462 - mmaction - INFO - Epoch [59][720/3757] lr: 1.000e-03, eta: 21:50:27, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8031, loss_cls: 1.7233, loss: 1.7233, grad_norm: 4.4285 2021-01-30 09:39:29,060 - mmaction - INFO - Epoch [59][740/3757] lr: 1.000e-03, eta: 21:50:14, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8016, loss_cls: 1.7345, loss: 1.7345, grad_norm: 4.3183 2021-01-30 09:39:34,673 - mmaction - INFO - Epoch [59][760/3757] lr: 1.000e-03, eta: 21:50:00, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8172, loss_cls: 1.6959, loss: 1.6959, grad_norm: 4.3201 2021-01-30 09:39:39,533 - mmaction - INFO - Epoch [59][780/3757] lr: 1.000e-03, eta: 21:49:47, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7891, loss_cls: 1.8417, loss: 1.8417, grad_norm: 4.4840 2021-01-30 09:39:44,524 - mmaction - INFO - Epoch [59][800/3757] lr: 1.000e-03, eta: 21:49:33, time: 0.250, data_time: 0.004, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8016, loss_cls: 1.7646, loss: 1.7646, grad_norm: 4.4098 2021-01-30 09:39:49,643 - mmaction - INFO - Epoch [59][820/3757] lr: 1.000e-03, eta: 21:49:20, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7953, loss_cls: 1.8353, loss: 1.8353, grad_norm: 4.4415 2021-01-30 09:39:55,098 - mmaction - INFO - Epoch [59][840/3757] lr: 1.000e-03, eta: 21:49:06, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8063, loss_cls: 1.6935, loss: 1.6935, grad_norm: 4.2890 2021-01-30 09:40:00,701 - mmaction - INFO - Epoch [59][860/3757] lr: 1.000e-03, eta: 21:48:53, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.6878, loss: 1.6878, grad_norm: 4.3384 2021-01-30 09:40:06,327 - mmaction - INFO - Epoch [59][880/3757] lr: 1.000e-03, eta: 21:48:40, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8203, loss_cls: 1.7213, loss: 1.7213, grad_norm: 4.4122 2021-01-30 09:40:11,397 - mmaction - INFO - Epoch [59][900/3757] lr: 1.000e-03, eta: 21:48:26, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.6182, loss: 1.6182, grad_norm: 4.2325 2021-01-30 09:40:16,835 - mmaction - INFO - Epoch [59][920/3757] lr: 1.000e-03, eta: 21:48:13, time: 0.272, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8117, loss_cls: 1.7449, loss: 1.7449, grad_norm: 4.2980 2021-01-30 09:40:22,005 - mmaction - INFO - Epoch [59][940/3757] lr: 1.000e-03, eta: 21:48:00, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7891, loss_cls: 1.8266, loss: 1.8266, grad_norm: 4.3648 2021-01-30 09:40:27,573 - mmaction - INFO - Epoch [59][960/3757] lr: 1.000e-03, eta: 21:47:46, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.7116, loss: 1.7116, grad_norm: 4.3315 2021-01-30 09:40:33,149 - mmaction - INFO - Epoch [59][980/3757] lr: 1.000e-03, eta: 21:47:33, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8078, loss_cls: 1.7218, loss: 1.7218, grad_norm: 4.3246 2021-01-30 09:40:38,757 - mmaction - INFO - Epoch [59][1000/3757] lr: 1.000e-03, eta: 21:47:20, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8070, loss_cls: 1.7732, loss: 1.7732, grad_norm: 4.4980 2021-01-30 09:40:44,448 - mmaction - INFO - Epoch [59][1020/3757] lr: 1.000e-03, eta: 21:47:07, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6466, loss: 1.6466, grad_norm: 4.3032 2021-01-30 09:40:50,119 - mmaction - INFO - Epoch [59][1040/3757] lr: 1.000e-03, eta: 21:46:54, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8055, loss_cls: 1.7273, loss: 1.7273, grad_norm: 4.5546 2021-01-30 09:40:55,683 - mmaction - INFO - Epoch [59][1060/3757] lr: 1.000e-03, eta: 21:46:41, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8070, loss_cls: 1.7559, loss: 1.7559, grad_norm: 4.3150 2021-01-30 09:41:00,925 - mmaction - INFO - Epoch [59][1080/3757] lr: 1.000e-03, eta: 21:46:27, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7953, loss_cls: 1.8259, loss: 1.8259, grad_norm: 4.4757 2021-01-30 09:41:06,682 - mmaction - INFO - Epoch [59][1100/3757] lr: 1.000e-03, eta: 21:46:14, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8094, loss_cls: 1.7621, loss: 1.7621, grad_norm: 4.4419 2021-01-30 09:41:12,150 - mmaction - INFO - Epoch [59][1120/3757] lr: 1.000e-03, eta: 21:46:01, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8187, loss_cls: 1.6892, loss: 1.6892, grad_norm: 4.3967 2021-01-30 09:41:17,323 - mmaction - INFO - Epoch [59][1140/3757] lr: 1.000e-03, eta: 21:45:48, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.7992, loss_cls: 1.7288, loss: 1.7288, grad_norm: 4.3247 2021-01-30 09:41:22,740 - mmaction - INFO - Epoch [59][1160/3757] lr: 1.000e-03, eta: 21:45:34, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.7144, loss: 1.7144, grad_norm: 4.3296 2021-01-30 09:41:28,716 - mmaction - INFO - Epoch [59][1180/3757] lr: 1.000e-03, eta: 21:45:21, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.7681, loss: 1.7681, grad_norm: 4.4651 2021-01-30 09:41:34,416 - mmaction - INFO - Epoch [59][1200/3757] lr: 1.000e-03, eta: 21:45:08, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.7282, loss: 1.7282, grad_norm: 4.2823 2021-01-30 09:41:39,864 - mmaction - INFO - Epoch [59][1220/3757] lr: 1.000e-03, eta: 21:44:55, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8141, loss_cls: 1.6783, loss: 1.6783, grad_norm: 4.3104 2021-01-30 09:41:45,997 - mmaction - INFO - Epoch [59][1240/3757] lr: 1.000e-03, eta: 21:44:42, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.6473, loss: 1.6473, grad_norm: 4.2948 2021-01-30 09:41:51,368 - mmaction - INFO - Epoch [59][1260/3757] lr: 1.000e-03, eta: 21:44:29, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8109, loss_cls: 1.6908, loss: 1.6908, grad_norm: 4.3551 2021-01-30 09:41:57,342 - mmaction - INFO - Epoch [59][1280/3757] lr: 1.000e-03, eta: 21:44:16, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.7650, loss: 1.7650, grad_norm: 4.5100 2021-01-30 09:42:03,208 - mmaction - INFO - Epoch [59][1300/3757] lr: 1.000e-03, eta: 21:44:03, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8031, loss_cls: 1.6922, loss: 1.6922, grad_norm: 4.2906 2021-01-30 09:42:09,839 - mmaction - INFO - Epoch [59][1320/3757] lr: 1.000e-03, eta: 21:43:51, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8008, loss_cls: 1.7519, loss: 1.7519, grad_norm: 4.4696 2021-01-30 09:42:15,157 - mmaction - INFO - Epoch [59][1340/3757] lr: 1.000e-03, eta: 21:43:37, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.4354 2021-01-30 09:42:21,406 - mmaction - INFO - Epoch [59][1360/3757] lr: 1.000e-03, eta: 21:43:25, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7945, loss_cls: 1.7537, loss: 1.7537, grad_norm: 4.4589 2021-01-30 09:42:26,797 - mmaction - INFO - Epoch [59][1380/3757] lr: 1.000e-03, eta: 21:43:11, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7867, loss_cls: 1.7630, loss: 1.7630, grad_norm: 4.4854 2021-01-30 09:42:32,993 - mmaction - INFO - Epoch [59][1400/3757] lr: 1.000e-03, eta: 21:42:59, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7977, loss_cls: 1.7287, loss: 1.7287, grad_norm: 4.3996 2021-01-30 09:42:38,860 - mmaction - INFO - Epoch [59][1420/3757] lr: 1.000e-03, eta: 21:42:46, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8148, loss_cls: 1.7507, loss: 1.7507, grad_norm: 4.3438 2021-01-30 09:42:44,411 - mmaction - INFO - Epoch [59][1440/3757] lr: 1.000e-03, eta: 21:42:33, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7969, loss_cls: 1.7433, loss: 1.7433, grad_norm: 4.3809 2021-01-30 09:42:50,030 - mmaction - INFO - Epoch [59][1460/3757] lr: 1.000e-03, eta: 21:42:19, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8219, loss_cls: 1.6565, loss: 1.6565, grad_norm: 4.2521 2021-01-30 09:42:56,123 - mmaction - INFO - Epoch [59][1480/3757] lr: 1.000e-03, eta: 21:42:07, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7805, loss_cls: 1.8201, loss: 1.8201, grad_norm: 4.4916 2021-01-30 09:43:01,504 - mmaction - INFO - Epoch [59][1500/3757] lr: 1.000e-03, eta: 21:41:53, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.6363, loss: 1.6363, grad_norm: 4.2781 2021-01-30 09:43:07,314 - mmaction - INFO - Epoch [59][1520/3757] lr: 1.000e-03, eta: 21:41:40, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8086, loss_cls: 1.6191, loss: 1.6191, grad_norm: 4.2693 2021-01-30 09:43:12,845 - mmaction - INFO - Epoch [59][1540/3757] lr: 1.000e-03, eta: 21:41:27, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8016, loss_cls: 1.7378, loss: 1.7378, grad_norm: 4.3655 2021-01-30 09:43:18,206 - mmaction - INFO - Epoch [59][1560/3757] lr: 1.000e-03, eta: 21:41:14, time: 0.268, data_time: 0.004, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7930, loss_cls: 1.7766, loss: 1.7766, grad_norm: 4.4054 2021-01-30 09:43:23,972 - mmaction - INFO - Epoch [59][1580/3757] lr: 1.000e-03, eta: 21:41:01, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8078, loss_cls: 1.6901, loss: 1.6901, grad_norm: 4.3748 2021-01-30 09:43:29,774 - mmaction - INFO - Epoch [59][1600/3757] lr: 1.000e-03, eta: 21:40:48, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8102, loss_cls: 1.6928, loss: 1.6928, grad_norm: 4.4282 2021-01-30 09:43:35,737 - mmaction - INFO - Epoch [59][1620/3757] lr: 1.000e-03, eta: 21:40:35, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7969, loss_cls: 1.7801, loss: 1.7801, grad_norm: 4.3590 2021-01-30 09:43:41,567 - mmaction - INFO - Epoch [59][1640/3757] lr: 1.000e-03, eta: 21:40:22, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7867, loss_cls: 1.7933, loss: 1.7933, grad_norm: 4.3732 2021-01-30 09:43:47,055 - mmaction - INFO - Epoch [59][1660/3757] lr: 1.000e-03, eta: 21:40:09, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7937, loss_cls: 1.7728, loss: 1.7728, grad_norm: 4.3819 2021-01-30 09:43:53,603 - mmaction - INFO - Epoch [59][1680/3757] lr: 1.000e-03, eta: 21:39:57, time: 0.328, data_time: 0.006, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8242, loss_cls: 1.6191, loss: 1.6191, grad_norm: 4.2540 2021-01-30 09:43:59,743 - mmaction - INFO - Epoch [59][1700/3757] lr: 1.000e-03, eta: 21:39:44, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.6888, loss: 1.6888, grad_norm: 4.4225 2021-01-30 09:44:05,392 - mmaction - INFO - Epoch [59][1720/3757] lr: 1.000e-03, eta: 21:39:31, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6645, loss: 1.6645, grad_norm: 4.3280 2021-01-30 09:44:11,518 - mmaction - INFO - Epoch [59][1740/3757] lr: 1.000e-03, eta: 21:39:18, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8047, loss_cls: 1.7584, loss: 1.7584, grad_norm: 4.5448 2021-01-30 09:44:17,379 - mmaction - INFO - Epoch [59][1760/3757] lr: 1.000e-03, eta: 21:39:05, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.7992, loss_cls: 1.6629, loss: 1.6629, grad_norm: 4.2666 2021-01-30 09:44:23,724 - mmaction - INFO - Epoch [59][1780/3757] lr: 1.000e-03, eta: 21:38:52, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7930, loss_cls: 1.7244, loss: 1.7244, grad_norm: 4.3008 2021-01-30 09:44:29,236 - mmaction - INFO - Epoch [59][1800/3757] lr: 1.000e-03, eta: 21:38:39, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.7019, loss: 1.7019, grad_norm: 4.3303 2021-01-30 09:44:35,004 - mmaction - INFO - Epoch [59][1820/3757] lr: 1.000e-03, eta: 21:38:26, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.7908, loss: 1.7908, grad_norm: 4.3831 2021-01-30 09:44:41,467 - mmaction - INFO - Epoch [59][1840/3757] lr: 1.000e-03, eta: 21:38:14, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7867, loss_cls: 1.8492, loss: 1.8492, grad_norm: 4.4520 2021-01-30 09:44:47,259 - mmaction - INFO - Epoch [59][1860/3757] lr: 1.000e-03, eta: 21:38:01, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7961, loss_cls: 1.7269, loss: 1.7269, grad_norm: 4.3995 2021-01-30 09:44:53,115 - mmaction - INFO - Epoch [59][1880/3757] lr: 1.000e-03, eta: 21:37:48, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.7227, loss: 1.7227, grad_norm: 4.3616 2021-01-30 09:44:59,136 - mmaction - INFO - Epoch [59][1900/3757] lr: 1.000e-03, eta: 21:37:35, time: 0.301, data_time: 0.004, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8133, loss_cls: 1.6833, loss: 1.6833, grad_norm: 4.2584 2021-01-30 09:45:05,379 - mmaction - INFO - Epoch [59][1920/3757] lr: 1.000e-03, eta: 21:37:23, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8023, loss_cls: 1.7442, loss: 1.7442, grad_norm: 4.3706 2021-01-30 09:45:11,827 - mmaction - INFO - Epoch [59][1940/3757] lr: 1.000e-03, eta: 21:37:10, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.6957, loss: 1.6957, grad_norm: 4.4496 2021-01-30 09:45:17,362 - mmaction - INFO - Epoch [59][1960/3757] lr: 1.000e-03, eta: 21:36:57, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8255, loss: 1.8255, grad_norm: 4.4740 2021-01-30 09:45:23,042 - mmaction - INFO - Epoch [59][1980/3757] lr: 1.000e-03, eta: 21:36:44, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.6851, loss: 1.6851, grad_norm: 4.2469 2021-01-30 09:45:28,466 - mmaction - INFO - Epoch [59][2000/3757] lr: 1.000e-03, eta: 21:36:31, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7969, loss_cls: 1.7568, loss: 1.7568, grad_norm: 4.3990 2021-01-30 09:45:33,979 - mmaction - INFO - Epoch [59][2020/3757] lr: 1.000e-03, eta: 21:36:17, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7930, loss_cls: 1.8142, loss: 1.8142, grad_norm: 4.4683 2021-01-30 09:45:40,052 - mmaction - INFO - Epoch [59][2040/3757] lr: 1.000e-03, eta: 21:36:05, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8078, loss_cls: 1.7578, loss: 1.7578, grad_norm: 4.3273 2021-01-30 09:45:46,451 - mmaction - INFO - Epoch [59][2060/3757] lr: 1.000e-03, eta: 21:35:52, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7750, loss_cls: 1.8678, loss: 1.8678, grad_norm: 4.4890 2021-01-30 09:45:52,489 - mmaction - INFO - Epoch [59][2080/3757] lr: 1.000e-03, eta: 21:35:39, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7922, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.3049 2021-01-30 09:45:58,191 - mmaction - INFO - Epoch [59][2100/3757] lr: 1.000e-03, eta: 21:35:26, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8164, loss_cls: 1.6148, loss: 1.6148, grad_norm: 4.2904 2021-01-30 09:46:04,290 - mmaction - INFO - Epoch [59][2120/3757] lr: 1.000e-03, eta: 21:35:14, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8102, loss_cls: 1.7377, loss: 1.7377, grad_norm: 4.4379 2021-01-30 09:46:10,217 - mmaction - INFO - Epoch [59][2140/3757] lr: 1.000e-03, eta: 21:35:01, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8258, loss_cls: 1.6810, loss: 1.6810, grad_norm: 4.3362 2021-01-30 09:46:16,754 - mmaction - INFO - Epoch [59][2160/3757] lr: 1.000e-03, eta: 21:34:48, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7317, loss: 1.7317, grad_norm: 4.4734 2021-01-30 09:46:22,281 - mmaction - INFO - Epoch [59][2180/3757] lr: 1.000e-03, eta: 21:34:35, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8031, loss_cls: 1.8294, loss: 1.8294, grad_norm: 4.4962 2021-01-30 09:46:28,286 - mmaction - INFO - Epoch [59][2200/3757] lr: 1.000e-03, eta: 21:34:22, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8031, loss_cls: 1.7769, loss: 1.7769, grad_norm: 4.3328 2021-01-30 09:46:33,500 - mmaction - INFO - Epoch [59][2220/3757] lr: 1.000e-03, eta: 21:34:09, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8047, loss_cls: 1.6739, loss: 1.6739, grad_norm: 4.2824 2021-01-30 09:46:40,025 - mmaction - INFO - Epoch [59][2240/3757] lr: 1.000e-03, eta: 21:33:57, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.7518, loss: 1.7518, grad_norm: 4.4886 2021-01-30 09:46:45,458 - mmaction - INFO - Epoch [59][2260/3757] lr: 1.000e-03, eta: 21:33:43, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8281, loss_cls: 1.6187, loss: 1.6187, grad_norm: 4.3143 2021-01-30 09:46:51,434 - mmaction - INFO - Epoch [59][2280/3757] lr: 1.000e-03, eta: 21:33:31, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8094, loss_cls: 1.7615, loss: 1.7615, grad_norm: 4.5065 2021-01-30 09:46:57,076 - mmaction - INFO - Epoch [59][2300/3757] lr: 1.000e-03, eta: 21:33:18, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8094, loss_cls: 1.7148, loss: 1.7148, grad_norm: 4.4403 2021-01-30 09:47:03,013 - mmaction - INFO - Epoch [59][2320/3757] lr: 1.000e-03, eta: 21:33:05, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7953, loss_cls: 1.7694, loss: 1.7694, grad_norm: 4.4407 2021-01-30 09:47:09,480 - mmaction - INFO - Epoch [59][2340/3757] lr: 1.000e-03, eta: 21:32:52, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7977, loss_cls: 1.7750, loss: 1.7750, grad_norm: 4.3324 2021-01-30 09:47:15,308 - mmaction - INFO - Epoch [59][2360/3757] lr: 1.000e-03, eta: 21:32:39, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.6738, loss: 1.6738, grad_norm: 4.2230 2021-01-30 09:47:21,488 - mmaction - INFO - Epoch [59][2380/3757] lr: 1.000e-03, eta: 21:32:27, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8008, loss_cls: 1.7179, loss: 1.7179, grad_norm: 4.4717 2021-01-30 09:47:26,688 - mmaction - INFO - Epoch [59][2400/3757] lr: 1.000e-03, eta: 21:32:13, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8070, loss_cls: 1.6843, loss: 1.6843, grad_norm: 4.3574 2021-01-30 09:47:32,378 - mmaction - INFO - Epoch [59][2420/3757] lr: 1.000e-03, eta: 21:32:00, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8133, loss_cls: 1.6515, loss: 1.6515, grad_norm: 4.3727 2021-01-30 09:47:38,666 - mmaction - INFO - Epoch [59][2440/3757] lr: 1.000e-03, eta: 21:31:48, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.7970, loss: 1.7970, grad_norm: 4.4566 2021-01-30 09:47:44,167 - mmaction - INFO - Epoch [59][2460/3757] lr: 1.000e-03, eta: 21:31:35, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7992, loss_cls: 1.7905, loss: 1.7905, grad_norm: 4.4362 2021-01-30 09:47:49,981 - mmaction - INFO - Epoch [59][2480/3757] lr: 1.000e-03, eta: 21:31:22, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7841, loss: 1.7841, grad_norm: 4.4712 2021-01-30 09:47:56,367 - mmaction - INFO - Epoch [59][2500/3757] lr: 1.000e-03, eta: 21:31:09, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.6968, loss: 1.6968, grad_norm: 4.3532 2021-01-30 09:48:02,219 - mmaction - INFO - Epoch [59][2520/3757] lr: 1.000e-03, eta: 21:30:56, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.7584, loss: 1.7584, grad_norm: 4.4752 2021-01-30 09:48:07,604 - mmaction - INFO - Epoch [59][2540/3757] lr: 1.000e-03, eta: 21:30:43, time: 0.270, data_time: 0.004, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8164, loss_cls: 1.6608, loss: 1.6608, grad_norm: 4.4894 2021-01-30 09:48:13,930 - mmaction - INFO - Epoch [59][2560/3757] lr: 1.000e-03, eta: 21:30:31, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8234, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.5674 2021-01-30 09:48:20,076 - mmaction - INFO - Epoch [59][2580/3757] lr: 1.000e-03, eta: 21:30:18, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7961, loss_cls: 1.7196, loss: 1.7196, grad_norm: 4.2860 2021-01-30 09:48:26,539 - mmaction - INFO - Epoch [59][2600/3757] lr: 1.000e-03, eta: 21:30:05, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7692, loss: 1.7692, grad_norm: 4.4565 2021-01-30 09:48:32,934 - mmaction - INFO - Epoch [59][2620/3757] lr: 1.000e-03, eta: 21:29:53, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8242, loss_cls: 1.6669, loss: 1.6669, grad_norm: 4.3758 2021-01-30 09:48:38,486 - mmaction - INFO - Epoch [59][2640/3757] lr: 1.000e-03, eta: 21:29:40, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7984, loss_cls: 1.7852, loss: 1.7852, grad_norm: 4.5112 2021-01-30 09:48:43,973 - mmaction - INFO - Epoch [59][2660/3757] lr: 1.000e-03, eta: 21:29:27, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7891, loss_cls: 1.7812, loss: 1.7812, grad_norm: 4.3908 2021-01-30 09:48:50,348 - mmaction - INFO - Epoch [59][2680/3757] lr: 1.000e-03, eta: 21:29:14, time: 0.319, data_time: 0.003, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8063, loss_cls: 1.7525, loss: 1.7525, grad_norm: 4.4562 2021-01-30 09:48:55,957 - mmaction - INFO - Epoch [59][2700/3757] lr: 1.000e-03, eta: 21:29:01, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.6113, loss: 1.6113, grad_norm: 4.0910 2021-01-30 09:49:01,918 - mmaction - INFO - Epoch [59][2720/3757] lr: 1.000e-03, eta: 21:28:48, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8008, loss_cls: 1.7469, loss: 1.7469, grad_norm: 4.3591 2021-01-30 09:49:07,351 - mmaction - INFO - Epoch [59][2740/3757] lr: 1.000e-03, eta: 21:28:35, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8023, loss_cls: 1.7312, loss: 1.7312, grad_norm: 4.4148 2021-01-30 09:49:13,095 - mmaction - INFO - Epoch [59][2760/3757] lr: 1.000e-03, eta: 21:28:22, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8148, loss_cls: 1.7010, loss: 1.7010, grad_norm: 4.3197 2021-01-30 09:49:19,444 - mmaction - INFO - Epoch [59][2780/3757] lr: 1.000e-03, eta: 21:28:10, time: 0.318, data_time: 0.004, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8148, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.3970 2021-01-30 09:49:25,598 - mmaction - INFO - Epoch [59][2800/3757] lr: 1.000e-03, eta: 21:27:57, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8281, loss_cls: 1.6988, loss: 1.6988, grad_norm: 4.3015 2021-01-30 09:49:31,491 - mmaction - INFO - Epoch [59][2820/3757] lr: 1.000e-03, eta: 21:27:44, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8023, loss_cls: 1.6945, loss: 1.6945, grad_norm: 4.3810 2021-01-30 09:49:37,440 - mmaction - INFO - Epoch [59][2840/3757] lr: 1.000e-03, eta: 21:27:32, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8055, loss_cls: 1.6864, loss: 1.6864, grad_norm: 4.3324 2021-01-30 09:49:43,402 - mmaction - INFO - Epoch [59][2860/3757] lr: 1.000e-03, eta: 21:27:19, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7977, loss_cls: 1.7171, loss: 1.7171, grad_norm: 4.3693 2021-01-30 09:49:49,580 - mmaction - INFO - Epoch [59][2880/3757] lr: 1.000e-03, eta: 21:27:06, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7145, loss: 1.7145, grad_norm: 4.3639 2021-01-30 09:49:54,892 - mmaction - INFO - Epoch [59][2900/3757] lr: 1.000e-03, eta: 21:26:53, time: 0.266, data_time: 0.004, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.6897, loss: 1.6897, grad_norm: 4.4087 2021-01-30 09:50:00,990 - mmaction - INFO - Epoch [59][2920/3757] lr: 1.000e-03, eta: 21:26:40, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7961, loss_cls: 1.7699, loss: 1.7699, grad_norm: 4.5004 2021-01-30 09:50:06,625 - mmaction - INFO - Epoch [59][2940/3757] lr: 1.000e-03, eta: 21:26:27, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7945, loss_cls: 1.7408, loss: 1.7408, grad_norm: 4.4647 2021-01-30 09:50:12,886 - mmaction - INFO - Epoch [59][2960/3757] lr: 1.000e-03, eta: 21:26:15, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7914, loss_cls: 1.7769, loss: 1.7769, grad_norm: 4.3852 2021-01-30 09:50:18,404 - mmaction - INFO - Epoch [59][2980/3757] lr: 1.000e-03, eta: 21:26:02, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8047, loss_cls: 1.7839, loss: 1.7839, grad_norm: 4.4189 2021-01-30 09:50:24,606 - mmaction - INFO - Epoch [59][3000/3757] lr: 1.000e-03, eta: 21:25:49, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7945, loss_cls: 1.7916, loss: 1.7916, grad_norm: 4.3592 2021-01-30 09:50:30,822 - mmaction - INFO - Epoch [59][3020/3757] lr: 1.000e-03, eta: 21:25:36, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.5859, loss: 1.5859, grad_norm: 4.1235 2021-01-30 09:50:37,267 - mmaction - INFO - Epoch [59][3040/3757] lr: 1.000e-03, eta: 21:25:24, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7859, loss_cls: 1.8018, loss: 1.8018, grad_norm: 4.4886 2021-01-30 09:50:43,347 - mmaction - INFO - Epoch [59][3060/3757] lr: 1.000e-03, eta: 21:25:11, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7828, loss_cls: 1.8177, loss: 1.8177, grad_norm: 4.4165 2021-01-30 09:50:49,112 - mmaction - INFO - Epoch [59][3080/3757] lr: 1.000e-03, eta: 21:24:58, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7992, loss_cls: 1.7462, loss: 1.7462, grad_norm: 4.4128 2021-01-30 09:50:55,010 - mmaction - INFO - Epoch [59][3100/3757] lr: 1.000e-03, eta: 21:24:45, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.7458, loss: 1.7458, grad_norm: 4.4582 2021-01-30 09:51:00,211 - mmaction - INFO - Epoch [59][3120/3757] lr: 1.000e-03, eta: 21:24:32, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8141, loss_cls: 1.7110, loss: 1.7110, grad_norm: 4.4161 2021-01-30 09:51:06,005 - mmaction - INFO - Epoch [59][3140/3757] lr: 1.000e-03, eta: 21:24:19, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8102, loss_cls: 1.6763, loss: 1.6763, grad_norm: 4.4408 2021-01-30 09:51:12,322 - mmaction - INFO - Epoch [59][3160/3757] lr: 1.000e-03, eta: 21:24:07, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7859, loss_cls: 1.8828, loss: 1.8828, grad_norm: 4.5232 2021-01-30 09:51:18,041 - mmaction - INFO - Epoch [59][3180/3757] lr: 1.000e-03, eta: 21:23:54, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7875, loss_cls: 1.8006, loss: 1.8006, grad_norm: 4.3453 2021-01-30 09:51:24,773 - mmaction - INFO - Epoch [59][3200/3757] lr: 1.000e-03, eta: 21:23:42, time: 0.337, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8180, loss_cls: 1.7192, loss: 1.7192, grad_norm: 4.2997 2021-01-30 09:51:30,239 - mmaction - INFO - Epoch [59][3220/3757] lr: 1.000e-03, eta: 21:23:28, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8078, loss_cls: 1.7410, loss: 1.7410, grad_norm: 4.3625 2021-01-30 09:51:35,708 - mmaction - INFO - Epoch [59][3240/3757] lr: 1.000e-03, eta: 21:23:15, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8156, loss_cls: 1.6919, loss: 1.6919, grad_norm: 4.3981 2021-01-30 09:51:42,009 - mmaction - INFO - Epoch [59][3260/3757] lr: 1.000e-03, eta: 21:23:03, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7820, loss_cls: 1.7439, loss: 1.7439, grad_norm: 4.3407 2021-01-30 09:51:47,931 - mmaction - INFO - Epoch [59][3280/3757] lr: 1.000e-03, eta: 21:22:50, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7643, loss: 1.7643, grad_norm: 4.3073 2021-01-30 09:51:54,053 - mmaction - INFO - Epoch [59][3300/3757] lr: 1.000e-03, eta: 21:22:37, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8195, loss_cls: 1.6534, loss: 1.6534, grad_norm: 4.1343 2021-01-30 09:51:59,787 - mmaction - INFO - Epoch [59][3320/3757] lr: 1.000e-03, eta: 21:22:25, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7961, loss_cls: 1.7725, loss: 1.7725, grad_norm: 4.3816 2021-01-30 09:52:06,218 - mmaction - INFO - Epoch [59][3340/3757] lr: 1.000e-03, eta: 21:22:12, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8094, loss_cls: 1.6910, loss: 1.6910, grad_norm: 4.3778 2021-01-30 09:52:11,628 - mmaction - INFO - Epoch [59][3360/3757] lr: 1.000e-03, eta: 21:21:59, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8117, loss_cls: 1.7353, loss: 1.7353, grad_norm: 4.5097 2021-01-30 09:52:17,988 - mmaction - INFO - Epoch [59][3380/3757] lr: 1.000e-03, eta: 21:21:46, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8289, loss_cls: 1.6291, loss: 1.6291, grad_norm: 4.3064 2021-01-30 09:52:23,562 - mmaction - INFO - Epoch [59][3400/3757] lr: 1.000e-03, eta: 21:21:33, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8016, loss_cls: 1.7723, loss: 1.7723, grad_norm: 4.6083 2021-01-30 09:52:29,927 - mmaction - INFO - Epoch [59][3420/3757] lr: 1.000e-03, eta: 21:21:21, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7844, loss_cls: 1.7698, loss: 1.7698, grad_norm: 4.3676 2021-01-30 09:52:36,030 - mmaction - INFO - Epoch [59][3440/3757] lr: 1.000e-03, eta: 21:21:08, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8031, loss_cls: 1.7180, loss: 1.7180, grad_norm: 4.4459 2021-01-30 09:52:41,887 - mmaction - INFO - Epoch [59][3460/3757] lr: 1.000e-03, eta: 21:20:56, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.8023, loss_cls: 1.7667, loss: 1.7667, grad_norm: 4.5103 2021-01-30 09:52:47,761 - mmaction - INFO - Epoch [59][3480/3757] lr: 1.000e-03, eta: 21:20:43, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7922, loss_cls: 1.7328, loss: 1.7328, grad_norm: 4.3290 2021-01-30 09:52:53,685 - mmaction - INFO - Epoch [59][3500/3757] lr: 1.000e-03, eta: 21:20:30, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.3942 2021-01-30 09:52:59,373 - mmaction - INFO - Epoch [59][3520/3757] lr: 1.000e-03, eta: 21:20:17, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8164, loss_cls: 1.6889, loss: 1.6889, grad_norm: 4.3581 2021-01-30 09:53:05,450 - mmaction - INFO - Epoch [59][3540/3757] lr: 1.000e-03, eta: 21:20:04, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7519, loss: 1.7519, grad_norm: 4.4053 2021-01-30 09:53:10,820 - mmaction - INFO - Epoch [59][3560/3757] lr: 1.000e-03, eta: 21:19:51, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8141, loss_cls: 1.7477, loss: 1.7477, grad_norm: 4.4018 2021-01-30 09:53:16,581 - mmaction - INFO - Epoch [59][3580/3757] lr: 1.000e-03, eta: 21:19:38, time: 0.288, data_time: 0.004, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8047, loss_cls: 1.6778, loss: 1.6778, grad_norm: 4.2539 2021-01-30 09:53:22,277 - mmaction - INFO - Epoch [59][3600/3757] lr: 1.000e-03, eta: 21:19:25, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8078, loss_cls: 1.6576, loss: 1.6576, grad_norm: 4.2468 2021-01-30 09:53:28,073 - mmaction - INFO - Epoch [59][3620/3757] lr: 1.000e-03, eta: 21:19:13, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7992, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.3988 2021-01-30 09:53:34,352 - mmaction - INFO - Epoch [59][3640/3757] lr: 1.000e-03, eta: 21:19:00, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.6624, loss: 1.6624, grad_norm: 4.3316 2021-01-30 09:53:40,056 - mmaction - INFO - Epoch [59][3660/3757] lr: 1.000e-03, eta: 21:18:47, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7836, loss_cls: 1.8375, loss: 1.8375, grad_norm: 4.5926 2021-01-30 09:53:46,478 - mmaction - INFO - Epoch [59][3680/3757] lr: 1.000e-03, eta: 21:18:35, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7930, loss_cls: 1.7591, loss: 1.7591, grad_norm: 4.4688 2021-01-30 09:53:52,077 - mmaction - INFO - Epoch [59][3700/3757] lr: 1.000e-03, eta: 21:18:22, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.7118, loss: 1.7118, grad_norm: 4.3976 2021-01-30 09:53:57,840 - mmaction - INFO - Epoch [59][3720/3757] lr: 1.000e-03, eta: 21:18:09, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8187, loss_cls: 1.6692, loss: 1.6692, grad_norm: 4.3162 2021-01-30 09:54:03,230 - mmaction - INFO - Epoch [59][3740/3757] lr: 1.000e-03, eta: 21:17:56, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7883, loss_cls: 1.8261, loss: 1.8261, grad_norm: 4.3601 2021-01-30 09:54:26,951 - mmaction - INFO - Saving checkpoint at 59 epochs 2021-01-30 10:06:10,370 - mmaction - INFO - Epoch [60][20/3757] lr: 1.000e-03, eta: 21:25:33, time: 35.152, data_time: 34.588, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.5764, loss: 1.5764, grad_norm: 4.2514 2021-01-30 10:06:14,526 - mmaction - INFO - Epoch [60][40/3757] lr: 1.000e-03, eta: 21:25:19, time: 0.217, data_time: 0.011, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8109, loss_cls: 1.6800, loss: 1.6800, grad_norm: 4.4456 2021-01-30 10:06:18,699 - mmaction - INFO - Epoch [60][60/3757] lr: 1.000e-03, eta: 21:25:05, time: 0.209, data_time: 0.000, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.6891, loss: 1.6891, grad_norm: 4.4738 2021-01-30 10:06:22,799 - mmaction - INFO - Epoch [60][80/3757] lr: 1.000e-03, eta: 21:24:51, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8039, loss_cls: 1.7428, loss: 1.7428, grad_norm: 4.4445 2021-01-30 10:06:27,094 - mmaction - INFO - Epoch [60][100/3757] lr: 1.000e-03, eta: 21:24:37, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8031, loss_cls: 1.7142, loss: 1.7142, grad_norm: 4.4039 2021-01-30 10:06:31,282 - mmaction - INFO - Epoch [60][120/3757] lr: 1.000e-03, eta: 21:24:23, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8266, loss_cls: 1.5978, loss: 1.5978, grad_norm: 4.3752 2021-01-30 10:06:35,400 - mmaction - INFO - Epoch [60][140/3757] lr: 1.000e-03, eta: 21:24:09, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.6793, loss: 1.6793, grad_norm: 4.4108 2021-01-30 10:06:39,612 - mmaction - INFO - Epoch [60][160/3757] lr: 1.000e-03, eta: 21:23:55, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8008, loss_cls: 1.7261, loss: 1.7261, grad_norm: 4.4019 2021-01-30 10:06:43,772 - mmaction - INFO - Epoch [60][180/3757] lr: 1.000e-03, eta: 21:23:41, time: 0.208, data_time: 0.003, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7914, loss_cls: 1.7736, loss: 1.7736, grad_norm: 4.3749 2021-01-30 10:06:47,982 - mmaction - INFO - Epoch [60][200/3757] lr: 1.000e-03, eta: 21:23:26, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8172, loss_cls: 1.6987, loss: 1.6987, grad_norm: 4.4113 2021-01-30 10:06:52,158 - mmaction - INFO - Epoch [60][220/3757] lr: 1.000e-03, eta: 21:23:12, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7914, loss_cls: 1.8047, loss: 1.8047, grad_norm: 4.4193 2021-01-30 10:06:56,312 - mmaction - INFO - Epoch [60][240/3757] lr: 1.000e-03, eta: 21:22:58, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8180, loss_cls: 1.6723, loss: 1.6723, grad_norm: 4.4657 2021-01-30 10:07:00,491 - mmaction - INFO - Epoch [60][260/3757] lr: 1.000e-03, eta: 21:22:44, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8086, loss_cls: 1.6803, loss: 1.6803, grad_norm: 4.3246 2021-01-30 10:07:04,708 - mmaction - INFO - Epoch [60][280/3757] lr: 1.000e-03, eta: 21:22:30, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8086, loss_cls: 1.7129, loss: 1.7129, grad_norm: 4.4914 2021-01-30 10:07:08,920 - mmaction - INFO - Epoch [60][300/3757] lr: 1.000e-03, eta: 21:22:16, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7930, loss_cls: 1.7445, loss: 1.7445, grad_norm: 4.5161 2021-01-30 10:07:13,150 - mmaction - INFO - Epoch [60][320/3757] lr: 1.000e-03, eta: 21:22:02, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8281, loss_cls: 1.6513, loss: 1.6513, grad_norm: 4.5037 2021-01-30 10:07:17,455 - mmaction - INFO - Epoch [60][340/3757] lr: 1.000e-03, eta: 21:21:48, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7867, loss_cls: 1.7868, loss: 1.7868, grad_norm: 4.5016 2021-01-30 10:07:21,633 - mmaction - INFO - Epoch [60][360/3757] lr: 1.000e-03, eta: 21:21:34, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.7229, loss: 1.7229, grad_norm: 4.4372 2021-01-30 10:07:25,890 - mmaction - INFO - Epoch [60][380/3757] lr: 1.000e-03, eta: 21:21:20, time: 0.213, data_time: 0.000, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.6835, loss: 1.6835, grad_norm: 4.2539 2021-01-30 10:07:30,243 - mmaction - INFO - Epoch [60][400/3757] lr: 1.000e-03, eta: 21:21:06, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8195, loss_cls: 1.7023, loss: 1.7023, grad_norm: 4.3975 2021-01-30 10:07:35,014 - mmaction - INFO - Epoch [60][420/3757] lr: 1.000e-03, eta: 21:20:53, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8063, loss_cls: 1.7678, loss: 1.7678, grad_norm: 4.5049 2021-01-30 10:07:39,433 - mmaction - INFO - Epoch [60][440/3757] lr: 1.000e-03, eta: 21:20:39, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7937, loss_cls: 1.7501, loss: 1.7501, grad_norm: 4.4214 2021-01-30 10:07:43,777 - mmaction - INFO - Epoch [60][460/3757] lr: 1.000e-03, eta: 21:20:25, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8039, loss_cls: 1.7571, loss: 1.7571, grad_norm: 4.4126 2021-01-30 10:07:48,645 - mmaction - INFO - Epoch [60][480/3757] lr: 1.000e-03, eta: 21:20:11, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8063, loss_cls: 1.7692, loss: 1.7692, grad_norm: 4.4804 2021-01-30 10:07:53,077 - mmaction - INFO - Epoch [60][500/3757] lr: 1.000e-03, eta: 21:19:58, time: 0.221, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8063, loss_cls: 1.7201, loss: 1.7201, grad_norm: 4.2827 2021-01-30 10:07:58,065 - mmaction - INFO - Epoch [60][520/3757] lr: 1.000e-03, eta: 21:19:44, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8169, loss: 1.8169, grad_norm: 4.4857 2021-01-30 10:08:02,913 - mmaction - INFO - Epoch [60][540/3757] lr: 1.000e-03, eta: 21:19:30, time: 0.242, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8187, loss_cls: 1.6729, loss: 1.6729, grad_norm: 4.3657 2021-01-30 10:08:07,972 - mmaction - INFO - Epoch [60][560/3757] lr: 1.000e-03, eta: 21:19:17, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7354, loss: 1.7354, grad_norm: 4.4027 2021-01-30 10:08:12,424 - mmaction - INFO - Epoch [60][580/3757] lr: 1.000e-03, eta: 21:19:03, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8070, loss_cls: 1.7315, loss: 1.7315, grad_norm: 4.5556 2021-01-30 10:08:17,431 - mmaction - INFO - Epoch [60][600/3757] lr: 1.000e-03, eta: 21:18:50, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8094, loss_cls: 1.6950, loss: 1.6950, grad_norm: 4.3621 2021-01-30 10:08:22,620 - mmaction - INFO - Epoch [60][620/3757] lr: 1.000e-03, eta: 21:18:36, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7992, loss_cls: 1.7871, loss: 1.7871, grad_norm: 4.4058 2021-01-30 10:08:27,851 - mmaction - INFO - Epoch [60][640/3757] lr: 1.000e-03, eta: 21:18:23, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8070, loss_cls: 1.7729, loss: 1.7729, grad_norm: 4.4189 2021-01-30 10:08:32,449 - mmaction - INFO - Epoch [60][660/3757] lr: 1.000e-03, eta: 21:18:09, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8148, loss_cls: 1.6880, loss: 1.6880, grad_norm: 4.3328 2021-01-30 10:08:37,060 - mmaction - INFO - Epoch [60][680/3757] lr: 1.000e-03, eta: 21:17:56, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8000, loss_cls: 1.7660, loss: 1.7660, grad_norm: 4.3643 2021-01-30 10:08:42,214 - mmaction - INFO - Epoch [60][700/3757] lr: 1.000e-03, eta: 21:17:42, time: 0.258, data_time: 0.006, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8094, loss_cls: 1.7403, loss: 1.7403, grad_norm: 4.4403 2021-01-30 10:08:47,759 - mmaction - INFO - Epoch [60][720/3757] lr: 1.000e-03, eta: 21:17:29, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7953, loss_cls: 1.7502, loss: 1.7502, grad_norm: 4.3932 2021-01-30 10:08:52,774 - mmaction - INFO - Epoch [60][740/3757] lr: 1.000e-03, eta: 21:17:16, time: 0.251, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8102, loss_cls: 1.7220, loss: 1.7220, grad_norm: 4.4340 2021-01-30 10:08:58,532 - mmaction - INFO - Epoch [60][760/3757] lr: 1.000e-03, eta: 21:17:03, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7773, loss_cls: 1.8767, loss: 1.8767, grad_norm: 4.6117 2021-01-30 10:09:03,747 - mmaction - INFO - Epoch [60][780/3757] lr: 1.000e-03, eta: 21:16:50, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8117, loss_cls: 1.6757, loss: 1.6757, grad_norm: 4.3882 2021-01-30 10:09:09,129 - mmaction - INFO - Epoch [60][800/3757] lr: 1.000e-03, eta: 21:16:36, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8211, loss_cls: 1.6600, loss: 1.6600, grad_norm: 4.3604 2021-01-30 10:09:14,080 - mmaction - INFO - Epoch [60][820/3757] lr: 1.000e-03, eta: 21:16:23, time: 0.247, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8336, loss_cls: 1.5626, loss: 1.5626, grad_norm: 4.3663 2021-01-30 10:09:19,178 - mmaction - INFO - Epoch [60][840/3757] lr: 1.000e-03, eta: 21:16:10, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.7992, loss_cls: 1.7211, loss: 1.7211, grad_norm: 4.3747 2021-01-30 10:09:24,910 - mmaction - INFO - Epoch [60][860/3757] lr: 1.000e-03, eta: 21:15:57, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8070, loss_cls: 1.7281, loss: 1.7281, grad_norm: 4.4304 2021-01-30 10:09:30,444 - mmaction - INFO - Epoch [60][880/3757] lr: 1.000e-03, eta: 21:15:44, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8070, loss_cls: 1.6715, loss: 1.6715, grad_norm: 4.2659 2021-01-30 10:09:35,995 - mmaction - INFO - Epoch [60][900/3757] lr: 1.000e-03, eta: 21:15:31, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7945, loss_cls: 1.7879, loss: 1.7879, grad_norm: 4.4709 2021-01-30 10:09:41,785 - mmaction - INFO - Epoch [60][920/3757] lr: 1.000e-03, eta: 21:15:18, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8039, loss_cls: 1.7054, loss: 1.7054, grad_norm: 4.3738 2021-01-30 10:09:47,120 - mmaction - INFO - Epoch [60][940/3757] lr: 1.000e-03, eta: 21:15:04, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8031, loss_cls: 1.7347, loss: 1.7347, grad_norm: 4.4074 2021-01-30 10:09:52,549 - mmaction - INFO - Epoch [60][960/3757] lr: 1.000e-03, eta: 21:14:51, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8109, loss_cls: 1.6847, loss: 1.6847, grad_norm: 4.3596 2021-01-30 10:09:58,295 - mmaction - INFO - Epoch [60][980/3757] lr: 1.000e-03, eta: 21:14:38, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8281, loss_cls: 1.6314, loss: 1.6314, grad_norm: 4.3243 2021-01-30 10:10:03,414 - mmaction - INFO - Epoch [60][1000/3757] lr: 1.000e-03, eta: 21:14:25, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8078, loss_cls: 1.7015, loss: 1.7015, grad_norm: 4.4823 2021-01-30 10:10:09,322 - mmaction - INFO - Epoch [60][1020/3757] lr: 1.000e-03, eta: 21:14:12, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8133, loss_cls: 1.7519, loss: 1.7519, grad_norm: 4.5489 2021-01-30 10:10:15,070 - mmaction - INFO - Epoch [60][1040/3757] lr: 1.000e-03, eta: 21:13:59, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.6943, loss: 1.6943, grad_norm: 4.4750 2021-01-30 10:10:21,142 - mmaction - INFO - Epoch [60][1060/3757] lr: 1.000e-03, eta: 21:13:47, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.6752, loss: 1.6752, grad_norm: 4.3583 2021-01-30 10:10:26,913 - mmaction - INFO - Epoch [60][1080/3757] lr: 1.000e-03, eta: 21:13:34, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7891, loss_cls: 1.7630, loss: 1.7630, grad_norm: 4.3444 2021-01-30 10:10:32,332 - mmaction - INFO - Epoch [60][1100/3757] lr: 1.000e-03, eta: 21:13:21, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8039, loss_cls: 1.7471, loss: 1.7471, grad_norm: 4.4432 2021-01-30 10:10:38,517 - mmaction - INFO - Epoch [60][1120/3757] lr: 1.000e-03, eta: 21:13:08, time: 0.309, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7348, loss: 1.7348, grad_norm: 4.4118 2021-01-30 10:10:44,194 - mmaction - INFO - Epoch [60][1140/3757] lr: 1.000e-03, eta: 21:12:55, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7906, loss_cls: 1.8279, loss: 1.8279, grad_norm: 4.4472 2021-01-30 10:10:49,391 - mmaction - INFO - Epoch [60][1160/3757] lr: 1.000e-03, eta: 21:12:42, time: 0.260, data_time: 0.003, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.7132, loss: 1.7132, grad_norm: 4.2493 2021-01-30 10:10:55,624 - mmaction - INFO - Epoch [60][1180/3757] lr: 1.000e-03, eta: 21:12:29, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7867, loss_cls: 1.8122, loss: 1.8122, grad_norm: 4.4290 2021-01-30 10:11:00,842 - mmaction - INFO - Epoch [60][1200/3757] lr: 1.000e-03, eta: 21:12:16, time: 0.260, data_time: 0.000, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8133, loss_cls: 1.6899, loss: 1.6899, grad_norm: 4.4073 2021-01-30 10:11:06,168 - mmaction - INFO - Epoch [60][1220/3757] lr: 1.000e-03, eta: 21:12:03, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8047, loss_cls: 1.7382, loss: 1.7382, grad_norm: 4.3578 2021-01-30 10:11:11,911 - mmaction - INFO - Epoch [60][1240/3757] lr: 1.000e-03, eta: 21:11:50, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7805, loss_cls: 1.8660, loss: 1.8660, grad_norm: 4.5003 2021-01-30 10:11:17,923 - mmaction - INFO - Epoch [60][1260/3757] lr: 1.000e-03, eta: 21:11:37, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8164, loss_cls: 1.6433, loss: 1.6433, grad_norm: 4.1964 2021-01-30 10:11:24,050 - mmaction - INFO - Epoch [60][1280/3757] lr: 1.000e-03, eta: 21:11:25, time: 0.307, data_time: 0.003, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.6623, loss: 1.6623, grad_norm: 4.2227 2021-01-30 10:11:29,243 - mmaction - INFO - Epoch [60][1300/3757] lr: 1.000e-03, eta: 21:11:11, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8102, loss_cls: 1.6550, loss: 1.6550, grad_norm: 4.2291 2021-01-30 10:11:35,419 - mmaction - INFO - Epoch [60][1320/3757] lr: 1.000e-03, eta: 21:10:59, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8031, loss_cls: 1.7193, loss: 1.7193, grad_norm: 4.4229 2021-01-30 10:11:41,165 - mmaction - INFO - Epoch [60][1340/3757] lr: 1.000e-03, eta: 21:10:46, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8227, loss_cls: 1.6057, loss: 1.6057, grad_norm: 4.2995 2021-01-30 10:11:46,990 - mmaction - INFO - Epoch [60][1360/3757] lr: 1.000e-03, eta: 21:10:33, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8172, loss_cls: 1.6978, loss: 1.6978, grad_norm: 4.4971 2021-01-30 10:11:52,540 - mmaction - INFO - Epoch [60][1380/3757] lr: 1.000e-03, eta: 21:10:20, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5508, top5_acc: 0.7930, loss_cls: 1.8276, loss: 1.8276, grad_norm: 4.5937 2021-01-30 10:11:58,361 - mmaction - INFO - Epoch [60][1400/3757] lr: 1.000e-03, eta: 21:10:07, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.7714, loss: 1.7714, grad_norm: 4.4572 2021-01-30 10:12:03,673 - mmaction - INFO - Epoch [60][1420/3757] lr: 1.000e-03, eta: 21:09:54, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.5834, loss: 1.5834, grad_norm: 4.2182 2021-01-30 10:12:09,883 - mmaction - INFO - Epoch [60][1440/3757] lr: 1.000e-03, eta: 21:09:41, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7969, loss_cls: 1.8260, loss: 1.8260, grad_norm: 4.5904 2021-01-30 10:12:15,522 - mmaction - INFO - Epoch [60][1460/3757] lr: 1.000e-03, eta: 21:09:28, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8008, loss_cls: 1.6890, loss: 1.6890, grad_norm: 4.3281 2021-01-30 10:12:21,832 - mmaction - INFO - Epoch [60][1480/3757] lr: 1.000e-03, eta: 21:09:16, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.7041, loss: 1.7041, grad_norm: 4.4516 2021-01-30 10:12:27,676 - mmaction - INFO - Epoch [60][1500/3757] lr: 1.000e-03, eta: 21:09:03, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.6870, loss: 1.6870, grad_norm: 4.3908 2021-01-30 10:12:33,704 - mmaction - INFO - Epoch [60][1520/3757] lr: 1.000e-03, eta: 21:08:50, time: 0.301, data_time: 0.000, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7992, loss_cls: 1.7782, loss: 1.7782, grad_norm: 4.5551 2021-01-30 10:12:39,449 - mmaction - INFO - Epoch [60][1540/3757] lr: 1.000e-03, eta: 21:08:38, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8008, loss_cls: 1.7231, loss: 1.7231, grad_norm: 4.3733 2021-01-30 10:12:44,841 - mmaction - INFO - Epoch [60][1560/3757] lr: 1.000e-03, eta: 21:08:24, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.6887, loss: 1.6887, grad_norm: 4.3864 2021-01-30 10:12:50,606 - mmaction - INFO - Epoch [60][1580/3757] lr: 1.000e-03, eta: 21:08:12, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8039, loss_cls: 1.7399, loss: 1.7399, grad_norm: 4.3904 2021-01-30 10:12:56,326 - mmaction - INFO - Epoch [60][1600/3757] lr: 1.000e-03, eta: 21:07:59, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8023, loss_cls: 1.7302, loss: 1.7302, grad_norm: 4.3990 2021-01-30 10:13:02,000 - mmaction - INFO - Epoch [60][1620/3757] lr: 1.000e-03, eta: 21:07:46, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7859, loss_cls: 1.8286, loss: 1.8286, grad_norm: 4.4924 2021-01-30 10:13:08,185 - mmaction - INFO - Epoch [60][1640/3757] lr: 1.000e-03, eta: 21:07:33, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8078, loss_cls: 1.7663, loss: 1.7663, grad_norm: 4.4924 2021-01-30 10:13:13,891 - mmaction - INFO - Epoch [60][1660/3757] lr: 1.000e-03, eta: 21:07:20, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8078, loss_cls: 1.7211, loss: 1.7211, grad_norm: 4.4110 2021-01-30 10:13:20,565 - mmaction - INFO - Epoch [60][1680/3757] lr: 1.000e-03, eta: 21:07:08, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7836, loss_cls: 1.7612, loss: 1.7612, grad_norm: 4.4558 2021-01-30 10:13:26,281 - mmaction - INFO - Epoch [60][1700/3757] lr: 1.000e-03, eta: 21:06:55, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.7531, loss: 1.7531, grad_norm: 4.4612 2021-01-30 10:13:31,909 - mmaction - INFO - Epoch [60][1720/3757] lr: 1.000e-03, eta: 21:06:42, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7906, loss_cls: 1.8149, loss: 1.8149, grad_norm: 4.4949 2021-01-30 10:13:37,610 - mmaction - INFO - Epoch [60][1740/3757] lr: 1.000e-03, eta: 21:06:29, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.6694, loss: 1.6694, grad_norm: 4.2495 2021-01-30 10:13:43,180 - mmaction - INFO - Epoch [60][1760/3757] lr: 1.000e-03, eta: 21:06:16, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8203, loss_cls: 1.7060, loss: 1.7060, grad_norm: 4.4102 2021-01-30 10:13:48,535 - mmaction - INFO - Epoch [60][1780/3757] lr: 1.000e-03, eta: 21:06:03, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7945, loss_cls: 1.7746, loss: 1.7746, grad_norm: 4.4008 2021-01-30 10:13:54,368 - mmaction - INFO - Epoch [60][1800/3757] lr: 1.000e-03, eta: 21:05:50, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8156, loss_cls: 1.6577, loss: 1.6577, grad_norm: 4.2403 2021-01-30 10:14:00,135 - mmaction - INFO - Epoch [60][1820/3757] lr: 1.000e-03, eta: 21:05:38, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7867, loss_cls: 1.8187, loss: 1.8187, grad_norm: 4.4837 2021-01-30 10:14:06,286 - mmaction - INFO - Epoch [60][1840/3757] lr: 1.000e-03, eta: 21:05:25, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8234, loss_cls: 1.6794, loss: 1.6794, grad_norm: 4.3948 2021-01-30 10:14:12,164 - mmaction - INFO - Epoch [60][1860/3757] lr: 1.000e-03, eta: 21:05:12, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8086, loss_cls: 1.7823, loss: 1.7823, grad_norm: 4.4600 2021-01-30 10:14:17,497 - mmaction - INFO - Epoch [60][1880/3757] lr: 1.000e-03, eta: 21:04:59, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8078, loss_cls: 1.7190, loss: 1.7190, grad_norm: 4.3225 2021-01-30 10:14:24,398 - mmaction - INFO - Epoch [60][1900/3757] lr: 1.000e-03, eta: 21:04:47, time: 0.345, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7953, loss_cls: 1.7993, loss: 1.7993, grad_norm: 4.4899 2021-01-30 10:14:30,156 - mmaction - INFO - Epoch [60][1920/3757] lr: 1.000e-03, eta: 21:04:34, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7922, loss_cls: 1.7535, loss: 1.7535, grad_norm: 4.3607 2021-01-30 10:14:36,198 - mmaction - INFO - Epoch [60][1940/3757] lr: 1.000e-03, eta: 21:04:21, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.7162, loss: 1.7162, grad_norm: 4.3784 2021-01-30 10:14:42,066 - mmaction - INFO - Epoch [60][1960/3757] lr: 1.000e-03, eta: 21:04:09, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8180, loss_cls: 1.6520, loss: 1.6520, grad_norm: 4.4197 2021-01-30 10:14:48,052 - mmaction - INFO - Epoch [60][1980/3757] lr: 1.000e-03, eta: 21:03:56, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8195, loss_cls: 1.6216, loss: 1.6216, grad_norm: 4.3406 2021-01-30 10:14:54,007 - mmaction - INFO - Epoch [60][2000/3757] lr: 1.000e-03, eta: 21:03:43, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8203, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.3566 2021-01-30 10:15:00,152 - mmaction - INFO - Epoch [60][2020/3757] lr: 1.000e-03, eta: 21:03:31, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7969, loss_cls: 1.7075, loss: 1.7075, grad_norm: 4.4257 2021-01-30 10:15:06,094 - mmaction - INFO - Epoch [60][2040/3757] lr: 1.000e-03, eta: 21:03:18, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.8142, loss: 1.8142, grad_norm: 4.4418 2021-01-30 10:15:12,020 - mmaction - INFO - Epoch [60][2060/3757] lr: 1.000e-03, eta: 21:03:05, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7852, loss_cls: 1.8231, loss: 1.8231, grad_norm: 4.3380 2021-01-30 10:15:17,832 - mmaction - INFO - Epoch [60][2080/3757] lr: 1.000e-03, eta: 21:02:53, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.6993, loss: 1.6993, grad_norm: 4.2735 2021-01-30 10:15:23,358 - mmaction - INFO - Epoch [60][2100/3757] lr: 1.000e-03, eta: 21:02:40, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8086, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.3260 2021-01-30 10:15:28,876 - mmaction - INFO - Epoch [60][2120/3757] lr: 1.000e-03, eta: 21:02:27, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.3596 2021-01-30 10:15:34,733 - mmaction - INFO - Epoch [60][2140/3757] lr: 1.000e-03, eta: 21:02:14, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8172, loss_cls: 1.6147, loss: 1.6147, grad_norm: 4.1832 2021-01-30 10:15:40,969 - mmaction - INFO - Epoch [60][2160/3757] lr: 1.000e-03, eta: 21:02:01, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8086, loss_cls: 1.7316, loss: 1.7316, grad_norm: 4.3814 2021-01-30 10:15:46,100 - mmaction - INFO - Epoch [60][2180/3757] lr: 1.000e-03, eta: 21:01:48, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8023, loss_cls: 1.7651, loss: 1.7651, grad_norm: 4.4254 2021-01-30 10:15:52,931 - mmaction - INFO - Epoch [60][2200/3757] lr: 1.000e-03, eta: 21:01:36, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8094, loss_cls: 1.6995, loss: 1.6995, grad_norm: 4.5333 2021-01-30 10:15:57,896 - mmaction - INFO - Epoch [60][2220/3757] lr: 1.000e-03, eta: 21:01:23, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.7779, loss: 1.7779, grad_norm: 4.5724 2021-01-30 10:16:03,817 - mmaction - INFO - Epoch [60][2240/3757] lr: 1.000e-03, eta: 21:01:10, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8164, loss_cls: 1.7138, loss: 1.7138, grad_norm: 4.4694 2021-01-30 10:16:10,006 - mmaction - INFO - Epoch [60][2260/3757] lr: 1.000e-03, eta: 21:00:57, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7961, loss_cls: 1.7562, loss: 1.7562, grad_norm: 4.3701 2021-01-30 10:16:15,605 - mmaction - INFO - Epoch [60][2280/3757] lr: 1.000e-03, eta: 21:00:44, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7922, loss_cls: 1.8287, loss: 1.8287, grad_norm: 4.4698 2021-01-30 10:16:21,323 - mmaction - INFO - Epoch [60][2300/3757] lr: 1.000e-03, eta: 21:00:32, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.6449, loss: 1.6449, grad_norm: 4.3172 2021-01-30 10:16:27,347 - mmaction - INFO - Epoch [60][2320/3757] lr: 1.000e-03, eta: 21:00:19, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.7982, loss: 1.7982, grad_norm: 4.4799 2021-01-30 10:16:33,438 - mmaction - INFO - Epoch [60][2340/3757] lr: 1.000e-03, eta: 21:00:06, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.7254, loss: 1.7254, grad_norm: 4.3913 2021-01-30 10:16:39,102 - mmaction - INFO - Epoch [60][2360/3757] lr: 1.000e-03, eta: 20:59:53, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7992, loss_cls: 1.7740, loss: 1.7740, grad_norm: 4.3252 2021-01-30 10:16:44,945 - mmaction - INFO - Epoch [60][2380/3757] lr: 1.000e-03, eta: 20:59:41, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8164, loss_cls: 1.6566, loss: 1.6566, grad_norm: 4.1933 2021-01-30 10:16:50,843 - mmaction - INFO - Epoch [60][2400/3757] lr: 1.000e-03, eta: 20:59:28, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8023, loss_cls: 1.7367, loss: 1.7367, grad_norm: 4.4266 2021-01-30 10:16:56,513 - mmaction - INFO - Epoch [60][2420/3757] lr: 1.000e-03, eta: 20:59:15, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8187, loss_cls: 1.6330, loss: 1.6330, grad_norm: 4.2044 2021-01-30 10:17:02,811 - mmaction - INFO - Epoch [60][2440/3757] lr: 1.000e-03, eta: 20:59:03, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.7081, loss: 1.7081, grad_norm: 4.4304 2021-01-30 10:17:08,334 - mmaction - INFO - Epoch [60][2460/3757] lr: 1.000e-03, eta: 20:58:50, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8203, loss_cls: 1.6824, loss: 1.6824, grad_norm: 4.4743 2021-01-30 10:17:14,506 - mmaction - INFO - Epoch [60][2480/3757] lr: 1.000e-03, eta: 20:58:37, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7961, loss_cls: 1.7538, loss: 1.7538, grad_norm: 4.4323 2021-01-30 10:17:20,831 - mmaction - INFO - Epoch [60][2500/3757] lr: 1.000e-03, eta: 20:58:25, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8156, loss_cls: 1.6569, loss: 1.6569, grad_norm: 4.3286 2021-01-30 10:17:26,317 - mmaction - INFO - Epoch [60][2520/3757] lr: 1.000e-03, eta: 20:58:12, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8289, loss_cls: 1.6566, loss: 1.6566, grad_norm: 4.5443 2021-01-30 10:17:32,361 - mmaction - INFO - Epoch [60][2540/3757] lr: 1.000e-03, eta: 20:57:59, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7906, loss_cls: 1.7235, loss: 1.7235, grad_norm: 4.4991 2021-01-30 10:17:38,152 - mmaction - INFO - Epoch [60][2560/3757] lr: 1.000e-03, eta: 20:57:46, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.7060, loss: 1.7060, grad_norm: 4.4068 2021-01-30 10:17:43,740 - mmaction - INFO - Epoch [60][2580/3757] lr: 1.000e-03, eta: 20:57:33, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7977, loss_cls: 1.7334, loss: 1.7334, grad_norm: 4.3492 2021-01-30 10:17:49,271 - mmaction - INFO - Epoch [60][2600/3757] lr: 1.000e-03, eta: 20:57:20, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8086, loss_cls: 1.7641, loss: 1.7641, grad_norm: 4.4820 2021-01-30 10:17:54,940 - mmaction - INFO - Epoch [60][2620/3757] lr: 1.000e-03, eta: 20:57:08, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8063, loss_cls: 1.6980, loss: 1.6980, grad_norm: 4.4970 2021-01-30 10:18:01,090 - mmaction - INFO - Epoch [60][2640/3757] lr: 1.000e-03, eta: 20:56:55, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8125, loss_cls: 1.6710, loss: 1.6710, grad_norm: 4.3268 2021-01-30 10:18:07,647 - mmaction - INFO - Epoch [60][2660/3757] lr: 1.000e-03, eta: 20:56:43, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8000, loss_cls: 1.7264, loss: 1.7264, grad_norm: 4.4241 2021-01-30 10:18:12,873 - mmaction - INFO - Epoch [60][2680/3757] lr: 1.000e-03, eta: 20:56:30, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7867, loss_cls: 1.8036, loss: 1.8036, grad_norm: 4.5034 2021-01-30 10:18:19,058 - mmaction - INFO - Epoch [60][2700/3757] lr: 1.000e-03, eta: 20:56:17, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7922, loss_cls: 1.7974, loss: 1.7974, grad_norm: 4.5185 2021-01-30 10:18:24,847 - mmaction - INFO - Epoch [60][2720/3757] lr: 1.000e-03, eta: 20:56:04, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.7064, loss: 1.7064, grad_norm: 4.3672 2021-01-30 10:18:31,033 - mmaction - INFO - Epoch [60][2740/3757] lr: 1.000e-03, eta: 20:55:52, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8086, loss_cls: 1.7439, loss: 1.7439, grad_norm: 4.3972 2021-01-30 10:18:37,328 - mmaction - INFO - Epoch [60][2760/3757] lr: 1.000e-03, eta: 20:55:39, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8063, loss_cls: 1.6827, loss: 1.6827, grad_norm: 4.3381 2021-01-30 10:18:43,805 - mmaction - INFO - Epoch [60][2780/3757] lr: 1.000e-03, eta: 20:55:27, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8141, loss_cls: 1.7346, loss: 1.7346, grad_norm: 4.4832 2021-01-30 10:18:49,622 - mmaction - INFO - Epoch [60][2800/3757] lr: 1.000e-03, eta: 20:55:14, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8047, loss_cls: 1.6774, loss: 1.6774, grad_norm: 4.3684 2021-01-30 10:18:55,307 - mmaction - INFO - Epoch [60][2820/3757] lr: 1.000e-03, eta: 20:55:01, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7977, loss_cls: 1.7454, loss: 1.7454, grad_norm: 4.3429 2021-01-30 10:19:00,677 - mmaction - INFO - Epoch [60][2840/3757] lr: 1.000e-03, eta: 20:54:48, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7953, loss_cls: 1.7553, loss: 1.7553, grad_norm: 4.4363 2021-01-30 10:19:06,572 - mmaction - INFO - Epoch [60][2860/3757] lr: 1.000e-03, eta: 20:54:36, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8219, loss_cls: 1.6698, loss: 1.6698, grad_norm: 4.3726 2021-01-30 10:19:12,699 - mmaction - INFO - Epoch [60][2880/3757] lr: 1.000e-03, eta: 20:54:23, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8023, loss_cls: 1.7118, loss: 1.7118, grad_norm: 4.3813 2021-01-30 10:19:19,069 - mmaction - INFO - Epoch [60][2900/3757] lr: 1.000e-03, eta: 20:54:11, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8133, loss_cls: 1.7164, loss: 1.7164, grad_norm: 4.4186 2021-01-30 10:19:24,913 - mmaction - INFO - Epoch [60][2920/3757] lr: 1.000e-03, eta: 20:53:58, time: 0.293, data_time: 0.004, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7906, loss_cls: 1.7873, loss: 1.7873, grad_norm: 4.4025 2021-01-30 10:19:30,395 - mmaction - INFO - Epoch [60][2940/3757] lr: 1.000e-03, eta: 20:53:45, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8063, loss_cls: 1.6915, loss: 1.6915, grad_norm: 4.3371 2021-01-30 10:19:35,905 - mmaction - INFO - Epoch [60][2960/3757] lr: 1.000e-03, eta: 20:53:32, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8016, loss_cls: 1.7533, loss: 1.7533, grad_norm: 4.4457 2021-01-30 10:19:41,191 - mmaction - INFO - Epoch [60][2980/3757] lr: 1.000e-03, eta: 20:53:19, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7192, loss: 1.7192, grad_norm: 4.3135 2021-01-30 10:19:47,270 - mmaction - INFO - Epoch [60][3000/3757] lr: 1.000e-03, eta: 20:53:06, time: 0.304, data_time: 0.004, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7538, loss: 1.7538, grad_norm: 4.4362 2021-01-30 10:19:53,469 - mmaction - INFO - Epoch [60][3020/3757] lr: 1.000e-03, eta: 20:52:54, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8148, loss_cls: 1.7231, loss: 1.7231, grad_norm: 4.3538 2021-01-30 10:19:59,544 - mmaction - INFO - Epoch [60][3040/3757] lr: 1.000e-03, eta: 20:52:41, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7977, loss_cls: 1.7183, loss: 1.7183, grad_norm: 4.2820 2021-01-30 10:20:05,379 - mmaction - INFO - Epoch [60][3060/3757] lr: 1.000e-03, eta: 20:52:29, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8070, loss_cls: 1.7461, loss: 1.7461, grad_norm: 4.4176 2021-01-30 10:20:11,257 - mmaction - INFO - Epoch [60][3080/3757] lr: 1.000e-03, eta: 20:52:16, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7201, loss: 1.7201, grad_norm: 4.3961 2021-01-30 10:20:17,018 - mmaction - INFO - Epoch [60][3100/3757] lr: 1.000e-03, eta: 20:52:03, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8000, loss_cls: 1.7338, loss: 1.7338, grad_norm: 4.2965 2021-01-30 10:20:23,693 - mmaction - INFO - Epoch [60][3120/3757] lr: 1.000e-03, eta: 20:51:51, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7984, loss_cls: 1.7787, loss: 1.7787, grad_norm: 4.3111 2021-01-30 10:20:29,119 - mmaction - INFO - Epoch [60][3140/3757] lr: 1.000e-03, eta: 20:51:38, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7977, loss_cls: 1.7940, loss: 1.7940, grad_norm: 4.4651 2021-01-30 10:20:34,858 - mmaction - INFO - Epoch [60][3160/3757] lr: 1.000e-03, eta: 20:51:25, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.7463, loss: 1.7463, grad_norm: 4.2664 2021-01-30 10:20:40,974 - mmaction - INFO - Epoch [60][3180/3757] lr: 1.000e-03, eta: 20:51:13, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.7236, loss: 1.7236, grad_norm: 4.3971 2021-01-30 10:20:46,190 - mmaction - INFO - Epoch [60][3200/3757] lr: 1.000e-03, eta: 20:51:00, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8297, loss_cls: 1.6114, loss: 1.6114, grad_norm: 4.3807 2021-01-30 10:20:52,460 - mmaction - INFO - Epoch [60][3220/3757] lr: 1.000e-03, eta: 20:50:47, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.7961, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.4586 2021-01-30 10:20:57,756 - mmaction - INFO - Epoch [60][3240/3757] lr: 1.000e-03, eta: 20:50:34, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7930, loss_cls: 1.7661, loss: 1.7661, grad_norm: 4.3774 2021-01-30 10:21:03,711 - mmaction - INFO - Epoch [60][3260/3757] lr: 1.000e-03, eta: 20:50:22, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8023, loss_cls: 1.7855, loss: 1.7855, grad_norm: 4.4346 2021-01-30 10:21:09,672 - mmaction - INFO - Epoch [60][3280/3757] lr: 1.000e-03, eta: 20:50:09, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8016, loss_cls: 1.7257, loss: 1.7257, grad_norm: 4.4337 2021-01-30 10:21:15,480 - mmaction - INFO - Epoch [60][3300/3757] lr: 1.000e-03, eta: 20:49:56, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8219, loss_cls: 1.6621, loss: 1.6621, grad_norm: 4.3563 2021-01-30 10:21:21,171 - mmaction - INFO - Epoch [60][3320/3757] lr: 1.000e-03, eta: 20:49:43, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7812, loss_cls: 1.8359, loss: 1.8359, grad_norm: 4.4683 2021-01-30 10:21:26,504 - mmaction - INFO - Epoch [60][3340/3757] lr: 1.000e-03, eta: 20:49:30, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7930, loss_cls: 1.7752, loss: 1.7752, grad_norm: 4.4238 2021-01-30 10:21:32,341 - mmaction - INFO - Epoch [60][3360/3757] lr: 1.000e-03, eta: 20:49:18, time: 0.292, data_time: 0.000, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7969, loss_cls: 1.7503, loss: 1.7503, grad_norm: 4.4181 2021-01-30 10:21:37,987 - mmaction - INFO - Epoch [60][3380/3757] lr: 1.000e-03, eta: 20:49:05, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8039, loss_cls: 1.6960, loss: 1.6960, grad_norm: 4.3796 2021-01-30 10:21:43,824 - mmaction - INFO - Epoch [60][3400/3757] lr: 1.000e-03, eta: 20:48:52, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8133, loss_cls: 1.6888, loss: 1.6888, grad_norm: 4.3997 2021-01-30 10:21:49,295 - mmaction - INFO - Epoch [60][3420/3757] lr: 1.000e-03, eta: 20:48:39, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8289, loss_cls: 1.6563, loss: 1.6563, grad_norm: 4.3120 2021-01-30 10:21:54,857 - mmaction - INFO - Epoch [60][3440/3757] lr: 1.000e-03, eta: 20:48:26, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7898, loss_cls: 1.7916, loss: 1.7916, grad_norm: 4.3601 2021-01-30 10:22:00,801 - mmaction - INFO - Epoch [60][3460/3757] lr: 1.000e-03, eta: 20:48:14, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.7162, loss: 1.7162, grad_norm: 4.3397 2021-01-30 10:22:06,449 - mmaction - INFO - Epoch [60][3480/3757] lr: 1.000e-03, eta: 20:48:01, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8148, loss_cls: 1.7058, loss: 1.7058, grad_norm: 4.3287 2021-01-30 10:22:12,301 - mmaction - INFO - Epoch [60][3500/3757] lr: 1.000e-03, eta: 20:47:48, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8172, loss_cls: 1.6700, loss: 1.6700, grad_norm: 4.3889 2021-01-30 10:22:17,996 - mmaction - INFO - Epoch [60][3520/3757] lr: 1.000e-03, eta: 20:47:35, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7984, loss_cls: 1.7688, loss: 1.7688, grad_norm: 4.6192 2021-01-30 10:22:23,756 - mmaction - INFO - Epoch [60][3540/3757] lr: 1.000e-03, eta: 20:47:23, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.7189, loss: 1.7189, grad_norm: 4.5070 2021-01-30 10:22:29,368 - mmaction - INFO - Epoch [60][3560/3757] lr: 1.000e-03, eta: 20:47:10, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7875, loss_cls: 1.8389, loss: 1.8389, grad_norm: 4.5630 2021-01-30 10:22:35,333 - mmaction - INFO - Epoch [60][3580/3757] lr: 1.000e-03, eta: 20:46:57, time: 0.298, data_time: 0.006, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.7655, loss: 1.7655, grad_norm: 4.4141 2021-01-30 10:22:41,742 - mmaction - INFO - Epoch [60][3600/3757] lr: 1.000e-03, eta: 20:46:45, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.7352, loss: 1.7352, grad_norm: 4.4055 2021-01-30 10:22:47,428 - mmaction - INFO - Epoch [60][3620/3757] lr: 1.000e-03, eta: 20:46:32, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8039, loss_cls: 1.6745, loss: 1.6745, grad_norm: 4.2775 2021-01-30 10:22:53,127 - mmaction - INFO - Epoch [60][3640/3757] lr: 1.000e-03, eta: 20:46:19, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8000, loss_cls: 1.7941, loss: 1.7941, grad_norm: 4.5050 2021-01-30 10:22:59,141 - mmaction - INFO - Epoch [60][3660/3757] lr: 1.000e-03, eta: 20:46:07, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8203, loss_cls: 1.6445, loss: 1.6445, grad_norm: 4.3740 2021-01-30 10:23:04,686 - mmaction - INFO - Epoch [60][3680/3757] lr: 1.000e-03, eta: 20:45:54, time: 0.276, data_time: 0.000, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7898, loss_cls: 1.8272, loss: 1.8272, grad_norm: 4.5214 2021-01-30 10:23:10,222 - mmaction - INFO - Epoch [60][3700/3757] lr: 1.000e-03, eta: 20:45:41, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7697, loss: 1.7697, grad_norm: 4.4893 2021-01-30 10:23:16,122 - mmaction - INFO - Epoch [60][3720/3757] lr: 1.000e-03, eta: 20:45:28, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8203, loss_cls: 1.6872, loss: 1.6872, grad_norm: 4.3149 2021-01-30 10:23:21,854 - mmaction - INFO - Epoch [60][3740/3757] lr: 1.000e-03, eta: 20:45:16, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8023, loss_cls: 1.7982, loss: 1.7982, grad_norm: 4.5530 2021-01-30 10:23:43,871 - mmaction - INFO - Saving checkpoint at 60 epochs 2021-01-30 10:35:25,994 - mmaction - INFO - Epoch [61][20/3757] lr: 1.000e-03, eta: 20:52:32, time: 35.073, data_time: 34.639, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7969, loss_cls: 1.7973, loss: 1.7973, grad_norm: 4.4388 2021-01-30 10:35:30,250 - mmaction - INFO - Epoch [61][40/3757] lr: 1.000e-03, eta: 20:52:19, time: 0.227, data_time: 0.017, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8094, loss_cls: 1.7437, loss: 1.7437, grad_norm: 4.4134 2021-01-30 10:35:34,380 - mmaction - INFO - Epoch [61][60/3757] lr: 1.000e-03, eta: 20:52:05, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8078, loss_cls: 1.7521, loss: 1.7521, grad_norm: 4.4034 2021-01-30 10:35:38,708 - mmaction - INFO - Epoch [61][80/3757] lr: 1.000e-03, eta: 20:51:51, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8063, loss_cls: 1.6632, loss: 1.6632, grad_norm: 4.2922 2021-01-30 10:35:42,858 - mmaction - INFO - Epoch [61][100/3757] lr: 1.000e-03, eta: 20:51:37, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8070, loss_cls: 1.7089, loss: 1.7089, grad_norm: 4.3732 2021-01-30 10:35:47,088 - mmaction - INFO - Epoch [61][120/3757] lr: 1.000e-03, eta: 20:51:23, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6491, loss: 1.6491, grad_norm: 4.2758 2021-01-30 10:35:51,286 - mmaction - INFO - Epoch [61][140/3757] lr: 1.000e-03, eta: 20:51:09, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8031, loss_cls: 1.7220, loss: 1.7220, grad_norm: 4.4645 2021-01-30 10:35:55,398 - mmaction - INFO - Epoch [61][160/3757] lr: 1.000e-03, eta: 20:50:56, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7906, loss_cls: 1.7883, loss: 1.7883, grad_norm: 4.5602 2021-01-30 10:35:59,754 - mmaction - INFO - Epoch [61][180/3757] lr: 1.000e-03, eta: 20:50:42, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.6958, loss: 1.6958, grad_norm: 4.4092 2021-01-30 10:36:03,891 - mmaction - INFO - Epoch [61][200/3757] lr: 1.000e-03, eta: 20:50:28, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8148, loss_cls: 1.7362, loss: 1.7362, grad_norm: 4.3613 2021-01-30 10:36:08,136 - mmaction - INFO - Epoch [61][220/3757] lr: 1.000e-03, eta: 20:50:14, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.7702, loss: 1.7702, grad_norm: 4.4807 2021-01-30 10:36:12,473 - mmaction - INFO - Epoch [61][240/3757] lr: 1.000e-03, eta: 20:50:00, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8039, loss_cls: 1.7450, loss: 1.7450, grad_norm: 4.3913 2021-01-30 10:36:16,718 - mmaction - INFO - Epoch [61][260/3757] lr: 1.000e-03, eta: 20:49:47, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7977, loss_cls: 1.8072, loss: 1.8072, grad_norm: 4.4783 2021-01-30 10:36:21,204 - mmaction - INFO - Epoch [61][280/3757] lr: 1.000e-03, eta: 20:49:33, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7953, loss_cls: 1.7934, loss: 1.7934, grad_norm: 4.4266 2021-01-30 10:36:25,371 - mmaction - INFO - Epoch [61][300/3757] lr: 1.000e-03, eta: 20:49:19, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8187, loss_cls: 1.6648, loss: 1.6648, grad_norm: 4.4306 2021-01-30 10:36:29,735 - mmaction - INFO - Epoch [61][320/3757] lr: 1.000e-03, eta: 20:49:05, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7953, loss_cls: 1.7846, loss: 1.7846, grad_norm: 4.4596 2021-01-30 10:36:33,964 - mmaction - INFO - Epoch [61][340/3757] lr: 1.000e-03, eta: 20:48:51, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7561, loss: 1.7561, grad_norm: 4.3737 2021-01-30 10:36:38,230 - mmaction - INFO - Epoch [61][360/3757] lr: 1.000e-03, eta: 20:48:38, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8250, loss_cls: 1.6429, loss: 1.6429, grad_norm: 4.3745 2021-01-30 10:36:42,568 - mmaction - INFO - Epoch [61][380/3757] lr: 1.000e-03, eta: 20:48:24, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7914, loss_cls: 1.8366, loss: 1.8366, grad_norm: 4.4792 2021-01-30 10:36:47,046 - mmaction - INFO - Epoch [61][400/3757] lr: 1.000e-03, eta: 20:48:10, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8031, loss_cls: 1.7555, loss: 1.7555, grad_norm: 4.3815 2021-01-30 10:36:51,385 - mmaction - INFO - Epoch [61][420/3757] lr: 1.000e-03, eta: 20:47:56, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6505, loss: 1.6505, grad_norm: 4.3058 2021-01-30 10:36:56,109 - mmaction - INFO - Epoch [61][440/3757] lr: 1.000e-03, eta: 20:47:43, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.6702, loss: 1.6702, grad_norm: 4.3551 2021-01-30 10:37:00,749 - mmaction - INFO - Epoch [61][460/3757] lr: 1.000e-03, eta: 20:47:29, time: 0.232, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6428, loss: 1.6428, grad_norm: 4.3168 2021-01-30 10:37:05,664 - mmaction - INFO - Epoch [61][480/3757] lr: 1.000e-03, eta: 20:47:16, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8187, loss_cls: 1.7114, loss: 1.7114, grad_norm: 4.3502 2021-01-30 10:37:10,131 - mmaction - INFO - Epoch [61][500/3757] lr: 1.000e-03, eta: 20:47:02, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7036, loss: 1.7036, grad_norm: 4.4512 2021-01-30 10:37:14,564 - mmaction - INFO - Epoch [61][520/3757] lr: 1.000e-03, eta: 20:46:49, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8125, loss_cls: 1.6510, loss: 1.6510, grad_norm: 4.2963 2021-01-30 10:37:19,969 - mmaction - INFO - Epoch [61][540/3757] lr: 1.000e-03, eta: 20:46:36, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8172, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.3666 2021-01-30 10:37:24,699 - mmaction - INFO - Epoch [61][560/3757] lr: 1.000e-03, eta: 20:46:22, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8125, loss_cls: 1.7310, loss: 1.7310, grad_norm: 4.4846 2021-01-30 10:37:29,593 - mmaction - INFO - Epoch [61][580/3757] lr: 1.000e-03, eta: 20:46:09, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8031, loss_cls: 1.7399, loss: 1.7399, grad_norm: 4.3489 2021-01-30 10:37:34,044 - mmaction - INFO - Epoch [61][600/3757] lr: 1.000e-03, eta: 20:45:55, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.6598, loss: 1.6598, grad_norm: 4.3568 2021-01-30 10:37:38,968 - mmaction - INFO - Epoch [61][620/3757] lr: 1.000e-03, eta: 20:45:42, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7898, loss_cls: 1.7723, loss: 1.7723, grad_norm: 4.4445 2021-01-30 10:37:43,699 - mmaction - INFO - Epoch [61][640/3757] lr: 1.000e-03, eta: 20:45:28, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8141, loss_cls: 1.6975, loss: 1.6975, grad_norm: 4.3571 2021-01-30 10:37:48,402 - mmaction - INFO - Epoch [61][660/3757] lr: 1.000e-03, eta: 20:45:15, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8117, loss_cls: 1.7165, loss: 1.7165, grad_norm: 4.4891 2021-01-30 10:37:54,216 - mmaction - INFO - Epoch [61][680/3757] lr: 1.000e-03, eta: 20:45:02, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.7453, loss: 1.7453, grad_norm: 4.3993 2021-01-30 10:37:59,923 - mmaction - INFO - Epoch [61][700/3757] lr: 1.000e-03, eta: 20:44:49, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8039, loss_cls: 1.7648, loss: 1.7648, grad_norm: 4.4554 2021-01-30 10:38:04,518 - mmaction - INFO - Epoch [61][720/3757] lr: 1.000e-03, eta: 20:44:36, time: 0.230, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8000, loss_cls: 1.7748, loss: 1.7748, grad_norm: 4.5305 2021-01-30 10:38:10,407 - mmaction - INFO - Epoch [61][740/3757] lr: 1.000e-03, eta: 20:44:23, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7906, loss_cls: 1.7340, loss: 1.7340, grad_norm: 4.4015 2021-01-30 10:38:15,157 - mmaction - INFO - Epoch [61][760/3757] lr: 1.000e-03, eta: 20:44:10, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.5912, loss: 1.5912, grad_norm: 4.2655 2021-01-30 10:38:20,844 - mmaction - INFO - Epoch [61][780/3757] lr: 1.000e-03, eta: 20:43:57, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8078, loss_cls: 1.7169, loss: 1.7169, grad_norm: 4.4552 2021-01-30 10:38:26,765 - mmaction - INFO - Epoch [61][800/3757] lr: 1.000e-03, eta: 20:43:44, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8023, loss_cls: 1.7824, loss: 1.7824, grad_norm: 4.3756 2021-01-30 10:38:32,097 - mmaction - INFO - Epoch [61][820/3757] lr: 1.000e-03, eta: 20:43:31, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.6286, loss: 1.6286, grad_norm: 4.3763 2021-01-30 10:38:37,898 - mmaction - INFO - Epoch [61][840/3757] lr: 1.000e-03, eta: 20:43:18, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.3831 2021-01-30 10:38:42,985 - mmaction - INFO - Epoch [61][860/3757] lr: 1.000e-03, eta: 20:43:05, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8234, loss_cls: 1.6126, loss: 1.6126, grad_norm: 4.3111 2021-01-30 10:38:48,225 - mmaction - INFO - Epoch [61][880/3757] lr: 1.000e-03, eta: 20:42:52, time: 0.262, data_time: 0.004, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8141, loss_cls: 1.6287, loss: 1.6287, grad_norm: 4.3400 2021-01-30 10:38:53,807 - mmaction - INFO - Epoch [61][900/3757] lr: 1.000e-03, eta: 20:42:39, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7961, loss_cls: 1.8282, loss: 1.8282, grad_norm: 4.6570 2021-01-30 10:38:59,516 - mmaction - INFO - Epoch [61][920/3757] lr: 1.000e-03, eta: 20:42:26, time: 0.286, data_time: 0.005, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8234, loss_cls: 1.6811, loss: 1.6811, grad_norm: 4.3565 2021-01-30 10:39:04,959 - mmaction - INFO - Epoch [61][940/3757] lr: 1.000e-03, eta: 20:42:13, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7984, loss_cls: 1.7311, loss: 1.7311, grad_norm: 4.3911 2021-01-30 10:39:10,052 - mmaction - INFO - Epoch [61][960/3757] lr: 1.000e-03, eta: 20:42:00, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.7092, loss: 1.7092, grad_norm: 4.3696 2021-01-30 10:39:15,699 - mmaction - INFO - Epoch [61][980/3757] lr: 1.000e-03, eta: 20:41:47, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.7364, loss: 1.7364, grad_norm: 4.3854 2021-01-30 10:39:21,787 - mmaction - INFO - Epoch [61][1000/3757] lr: 1.000e-03, eta: 20:41:35, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8187, loss_cls: 1.6520, loss: 1.6520, grad_norm: 4.4037 2021-01-30 10:39:27,284 - mmaction - INFO - Epoch [61][1020/3757] lr: 1.000e-03, eta: 20:41:22, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8141, loss_cls: 1.6491, loss: 1.6491, grad_norm: 4.3758 2021-01-30 10:39:33,442 - mmaction - INFO - Epoch [61][1040/3757] lr: 1.000e-03, eta: 20:41:09, time: 0.308, data_time: 0.005, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7859, loss_cls: 1.7554, loss: 1.7554, grad_norm: 4.3728 2021-01-30 10:39:38,879 - mmaction - INFO - Epoch [61][1060/3757] lr: 1.000e-03, eta: 20:40:56, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6520, loss: 1.6520, grad_norm: 4.2972 2021-01-30 10:39:44,556 - mmaction - INFO - Epoch [61][1080/3757] lr: 1.000e-03, eta: 20:40:44, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8086, loss_cls: 1.7190, loss: 1.7190, grad_norm: 4.3475 2021-01-30 10:39:50,015 - mmaction - INFO - Epoch [61][1100/3757] lr: 1.000e-03, eta: 20:40:31, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8094, loss_cls: 1.6969, loss: 1.6969, grad_norm: 4.4554 2021-01-30 10:39:55,841 - mmaction - INFO - Epoch [61][1120/3757] lr: 1.000e-03, eta: 20:40:18, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8055, loss_cls: 1.7180, loss: 1.7180, grad_norm: 4.4557 2021-01-30 10:40:01,457 - mmaction - INFO - Epoch [61][1140/3757] lr: 1.000e-03, eta: 20:40:05, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8039, loss_cls: 1.7417, loss: 1.7417, grad_norm: 4.3997 2021-01-30 10:40:07,641 - mmaction - INFO - Epoch [61][1160/3757] lr: 1.000e-03, eta: 20:39:53, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7984, loss_cls: 1.7594, loss: 1.7594, grad_norm: 4.5580 2021-01-30 10:40:13,379 - mmaction - INFO - Epoch [61][1180/3757] lr: 1.000e-03, eta: 20:39:40, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8227, loss_cls: 1.6660, loss: 1.6660, grad_norm: 4.4346 2021-01-30 10:40:18,811 - mmaction - INFO - Epoch [61][1200/3757] lr: 1.000e-03, eta: 20:39:27, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8039, loss_cls: 1.7241, loss: 1.7241, grad_norm: 4.4926 2021-01-30 10:40:24,358 - mmaction - INFO - Epoch [61][1220/3757] lr: 1.000e-03, eta: 20:39:14, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.6991, loss: 1.6991, grad_norm: 4.3924 2021-01-30 10:40:30,633 - mmaction - INFO - Epoch [61][1240/3757] lr: 1.000e-03, eta: 20:39:02, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8187, loss_cls: 1.5899, loss: 1.5899, grad_norm: 4.2142 2021-01-30 10:40:36,390 - mmaction - INFO - Epoch [61][1260/3757] lr: 1.000e-03, eta: 20:38:49, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8125, loss_cls: 1.6515, loss: 1.6515, grad_norm: 4.3060 2021-01-30 10:40:41,332 - mmaction - INFO - Epoch [61][1280/3757] lr: 1.000e-03, eta: 20:38:35, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7977, loss_cls: 1.8170, loss: 1.8170, grad_norm: 4.5349 2021-01-30 10:40:47,469 - mmaction - INFO - Epoch [61][1300/3757] lr: 1.000e-03, eta: 20:38:23, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.6964, loss: 1.6964, grad_norm: 4.4161 2021-01-30 10:40:53,121 - mmaction - INFO - Epoch [61][1320/3757] lr: 1.000e-03, eta: 20:38:10, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.6534, loss: 1.6534, grad_norm: 4.3242 2021-01-30 10:40:58,994 - mmaction - INFO - Epoch [61][1340/3757] lr: 1.000e-03, eta: 20:37:58, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8117, loss_cls: 1.7029, loss: 1.7029, grad_norm: 4.4532 2021-01-30 10:41:05,091 - mmaction - INFO - Epoch [61][1360/3757] lr: 1.000e-03, eta: 20:37:45, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8102, loss_cls: 1.6484, loss: 1.6484, grad_norm: 4.2940 2021-01-30 10:41:10,548 - mmaction - INFO - Epoch [61][1380/3757] lr: 1.000e-03, eta: 20:37:32, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.7038, loss: 1.7038, grad_norm: 4.3577 2021-01-30 10:41:16,644 - mmaction - INFO - Epoch [61][1400/3757] lr: 1.000e-03, eta: 20:37:20, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.6495, loss: 1.6495, grad_norm: 4.4135 2021-01-30 10:41:22,465 - mmaction - INFO - Epoch [61][1420/3757] lr: 1.000e-03, eta: 20:37:07, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6259, loss: 1.6259, grad_norm: 4.3284 2021-01-30 10:41:28,065 - mmaction - INFO - Epoch [61][1440/3757] lr: 1.000e-03, eta: 20:36:54, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7953, loss_cls: 1.7294, loss: 1.7294, grad_norm: 4.4473 2021-01-30 10:41:33,998 - mmaction - INFO - Epoch [61][1460/3757] lr: 1.000e-03, eta: 20:36:41, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8008, loss_cls: 1.7554, loss: 1.7554, grad_norm: 4.4925 2021-01-30 10:41:39,532 - mmaction - INFO - Epoch [61][1480/3757] lr: 1.000e-03, eta: 20:36:28, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5547, top5_acc: 0.7906, loss_cls: 1.7957, loss: 1.7957, grad_norm: 4.4655 2021-01-30 10:41:45,956 - mmaction - INFO - Epoch [61][1500/3757] lr: 1.000e-03, eta: 20:36:16, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8008, loss_cls: 1.7104, loss: 1.7104, grad_norm: 4.3944 2021-01-30 10:41:51,080 - mmaction - INFO - Epoch [61][1520/3757] lr: 1.000e-03, eta: 20:36:03, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.8313, loss: 1.8313, grad_norm: 4.4057 2021-01-30 10:41:57,142 - mmaction - INFO - Epoch [61][1540/3757] lr: 1.000e-03, eta: 20:35:50, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7766, loss_cls: 1.8147, loss: 1.8147, grad_norm: 4.3410 2021-01-30 10:42:03,422 - mmaction - INFO - Epoch [61][1560/3757] lr: 1.000e-03, eta: 20:35:38, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7891, loss_cls: 1.7688, loss: 1.7688, grad_norm: 4.4153 2021-01-30 10:42:09,238 - mmaction - INFO - Epoch [61][1580/3757] lr: 1.000e-03, eta: 20:35:25, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7883, loss_cls: 1.8168, loss: 1.8168, grad_norm: 4.3318 2021-01-30 10:42:15,600 - mmaction - INFO - Epoch [61][1600/3757] lr: 1.000e-03, eta: 20:35:13, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.7146, loss: 1.7146, grad_norm: 4.3038 2021-01-30 10:42:20,742 - mmaction - INFO - Epoch [61][1620/3757] lr: 1.000e-03, eta: 20:35:00, time: 0.257, data_time: 0.003, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7419, loss: 1.7419, grad_norm: 4.4461 2021-01-30 10:42:26,781 - mmaction - INFO - Epoch [61][1640/3757] lr: 1.000e-03, eta: 20:34:47, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7891, loss_cls: 1.8242, loss: 1.8242, grad_norm: 4.4547 2021-01-30 10:42:32,820 - mmaction - INFO - Epoch [61][1660/3757] lr: 1.000e-03, eta: 20:34:35, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7828, loss_cls: 1.8423, loss: 1.8423, grad_norm: 4.4593 2021-01-30 10:42:38,586 - mmaction - INFO - Epoch [61][1680/3757] lr: 1.000e-03, eta: 20:34:22, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7953, loss_cls: 1.7773, loss: 1.7773, grad_norm: 4.4598 2021-01-30 10:42:44,305 - mmaction - INFO - Epoch [61][1700/3757] lr: 1.000e-03, eta: 20:34:09, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8328, loss_cls: 1.6200, loss: 1.6200, grad_norm: 4.3352 2021-01-30 10:42:49,578 - mmaction - INFO - Epoch [61][1720/3757] lr: 1.000e-03, eta: 20:33:56, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7937, loss_cls: 1.8262, loss: 1.8262, grad_norm: 4.5509 2021-01-30 10:42:55,322 - mmaction - INFO - Epoch [61][1740/3757] lr: 1.000e-03, eta: 20:33:44, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8211, loss_cls: 1.6412, loss: 1.6412, grad_norm: 4.4214 2021-01-30 10:43:01,311 - mmaction - INFO - Epoch [61][1760/3757] lr: 1.000e-03, eta: 20:33:31, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.7828, loss: 1.7828, grad_norm: 4.4546 2021-01-30 10:43:07,733 - mmaction - INFO - Epoch [61][1780/3757] lr: 1.000e-03, eta: 20:33:19, time: 0.321, data_time: 0.003, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.6853, loss: 1.6853, grad_norm: 4.4242 2021-01-30 10:43:12,883 - mmaction - INFO - Epoch [61][1800/3757] lr: 1.000e-03, eta: 20:33:06, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.7891, loss_cls: 1.7902, loss: 1.7902, grad_norm: 4.3278 2021-01-30 10:43:18,886 - mmaction - INFO - Epoch [61][1820/3757] lr: 1.000e-03, eta: 20:32:53, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8313, loss_cls: 1.5981, loss: 1.5981, grad_norm: 4.2896 2021-01-30 10:43:25,217 - mmaction - INFO - Epoch [61][1840/3757] lr: 1.000e-03, eta: 20:32:41, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8031, loss_cls: 1.8011, loss: 1.8011, grad_norm: 4.5467 2021-01-30 10:43:31,373 - mmaction - INFO - Epoch [61][1860/3757] lr: 1.000e-03, eta: 20:32:28, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8125, loss_cls: 1.6795, loss: 1.6795, grad_norm: 4.3416 2021-01-30 10:43:36,957 - mmaction - INFO - Epoch [61][1880/3757] lr: 1.000e-03, eta: 20:32:16, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.7728, loss: 1.7728, grad_norm: 4.3906 2021-01-30 10:43:43,075 - mmaction - INFO - Epoch [61][1900/3757] lr: 1.000e-03, eta: 20:32:03, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7922, loss_cls: 1.8583, loss: 1.8583, grad_norm: 4.5338 2021-01-30 10:43:48,529 - mmaction - INFO - Epoch [61][1920/3757] lr: 1.000e-03, eta: 20:31:50, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7922, loss_cls: 1.8291, loss: 1.8291, grad_norm: 4.5464 2021-01-30 10:43:54,152 - mmaction - INFO - Epoch [61][1940/3757] lr: 1.000e-03, eta: 20:31:37, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.3926 2021-01-30 10:44:00,305 - mmaction - INFO - Epoch [61][1960/3757] lr: 1.000e-03, eta: 20:31:25, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8070, loss_cls: 1.7134, loss: 1.7134, grad_norm: 4.3733 2021-01-30 10:44:06,731 - mmaction - INFO - Epoch [61][1980/3757] lr: 1.000e-03, eta: 20:31:13, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.6975, loss: 1.6975, grad_norm: 4.3789 2021-01-30 10:44:12,242 - mmaction - INFO - Epoch [61][2000/3757] lr: 1.000e-03, eta: 20:31:00, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8047, loss_cls: 1.7452, loss: 1.7452, grad_norm: 4.4457 2021-01-30 10:44:17,886 - mmaction - INFO - Epoch [61][2020/3757] lr: 1.000e-03, eta: 20:30:47, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8234, loss_cls: 1.6435, loss: 1.6435, grad_norm: 4.3888 2021-01-30 10:44:23,632 - mmaction - INFO - Epoch [61][2040/3757] lr: 1.000e-03, eta: 20:30:34, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7883, loss_cls: 1.7917, loss: 1.7917, grad_norm: 4.5191 2021-01-30 10:44:29,822 - mmaction - INFO - Epoch [61][2060/3757] lr: 1.000e-03, eta: 20:30:22, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7112, loss: 1.7112, grad_norm: 4.4030 2021-01-30 10:44:35,311 - mmaction - INFO - Epoch [61][2080/3757] lr: 1.000e-03, eta: 20:30:09, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8211, loss_cls: 1.7030, loss: 1.7030, grad_norm: 4.4189 2021-01-30 10:44:40,942 - mmaction - INFO - Epoch [61][2100/3757] lr: 1.000e-03, eta: 20:29:56, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7961, loss_cls: 1.7934, loss: 1.7934, grad_norm: 4.4426 2021-01-30 10:44:46,660 - mmaction - INFO - Epoch [61][2120/3757] lr: 1.000e-03, eta: 20:29:43, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7689, loss: 1.7689, grad_norm: 4.5453 2021-01-30 10:44:52,437 - mmaction - INFO - Epoch [61][2140/3757] lr: 1.000e-03, eta: 20:29:31, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7945, loss_cls: 1.7780, loss: 1.7780, grad_norm: 4.4621 2021-01-30 10:44:58,580 - mmaction - INFO - Epoch [61][2160/3757] lr: 1.000e-03, eta: 20:29:18, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8023, loss_cls: 1.7286, loss: 1.7286, grad_norm: 4.3719 2021-01-30 10:45:04,864 - mmaction - INFO - Epoch [61][2180/3757] lr: 1.000e-03, eta: 20:29:06, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7945, loss_cls: 1.7721, loss: 1.7721, grad_norm: 4.3926 2021-01-30 10:45:11,063 - mmaction - INFO - Epoch [61][2200/3757] lr: 1.000e-03, eta: 20:28:54, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8016, loss_cls: 1.7715, loss: 1.7715, grad_norm: 4.4579 2021-01-30 10:45:16,491 - mmaction - INFO - Epoch [61][2220/3757] lr: 1.000e-03, eta: 20:28:41, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8117, loss_cls: 1.7413, loss: 1.7413, grad_norm: 4.3716 2021-01-30 10:45:23,245 - mmaction - INFO - Epoch [61][2240/3757] lr: 1.000e-03, eta: 20:28:29, time: 0.338, data_time: 0.002, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7867, loss_cls: 1.8526, loss: 1.8526, grad_norm: 4.5193 2021-01-30 10:45:29,095 - mmaction - INFO - Epoch [61][2260/3757] lr: 1.000e-03, eta: 20:28:16, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7584, loss: 1.7584, grad_norm: 4.3889 2021-01-30 10:45:35,297 - mmaction - INFO - Epoch [61][2280/3757] lr: 1.000e-03, eta: 20:28:04, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8102, loss_cls: 1.7785, loss: 1.7785, grad_norm: 4.4208 2021-01-30 10:45:41,044 - mmaction - INFO - Epoch [61][2300/3757] lr: 1.000e-03, eta: 20:27:51, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8250, loss_cls: 1.6320, loss: 1.6320, grad_norm: 4.4607 2021-01-30 10:45:46,931 - mmaction - INFO - Epoch [61][2320/3757] lr: 1.000e-03, eta: 20:27:38, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6185, loss: 1.6185, grad_norm: 4.3642 2021-01-30 10:45:52,726 - mmaction - INFO - Epoch [61][2340/3757] lr: 1.000e-03, eta: 20:27:26, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8016, loss_cls: 1.7312, loss: 1.7312, grad_norm: 4.5784 2021-01-30 10:45:58,452 - mmaction - INFO - Epoch [61][2360/3757] lr: 1.000e-03, eta: 20:27:13, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8023, loss_cls: 1.6747, loss: 1.6747, grad_norm: 4.5082 2021-01-30 10:46:04,739 - mmaction - INFO - Epoch [61][2380/3757] lr: 1.000e-03, eta: 20:27:01, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8023, loss_cls: 1.7583, loss: 1.7583, grad_norm: 4.3744 2021-01-30 10:46:11,152 - mmaction - INFO - Epoch [61][2400/3757] lr: 1.000e-03, eta: 20:26:48, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.7554, loss: 1.7554, grad_norm: 4.4236 2021-01-30 10:46:16,567 - mmaction - INFO - Epoch [61][2420/3757] lr: 1.000e-03, eta: 20:26:35, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8242, loss_cls: 1.6699, loss: 1.6699, grad_norm: 4.3824 2021-01-30 10:46:22,209 - mmaction - INFO - Epoch [61][2440/3757] lr: 1.000e-03, eta: 20:26:23, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.7495, loss: 1.7495, grad_norm: 4.3895 2021-01-30 10:46:28,168 - mmaction - INFO - Epoch [61][2460/3757] lr: 1.000e-03, eta: 20:26:10, time: 0.298, data_time: 0.005, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8055, loss_cls: 1.6933, loss: 1.6933, grad_norm: 4.2879 2021-01-30 10:46:34,202 - mmaction - INFO - Epoch [61][2480/3757] lr: 1.000e-03, eta: 20:25:58, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8070, loss_cls: 1.7112, loss: 1.7112, grad_norm: 4.4270 2021-01-30 10:46:40,417 - mmaction - INFO - Epoch [61][2500/3757] lr: 1.000e-03, eta: 20:25:45, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8141, loss_cls: 1.7176, loss: 1.7176, grad_norm: 4.4529 2021-01-30 10:46:46,266 - mmaction - INFO - Epoch [61][2520/3757] lr: 1.000e-03, eta: 20:25:33, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.6935, loss: 1.6935, grad_norm: 4.4262 2021-01-30 10:46:51,748 - mmaction - INFO - Epoch [61][2540/3757] lr: 1.000e-03, eta: 20:25:20, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8156, loss_cls: 1.6576, loss: 1.6576, grad_norm: 4.3381 2021-01-30 10:46:57,810 - mmaction - INFO - Epoch [61][2560/3757] lr: 1.000e-03, eta: 20:25:07, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.5217 2021-01-30 10:47:04,044 - mmaction - INFO - Epoch [61][2580/3757] lr: 1.000e-03, eta: 20:24:55, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8117, loss_cls: 1.7094, loss: 1.7094, grad_norm: 4.3897 2021-01-30 10:47:10,078 - mmaction - INFO - Epoch [61][2600/3757] lr: 1.000e-03, eta: 20:24:42, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8055, loss_cls: 1.7570, loss: 1.7570, grad_norm: 4.4874 2021-01-30 10:47:15,889 - mmaction - INFO - Epoch [61][2620/3757] lr: 1.000e-03, eta: 20:24:30, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7408, loss: 1.7408, grad_norm: 4.3977 2021-01-30 10:47:22,024 - mmaction - INFO - Epoch [61][2640/3757] lr: 1.000e-03, eta: 20:24:17, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7930, loss_cls: 1.8071, loss: 1.8071, grad_norm: 4.4733 2021-01-30 10:47:28,049 - mmaction - INFO - Epoch [61][2660/3757] lr: 1.000e-03, eta: 20:24:05, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6520, loss: 1.6520, grad_norm: 4.1870 2021-01-30 10:47:33,578 - mmaction - INFO - Epoch [61][2680/3757] lr: 1.000e-03, eta: 20:23:52, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7213, loss: 1.7213, grad_norm: 4.3622 2021-01-30 10:47:39,462 - mmaction - INFO - Epoch [61][2700/3757] lr: 1.000e-03, eta: 20:23:40, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.7097, loss: 1.7097, grad_norm: 4.4006 2021-01-30 10:47:45,912 - mmaction - INFO - Epoch [61][2720/3757] lr: 1.000e-03, eta: 20:23:27, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8187, loss_cls: 1.6814, loss: 1.6814, grad_norm: 4.4689 2021-01-30 10:47:51,682 - mmaction - INFO - Epoch [61][2740/3757] lr: 1.000e-03, eta: 20:23:15, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8227, loss_cls: 1.7123, loss: 1.7123, grad_norm: 4.5074 2021-01-30 10:47:57,385 - mmaction - INFO - Epoch [61][2760/3757] lr: 1.000e-03, eta: 20:23:02, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7744, loss: 1.7744, grad_norm: 4.5034 2021-01-30 10:48:03,441 - mmaction - INFO - Epoch [61][2780/3757] lr: 1.000e-03, eta: 20:22:50, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7969, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.3462 2021-01-30 10:48:08,796 - mmaction - INFO - Epoch [61][2800/3757] lr: 1.000e-03, eta: 20:22:37, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8016, loss_cls: 1.6956, loss: 1.6956, grad_norm: 4.3227 2021-01-30 10:48:14,817 - mmaction - INFO - Epoch [61][2820/3757] lr: 1.000e-03, eta: 20:22:24, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.8016, loss_cls: 1.7684, loss: 1.7684, grad_norm: 4.4258 2021-01-30 10:48:20,515 - mmaction - INFO - Epoch [61][2840/3757] lr: 1.000e-03, eta: 20:22:11, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.7424, loss: 1.7424, grad_norm: 4.5119 2021-01-30 10:48:26,525 - mmaction - INFO - Epoch [61][2860/3757] lr: 1.000e-03, eta: 20:21:59, time: 0.301, data_time: 0.004, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8055, loss_cls: 1.7124, loss: 1.7124, grad_norm: 4.4005 2021-01-30 10:48:32,444 - mmaction - INFO - Epoch [61][2880/3757] lr: 1.000e-03, eta: 20:21:46, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.6410, loss: 1.6410, grad_norm: 4.2964 2021-01-30 10:48:38,439 - mmaction - INFO - Epoch [61][2900/3757] lr: 1.000e-03, eta: 20:21:34, time: 0.300, data_time: 0.006, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.6292, loss: 1.6292, grad_norm: 4.4477 2021-01-30 10:48:44,642 - mmaction - INFO - Epoch [61][2920/3757] lr: 1.000e-03, eta: 20:21:22, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7852, loss_cls: 1.8041, loss: 1.8041, grad_norm: 4.5024 2021-01-30 10:48:51,581 - mmaction - INFO - Epoch [61][2940/3757] lr: 1.000e-03, eta: 20:21:10, time: 0.347, data_time: 0.005, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8031, loss_cls: 1.7380, loss: 1.7380, grad_norm: 4.4913 2021-01-30 10:48:56,811 - mmaction - INFO - Epoch [61][2960/3757] lr: 1.000e-03, eta: 20:20:57, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.6315, loss: 1.6315, grad_norm: 4.3489 2021-01-30 10:49:02,499 - mmaction - INFO - Epoch [61][2980/3757] lr: 1.000e-03, eta: 20:20:44, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8164, loss_cls: 1.6746, loss: 1.6746, grad_norm: 4.3548 2021-01-30 10:49:08,510 - mmaction - INFO - Epoch [61][3000/3757] lr: 1.000e-03, eta: 20:20:31, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8023, loss_cls: 1.7138, loss: 1.7138, grad_norm: 4.4687 2021-01-30 10:49:14,438 - mmaction - INFO - Epoch [61][3020/3757] lr: 1.000e-03, eta: 20:20:19, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7984, loss_cls: 1.7260, loss: 1.7260, grad_norm: 4.4583 2021-01-30 10:49:20,615 - mmaction - INFO - Epoch [61][3040/3757] lr: 1.000e-03, eta: 20:20:07, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7812, loss_cls: 1.8334, loss: 1.8334, grad_norm: 4.5604 2021-01-30 10:49:26,186 - mmaction - INFO - Epoch [61][3060/3757] lr: 1.000e-03, eta: 20:19:54, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.6595, loss: 1.6595, grad_norm: 4.3127 2021-01-30 10:49:31,744 - mmaction - INFO - Epoch [61][3080/3757] lr: 1.000e-03, eta: 20:19:41, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7875, loss_cls: 1.7723, loss: 1.7723, grad_norm: 4.3908 2021-01-30 10:49:37,396 - mmaction - INFO - Epoch [61][3100/3757] lr: 1.000e-03, eta: 20:19:28, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8070, loss_cls: 1.7353, loss: 1.7353, grad_norm: 4.4162 2021-01-30 10:49:43,783 - mmaction - INFO - Epoch [61][3120/3757] lr: 1.000e-03, eta: 20:19:16, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.6951, loss: 1.6951, grad_norm: 4.4246 2021-01-30 10:49:48,877 - mmaction - INFO - Epoch [61][3140/3757] lr: 1.000e-03, eta: 20:19:03, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8180, loss_cls: 1.6950, loss: 1.6950, grad_norm: 4.3176 2021-01-30 10:49:55,065 - mmaction - INFO - Epoch [61][3160/3757] lr: 1.000e-03, eta: 20:18:51, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7992, loss_cls: 1.7670, loss: 1.7670, grad_norm: 4.4977 2021-01-30 10:50:01,824 - mmaction - INFO - Epoch [61][3180/3757] lr: 1.000e-03, eta: 20:18:39, time: 0.338, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8070, loss_cls: 1.7205, loss: 1.7205, grad_norm: 4.4497 2021-01-30 10:50:07,906 - mmaction - INFO - Epoch [61][3200/3757] lr: 1.000e-03, eta: 20:18:26, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7906, loss_cls: 1.8162, loss: 1.8162, grad_norm: 4.5814 2021-01-30 10:50:13,713 - mmaction - INFO - Epoch [61][3220/3757] lr: 1.000e-03, eta: 20:18:14, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8211, loss_cls: 1.6475, loss: 1.6475, grad_norm: 4.3417 2021-01-30 10:50:19,289 - mmaction - INFO - Epoch [61][3240/3757] lr: 1.000e-03, eta: 20:18:01, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.6511, loss: 1.6511, grad_norm: 4.3700 2021-01-30 10:50:25,318 - mmaction - INFO - Epoch [61][3260/3757] lr: 1.000e-03, eta: 20:17:48, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8133, loss_cls: 1.6790, loss: 1.6790, grad_norm: 4.4602 2021-01-30 10:50:31,447 - mmaction - INFO - Epoch [61][3280/3757] lr: 1.000e-03, eta: 20:17:36, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7844, loss_cls: 1.7794, loss: 1.7794, grad_norm: 4.4639 2021-01-30 10:50:37,209 - mmaction - INFO - Epoch [61][3300/3757] lr: 1.000e-03, eta: 20:17:23, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7930, loss_cls: 1.8254, loss: 1.8254, grad_norm: 4.4895 2021-01-30 10:50:42,604 - mmaction - INFO - Epoch [61][3320/3757] lr: 1.000e-03, eta: 20:17:11, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7805, loss_cls: 1.8480, loss: 1.8480, grad_norm: 4.4833 2021-01-30 10:50:48,616 - mmaction - INFO - Epoch [61][3340/3757] lr: 1.000e-03, eta: 20:16:58, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8102, loss_cls: 1.7080, loss: 1.7080, grad_norm: 4.4170 2021-01-30 10:50:54,979 - mmaction - INFO - Epoch [61][3360/3757] lr: 1.000e-03, eta: 20:16:46, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.7343, loss: 1.7343, grad_norm: 4.4682 2021-01-30 10:51:00,373 - mmaction - INFO - Epoch [61][3380/3757] lr: 1.000e-03, eta: 20:16:33, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.7699, loss: 1.7699, grad_norm: 4.4961 2021-01-30 10:51:06,215 - mmaction - INFO - Epoch [61][3400/3757] lr: 1.000e-03, eta: 20:16:20, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7781, loss_cls: 1.8396, loss: 1.8396, grad_norm: 4.4011 2021-01-30 10:51:12,082 - mmaction - INFO - Epoch [61][3420/3757] lr: 1.000e-03, eta: 20:16:08, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.6159, loss: 1.6159, grad_norm: 4.2360 2021-01-30 10:51:18,214 - mmaction - INFO - Epoch [61][3440/3757] lr: 1.000e-03, eta: 20:15:56, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8164, loss_cls: 1.7011, loss: 1.7011, grad_norm: 4.4322 2021-01-30 10:51:24,456 - mmaction - INFO - Epoch [61][3460/3757] lr: 1.000e-03, eta: 20:15:43, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7984, loss_cls: 1.7625, loss: 1.7625, grad_norm: 4.4072 2021-01-30 10:51:29,832 - mmaction - INFO - Epoch [61][3480/3757] lr: 1.000e-03, eta: 20:15:30, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7836, loss_cls: 1.8680, loss: 1.8680, grad_norm: 4.5675 2021-01-30 10:51:35,197 - mmaction - INFO - Epoch [61][3500/3757] lr: 1.000e-03, eta: 20:15:17, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.8039, loss_cls: 1.8283, loss: 1.8283, grad_norm: 4.4706 2021-01-30 10:51:41,106 - mmaction - INFO - Epoch [61][3520/3757] lr: 1.000e-03, eta: 20:15:05, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.6898, loss: 1.6898, grad_norm: 4.2324 2021-01-30 10:51:47,341 - mmaction - INFO - Epoch [61][3540/3757] lr: 1.000e-03, eta: 20:14:53, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7961, loss_cls: 1.7927, loss: 1.7927, grad_norm: 4.4721 2021-01-30 10:51:53,196 - mmaction - INFO - Epoch [61][3560/3757] lr: 1.000e-03, eta: 20:14:40, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7977, loss_cls: 1.7469, loss: 1.7469, grad_norm: 4.3981 2021-01-30 10:51:59,986 - mmaction - INFO - Epoch [61][3580/3757] lr: 1.000e-03, eta: 20:14:28, time: 0.340, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7859, loss_cls: 1.7757, loss: 1.7757, grad_norm: 4.4791 2021-01-30 10:52:06,236 - mmaction - INFO - Epoch [61][3600/3757] lr: 1.000e-03, eta: 20:14:16, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7035, loss: 1.7035, grad_norm: 4.3669 2021-01-30 10:52:12,052 - mmaction - INFO - Epoch [61][3620/3757] lr: 1.000e-03, eta: 20:14:03, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7984, loss_cls: 1.7559, loss: 1.7559, grad_norm: 4.5113 2021-01-30 10:52:18,116 - mmaction - INFO - Epoch [61][3640/3757] lr: 1.000e-03, eta: 20:13:51, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.6667, loss: 1.6667, grad_norm: 4.4979 2021-01-30 10:52:23,855 - mmaction - INFO - Epoch [61][3660/3757] lr: 1.000e-03, eta: 20:13:38, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8094, loss_cls: 1.6527, loss: 1.6527, grad_norm: 4.4161 2021-01-30 10:52:29,213 - mmaction - INFO - Epoch [61][3680/3757] lr: 1.000e-03, eta: 20:13:25, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8133, loss_cls: 1.6863, loss: 1.6863, grad_norm: 4.4543 2021-01-30 10:52:34,975 - mmaction - INFO - Epoch [61][3700/3757] lr: 1.000e-03, eta: 20:13:13, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8063, loss_cls: 1.7352, loss: 1.7352, grad_norm: 4.5560 2021-01-30 10:52:41,554 - mmaction - INFO - Epoch [61][3720/3757] lr: 1.000e-03, eta: 20:13:01, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.7205, loss: 1.7205, grad_norm: 4.4252 2021-01-30 10:52:47,033 - mmaction - INFO - Epoch [61][3740/3757] lr: 1.000e-03, eta: 20:12:48, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.6795, loss: 1.6795, grad_norm: 4.4306 2021-01-30 10:53:08,228 - mmaction - INFO - Saving checkpoint at 61 epochs 2021-01-30 11:04:47,532 - mmaction - INFO - Epoch [62][20/3757] lr: 1.000e-03, eta: 20:19:45, time: 34.943, data_time: 34.543, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8000, loss_cls: 1.6849, loss: 1.6849, grad_norm: 4.3737 2021-01-30 11:04:51,709 - mmaction - INFO - Epoch [62][40/3757] lr: 1.000e-03, eta: 20:19:31, time: 0.217, data_time: 0.011, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.6140, loss: 1.6140, grad_norm: 4.3182 2021-01-30 11:04:55,791 - mmaction - INFO - Epoch [62][60/3757] lr: 1.000e-03, eta: 20:19:17, time: 0.204, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.8466, loss: 1.8466, grad_norm: 4.5682 2021-01-30 11:04:59,988 - mmaction - INFO - Epoch [62][80/3757] lr: 1.000e-03, eta: 20:19:03, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8195, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.3420 2021-01-30 11:05:04,268 - mmaction - INFO - Epoch [62][100/3757] lr: 1.000e-03, eta: 20:18:50, time: 0.214, data_time: 0.005, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8094, loss_cls: 1.7889, loss: 1.7889, grad_norm: 4.5433 2021-01-30 11:05:08,476 - mmaction - INFO - Epoch [62][120/3757] lr: 1.000e-03, eta: 20:18:36, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7241, loss: 1.7241, grad_norm: 4.3924 2021-01-30 11:05:12,746 - mmaction - INFO - Epoch [62][140/3757] lr: 1.000e-03, eta: 20:18:23, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7922, loss_cls: 1.7374, loss: 1.7374, grad_norm: 4.3946 2021-01-30 11:05:16,861 - mmaction - INFO - Epoch [62][160/3757] lr: 1.000e-03, eta: 20:18:09, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7828, loss_cls: 1.8344, loss: 1.8344, grad_norm: 4.4426 2021-01-30 11:05:21,018 - mmaction - INFO - Epoch [62][180/3757] lr: 1.000e-03, eta: 20:17:55, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.7338, loss: 1.7338, grad_norm: 4.3786 2021-01-30 11:05:25,345 - mmaction - INFO - Epoch [62][200/3757] lr: 1.000e-03, eta: 20:17:41, time: 0.217, data_time: 0.006, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.7387, loss: 1.7387, grad_norm: 4.3908 2021-01-30 11:05:29,495 - mmaction - INFO - Epoch [62][220/3757] lr: 1.000e-03, eta: 20:17:28, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7976, loss: 1.7976, grad_norm: 4.5344 2021-01-30 11:05:33,786 - mmaction - INFO - Epoch [62][240/3757] lr: 1.000e-03, eta: 20:17:14, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8078, loss_cls: 1.7478, loss: 1.7478, grad_norm: 4.3867 2021-01-30 11:05:37,884 - mmaction - INFO - Epoch [62][260/3757] lr: 1.000e-03, eta: 20:17:00, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.7992, loss_cls: 1.7221, loss: 1.7221, grad_norm: 4.3178 2021-01-30 11:05:42,132 - mmaction - INFO - Epoch [62][280/3757] lr: 1.000e-03, eta: 20:16:47, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8219, loss_cls: 1.6752, loss: 1.6752, grad_norm: 4.2090 2021-01-30 11:05:46,318 - mmaction - INFO - Epoch [62][300/3757] lr: 1.000e-03, eta: 20:16:33, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8164, loss_cls: 1.6830, loss: 1.6830, grad_norm: 4.4209 2021-01-30 11:05:50,570 - mmaction - INFO - Epoch [62][320/3757] lr: 1.000e-03, eta: 20:16:19, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.7421, loss: 1.7421, grad_norm: 4.5090 2021-01-30 11:05:54,917 - mmaction - INFO - Epoch [62][340/3757] lr: 1.000e-03, eta: 20:16:06, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7518, loss: 1.7518, grad_norm: 4.4984 2021-01-30 11:05:59,164 - mmaction - INFO - Epoch [62][360/3757] lr: 1.000e-03, eta: 20:15:52, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8133, loss_cls: 1.6879, loss: 1.6879, grad_norm: 4.3954 2021-01-30 11:06:03,663 - mmaction - INFO - Epoch [62][380/3757] lr: 1.000e-03, eta: 20:15:39, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8195, loss_cls: 1.7144, loss: 1.7144, grad_norm: 4.3877 2021-01-30 11:06:07,959 - mmaction - INFO - Epoch [62][400/3757] lr: 1.000e-03, eta: 20:15:25, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7343, loss: 1.7343, grad_norm: 4.4715 2021-01-30 11:06:12,382 - mmaction - INFO - Epoch [62][420/3757] lr: 1.000e-03, eta: 20:15:12, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.7898, loss_cls: 1.7060, loss: 1.7060, grad_norm: 4.3245 2021-01-30 11:06:16,656 - mmaction - INFO - Epoch [62][440/3757] lr: 1.000e-03, eta: 20:14:58, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7789, loss_cls: 1.8673, loss: 1.8673, grad_norm: 4.5790 2021-01-30 11:06:21,760 - mmaction - INFO - Epoch [62][460/3757] lr: 1.000e-03, eta: 20:14:45, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8172, loss_cls: 1.6516, loss: 1.6516, grad_norm: 4.4600 2021-01-30 11:06:26,196 - mmaction - INFO - Epoch [62][480/3757] lr: 1.000e-03, eta: 20:14:31, time: 0.222, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8164, loss_cls: 1.6497, loss: 1.6497, grad_norm: 4.4196 2021-01-30 11:06:30,639 - mmaction - INFO - Epoch [62][500/3757] lr: 1.000e-03, eta: 20:14:18, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8063, loss_cls: 1.7298, loss: 1.7298, grad_norm: 4.5474 2021-01-30 11:06:35,284 - mmaction - INFO - Epoch [62][520/3757] lr: 1.000e-03, eta: 20:14:05, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8156, loss_cls: 1.7279, loss: 1.7279, grad_norm: 4.5675 2021-01-30 11:06:39,769 - mmaction - INFO - Epoch [62][540/3757] lr: 1.000e-03, eta: 20:13:51, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8008, loss_cls: 1.7569, loss: 1.7569, grad_norm: 4.4652 2021-01-30 11:06:44,259 - mmaction - INFO - Epoch [62][560/3757] lr: 1.000e-03, eta: 20:13:38, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8023, loss_cls: 1.7534, loss: 1.7534, grad_norm: 4.5043 2021-01-30 11:06:49,616 - mmaction - INFO - Epoch [62][580/3757] lr: 1.000e-03, eta: 20:13:25, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7992, loss_cls: 1.7599, loss: 1.7599, grad_norm: 4.5607 2021-01-30 11:06:54,239 - mmaction - INFO - Epoch [62][600/3757] lr: 1.000e-03, eta: 20:13:11, time: 0.231, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.7977, loss_cls: 1.7143, loss: 1.7143, grad_norm: 4.2764 2021-01-30 11:06:58,802 - mmaction - INFO - Epoch [62][620/3757] lr: 1.000e-03, eta: 20:12:58, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8164, loss_cls: 1.6744, loss: 1.6744, grad_norm: 4.4246 2021-01-30 11:07:04,399 - mmaction - INFO - Epoch [62][640/3757] lr: 1.000e-03, eta: 20:12:45, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8398, loss_cls: 1.5718, loss: 1.5718, grad_norm: 4.3407 2021-01-30 11:07:09,863 - mmaction - INFO - Epoch [62][660/3757] lr: 1.000e-03, eta: 20:12:32, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8344, loss_cls: 1.5927, loss: 1.5927, grad_norm: 4.3475 2021-01-30 11:07:15,246 - mmaction - INFO - Epoch [62][680/3757] lr: 1.000e-03, eta: 20:12:19, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7586, loss: 1.7586, grad_norm: 4.5543 2021-01-30 11:07:20,630 - mmaction - INFO - Epoch [62][700/3757] lr: 1.000e-03, eta: 20:12:07, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7961, loss_cls: 1.7272, loss: 1.7272, grad_norm: 4.3707 2021-01-30 11:07:26,147 - mmaction - INFO - Epoch [62][720/3757] lr: 1.000e-03, eta: 20:11:54, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.7961, loss_cls: 1.7540, loss: 1.7540, grad_norm: 4.4352 2021-01-30 11:07:31,198 - mmaction - INFO - Epoch [62][740/3757] lr: 1.000e-03, eta: 20:11:41, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8086, loss_cls: 1.6591, loss: 1.6591, grad_norm: 4.3622 2021-01-30 11:07:36,434 - mmaction - INFO - Epoch [62][760/3757] lr: 1.000e-03, eta: 20:11:28, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.7205, loss: 1.7205, grad_norm: 4.5327 2021-01-30 11:07:41,569 - mmaction - INFO - Epoch [62][780/3757] lr: 1.000e-03, eta: 20:11:15, time: 0.257, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8070, loss_cls: 1.7247, loss: 1.7247, grad_norm: 4.4931 2021-01-30 11:07:46,705 - mmaction - INFO - Epoch [62][800/3757] lr: 1.000e-03, eta: 20:11:02, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.5695, loss: 1.5695, grad_norm: 4.2723 2021-01-30 11:07:51,920 - mmaction - INFO - Epoch [62][820/3757] lr: 1.000e-03, eta: 20:10:49, time: 0.260, data_time: 0.004, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8148, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.3711 2021-01-30 11:07:57,161 - mmaction - INFO - Epoch [62][840/3757] lr: 1.000e-03, eta: 20:10:36, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.7279, loss: 1.7279, grad_norm: 4.5059 2021-01-30 11:08:02,760 - mmaction - INFO - Epoch [62][860/3757] lr: 1.000e-03, eta: 20:10:23, time: 0.279, data_time: 0.004, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7992, loss_cls: 1.7461, loss: 1.7461, grad_norm: 4.5149 2021-01-30 11:08:07,954 - mmaction - INFO - Epoch [62][880/3757] lr: 1.000e-03, eta: 20:10:10, time: 0.260, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.6937, loss: 1.6937, grad_norm: 4.3714 2021-01-30 11:08:13,153 - mmaction - INFO - Epoch [62][900/3757] lr: 1.000e-03, eta: 20:09:57, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8070, loss_cls: 1.7571, loss: 1.7571, grad_norm: 4.5101 2021-01-30 11:08:18,554 - mmaction - INFO - Epoch [62][920/3757] lr: 1.000e-03, eta: 20:09:44, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8234, loss_cls: 1.6003, loss: 1.6003, grad_norm: 4.3344 2021-01-30 11:08:23,470 - mmaction - INFO - Epoch [62][940/3757] lr: 1.000e-03, eta: 20:09:31, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8109, loss_cls: 1.6846, loss: 1.6846, grad_norm: 4.4097 2021-01-30 11:08:29,454 - mmaction - INFO - Epoch [62][960/3757] lr: 1.000e-03, eta: 20:09:18, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7992, loss_cls: 1.7213, loss: 1.7213, grad_norm: 4.4310 2021-01-30 11:08:35,177 - mmaction - INFO - Epoch [62][980/3757] lr: 1.000e-03, eta: 20:09:06, time: 0.287, data_time: 0.004, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8016, loss_cls: 1.6972, loss: 1.6972, grad_norm: 4.3522 2021-01-30 11:08:41,030 - mmaction - INFO - Epoch [62][1000/3757] lr: 1.000e-03, eta: 20:08:53, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7969, loss_cls: 1.7392, loss: 1.7392, grad_norm: 4.3065 2021-01-30 11:08:46,937 - mmaction - INFO - Epoch [62][1020/3757] lr: 1.000e-03, eta: 20:08:41, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8180, loss_cls: 1.6873, loss: 1.6873, grad_norm: 4.4878 2021-01-30 11:08:51,942 - mmaction - INFO - Epoch [62][1040/3757] lr: 1.000e-03, eta: 20:08:28, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8086, loss_cls: 1.7479, loss: 1.7479, grad_norm: 4.4583 2021-01-30 11:08:57,670 - mmaction - INFO - Epoch [62][1060/3757] lr: 1.000e-03, eta: 20:08:15, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7867, loss_cls: 1.7751, loss: 1.7751, grad_norm: 4.4298 2021-01-30 11:09:03,230 - mmaction - INFO - Epoch [62][1080/3757] lr: 1.000e-03, eta: 20:08:02, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.6990, loss: 1.6990, grad_norm: 4.3903 2021-01-30 11:09:09,234 - mmaction - INFO - Epoch [62][1100/3757] lr: 1.000e-03, eta: 20:07:50, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7629, loss: 1.7629, grad_norm: 4.4236 2021-01-30 11:09:14,267 - mmaction - INFO - Epoch [62][1120/3757] lr: 1.000e-03, eta: 20:07:37, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8117, loss_cls: 1.6988, loss: 1.6988, grad_norm: 4.2960 2021-01-30 11:09:20,266 - mmaction - INFO - Epoch [62][1140/3757] lr: 1.000e-03, eta: 20:07:24, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8000, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.3636 2021-01-30 11:09:25,507 - mmaction - INFO - Epoch [62][1160/3757] lr: 1.000e-03, eta: 20:07:11, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8023, loss_cls: 1.7632, loss: 1.7632, grad_norm: 4.5401 2021-01-30 11:09:31,434 - mmaction - INFO - Epoch [62][1180/3757] lr: 1.000e-03, eta: 20:06:59, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8055, loss_cls: 1.7868, loss: 1.7868, grad_norm: 4.4286 2021-01-30 11:09:38,142 - mmaction - INFO - Epoch [62][1200/3757] lr: 1.000e-03, eta: 20:06:47, time: 0.335, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.6758, loss: 1.6758, grad_norm: 4.2826 2021-01-30 11:09:43,124 - mmaction - INFO - Epoch [62][1220/3757] lr: 1.000e-03, eta: 20:06:34, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8008, loss_cls: 1.7793, loss: 1.7793, grad_norm: 4.4789 2021-01-30 11:09:48,801 - mmaction - INFO - Epoch [62][1240/3757] lr: 1.000e-03, eta: 20:06:21, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7961, loss_cls: 1.7631, loss: 1.7631, grad_norm: 4.5038 2021-01-30 11:09:55,224 - mmaction - INFO - Epoch [62][1260/3757] lr: 1.000e-03, eta: 20:06:09, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8039, loss_cls: 1.7461, loss: 1.7461, grad_norm: 4.4699 2021-01-30 11:10:00,701 - mmaction - INFO - Epoch [62][1280/3757] lr: 1.000e-03, eta: 20:05:56, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.6886, loss: 1.6886, grad_norm: 4.3753 2021-01-30 11:10:06,649 - mmaction - INFO - Epoch [62][1300/3757] lr: 1.000e-03, eta: 20:05:43, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7119, loss: 1.7119, grad_norm: 4.4074 2021-01-30 11:10:12,779 - mmaction - INFO - Epoch [62][1320/3757] lr: 1.000e-03, eta: 20:05:31, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8109, loss_cls: 1.6947, loss: 1.6947, grad_norm: 4.3871 2021-01-30 11:10:18,136 - mmaction - INFO - Epoch [62][1340/3757] lr: 1.000e-03, eta: 20:05:18, time: 0.268, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.7185, loss: 1.7185, grad_norm: 4.4419 2021-01-30 11:10:24,006 - mmaction - INFO - Epoch [62][1360/3757] lr: 1.000e-03, eta: 20:05:06, time: 0.294, data_time: 0.004, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8289, loss_cls: 1.6288, loss: 1.6288, grad_norm: 4.3513 2021-01-30 11:10:29,923 - mmaction - INFO - Epoch [62][1380/3757] lr: 1.000e-03, eta: 20:04:53, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8266, loss_cls: 1.6755, loss: 1.6755, grad_norm: 4.4254 2021-01-30 11:10:35,078 - mmaction - INFO - Epoch [62][1400/3757] lr: 1.000e-03, eta: 20:04:40, time: 0.258, data_time: 0.004, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.6889, loss: 1.6889, grad_norm: 4.4748 2021-01-30 11:10:40,891 - mmaction - INFO - Epoch [62][1420/3757] lr: 1.000e-03, eta: 20:04:28, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8047, loss_cls: 1.7469, loss: 1.7469, grad_norm: 4.7150 2021-01-30 11:10:46,993 - mmaction - INFO - Epoch [62][1440/3757] lr: 1.000e-03, eta: 20:04:15, time: 0.305, data_time: 0.004, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.6759, loss: 1.6759, grad_norm: 4.3824 2021-01-30 11:10:53,294 - mmaction - INFO - Epoch [62][1460/3757] lr: 1.000e-03, eta: 20:04:03, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8086, loss_cls: 1.7237, loss: 1.7237, grad_norm: 4.3488 2021-01-30 11:10:59,567 - mmaction - INFO - Epoch [62][1480/3757] lr: 1.000e-03, eta: 20:03:51, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.7243, loss: 1.7243, grad_norm: 4.3910 2021-01-30 11:11:05,047 - mmaction - INFO - Epoch [62][1500/3757] lr: 1.000e-03, eta: 20:03:38, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7977, loss_cls: 1.7515, loss: 1.7515, grad_norm: 4.3630 2021-01-30 11:11:10,699 - mmaction - INFO - Epoch [62][1520/3757] lr: 1.000e-03, eta: 20:03:25, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8242, loss_cls: 1.7121, loss: 1.7121, grad_norm: 4.4342 2021-01-30 11:11:16,261 - mmaction - INFO - Epoch [62][1540/3757] lr: 1.000e-03, eta: 20:03:12, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8187, loss_cls: 1.6880, loss: 1.6880, grad_norm: 4.3087 2021-01-30 11:11:22,566 - mmaction - INFO - Epoch [62][1560/3757] lr: 1.000e-03, eta: 20:03:00, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8250, loss_cls: 1.6358, loss: 1.6358, grad_norm: 4.2910 2021-01-30 11:11:28,394 - mmaction - INFO - Epoch [62][1580/3757] lr: 1.000e-03, eta: 20:02:48, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8203, loss_cls: 1.6267, loss: 1.6267, grad_norm: 4.4357 2021-01-30 11:11:33,535 - mmaction - INFO - Epoch [62][1600/3757] lr: 1.000e-03, eta: 20:02:35, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8078, loss_cls: 1.7315, loss: 1.7315, grad_norm: 4.6296 2021-01-30 11:11:39,392 - mmaction - INFO - Epoch [62][1620/3757] lr: 1.000e-03, eta: 20:02:22, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8000, loss_cls: 1.7041, loss: 1.7041, grad_norm: 4.4303 2021-01-30 11:11:45,464 - mmaction - INFO - Epoch [62][1640/3757] lr: 1.000e-03, eta: 20:02:10, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8063, loss_cls: 1.7225, loss: 1.7225, grad_norm: 4.4425 2021-01-30 11:11:50,860 - mmaction - INFO - Epoch [62][1660/3757] lr: 1.000e-03, eta: 20:01:57, time: 0.270, data_time: 0.005, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7953, loss_cls: 1.7357, loss: 1.7357, grad_norm: 4.4216 2021-01-30 11:11:56,678 - mmaction - INFO - Epoch [62][1680/3757] lr: 1.000e-03, eta: 20:01:44, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8125, loss_cls: 1.7260, loss: 1.7260, grad_norm: 4.5564 2021-01-30 11:12:02,834 - mmaction - INFO - Epoch [62][1700/3757] lr: 1.000e-03, eta: 20:01:32, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8273, loss_cls: 1.6096, loss: 1.6096, grad_norm: 4.3361 2021-01-30 11:12:08,801 - mmaction - INFO - Epoch [62][1720/3757] lr: 1.000e-03, eta: 20:01:20, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8141, loss_cls: 1.7194, loss: 1.7194, grad_norm: 4.4114 2021-01-30 11:12:14,253 - mmaction - INFO - Epoch [62][1740/3757] lr: 1.000e-03, eta: 20:01:07, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8156, loss_cls: 1.6827, loss: 1.6827, grad_norm: 4.3876 2021-01-30 11:12:20,558 - mmaction - INFO - Epoch [62][1760/3757] lr: 1.000e-03, eta: 20:00:55, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.6861, loss: 1.6861, grad_norm: 4.4822 2021-01-30 11:12:26,843 - mmaction - INFO - Epoch [62][1780/3757] lr: 1.000e-03, eta: 20:00:42, time: 0.314, data_time: 0.004, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8000, loss_cls: 1.7283, loss: 1.7283, grad_norm: 4.3794 2021-01-30 11:12:32,599 - mmaction - INFO - Epoch [62][1800/3757] lr: 1.000e-03, eta: 20:00:30, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5586, top5_acc: 0.8039, loss_cls: 1.7650, loss: 1.7650, grad_norm: 4.4849 2021-01-30 11:12:39,058 - mmaction - INFO - Epoch [62][1820/3757] lr: 1.000e-03, eta: 20:00:18, time: 0.323, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8156, loss_cls: 1.6388, loss: 1.6388, grad_norm: 4.4633 2021-01-30 11:12:44,482 - mmaction - INFO - Epoch [62][1840/3757] lr: 1.000e-03, eta: 20:00:05, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7922, loss_cls: 1.8384, loss: 1.8384, grad_norm: 4.6189 2021-01-30 11:12:50,753 - mmaction - INFO - Epoch [62][1860/3757] lr: 1.000e-03, eta: 19:59:53, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.6609, loss: 1.6609, grad_norm: 4.4303 2021-01-30 11:12:55,733 - mmaction - INFO - Epoch [62][1880/3757] lr: 1.000e-03, eta: 19:59:39, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8047, loss_cls: 1.7284, loss: 1.7284, grad_norm: 4.3552 2021-01-30 11:13:01,768 - mmaction - INFO - Epoch [62][1900/3757] lr: 1.000e-03, eta: 19:59:27, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8125, loss_cls: 1.7168, loss: 1.7168, grad_norm: 4.4804 2021-01-30 11:13:07,791 - mmaction - INFO - Epoch [62][1920/3757] lr: 1.000e-03, eta: 19:59:15, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.6789, loss: 1.6789, grad_norm: 4.3946 2021-01-30 11:13:12,955 - mmaction - INFO - Epoch [62][1940/3757] lr: 1.000e-03, eta: 19:59:02, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8148, loss_cls: 1.7616, loss: 1.7616, grad_norm: 4.4699 2021-01-30 11:13:18,628 - mmaction - INFO - Epoch [62][1960/3757] lr: 1.000e-03, eta: 19:58:49, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.4203 2021-01-30 11:13:25,077 - mmaction - INFO - Epoch [62][1980/3757] lr: 1.000e-03, eta: 19:58:37, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.6684, loss: 1.6684, grad_norm: 4.4658 2021-01-30 11:13:31,383 - mmaction - INFO - Epoch [62][2000/3757] lr: 1.000e-03, eta: 19:58:25, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8023, loss_cls: 1.6688, loss: 1.6688, grad_norm: 4.3687 2021-01-30 11:13:37,018 - mmaction - INFO - Epoch [62][2020/3757] lr: 1.000e-03, eta: 19:58:12, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.6911, loss: 1.6911, grad_norm: 4.3372 2021-01-30 11:13:43,058 - mmaction - INFO - Epoch [62][2040/3757] lr: 1.000e-03, eta: 19:58:00, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7992, loss_cls: 1.8028, loss: 1.8028, grad_norm: 4.4567 2021-01-30 11:13:48,145 - mmaction - INFO - Epoch [62][2060/3757] lr: 1.000e-03, eta: 19:57:47, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.7878, loss: 1.7878, grad_norm: 4.4495 2021-01-30 11:13:54,557 - mmaction - INFO - Epoch [62][2080/3757] lr: 1.000e-03, eta: 19:57:34, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7953, loss_cls: 1.7780, loss: 1.7780, grad_norm: 4.4291 2021-01-30 11:13:59,721 - mmaction - INFO - Epoch [62][2100/3757] lr: 1.000e-03, eta: 19:57:22, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8234, loss_cls: 1.6915, loss: 1.6915, grad_norm: 4.3787 2021-01-30 11:14:05,943 - mmaction - INFO - Epoch [62][2120/3757] lr: 1.000e-03, eta: 19:57:09, time: 0.311, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.7671, loss: 1.7671, grad_norm: 4.5472 2021-01-30 11:14:11,508 - mmaction - INFO - Epoch [62][2140/3757] lr: 1.000e-03, eta: 19:56:57, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8070, loss_cls: 1.7557, loss: 1.7557, grad_norm: 4.4400 2021-01-30 11:14:17,811 - mmaction - INFO - Epoch [62][2160/3757] lr: 1.000e-03, eta: 19:56:44, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.7593, loss: 1.7593, grad_norm: 4.4065 2021-01-30 11:14:23,609 - mmaction - INFO - Epoch [62][2180/3757] lr: 1.000e-03, eta: 19:56:32, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8031, loss_cls: 1.6946, loss: 1.6946, grad_norm: 4.3904 2021-01-30 11:14:29,634 - mmaction - INFO - Epoch [62][2200/3757] lr: 1.000e-03, eta: 19:56:19, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7977, loss_cls: 1.7624, loss: 1.7624, grad_norm: 4.4807 2021-01-30 11:14:35,230 - mmaction - INFO - Epoch [62][2220/3757] lr: 1.000e-03, eta: 19:56:07, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7969, loss_cls: 1.7417, loss: 1.7417, grad_norm: 4.3191 2021-01-30 11:14:41,590 - mmaction - INFO - Epoch [62][2240/3757] lr: 1.000e-03, eta: 19:55:55, time: 0.319, data_time: 0.003, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7992, loss_cls: 1.7619, loss: 1.7619, grad_norm: 4.4589 2021-01-30 11:14:47,499 - mmaction - INFO - Epoch [62][2260/3757] lr: 1.000e-03, eta: 19:55:42, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8117, loss_cls: 1.7633, loss: 1.7633, grad_norm: 4.4477 2021-01-30 11:14:53,072 - mmaction - INFO - Epoch [62][2280/3757] lr: 1.000e-03, eta: 19:55:29, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8234, loss_cls: 1.7244, loss: 1.7244, grad_norm: 4.4766 2021-01-30 11:14:59,009 - mmaction - INFO - Epoch [62][2300/3757] lr: 1.000e-03, eta: 19:55:17, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8055, loss_cls: 1.7554, loss: 1.7554, grad_norm: 4.3428 2021-01-30 11:15:05,001 - mmaction - INFO - Epoch [62][2320/3757] lr: 1.000e-03, eta: 19:55:05, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.6567, loss: 1.6567, grad_norm: 4.3751 2021-01-30 11:15:11,289 - mmaction - INFO - Epoch [62][2340/3757] lr: 1.000e-03, eta: 19:54:52, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7891, loss_cls: 1.7825, loss: 1.7825, grad_norm: 4.5990 2021-01-30 11:15:16,896 - mmaction - INFO - Epoch [62][2360/3757] lr: 1.000e-03, eta: 19:54:40, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8063, loss_cls: 1.7563, loss: 1.7563, grad_norm: 4.5874 2021-01-30 11:15:23,023 - mmaction - INFO - Epoch [62][2380/3757] lr: 1.000e-03, eta: 19:54:27, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8109, loss_cls: 1.6975, loss: 1.6975, grad_norm: 4.3574 2021-01-30 11:15:29,072 - mmaction - INFO - Epoch [62][2400/3757] lr: 1.000e-03, eta: 19:54:15, time: 0.303, data_time: 0.004, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8016, loss_cls: 1.7351, loss: 1.7351, grad_norm: 4.4125 2021-01-30 11:15:34,200 - mmaction - INFO - Epoch [62][2420/3757] lr: 1.000e-03, eta: 19:54:02, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8187, loss_cls: 1.6520, loss: 1.6520, grad_norm: 4.2730 2021-01-30 11:15:40,053 - mmaction - INFO - Epoch [62][2440/3757] lr: 1.000e-03, eta: 19:53:50, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7875, loss_cls: 1.8226, loss: 1.8226, grad_norm: 4.4737 2021-01-30 11:15:45,268 - mmaction - INFO - Epoch [62][2460/3757] lr: 1.000e-03, eta: 19:53:37, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7867, loss_cls: 1.7994, loss: 1.7994, grad_norm: 4.3861 2021-01-30 11:15:50,702 - mmaction - INFO - Epoch [62][2480/3757] lr: 1.000e-03, eta: 19:53:24, time: 0.271, data_time: 0.003, memory: 3385, top1_acc: 0.5656, top5_acc: 0.8125, loss_cls: 1.6983, loss: 1.6983, grad_norm: 4.4062 2021-01-30 11:15:57,230 - mmaction - INFO - Epoch [62][2500/3757] lr: 1.000e-03, eta: 19:53:12, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8305, loss_cls: 1.6088, loss: 1.6088, grad_norm: 4.3356 2021-01-30 11:16:02,214 - mmaction - INFO - Epoch [62][2520/3757] lr: 1.000e-03, eta: 19:52:59, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7268, loss: 1.7268, grad_norm: 4.5346 2021-01-30 11:16:07,547 - mmaction - INFO - Epoch [62][2540/3757] lr: 1.000e-03, eta: 19:52:46, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7211, loss: 1.7211, grad_norm: 4.4177 2021-01-30 11:16:12,971 - mmaction - INFO - Epoch [62][2560/3757] lr: 1.000e-03, eta: 19:52:33, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8180, loss_cls: 1.6357, loss: 1.6357, grad_norm: 4.2865 2021-01-30 11:16:19,653 - mmaction - INFO - Epoch [62][2580/3757] lr: 1.000e-03, eta: 19:52:21, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7977, loss_cls: 1.8313, loss: 1.8313, grad_norm: 4.6405 2021-01-30 11:16:25,278 - mmaction - INFO - Epoch [62][2600/3757] lr: 1.000e-03, eta: 19:52:09, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8156, loss_cls: 1.6530, loss: 1.6530, grad_norm: 4.4471 2021-01-30 11:16:31,692 - mmaction - INFO - Epoch [62][2620/3757] lr: 1.000e-03, eta: 19:51:57, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8125, loss_cls: 1.7405, loss: 1.7405, grad_norm: 4.4608 2021-01-30 11:16:36,869 - mmaction - INFO - Epoch [62][2640/3757] lr: 1.000e-03, eta: 19:51:44, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8039, loss_cls: 1.7347, loss: 1.7347, grad_norm: 4.5228 2021-01-30 11:16:43,244 - mmaction - INFO - Epoch [62][2660/3757] lr: 1.000e-03, eta: 19:51:32, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8203, loss_cls: 1.6914, loss: 1.6914, grad_norm: 4.4534 2021-01-30 11:16:49,267 - mmaction - INFO - Epoch [62][2680/3757] lr: 1.000e-03, eta: 19:51:19, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.6896, loss: 1.6896, grad_norm: 4.3666 2021-01-30 11:16:54,896 - mmaction - INFO - Epoch [62][2700/3757] lr: 1.000e-03, eta: 19:51:07, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8172, loss_cls: 1.6313, loss: 1.6313, grad_norm: 4.3378 2021-01-30 11:17:00,629 - mmaction - INFO - Epoch [62][2720/3757] lr: 1.000e-03, eta: 19:50:54, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.7284, loss: 1.7284, grad_norm: 4.3851 2021-01-30 11:17:07,134 - mmaction - INFO - Epoch [62][2740/3757] lr: 1.000e-03, eta: 19:50:42, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7977, loss_cls: 1.7474, loss: 1.7474, grad_norm: 4.4602 2021-01-30 11:17:13,371 - mmaction - INFO - Epoch [62][2760/3757] lr: 1.000e-03, eta: 19:50:30, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7984, loss_cls: 1.7661, loss: 1.7661, grad_norm: 4.4203 2021-01-30 11:17:19,332 - mmaction - INFO - Epoch [62][2780/3757] lr: 1.000e-03, eta: 19:50:17, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8180, loss_cls: 1.6765, loss: 1.6765, grad_norm: 4.3449 2021-01-30 11:17:25,275 - mmaction - INFO - Epoch [62][2800/3757] lr: 1.000e-03, eta: 19:50:05, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8086, loss_cls: 1.7685, loss: 1.7685, grad_norm: 4.4662 2021-01-30 11:17:31,354 - mmaction - INFO - Epoch [62][2820/3757] lr: 1.000e-03, eta: 19:49:53, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8117, loss_cls: 1.6784, loss: 1.6784, grad_norm: 4.4018 2021-01-30 11:17:36,822 - mmaction - INFO - Epoch [62][2840/3757] lr: 1.000e-03, eta: 19:49:40, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8102, loss_cls: 1.7634, loss: 1.7634, grad_norm: 4.4590 2021-01-30 11:17:43,046 - mmaction - INFO - Epoch [62][2860/3757] lr: 1.000e-03, eta: 19:49:28, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8102, loss_cls: 1.7230, loss: 1.7230, grad_norm: 4.4564 2021-01-30 11:17:48,602 - mmaction - INFO - Epoch [62][2880/3757] lr: 1.000e-03, eta: 19:49:15, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8078, loss_cls: 1.7280, loss: 1.7280, grad_norm: 4.4052 2021-01-30 11:17:54,473 - mmaction - INFO - Epoch [62][2900/3757] lr: 1.000e-03, eta: 19:49:03, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7883, loss_cls: 1.7020, loss: 1.7020, grad_norm: 4.3492 2021-01-30 11:18:00,276 - mmaction - INFO - Epoch [62][2920/3757] lr: 1.000e-03, eta: 19:48:50, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8164, loss_cls: 1.6634, loss: 1.6634, grad_norm: 4.3783 2021-01-30 11:18:06,453 - mmaction - INFO - Epoch [62][2940/3757] lr: 1.000e-03, eta: 19:48:38, time: 0.309, data_time: 0.003, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8078, loss_cls: 1.7404, loss: 1.7404, grad_norm: 4.6282 2021-01-30 11:18:12,464 - mmaction - INFO - Epoch [62][2960/3757] lr: 1.000e-03, eta: 19:48:25, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.7666, loss: 1.7666, grad_norm: 4.4189 2021-01-30 11:18:18,372 - mmaction - INFO - Epoch [62][2980/3757] lr: 1.000e-03, eta: 19:48:13, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8008, loss_cls: 1.7235, loss: 1.7235, grad_norm: 4.4711 2021-01-30 11:18:24,388 - mmaction - INFO - Epoch [62][3000/3757] lr: 1.000e-03, eta: 19:48:01, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.8023, loss_cls: 1.7682, loss: 1.7682, grad_norm: 4.5441 2021-01-30 11:18:30,699 - mmaction - INFO - Epoch [62][3020/3757] lr: 1.000e-03, eta: 19:47:49, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8047, loss_cls: 1.7531, loss: 1.7531, grad_norm: 4.4967 2021-01-30 11:18:36,209 - mmaction - INFO - Epoch [62][3040/3757] lr: 1.000e-03, eta: 19:47:36, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7922, loss_cls: 1.8091, loss: 1.8091, grad_norm: 4.5004 2021-01-30 11:18:42,449 - mmaction - INFO - Epoch [62][3060/3757] lr: 1.000e-03, eta: 19:47:24, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.7368, loss: 1.7368, grad_norm: 4.3769 2021-01-30 11:18:48,983 - mmaction - INFO - Epoch [62][3080/3757] lr: 1.000e-03, eta: 19:47:12, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.7238, loss: 1.7238, grad_norm: 4.3912 2021-01-30 11:18:54,777 - mmaction - INFO - Epoch [62][3100/3757] lr: 1.000e-03, eta: 19:46:59, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8133, loss_cls: 1.7191, loss: 1.7191, grad_norm: 4.4128 2021-01-30 11:19:00,173 - mmaction - INFO - Epoch [62][3120/3757] lr: 1.000e-03, eta: 19:46:46, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7953, loss_cls: 1.7785, loss: 1.7785, grad_norm: 4.4146 2021-01-30 11:19:06,227 - mmaction - INFO - Epoch [62][3140/3757] lr: 1.000e-03, eta: 19:46:34, time: 0.303, data_time: 0.004, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8055, loss_cls: 1.7015, loss: 1.7015, grad_norm: 4.3503 2021-01-30 11:19:12,277 - mmaction - INFO - Epoch [62][3160/3757] lr: 1.000e-03, eta: 19:46:22, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.6590, loss: 1.6590, grad_norm: 4.3484 2021-01-30 11:19:18,237 - mmaction - INFO - Epoch [62][3180/3757] lr: 1.000e-03, eta: 19:46:09, time: 0.299, data_time: 0.004, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.6295, loss: 1.6295, grad_norm: 4.3566 2021-01-30 11:19:23,673 - mmaction - INFO - Epoch [62][3200/3757] lr: 1.000e-03, eta: 19:45:57, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8000, loss_cls: 1.8157, loss: 1.8157, grad_norm: 4.5872 2021-01-30 11:19:29,793 - mmaction - INFO - Epoch [62][3220/3757] lr: 1.000e-03, eta: 19:45:44, time: 0.306, data_time: 0.004, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.7249, loss: 1.7249, grad_norm: 4.4400 2021-01-30 11:19:35,363 - mmaction - INFO - Epoch [62][3240/3757] lr: 1.000e-03, eta: 19:45:32, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7116, loss: 1.7116, grad_norm: 4.4175 2021-01-30 11:19:41,468 - mmaction - INFO - Epoch [62][3260/3757] lr: 1.000e-03, eta: 19:45:19, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8070, loss_cls: 1.7042, loss: 1.7042, grad_norm: 4.3876 2021-01-30 11:19:47,131 - mmaction - INFO - Epoch [62][3280/3757] lr: 1.000e-03, eta: 19:45:07, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7922, loss_cls: 1.7584, loss: 1.7584, grad_norm: 4.4543 2021-01-30 11:19:52,867 - mmaction - INFO - Epoch [62][3300/3757] lr: 1.000e-03, eta: 19:44:54, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7969, loss_cls: 1.7528, loss: 1.7528, grad_norm: 4.4547 2021-01-30 11:19:58,540 - mmaction - INFO - Epoch [62][3320/3757] lr: 1.000e-03, eta: 19:44:42, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8109, loss_cls: 1.6771, loss: 1.6771, grad_norm: 4.4281 2021-01-30 11:20:05,378 - mmaction - INFO - Epoch [62][3340/3757] lr: 1.000e-03, eta: 19:44:30, time: 0.343, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7875, loss_cls: 1.7211, loss: 1.7211, grad_norm: 4.4343 2021-01-30 11:20:10,663 - mmaction - INFO - Epoch [62][3360/3757] lr: 1.000e-03, eta: 19:44:17, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8016, loss_cls: 1.6903, loss: 1.6903, grad_norm: 4.3656 2021-01-30 11:20:16,664 - mmaction - INFO - Epoch [62][3380/3757] lr: 1.000e-03, eta: 19:44:05, time: 0.300, data_time: 0.005, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.7463, loss: 1.7463, grad_norm: 4.5923 2021-01-30 11:20:22,751 - mmaction - INFO - Epoch [62][3400/3757] lr: 1.000e-03, eta: 19:43:53, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7937, loss_cls: 1.8111, loss: 1.8111, grad_norm: 4.4758 2021-01-30 11:20:28,664 - mmaction - INFO - Epoch [62][3420/3757] lr: 1.000e-03, eta: 19:43:40, time: 0.295, data_time: 0.004, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7891, loss_cls: 1.7728, loss: 1.7728, grad_norm: 4.4665 2021-01-30 11:20:34,308 - mmaction - INFO - Epoch [62][3440/3757] lr: 1.000e-03, eta: 19:43:28, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8148, loss_cls: 1.6737, loss: 1.6737, grad_norm: 4.3053 2021-01-30 11:20:40,428 - mmaction - INFO - Epoch [62][3460/3757] lr: 1.000e-03, eta: 19:43:15, time: 0.306, data_time: 0.004, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8125, loss_cls: 1.6704, loss: 1.6704, grad_norm: 4.3788 2021-01-30 11:20:45,668 - mmaction - INFO - Epoch [62][3480/3757] lr: 1.000e-03, eta: 19:43:03, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8203, loss_cls: 1.6630, loss: 1.6630, grad_norm: 4.4318 2021-01-30 11:20:51,675 - mmaction - INFO - Epoch [62][3500/3757] lr: 1.000e-03, eta: 19:42:50, time: 0.300, data_time: 0.004, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7984, loss_cls: 1.7950, loss: 1.7950, grad_norm: 4.5545 2021-01-30 11:20:57,772 - mmaction - INFO - Epoch [62][3520/3757] lr: 1.000e-03, eta: 19:42:38, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8273, loss_cls: 1.6461, loss: 1.6461, grad_norm: 4.4784 2021-01-30 11:21:03,636 - mmaction - INFO - Epoch [62][3540/3757] lr: 1.000e-03, eta: 19:42:26, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8047, loss_cls: 1.7045, loss: 1.7045, grad_norm: 4.4285 2021-01-30 11:21:09,865 - mmaction - INFO - Epoch [62][3560/3757] lr: 1.000e-03, eta: 19:42:13, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8063, loss_cls: 1.6366, loss: 1.6366, grad_norm: 4.4282 2021-01-30 11:21:15,729 - mmaction - INFO - Epoch [62][3580/3757] lr: 1.000e-03, eta: 19:42:01, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8109, loss_cls: 1.6740, loss: 1.6740, grad_norm: 4.4509 2021-01-30 11:21:21,888 - mmaction - INFO - Epoch [62][3600/3757] lr: 1.000e-03, eta: 19:41:49, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8000, loss_cls: 1.6696, loss: 1.6696, grad_norm: 4.3679 2021-01-30 11:21:28,615 - mmaction - INFO - Epoch [62][3620/3757] lr: 1.000e-03, eta: 19:41:37, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7805, loss_cls: 1.8102, loss: 1.8102, grad_norm: 4.4897 2021-01-30 11:21:34,129 - mmaction - INFO - Epoch [62][3640/3757] lr: 1.000e-03, eta: 19:41:24, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7922, loss_cls: 1.7882, loss: 1.7882, grad_norm: 4.3955 2021-01-30 11:21:39,720 - mmaction - INFO - Epoch [62][3660/3757] lr: 1.000e-03, eta: 19:41:12, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8102, loss_cls: 1.7429, loss: 1.7429, grad_norm: 4.4264 2021-01-30 11:21:45,736 - mmaction - INFO - Epoch [62][3680/3757] lr: 1.000e-03, eta: 19:40:59, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8164, loss_cls: 1.7279, loss: 1.7279, grad_norm: 4.4846 2021-01-30 11:21:50,918 - mmaction - INFO - Epoch [62][3700/3757] lr: 1.000e-03, eta: 19:40:46, time: 0.258, data_time: 0.000, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8086, loss_cls: 1.7476, loss: 1.7476, grad_norm: 4.5393 2021-01-30 11:21:57,052 - mmaction - INFO - Epoch [62][3720/3757] lr: 1.000e-03, eta: 19:40:34, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6912, loss: 1.6912, grad_norm: 4.3653 2021-01-30 11:22:02,635 - mmaction - INFO - Epoch [62][3740/3757] lr: 1.000e-03, eta: 19:40:22, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8039, loss_cls: 1.7351, loss: 1.7351, grad_norm: 4.4302 2021-01-30 11:22:26,819 - mmaction - INFO - Saving checkpoint at 62 epochs 2021-01-30 11:34:25,117 - mmaction - INFO - Epoch [63][20/3757] lr: 1.000e-03, eta: 19:47:12, time: 35.890, data_time: 35.409, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8047, loss_cls: 1.7589, loss: 1.7589, grad_norm: 4.5400 2021-01-30 11:34:29,279 - mmaction - INFO - Epoch [63][40/3757] lr: 1.000e-03, eta: 19:46:59, time: 0.223, data_time: 0.018, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7335, loss: 1.7335, grad_norm: 4.5058 2021-01-30 11:34:33,486 - mmaction - INFO - Epoch [63][60/3757] lr: 1.000e-03, eta: 19:46:45, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7589, loss: 1.7589, grad_norm: 4.4500 2021-01-30 11:34:37,623 - mmaction - INFO - Epoch [63][80/3757] lr: 1.000e-03, eta: 19:46:31, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.6894, loss: 1.6894, grad_norm: 4.3978 2021-01-30 11:34:41,858 - mmaction - INFO - Epoch [63][100/3757] lr: 1.000e-03, eta: 19:46:18, time: 0.210, data_time: 0.003, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.5005 2021-01-30 11:34:46,063 - mmaction - INFO - Epoch [63][120/3757] lr: 1.000e-03, eta: 19:46:04, time: 0.212, data_time: 0.005, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8258, loss_cls: 1.5733, loss: 1.5733, grad_norm: 4.2999 2021-01-30 11:34:50,161 - mmaction - INFO - Epoch [63][140/3757] lr: 1.000e-03, eta: 19:45:51, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8266, loss_cls: 1.6331, loss: 1.6331, grad_norm: 4.3730 2021-01-30 11:34:54,418 - mmaction - INFO - Epoch [63][160/3757] lr: 1.000e-03, eta: 19:45:37, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8023, loss_cls: 1.7023, loss: 1.7023, grad_norm: 4.5048 2021-01-30 11:34:58,566 - mmaction - INFO - Epoch [63][180/3757] lr: 1.000e-03, eta: 19:45:24, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7134, loss: 1.7134, grad_norm: 4.5771 2021-01-30 11:35:02,807 - mmaction - INFO - Epoch [63][200/3757] lr: 1.000e-03, eta: 19:45:10, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7969, loss_cls: 1.7442, loss: 1.7442, grad_norm: 4.6086 2021-01-30 11:35:06,926 - mmaction - INFO - Epoch [63][220/3757] lr: 1.000e-03, eta: 19:44:57, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8086, loss_cls: 1.6943, loss: 1.6943, grad_norm: 4.5175 2021-01-30 11:35:11,056 - mmaction - INFO - Epoch [63][240/3757] lr: 1.000e-03, eta: 19:44:43, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7828, loss_cls: 1.7666, loss: 1.7666, grad_norm: 4.4233 2021-01-30 11:35:15,328 - mmaction - INFO - Epoch [63][260/3757] lr: 1.000e-03, eta: 19:44:30, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8016, loss_cls: 1.7147, loss: 1.7147, grad_norm: 4.3415 2021-01-30 11:35:19,444 - mmaction - INFO - Epoch [63][280/3757] lr: 1.000e-03, eta: 19:44:16, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5750, loss: 1.5750, grad_norm: 4.2601 2021-01-30 11:35:23,836 - mmaction - INFO - Epoch [63][300/3757] lr: 1.000e-03, eta: 19:44:03, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7961, loss_cls: 1.7897, loss: 1.7897, grad_norm: 4.4077 2021-01-30 11:35:28,085 - mmaction - INFO - Epoch [63][320/3757] lr: 1.000e-03, eta: 19:43:49, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7914, loss_cls: 1.8065, loss: 1.8065, grad_norm: 4.5634 2021-01-30 11:35:32,218 - mmaction - INFO - Epoch [63][340/3757] lr: 1.000e-03, eta: 19:43:36, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8086, loss_cls: 1.6838, loss: 1.6838, grad_norm: 4.4604 2021-01-30 11:35:36,487 - mmaction - INFO - Epoch [63][360/3757] lr: 1.000e-03, eta: 19:43:22, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7891, loss_cls: 1.7589, loss: 1.7589, grad_norm: 4.4900 2021-01-30 11:35:40,767 - mmaction - INFO - Epoch [63][380/3757] lr: 1.000e-03, eta: 19:43:09, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8180, loss_cls: 1.6494, loss: 1.6494, grad_norm: 4.3344 2021-01-30 11:35:45,087 - mmaction - INFO - Epoch [63][400/3757] lr: 1.000e-03, eta: 19:42:56, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8117, loss_cls: 1.6872, loss: 1.6872, grad_norm: 4.3901 2021-01-30 11:35:49,294 - mmaction - INFO - Epoch [63][420/3757] lr: 1.000e-03, eta: 19:42:42, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8141, loss_cls: 1.6917, loss: 1.6917, grad_norm: 4.3965 2021-01-30 11:35:53,829 - mmaction - INFO - Epoch [63][440/3757] lr: 1.000e-03, eta: 19:42:29, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7914, loss_cls: 1.7590, loss: 1.7590, grad_norm: 4.5341 2021-01-30 11:35:58,109 - mmaction - INFO - Epoch [63][460/3757] lr: 1.000e-03, eta: 19:42:15, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8148, loss_cls: 1.6640, loss: 1.6640, grad_norm: 4.3720 2021-01-30 11:36:02,502 - mmaction - INFO - Epoch [63][480/3757] lr: 1.000e-03, eta: 19:42:02, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8063, loss_cls: 1.7083, loss: 1.7083, grad_norm: 4.3350 2021-01-30 11:36:06,941 - mmaction - INFO - Epoch [63][500/3757] lr: 1.000e-03, eta: 19:41:49, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.7347, loss: 1.7347, grad_norm: 4.4296 2021-01-30 11:36:11,336 - mmaction - INFO - Epoch [63][520/3757] lr: 1.000e-03, eta: 19:41:35, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8125, loss_cls: 1.6309, loss: 1.6309, grad_norm: 4.3509 2021-01-30 11:36:16,133 - mmaction - INFO - Epoch [63][540/3757] lr: 1.000e-03, eta: 19:41:22, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8070, loss_cls: 1.7490, loss: 1.7490, grad_norm: 4.5772 2021-01-30 11:36:20,535 - mmaction - INFO - Epoch [63][560/3757] lr: 1.000e-03, eta: 19:41:09, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.6505, loss: 1.6505, grad_norm: 4.4908 2021-01-30 11:36:25,370 - mmaction - INFO - Epoch [63][580/3757] lr: 1.000e-03, eta: 19:40:56, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8070, loss_cls: 1.7027, loss: 1.7027, grad_norm: 4.6121 2021-01-30 11:36:30,325 - mmaction - INFO - Epoch [63][600/3757] lr: 1.000e-03, eta: 19:40:43, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8180, loss_cls: 1.6743, loss: 1.6743, grad_norm: 4.4183 2021-01-30 11:36:35,375 - mmaction - INFO - Epoch [63][620/3757] lr: 1.000e-03, eta: 19:40:30, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8063, loss_cls: 1.7419, loss: 1.7419, grad_norm: 4.6144 2021-01-30 11:36:40,288 - mmaction - INFO - Epoch [63][640/3757] lr: 1.000e-03, eta: 19:40:17, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7906, loss_cls: 1.7521, loss: 1.7521, grad_norm: 4.4455 2021-01-30 11:36:45,869 - mmaction - INFO - Epoch [63][660/3757] lr: 1.000e-03, eta: 19:40:04, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.7177, loss: 1.7177, grad_norm: 4.4280 2021-01-30 11:36:50,863 - mmaction - INFO - Epoch [63][680/3757] lr: 1.000e-03, eta: 19:39:51, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.6968, loss: 1.6968, grad_norm: 4.3811 2021-01-30 11:36:55,518 - mmaction - INFO - Epoch [63][700/3757] lr: 1.000e-03, eta: 19:39:38, time: 0.233, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7906, loss_cls: 1.7930, loss: 1.7930, grad_norm: 4.4966 2021-01-30 11:37:00,617 - mmaction - INFO - Epoch [63][720/3757] lr: 1.000e-03, eta: 19:39:25, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7179, loss: 1.7179, grad_norm: 4.4383 2021-01-30 11:37:06,076 - mmaction - INFO - Epoch [63][740/3757] lr: 1.000e-03, eta: 19:39:12, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7906, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.5327 2021-01-30 11:37:11,337 - mmaction - INFO - Epoch [63][760/3757] lr: 1.000e-03, eta: 19:38:59, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8047, loss_cls: 1.7353, loss: 1.7353, grad_norm: 4.5918 2021-01-30 11:37:16,064 - mmaction - INFO - Epoch [63][780/3757] lr: 1.000e-03, eta: 19:38:46, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8266, loss_cls: 1.6679, loss: 1.6679, grad_norm: 4.4703 2021-01-30 11:37:21,226 - mmaction - INFO - Epoch [63][800/3757] lr: 1.000e-03, eta: 19:38:33, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8109, loss_cls: 1.6726, loss: 1.6726, grad_norm: 4.4240 2021-01-30 11:37:26,277 - mmaction - INFO - Epoch [63][820/3757] lr: 1.000e-03, eta: 19:38:20, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8133, loss_cls: 1.6945, loss: 1.6945, grad_norm: 4.4830 2021-01-30 11:37:32,558 - mmaction - INFO - Epoch [63][840/3757] lr: 1.000e-03, eta: 19:38:08, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7043, loss: 1.7043, grad_norm: 4.5175 2021-01-30 11:37:37,797 - mmaction - INFO - Epoch [63][860/3757] lr: 1.000e-03, eta: 19:37:55, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7953, loss_cls: 1.7231, loss: 1.7231, grad_norm: 4.5076 2021-01-30 11:37:43,092 - mmaction - INFO - Epoch [63][880/3757] lr: 1.000e-03, eta: 19:37:43, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7961, loss_cls: 1.7538, loss: 1.7538, grad_norm: 4.4035 2021-01-30 11:37:48,362 - mmaction - INFO - Epoch [63][900/3757] lr: 1.000e-03, eta: 19:37:30, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8109, loss_cls: 1.7161, loss: 1.7161, grad_norm: 4.3844 2021-01-30 11:37:53,773 - mmaction - INFO - Epoch [63][920/3757] lr: 1.000e-03, eta: 19:37:17, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7867, loss_cls: 1.7730, loss: 1.7730, grad_norm: 4.4255 2021-01-30 11:37:59,215 - mmaction - INFO - Epoch [63][940/3757] lr: 1.000e-03, eta: 19:37:04, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.4280 2021-01-30 11:38:05,057 - mmaction - INFO - Epoch [63][960/3757] lr: 1.000e-03, eta: 19:36:52, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.7038, loss: 1.7038, grad_norm: 4.4073 2021-01-30 11:38:10,744 - mmaction - INFO - Epoch [63][980/3757] lr: 1.000e-03, eta: 19:36:39, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.6714, loss: 1.6714, grad_norm: 4.3799 2021-01-30 11:38:16,087 - mmaction - INFO - Epoch [63][1000/3757] lr: 1.000e-03, eta: 19:36:27, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8078, loss_cls: 1.7406, loss: 1.7406, grad_norm: 4.5223 2021-01-30 11:38:21,652 - mmaction - INFO - Epoch [63][1020/3757] lr: 1.000e-03, eta: 19:36:14, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.6474, loss: 1.6474, grad_norm: 4.4604 2021-01-30 11:38:27,402 - mmaction - INFO - Epoch [63][1040/3757] lr: 1.000e-03, eta: 19:36:02, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8109, loss_cls: 1.6630, loss: 1.6630, grad_norm: 4.4819 2021-01-30 11:38:32,867 - mmaction - INFO - Epoch [63][1060/3757] lr: 1.000e-03, eta: 19:35:49, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7922, loss_cls: 1.7492, loss: 1.7492, grad_norm: 4.6014 2021-01-30 11:38:38,554 - mmaction - INFO - Epoch [63][1080/3757] lr: 1.000e-03, eta: 19:35:36, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8203, loss_cls: 1.7485, loss: 1.7485, grad_norm: 4.6054 2021-01-30 11:38:43,984 - mmaction - INFO - Epoch [63][1100/3757] lr: 1.000e-03, eta: 19:35:24, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7906, loss_cls: 1.8207, loss: 1.8207, grad_norm: 4.5627 2021-01-30 11:38:49,521 - mmaction - INFO - Epoch [63][1120/3757] lr: 1.000e-03, eta: 19:35:11, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8039, loss_cls: 1.7230, loss: 1.7230, grad_norm: 4.4702 2021-01-30 11:38:55,236 - mmaction - INFO - Epoch [63][1140/3757] lr: 1.000e-03, eta: 19:34:58, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8117, loss_cls: 1.6606, loss: 1.6606, grad_norm: 4.3398 2021-01-30 11:39:00,927 - mmaction - INFO - Epoch [63][1160/3757] lr: 1.000e-03, eta: 19:34:46, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7992, loss_cls: 1.7589, loss: 1.7589, grad_norm: 4.5157 2021-01-30 11:39:06,719 - mmaction - INFO - Epoch [63][1180/3757] lr: 1.000e-03, eta: 19:34:33, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8313, loss_cls: 1.6006, loss: 1.6006, grad_norm: 4.3263 2021-01-30 11:39:12,847 - mmaction - INFO - Epoch [63][1200/3757] lr: 1.000e-03, eta: 19:34:21, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.7583, loss: 1.7583, grad_norm: 4.4178 2021-01-30 11:39:18,626 - mmaction - INFO - Epoch [63][1220/3757] lr: 1.000e-03, eta: 19:34:09, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8164, loss_cls: 1.6958, loss: 1.6958, grad_norm: 4.4673 2021-01-30 11:39:24,573 - mmaction - INFO - Epoch [63][1240/3757] lr: 1.000e-03, eta: 19:33:56, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8086, loss_cls: 1.7162, loss: 1.7162, grad_norm: 4.4084 2021-01-30 11:39:30,372 - mmaction - INFO - Epoch [63][1260/3757] lr: 1.000e-03, eta: 19:33:44, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8000, loss_cls: 1.7473, loss: 1.7473, grad_norm: 4.4784 2021-01-30 11:39:36,123 - mmaction - INFO - Epoch [63][1280/3757] lr: 1.000e-03, eta: 19:33:31, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7914, loss_cls: 1.7459, loss: 1.7459, grad_norm: 4.3626 2021-01-30 11:39:41,832 - mmaction - INFO - Epoch [63][1300/3757] lr: 1.000e-03, eta: 19:33:19, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8039, loss_cls: 1.6974, loss: 1.6974, grad_norm: 4.5389 2021-01-30 11:39:47,721 - mmaction - INFO - Epoch [63][1320/3757] lr: 1.000e-03, eta: 19:33:06, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8125, loss_cls: 1.6753, loss: 1.6753, grad_norm: 4.3460 2021-01-30 11:39:53,356 - mmaction - INFO - Epoch [63][1340/3757] lr: 1.000e-03, eta: 19:32:54, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8141, loss_cls: 1.6632, loss: 1.6632, grad_norm: 4.4268 2021-01-30 11:39:58,754 - mmaction - INFO - Epoch [63][1360/3757] lr: 1.000e-03, eta: 19:32:41, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7395, loss: 1.7395, grad_norm: 4.4707 2021-01-30 11:40:05,175 - mmaction - INFO - Epoch [63][1380/3757] lr: 1.000e-03, eta: 19:32:29, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8023, loss_cls: 1.7276, loss: 1.7276, grad_norm: 4.5078 2021-01-30 11:40:10,619 - mmaction - INFO - Epoch [63][1400/3757] lr: 1.000e-03, eta: 19:32:16, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7922, loss_cls: 1.8047, loss: 1.8047, grad_norm: 4.5714 2021-01-30 11:40:16,777 - mmaction - INFO - Epoch [63][1420/3757] lr: 1.000e-03, eta: 19:32:04, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8000, loss_cls: 1.7446, loss: 1.7446, grad_norm: 4.4132 2021-01-30 11:40:22,535 - mmaction - INFO - Epoch [63][1440/3757] lr: 1.000e-03, eta: 19:31:52, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8086, loss_cls: 1.7231, loss: 1.7231, grad_norm: 4.4216 2021-01-30 11:40:28,117 - mmaction - INFO - Epoch [63][1460/3757] lr: 1.000e-03, eta: 19:31:39, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8148, loss_cls: 1.6616, loss: 1.6616, grad_norm: 4.3974 2021-01-30 11:40:33,545 - mmaction - INFO - Epoch [63][1480/3757] lr: 1.000e-03, eta: 19:31:26, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.6461, loss: 1.6461, grad_norm: 4.4440 2021-01-30 11:40:39,174 - mmaction - INFO - Epoch [63][1500/3757] lr: 1.000e-03, eta: 19:31:14, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8070, loss_cls: 1.7137, loss: 1.7137, grad_norm: 4.5389 2021-01-30 11:40:44,393 - mmaction - INFO - Epoch [63][1520/3757] lr: 1.000e-03, eta: 19:31:01, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8094, loss_cls: 1.6786, loss: 1.6786, grad_norm: 4.4650 2021-01-30 11:40:50,341 - mmaction - INFO - Epoch [63][1540/3757] lr: 1.000e-03, eta: 19:30:49, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.7405, loss: 1.7405, grad_norm: 4.6741 2021-01-30 11:40:55,603 - mmaction - INFO - Epoch [63][1560/3757] lr: 1.000e-03, eta: 19:30:36, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8070, loss_cls: 1.7149, loss: 1.7149, grad_norm: 4.3419 2021-01-30 11:41:01,395 - mmaction - INFO - Epoch [63][1580/3757] lr: 1.000e-03, eta: 19:30:24, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7328, loss: 1.7328, grad_norm: 4.5391 2021-01-30 11:41:07,707 - mmaction - INFO - Epoch [63][1600/3757] lr: 1.000e-03, eta: 19:30:11, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8242, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.4984 2021-01-30 11:41:13,090 - mmaction - INFO - Epoch [63][1620/3757] lr: 1.000e-03, eta: 19:29:59, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.7914, loss_cls: 1.7451, loss: 1.7451, grad_norm: 4.4159 2021-01-30 11:41:19,083 - mmaction - INFO - Epoch [63][1640/3757] lr: 1.000e-03, eta: 19:29:46, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7820, loss_cls: 1.8325, loss: 1.8325, grad_norm: 4.5222 2021-01-30 11:41:25,008 - mmaction - INFO - Epoch [63][1660/3757] lr: 1.000e-03, eta: 19:29:34, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8211, loss_cls: 1.6564, loss: 1.6564, grad_norm: 4.4312 2021-01-30 11:41:31,535 - mmaction - INFO - Epoch [63][1680/3757] lr: 1.000e-03, eta: 19:29:22, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6855, loss: 1.6855, grad_norm: 4.3924 2021-01-30 11:41:36,858 - mmaction - INFO - Epoch [63][1700/3757] lr: 1.000e-03, eta: 19:29:09, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8117, loss_cls: 1.7429, loss: 1.7429, grad_norm: 4.4789 2021-01-30 11:41:42,766 - mmaction - INFO - Epoch [63][1720/3757] lr: 1.000e-03, eta: 19:28:57, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.6623, loss: 1.6623, grad_norm: 4.4580 2021-01-30 11:41:48,906 - mmaction - INFO - Epoch [63][1740/3757] lr: 1.000e-03, eta: 19:28:45, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8133, loss_cls: 1.7193, loss: 1.7193, grad_norm: 4.5080 2021-01-30 11:41:54,913 - mmaction - INFO - Epoch [63][1760/3757] lr: 1.000e-03, eta: 19:28:32, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8187, loss_cls: 1.6430, loss: 1.6430, grad_norm: 4.3249 2021-01-30 11:42:00,465 - mmaction - INFO - Epoch [63][1780/3757] lr: 1.000e-03, eta: 19:28:20, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8063, loss_cls: 1.6964, loss: 1.6964, grad_norm: 4.3063 2021-01-30 11:42:07,146 - mmaction - INFO - Epoch [63][1800/3757] lr: 1.000e-03, eta: 19:28:08, time: 0.335, data_time: 0.003, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8211, loss_cls: 1.6687, loss: 1.6687, grad_norm: 4.3267 2021-01-30 11:42:13,072 - mmaction - INFO - Epoch [63][1820/3757] lr: 1.000e-03, eta: 19:27:56, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.7587, loss: 1.7587, grad_norm: 4.5844 2021-01-30 11:42:19,107 - mmaction - INFO - Epoch [63][1840/3757] lr: 1.000e-03, eta: 19:27:43, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6853, loss: 1.6853, grad_norm: 4.5551 2021-01-30 11:42:24,140 - mmaction - INFO - Epoch [63][1860/3757] lr: 1.000e-03, eta: 19:27:30, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8047, loss_cls: 1.6815, loss: 1.6815, grad_norm: 4.3646 2021-01-30 11:42:30,300 - mmaction - INFO - Epoch [63][1880/3757] lr: 1.000e-03, eta: 19:27:18, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7984, loss_cls: 1.7700, loss: 1.7700, grad_norm: 4.5392 2021-01-30 11:42:36,211 - mmaction - INFO - Epoch [63][1900/3757] lr: 1.000e-03, eta: 19:27:06, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.6735, loss: 1.6735, grad_norm: 4.3480 2021-01-30 11:42:42,643 - mmaction - INFO - Epoch [63][1920/3757] lr: 1.000e-03, eta: 19:26:54, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8055, loss_cls: 1.7760, loss: 1.7760, grad_norm: 4.5111 2021-01-30 11:42:48,594 - mmaction - INFO - Epoch [63][1940/3757] lr: 1.000e-03, eta: 19:26:41, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8016, loss_cls: 1.7449, loss: 1.7449, grad_norm: 4.5542 2021-01-30 11:42:53,649 - mmaction - INFO - Epoch [63][1960/3757] lr: 1.000e-03, eta: 19:26:29, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8016, loss_cls: 1.8010, loss: 1.8010, grad_norm: 4.6427 2021-01-30 11:43:00,148 - mmaction - INFO - Epoch [63][1980/3757] lr: 1.000e-03, eta: 19:26:17, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.7250, loss: 1.7250, grad_norm: 4.4169 2021-01-30 11:43:06,173 - mmaction - INFO - Epoch [63][2000/3757] lr: 1.000e-03, eta: 19:26:04, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7945, loss_cls: 1.7626, loss: 1.7626, grad_norm: 4.4203 2021-01-30 11:43:11,626 - mmaction - INFO - Epoch [63][2020/3757] lr: 1.000e-03, eta: 19:25:52, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8086, loss_cls: 1.7514, loss: 1.7514, grad_norm: 4.5077 2021-01-30 11:43:17,598 - mmaction - INFO - Epoch [63][2040/3757] lr: 1.000e-03, eta: 19:25:39, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8055, loss_cls: 1.7083, loss: 1.7083, grad_norm: 4.3169 2021-01-30 11:43:23,600 - mmaction - INFO - Epoch [63][2060/3757] lr: 1.000e-03, eta: 19:25:27, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8297, loss_cls: 1.6243, loss: 1.6243, grad_norm: 4.2694 2021-01-30 11:43:29,427 - mmaction - INFO - Epoch [63][2080/3757] lr: 1.000e-03, eta: 19:25:15, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8258, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.3649 2021-01-30 11:43:35,102 - mmaction - INFO - Epoch [63][2100/3757] lr: 1.000e-03, eta: 19:25:02, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7969, loss_cls: 1.7767, loss: 1.7767, grad_norm: 4.5373 2021-01-30 11:43:40,606 - mmaction - INFO - Epoch [63][2120/3757] lr: 1.000e-03, eta: 19:24:49, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8273, loss_cls: 1.6100, loss: 1.6100, grad_norm: 4.4183 2021-01-30 11:43:46,555 - mmaction - INFO - Epoch [63][2140/3757] lr: 1.000e-03, eta: 19:24:37, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7992, loss_cls: 1.7506, loss: 1.7506, grad_norm: 4.5155 2021-01-30 11:43:52,017 - mmaction - INFO - Epoch [63][2160/3757] lr: 1.000e-03, eta: 19:24:25, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.6988, loss: 1.6988, grad_norm: 4.3215 2021-01-30 11:43:57,832 - mmaction - INFO - Epoch [63][2180/3757] lr: 1.000e-03, eta: 19:24:12, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7765, loss: 1.7765, grad_norm: 4.6137 2021-01-30 11:44:03,667 - mmaction - INFO - Epoch [63][2200/3757] lr: 1.000e-03, eta: 19:24:00, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7992, loss_cls: 1.7475, loss: 1.7475, grad_norm: 4.5374 2021-01-30 11:44:09,748 - mmaction - INFO - Epoch [63][2220/3757] lr: 1.000e-03, eta: 19:23:48, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8242, loss_cls: 1.6493, loss: 1.6493, grad_norm: 4.3622 2021-01-30 11:44:15,827 - mmaction - INFO - Epoch [63][2240/3757] lr: 1.000e-03, eta: 19:23:35, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6857, loss: 1.6857, grad_norm: 4.4363 2021-01-30 11:44:22,237 - mmaction - INFO - Epoch [63][2260/3757] lr: 1.000e-03, eta: 19:23:23, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7930, loss_cls: 1.7899, loss: 1.7899, grad_norm: 4.5606 2021-01-30 11:44:28,076 - mmaction - INFO - Epoch [63][2280/3757] lr: 1.000e-03, eta: 19:23:11, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.7147, loss: 1.7147, grad_norm: 4.4295 2021-01-30 11:44:34,116 - mmaction - INFO - Epoch [63][2300/3757] lr: 1.000e-03, eta: 19:22:59, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8016, loss_cls: 1.7113, loss: 1.7113, grad_norm: 4.2818 2021-01-30 11:44:40,443 - mmaction - INFO - Epoch [63][2320/3757] lr: 1.000e-03, eta: 19:22:46, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8055, loss_cls: 1.7157, loss: 1.7157, grad_norm: 4.4922 2021-01-30 11:44:46,042 - mmaction - INFO - Epoch [63][2340/3757] lr: 1.000e-03, eta: 19:22:34, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8000, loss_cls: 1.7086, loss: 1.7086, grad_norm: 4.4345 2021-01-30 11:44:52,006 - mmaction - INFO - Epoch [63][2360/3757] lr: 1.000e-03, eta: 19:22:22, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8242, loss_cls: 1.6591, loss: 1.6591, grad_norm: 4.4219 2021-01-30 11:44:57,777 - mmaction - INFO - Epoch [63][2380/3757] lr: 1.000e-03, eta: 19:22:09, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8203, loss_cls: 1.6673, loss: 1.6673, grad_norm: 4.4652 2021-01-30 11:45:03,905 - mmaction - INFO - Epoch [63][2400/3757] lr: 1.000e-03, eta: 19:21:57, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7836, loss_cls: 1.8300, loss: 1.8300, grad_norm: 4.6486 2021-01-30 11:45:09,842 - mmaction - INFO - Epoch [63][2420/3757] lr: 1.000e-03, eta: 19:21:45, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8039, loss_cls: 1.6938, loss: 1.6938, grad_norm: 4.4384 2021-01-30 11:45:15,082 - mmaction - INFO - Epoch [63][2440/3757] lr: 1.000e-03, eta: 19:21:32, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8250, loss_cls: 1.6433, loss: 1.6433, grad_norm: 4.4267 2021-01-30 11:45:20,889 - mmaction - INFO - Epoch [63][2460/3757] lr: 1.000e-03, eta: 19:21:20, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7984, loss_cls: 1.8070, loss: 1.8070, grad_norm: 4.6268 2021-01-30 11:45:27,410 - mmaction - INFO - Epoch [63][2480/3757] lr: 1.000e-03, eta: 19:21:08, time: 0.326, data_time: 0.003, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7836, loss_cls: 1.7952, loss: 1.7952, grad_norm: 4.4665 2021-01-30 11:45:32,566 - mmaction - INFO - Epoch [63][2500/3757] lr: 1.000e-03, eta: 19:20:55, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8086, loss_cls: 1.6966, loss: 1.6966, grad_norm: 4.4326 2021-01-30 11:45:38,850 - mmaction - INFO - Epoch [63][2520/3757] lr: 1.000e-03, eta: 19:20:43, time: 0.314, data_time: 0.004, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8102, loss_cls: 1.7116, loss: 1.7116, grad_norm: 4.3516 2021-01-30 11:45:44,674 - mmaction - INFO - Epoch [63][2540/3757] lr: 1.000e-03, eta: 19:20:30, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.6732, loss: 1.6732, grad_norm: 4.4250 2021-01-30 11:45:50,958 - mmaction - INFO - Epoch [63][2560/3757] lr: 1.000e-03, eta: 19:20:18, time: 0.314, data_time: 0.005, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.7384, loss: 1.7384, grad_norm: 4.5137 2021-01-30 11:45:56,593 - mmaction - INFO - Epoch [63][2580/3757] lr: 1.000e-03, eta: 19:20:06, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7992, loss_cls: 1.7446, loss: 1.7446, grad_norm: 4.5908 2021-01-30 11:46:02,478 - mmaction - INFO - Epoch [63][2600/3757] lr: 1.000e-03, eta: 19:19:53, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7984, loss_cls: 1.7225, loss: 1.7225, grad_norm: 4.5248 2021-01-30 11:46:09,128 - mmaction - INFO - Epoch [63][2620/3757] lr: 1.000e-03, eta: 19:19:42, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8070, loss_cls: 1.7172, loss: 1.7172, grad_norm: 4.5306 2021-01-30 11:46:15,355 - mmaction - INFO - Epoch [63][2640/3757] lr: 1.000e-03, eta: 19:19:29, time: 0.311, data_time: 0.003, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8234, loss_cls: 1.6110, loss: 1.6110, grad_norm: 4.3991 2021-01-30 11:46:20,916 - mmaction - INFO - Epoch [63][2660/3757] lr: 1.000e-03, eta: 19:19:17, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7598, loss: 1.7598, grad_norm: 4.6022 2021-01-30 11:46:26,964 - mmaction - INFO - Epoch [63][2680/3757] lr: 1.000e-03, eta: 19:19:05, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8117, loss_cls: 1.7296, loss: 1.7296, grad_norm: 4.4707 2021-01-30 11:46:32,704 - mmaction - INFO - Epoch [63][2700/3757] lr: 1.000e-03, eta: 19:18:52, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8063, loss_cls: 1.6855, loss: 1.6855, grad_norm: 4.4335 2021-01-30 11:46:38,603 - mmaction - INFO - Epoch [63][2720/3757] lr: 1.000e-03, eta: 19:18:40, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6951, loss: 1.6951, grad_norm: 4.2761 2021-01-30 11:46:44,953 - mmaction - INFO - Epoch [63][2740/3757] lr: 1.000e-03, eta: 19:18:28, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.7029, loss: 1.7029, grad_norm: 4.4855 2021-01-30 11:46:51,452 - mmaction - INFO - Epoch [63][2760/3757] lr: 1.000e-03, eta: 19:18:16, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.6243, loss: 1.6243, grad_norm: 4.4787 2021-01-30 11:46:58,067 - mmaction - INFO - Epoch [63][2780/3757] lr: 1.000e-03, eta: 19:18:04, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.7312, loss: 1.7312, grad_norm: 4.6026 2021-01-30 11:47:04,010 - mmaction - INFO - Epoch [63][2800/3757] lr: 1.000e-03, eta: 19:17:52, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7945, loss_cls: 1.7431, loss: 1.7431, grad_norm: 4.4585 2021-01-30 11:47:09,867 - mmaction - INFO - Epoch [63][2820/3757] lr: 1.000e-03, eta: 19:17:39, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8133, loss_cls: 1.7100, loss: 1.7100, grad_norm: 4.3967 2021-01-30 11:47:15,357 - mmaction - INFO - Epoch [63][2840/3757] lr: 1.000e-03, eta: 19:17:27, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7467, loss: 1.7467, grad_norm: 4.4872 2021-01-30 11:47:21,563 - mmaction - INFO - Epoch [63][2860/3757] lr: 1.000e-03, eta: 19:17:15, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7937, loss_cls: 1.7299, loss: 1.7299, grad_norm: 4.4252 2021-01-30 11:47:27,344 - mmaction - INFO - Epoch [63][2880/3757] lr: 1.000e-03, eta: 19:17:02, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7984, loss_cls: 1.7864, loss: 1.7864, grad_norm: 4.6269 2021-01-30 11:47:33,259 - mmaction - INFO - Epoch [63][2900/3757] lr: 1.000e-03, eta: 19:16:50, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8078, loss_cls: 1.7271, loss: 1.7271, grad_norm: 4.3867 2021-01-30 11:47:39,809 - mmaction - INFO - Epoch [63][2920/3757] lr: 1.000e-03, eta: 19:16:38, time: 0.328, data_time: 0.004, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8039, loss_cls: 1.6698, loss: 1.6698, grad_norm: 4.3878 2021-01-30 11:47:45,073 - mmaction - INFO - Epoch [63][2940/3757] lr: 1.000e-03, eta: 19:16:25, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7961, loss_cls: 1.7690, loss: 1.7690, grad_norm: 4.5118 2021-01-30 11:47:51,167 - mmaction - INFO - Epoch [63][2960/3757] lr: 1.000e-03, eta: 19:16:13, time: 0.305, data_time: 0.005, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7898, loss_cls: 1.8002, loss: 1.8002, grad_norm: 4.4243 2021-01-30 11:47:57,348 - mmaction - INFO - Epoch [63][2980/3757] lr: 1.000e-03, eta: 19:16:01, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.7198, loss: 1.7198, grad_norm: 4.5518 2021-01-30 11:48:03,341 - mmaction - INFO - Epoch [63][3000/3757] lr: 1.000e-03, eta: 19:15:49, time: 0.299, data_time: 0.005, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8180, loss_cls: 1.6910, loss: 1.6910, grad_norm: 4.3906 2021-01-30 11:48:09,274 - mmaction - INFO - Epoch [63][3020/3757] lr: 1.000e-03, eta: 19:15:36, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.7483, loss: 1.7483, grad_norm: 4.4744 2021-01-30 11:48:15,079 - mmaction - INFO - Epoch [63][3040/3757] lr: 1.000e-03, eta: 19:15:24, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8078, loss_cls: 1.7364, loss: 1.7364, grad_norm: 4.5034 2021-01-30 11:48:20,689 - mmaction - INFO - Epoch [63][3060/3757] lr: 1.000e-03, eta: 19:15:12, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7343, loss: 1.7343, grad_norm: 4.6360 2021-01-30 11:48:26,802 - mmaction - INFO - Epoch [63][3080/3757] lr: 1.000e-03, eta: 19:14:59, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8125, loss_cls: 1.6685, loss: 1.6685, grad_norm: 4.4077 2021-01-30 11:48:33,130 - mmaction - INFO - Epoch [63][3100/3757] lr: 1.000e-03, eta: 19:14:47, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8031, loss_cls: 1.7196, loss: 1.7196, grad_norm: 4.5261 2021-01-30 11:48:39,273 - mmaction - INFO - Epoch [63][3120/3757] lr: 1.000e-03, eta: 19:14:35, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7076, loss: 1.7076, grad_norm: 4.4901 2021-01-30 11:48:45,092 - mmaction - INFO - Epoch [63][3140/3757] lr: 1.000e-03, eta: 19:14:23, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7935, loss: 1.7935, grad_norm: 4.4449 2021-01-30 11:48:50,778 - mmaction - INFO - Epoch [63][3160/3757] lr: 1.000e-03, eta: 19:14:10, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8000, loss_cls: 1.7349, loss: 1.7349, grad_norm: 4.4196 2021-01-30 11:48:56,264 - mmaction - INFO - Epoch [63][3180/3757] lr: 1.000e-03, eta: 19:13:58, time: 0.275, data_time: 0.004, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8086, loss_cls: 1.6949, loss: 1.6949, grad_norm: 4.5352 2021-01-30 11:49:01,575 - mmaction - INFO - Epoch [63][3200/3757] lr: 1.000e-03, eta: 19:13:45, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8039, loss_cls: 1.6915, loss: 1.6915, grad_norm: 4.3980 2021-01-30 11:49:07,959 - mmaction - INFO - Epoch [63][3220/3757] lr: 1.000e-03, eta: 19:13:33, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8242, loss_cls: 1.6473, loss: 1.6473, grad_norm: 4.4515 2021-01-30 11:49:13,459 - mmaction - INFO - Epoch [63][3240/3757] lr: 1.000e-03, eta: 19:13:21, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8148, loss_cls: 1.6548, loss: 1.6548, grad_norm: 4.4255 2021-01-30 11:49:19,605 - mmaction - INFO - Epoch [63][3260/3757] lr: 1.000e-03, eta: 19:13:09, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7930, loss_cls: 1.7400, loss: 1.7400, grad_norm: 4.5292 2021-01-30 11:49:25,217 - mmaction - INFO - Epoch [63][3280/3757] lr: 1.000e-03, eta: 19:12:56, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8078, loss_cls: 1.6724, loss: 1.6724, grad_norm: 4.3959 2021-01-30 11:49:30,971 - mmaction - INFO - Epoch [63][3300/3757] lr: 1.000e-03, eta: 19:12:44, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8047, loss_cls: 1.7408, loss: 1.7408, grad_norm: 4.5563 2021-01-30 11:49:36,940 - mmaction - INFO - Epoch [63][3320/3757] lr: 1.000e-03, eta: 19:12:32, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8180, loss_cls: 1.6530, loss: 1.6530, grad_norm: 4.3779 2021-01-30 11:49:43,386 - mmaction - INFO - Epoch [63][3340/3757] lr: 1.000e-03, eta: 19:12:20, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8117, loss_cls: 1.6965, loss: 1.6965, grad_norm: 4.4887 2021-01-30 11:49:48,622 - mmaction - INFO - Epoch [63][3360/3757] lr: 1.000e-03, eta: 19:12:07, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8219, loss_cls: 1.6891, loss: 1.6891, grad_norm: 4.5509 2021-01-30 11:49:54,140 - mmaction - INFO - Epoch [63][3380/3757] lr: 1.000e-03, eta: 19:11:54, time: 0.276, data_time: 0.004, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.7797, loss: 1.7797, grad_norm: 4.6451 2021-01-30 11:50:00,149 - mmaction - INFO - Epoch [63][3400/3757] lr: 1.000e-03, eta: 19:11:42, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8047, loss_cls: 1.6908, loss: 1.6908, grad_norm: 4.4111 2021-01-30 11:50:06,065 - mmaction - INFO - Epoch [63][3420/3757] lr: 1.000e-03, eta: 19:11:30, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.7979, loss: 1.7979, grad_norm: 4.4938 2021-01-30 11:50:12,567 - mmaction - INFO - Epoch [63][3440/3757] lr: 1.000e-03, eta: 19:11:18, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7930, loss_cls: 1.8196, loss: 1.8196, grad_norm: 4.5272 2021-01-30 11:50:18,911 - mmaction - INFO - Epoch [63][3460/3757] lr: 1.000e-03, eta: 19:11:06, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8141, loss_cls: 1.6957, loss: 1.6957, grad_norm: 4.3096 2021-01-30 11:50:24,486 - mmaction - INFO - Epoch [63][3480/3757] lr: 1.000e-03, eta: 19:10:53, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.5624, loss: 1.5624, grad_norm: 4.2592 2021-01-30 11:50:29,980 - mmaction - INFO - Epoch [63][3500/3757] lr: 1.000e-03, eta: 19:10:41, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7922, loss_cls: 1.7754, loss: 1.7754, grad_norm: 4.4353 2021-01-30 11:50:36,674 - mmaction - INFO - Epoch [63][3520/3757] lr: 1.000e-03, eta: 19:10:29, time: 0.335, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8344, loss_cls: 1.5980, loss: 1.5980, grad_norm: 4.3846 2021-01-30 11:50:43,024 - mmaction - INFO - Epoch [63][3540/3757] lr: 1.000e-03, eta: 19:10:17, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.6954, loss: 1.6954, grad_norm: 4.5867 2021-01-30 11:50:49,178 - mmaction - INFO - Epoch [63][3560/3757] lr: 1.000e-03, eta: 19:10:05, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8094, loss_cls: 1.7067, loss: 1.7067, grad_norm: 4.5433 2021-01-30 11:50:54,973 - mmaction - INFO - Epoch [63][3580/3757] lr: 1.000e-03, eta: 19:09:53, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.6400, loss: 1.6400, grad_norm: 4.3764 2021-01-30 11:51:01,052 - mmaction - INFO - Epoch [63][3600/3757] lr: 1.000e-03, eta: 19:09:40, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8055, loss_cls: 1.7467, loss: 1.7467, grad_norm: 4.4541 2021-01-30 11:51:06,293 - mmaction - INFO - Epoch [63][3620/3757] lr: 1.000e-03, eta: 19:09:28, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7551, loss: 1.7551, grad_norm: 4.4582 2021-01-30 11:51:12,777 - mmaction - INFO - Epoch [63][3640/3757] lr: 1.000e-03, eta: 19:09:16, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.7554, loss: 1.7554, grad_norm: 4.5573 2021-01-30 11:51:18,482 - mmaction - INFO - Epoch [63][3660/3757] lr: 1.000e-03, eta: 19:09:03, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.7085, loss: 1.7085, grad_norm: 4.4123 2021-01-30 11:51:24,260 - mmaction - INFO - Epoch [63][3680/3757] lr: 1.000e-03, eta: 19:08:51, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.7834, loss: 1.7834, grad_norm: 4.5556 2021-01-30 11:51:30,386 - mmaction - INFO - Epoch [63][3700/3757] lr: 1.000e-03, eta: 19:08:39, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8195, loss_cls: 1.6854, loss: 1.6854, grad_norm: 4.4085 2021-01-30 11:51:36,221 - mmaction - INFO - Epoch [63][3720/3757] lr: 1.000e-03, eta: 19:08:27, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8078, loss_cls: 1.6800, loss: 1.6800, grad_norm: 4.4669 2021-01-30 11:51:42,289 - mmaction - INFO - Epoch [63][3740/3757] lr: 1.000e-03, eta: 19:08:15, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7859, loss_cls: 1.7949, loss: 1.7949, grad_norm: 4.3758 2021-01-30 11:52:06,139 - mmaction - INFO - Saving checkpoint at 63 epochs 2021-01-30 12:04:16,560 - mmaction - INFO - Epoch [64][20/3757] lr: 1.000e-03, eta: 19:14:54, time: 36.495, data_time: 35.884, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.6865, loss: 1.6865, grad_norm: 4.5067 2021-01-30 12:04:20,671 - mmaction - INFO - Epoch [64][40/3757] lr: 1.000e-03, eta: 19:14:41, time: 0.214, data_time: 0.010, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8203, loss_cls: 1.6072, loss: 1.6072, grad_norm: 4.5093 2021-01-30 12:04:24,912 - mmaction - INFO - Epoch [64][60/3757] lr: 1.000e-03, eta: 19:14:27, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8133, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.5243 2021-01-30 12:04:29,140 - mmaction - INFO - Epoch [64][80/3757] lr: 1.000e-03, eta: 19:14:14, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.6564, loss: 1.6564, grad_norm: 4.4122 2021-01-30 12:04:33,304 - mmaction - INFO - Epoch [64][100/3757] lr: 1.000e-03, eta: 19:14:01, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.7412, loss: 1.7412, grad_norm: 4.5482 2021-01-30 12:04:37,560 - mmaction - INFO - Epoch [64][120/3757] lr: 1.000e-03, eta: 19:13:47, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.7143, loss: 1.7143, grad_norm: 4.5019 2021-01-30 12:04:41,673 - mmaction - INFO - Epoch [64][140/3757] lr: 1.000e-03, eta: 19:13:34, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8063, loss_cls: 1.7039, loss: 1.7039, grad_norm: 4.5280 2021-01-30 12:04:45,973 - mmaction - INFO - Epoch [64][160/3757] lr: 1.000e-03, eta: 19:13:21, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8156, loss_cls: 1.6761, loss: 1.6761, grad_norm: 4.3403 2021-01-30 12:04:50,200 - mmaction - INFO - Epoch [64][180/3757] lr: 1.000e-03, eta: 19:13:07, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6516, loss: 1.6516, grad_norm: 4.4932 2021-01-30 12:04:54,369 - mmaction - INFO - Epoch [64][200/3757] lr: 1.000e-03, eta: 19:12:54, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.4854 2021-01-30 12:04:58,612 - mmaction - INFO - Epoch [64][220/3757] lr: 1.000e-03, eta: 19:12:41, time: 0.212, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8242, loss_cls: 1.6355, loss: 1.6355, grad_norm: 4.4443 2021-01-30 12:05:02,789 - mmaction - INFO - Epoch [64][240/3757] lr: 1.000e-03, eta: 19:12:27, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8070, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.4823 2021-01-30 12:05:07,051 - mmaction - INFO - Epoch [64][260/3757] lr: 1.000e-03, eta: 19:12:14, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.6742, loss: 1.6742, grad_norm: 4.3502 2021-01-30 12:05:11,200 - mmaction - INFO - Epoch [64][280/3757] lr: 1.000e-03, eta: 19:12:01, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8313, loss_cls: 1.5806, loss: 1.5806, grad_norm: 4.4281 2021-01-30 12:05:15,631 - mmaction - INFO - Epoch [64][300/3757] lr: 1.000e-03, eta: 19:11:47, time: 0.221, data_time: 0.000, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.6979, loss: 1.6979, grad_norm: 4.5147 2021-01-30 12:05:19,882 - mmaction - INFO - Epoch [64][320/3757] lr: 1.000e-03, eta: 19:11:34, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.6726, loss: 1.6726, grad_norm: 4.3577 2021-01-30 12:05:24,094 - mmaction - INFO - Epoch [64][340/3757] lr: 1.000e-03, eta: 19:11:21, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.7918, loss: 1.7918, grad_norm: 4.5552 2021-01-30 12:05:28,370 - mmaction - INFO - Epoch [64][360/3757] lr: 1.000e-03, eta: 19:11:07, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.6983, loss: 1.6983, grad_norm: 4.4270 2021-01-30 12:05:32,520 - mmaction - INFO - Epoch [64][380/3757] lr: 1.000e-03, eta: 19:10:54, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8133, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.4146 2021-01-30 12:05:36,986 - mmaction - INFO - Epoch [64][400/3757] lr: 1.000e-03, eta: 19:10:41, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8133, loss_cls: 1.6693, loss: 1.6693, grad_norm: 4.4524 2021-01-30 12:05:41,294 - mmaction - INFO - Epoch [64][420/3757] lr: 1.000e-03, eta: 19:10:28, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8133, loss_cls: 1.6763, loss: 1.6763, grad_norm: 4.4938 2021-01-30 12:05:45,724 - mmaction - INFO - Epoch [64][440/3757] lr: 1.000e-03, eta: 19:10:14, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8055, loss_cls: 1.7436, loss: 1.7436, grad_norm: 4.6137 2021-01-30 12:05:50,121 - mmaction - INFO - Epoch [64][460/3757] lr: 1.000e-03, eta: 19:10:01, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.7216, loss: 1.7216, grad_norm: 4.4869 2021-01-30 12:05:54,556 - mmaction - INFO - Epoch [64][480/3757] lr: 1.000e-03, eta: 19:09:48, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8063, loss_cls: 1.6901, loss: 1.6901, grad_norm: 4.4221 2021-01-30 12:05:59,096 - mmaction - INFO - Epoch [64][500/3757] lr: 1.000e-03, eta: 19:09:35, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6219, loss: 1.6219, grad_norm: 4.4591 2021-01-30 12:06:03,596 - mmaction - INFO - Epoch [64][520/3757] lr: 1.000e-03, eta: 19:09:22, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7820, loss_cls: 1.8177, loss: 1.8177, grad_norm: 4.5809 2021-01-30 12:06:08,190 - mmaction - INFO - Epoch [64][540/3757] lr: 1.000e-03, eta: 19:09:09, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8172, loss_cls: 1.6248, loss: 1.6248, grad_norm: 4.3241 2021-01-30 12:06:13,405 - mmaction - INFO - Epoch [64][560/3757] lr: 1.000e-03, eta: 19:08:56, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.7562, loss: 1.7562, grad_norm: 4.6346 2021-01-30 12:06:18,572 - mmaction - INFO - Epoch [64][580/3757] lr: 1.000e-03, eta: 19:08:43, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.7438, loss: 1.7438, grad_norm: 4.5155 2021-01-30 12:06:23,277 - mmaction - INFO - Epoch [64][600/3757] lr: 1.000e-03, eta: 19:08:30, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8000, loss_cls: 1.7170, loss: 1.7170, grad_norm: 4.4510 2021-01-30 12:06:28,390 - mmaction - INFO - Epoch [64][620/3757] lr: 1.000e-03, eta: 19:08:17, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.6651, loss: 1.6651, grad_norm: 4.3657 2021-01-30 12:06:33,613 - mmaction - INFO - Epoch [64][640/3757] lr: 1.000e-03, eta: 19:08:05, time: 0.261, data_time: 0.003, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8000, loss_cls: 1.7532, loss: 1.7532, grad_norm: 4.5184 2021-01-30 12:06:38,807 - mmaction - INFO - Epoch [64][660/3757] lr: 1.000e-03, eta: 19:07:52, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6396, loss: 1.6396, grad_norm: 4.4885 2021-01-30 12:06:43,642 - mmaction - INFO - Epoch [64][680/3757] lr: 1.000e-03, eta: 19:07:39, time: 0.242, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8172, loss_cls: 1.6867, loss: 1.6867, grad_norm: 4.5090 2021-01-30 12:06:48,785 - mmaction - INFO - Epoch [64][700/3757] lr: 1.000e-03, eta: 19:07:26, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8148, loss_cls: 1.7045, loss: 1.7045, grad_norm: 4.5205 2021-01-30 12:06:53,545 - mmaction - INFO - Epoch [64][720/3757] lr: 1.000e-03, eta: 19:07:13, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8023, loss_cls: 1.7168, loss: 1.7168, grad_norm: 4.5003 2021-01-30 12:06:59,695 - mmaction - INFO - Epoch [64][740/3757] lr: 1.000e-03, eta: 19:07:01, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8195, loss_cls: 1.6748, loss: 1.6748, grad_norm: 4.4820 2021-01-30 12:07:05,100 - mmaction - INFO - Epoch [64][760/3757] lr: 1.000e-03, eta: 19:06:48, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8000, loss_cls: 1.7406, loss: 1.7406, grad_norm: 4.5994 2021-01-30 12:07:10,169 - mmaction - INFO - Epoch [64][780/3757] lr: 1.000e-03, eta: 19:06:36, time: 0.254, data_time: 0.003, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7906, loss_cls: 1.7752, loss: 1.7752, grad_norm: 4.5886 2021-01-30 12:07:15,535 - mmaction - INFO - Epoch [64][800/3757] lr: 1.000e-03, eta: 19:06:23, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8086, loss_cls: 1.6564, loss: 1.6564, grad_norm: 4.3647 2021-01-30 12:07:21,178 - mmaction - INFO - Epoch [64][820/3757] lr: 1.000e-03, eta: 19:06:11, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8297, loss_cls: 1.6175, loss: 1.6175, grad_norm: 4.3909 2021-01-30 12:07:27,025 - mmaction - INFO - Epoch [64][840/3757] lr: 1.000e-03, eta: 19:05:58, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.7160, loss: 1.7160, grad_norm: 4.5253 2021-01-30 12:07:32,569 - mmaction - INFO - Epoch [64][860/3757] lr: 1.000e-03, eta: 19:05:46, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.6402, loss: 1.6402, grad_norm: 4.4773 2021-01-30 12:07:37,563 - mmaction - INFO - Epoch [64][880/3757] lr: 1.000e-03, eta: 19:05:33, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7083, loss: 1.7083, grad_norm: 4.5115 2021-01-30 12:07:44,153 - mmaction - INFO - Epoch [64][900/3757] lr: 1.000e-03, eta: 19:05:21, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8102, loss_cls: 1.7405, loss: 1.7405, grad_norm: 4.5224 2021-01-30 12:07:49,762 - mmaction - INFO - Epoch [64][920/3757] lr: 1.000e-03, eta: 19:05:09, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8070, loss_cls: 1.7079, loss: 1.7079, grad_norm: 4.4040 2021-01-30 12:07:55,533 - mmaction - INFO - Epoch [64][940/3757] lr: 1.000e-03, eta: 19:04:56, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8070, loss_cls: 1.7454, loss: 1.7454, grad_norm: 4.4666 2021-01-30 12:08:00,819 - mmaction - INFO - Epoch [64][960/3757] lr: 1.000e-03, eta: 19:04:43, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7906, loss_cls: 1.7833, loss: 1.7833, grad_norm: 4.5122 2021-01-30 12:08:06,640 - mmaction - INFO - Epoch [64][980/3757] lr: 1.000e-03, eta: 19:04:31, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7867, loss_cls: 1.8210, loss: 1.8210, grad_norm: 4.5135 2021-01-30 12:08:11,977 - mmaction - INFO - Epoch [64][1000/3757] lr: 1.000e-03, eta: 19:04:19, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8086, loss_cls: 1.6803, loss: 1.6803, grad_norm: 4.3514 2021-01-30 12:08:17,634 - mmaction - INFO - Epoch [64][1020/3757] lr: 1.000e-03, eta: 19:04:06, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7984, loss_cls: 1.7263, loss: 1.7263, grad_norm: 4.5131 2021-01-30 12:08:23,422 - mmaction - INFO - Epoch [64][1040/3757] lr: 1.000e-03, eta: 19:03:54, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.6562, loss: 1.6562, grad_norm: 4.4329 2021-01-30 12:08:28,932 - mmaction - INFO - Epoch [64][1060/3757] lr: 1.000e-03, eta: 19:03:41, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7977, loss_cls: 1.7472, loss: 1.7472, grad_norm: 4.5312 2021-01-30 12:08:34,535 - mmaction - INFO - Epoch [64][1080/3757] lr: 1.000e-03, eta: 19:03:29, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.6224, loss: 1.6224, grad_norm: 4.3211 2021-01-30 12:08:40,035 - mmaction - INFO - Epoch [64][1100/3757] lr: 1.000e-03, eta: 19:03:16, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.8082, loss: 1.8082, grad_norm: 4.6066 2021-01-30 12:08:46,216 - mmaction - INFO - Epoch [64][1120/3757] lr: 1.000e-03, eta: 19:03:04, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.3935 2021-01-30 12:08:51,522 - mmaction - INFO - Epoch [64][1140/3757] lr: 1.000e-03, eta: 19:02:51, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8148, loss_cls: 1.6834, loss: 1.6834, grad_norm: 4.4580 2021-01-30 12:08:57,147 - mmaction - INFO - Epoch [64][1160/3757] lr: 1.000e-03, eta: 19:02:39, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8195, loss_cls: 1.6935, loss: 1.6935, grad_norm: 4.5683 2021-01-30 12:09:02,962 - mmaction - INFO - Epoch [64][1180/3757] lr: 1.000e-03, eta: 19:02:27, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8078, loss_cls: 1.7137, loss: 1.7137, grad_norm: 4.5297 2021-01-30 12:09:08,913 - mmaction - INFO - Epoch [64][1200/3757] lr: 1.000e-03, eta: 19:02:14, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8172, loss_cls: 1.6781, loss: 1.6781, grad_norm: 4.5152 2021-01-30 12:09:15,301 - mmaction - INFO - Epoch [64][1220/3757] lr: 1.000e-03, eta: 19:02:02, time: 0.320, data_time: 0.005, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.6908, loss: 1.6908, grad_norm: 4.5268 2021-01-30 12:09:20,457 - mmaction - INFO - Epoch [64][1240/3757] lr: 1.000e-03, eta: 19:01:50, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.7844, loss_cls: 1.7541, loss: 1.7541, grad_norm: 4.3881 2021-01-30 12:09:26,503 - mmaction - INFO - Epoch [64][1260/3757] lr: 1.000e-03, eta: 19:01:37, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8313, loss_cls: 1.5952, loss: 1.5952, grad_norm: 4.4587 2021-01-30 12:09:31,546 - mmaction - INFO - Epoch [64][1280/3757] lr: 1.000e-03, eta: 19:01:25, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.7154, loss: 1.7154, grad_norm: 4.4298 2021-01-30 12:09:36,820 - mmaction - INFO - Epoch [64][1300/3757] lr: 1.000e-03, eta: 19:01:12, time: 0.264, data_time: 0.004, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.5991, loss: 1.5991, grad_norm: 4.5159 2021-01-30 12:09:43,674 - mmaction - INFO - Epoch [64][1320/3757] lr: 1.000e-03, eta: 19:01:00, time: 0.342, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.7287, loss: 1.7287, grad_norm: 4.5676 2021-01-30 12:09:49,038 - mmaction - INFO - Epoch [64][1340/3757] lr: 1.000e-03, eta: 19:00:48, time: 0.269, data_time: 0.004, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7273, loss: 1.7273, grad_norm: 4.5502 2021-01-30 12:09:55,083 - mmaction - INFO - Epoch [64][1360/3757] lr: 1.000e-03, eta: 19:00:35, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8055, loss_cls: 1.7701, loss: 1.7701, grad_norm: 4.5324 2021-01-30 12:10:00,300 - mmaction - INFO - Epoch [64][1380/3757] lr: 1.000e-03, eta: 19:00:23, time: 0.261, data_time: 0.004, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7992, loss_cls: 1.7719, loss: 1.7719, grad_norm: 4.5698 2021-01-30 12:10:07,018 - mmaction - INFO - Epoch [64][1400/3757] lr: 1.000e-03, eta: 19:00:11, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.7466, loss: 1.7466, grad_norm: 4.4914 2021-01-30 12:10:12,050 - mmaction - INFO - Epoch [64][1420/3757] lr: 1.000e-03, eta: 18:59:58, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8164, loss_cls: 1.6191, loss: 1.6191, grad_norm: 4.3929 2021-01-30 12:10:17,725 - mmaction - INFO - Epoch [64][1440/3757] lr: 1.000e-03, eta: 18:59:46, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7922, loss_cls: 1.7588, loss: 1.7588, grad_norm: 4.4995 2021-01-30 12:10:23,694 - mmaction - INFO - Epoch [64][1460/3757] lr: 1.000e-03, eta: 18:59:34, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.7200, loss: 1.7200, grad_norm: 4.5278 2021-01-30 12:10:29,784 - mmaction - INFO - Epoch [64][1480/3757] lr: 1.000e-03, eta: 18:59:21, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7112, loss: 1.7112, grad_norm: 4.4836 2021-01-30 12:10:35,278 - mmaction - INFO - Epoch [64][1500/3757] lr: 1.000e-03, eta: 18:59:09, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8141, loss_cls: 1.6608, loss: 1.6608, grad_norm: 4.4308 2021-01-30 12:10:41,482 - mmaction - INFO - Epoch [64][1520/3757] lr: 1.000e-03, eta: 18:58:57, time: 0.311, data_time: 0.003, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8086, loss_cls: 1.7177, loss: 1.7177, grad_norm: 4.5588 2021-01-30 12:10:47,108 - mmaction - INFO - Epoch [64][1540/3757] lr: 1.000e-03, eta: 18:58:44, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.7793, loss: 1.7793, grad_norm: 4.5652 2021-01-30 12:10:53,076 - mmaction - INFO - Epoch [64][1560/3757] lr: 1.000e-03, eta: 18:58:32, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8148, loss_cls: 1.7393, loss: 1.7393, grad_norm: 4.6397 2021-01-30 12:10:58,986 - mmaction - INFO - Epoch [64][1580/3757] lr: 1.000e-03, eta: 18:58:20, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.6959, loss: 1.6959, grad_norm: 4.4243 2021-01-30 12:11:04,816 - mmaction - INFO - Epoch [64][1600/3757] lr: 1.000e-03, eta: 18:58:08, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8008, loss_cls: 1.7484, loss: 1.7484, grad_norm: 4.5961 2021-01-30 12:11:10,881 - mmaction - INFO - Epoch [64][1620/3757] lr: 1.000e-03, eta: 18:57:55, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8016, loss_cls: 1.7610, loss: 1.7610, grad_norm: 4.6209 2021-01-30 12:11:16,500 - mmaction - INFO - Epoch [64][1640/3757] lr: 1.000e-03, eta: 18:57:43, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8133, loss_cls: 1.6650, loss: 1.6650, grad_norm: 4.4372 2021-01-30 12:11:21,895 - mmaction - INFO - Epoch [64][1660/3757] lr: 1.000e-03, eta: 18:57:30, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8242, loss_cls: 1.6231, loss: 1.6231, grad_norm: 4.4199 2021-01-30 12:11:28,177 - mmaction - INFO - Epoch [64][1680/3757] lr: 1.000e-03, eta: 18:57:18, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7223, loss: 1.7223, grad_norm: 4.6020 2021-01-30 12:11:34,275 - mmaction - INFO - Epoch [64][1700/3757] lr: 1.000e-03, eta: 18:57:06, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7992, loss_cls: 1.7683, loss: 1.7683, grad_norm: 4.5265 2021-01-30 12:11:39,946 - mmaction - INFO - Epoch [64][1720/3757] lr: 1.000e-03, eta: 18:56:54, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.7033, loss: 1.7033, grad_norm: 4.5726 2021-01-30 12:11:46,001 - mmaction - INFO - Epoch [64][1740/3757] lr: 1.000e-03, eta: 18:56:42, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6276, loss: 1.6276, grad_norm: 4.3642 2021-01-30 12:11:52,079 - mmaction - INFO - Epoch [64][1760/3757] lr: 1.000e-03, eta: 18:56:29, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.7781, loss: 1.7781, grad_norm: 4.4358 2021-01-30 12:11:57,726 - mmaction - INFO - Epoch [64][1780/3757] lr: 1.000e-03, eta: 18:56:17, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8117, loss_cls: 1.7006, loss: 1.7006, grad_norm: 4.3751 2021-01-30 12:12:03,731 - mmaction - INFO - Epoch [64][1800/3757] lr: 1.000e-03, eta: 18:56:05, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8070, loss_cls: 1.7552, loss: 1.7552, grad_norm: 4.3789 2021-01-30 12:12:09,711 - mmaction - INFO - Epoch [64][1820/3757] lr: 1.000e-03, eta: 18:55:53, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.6316, loss: 1.6316, grad_norm: 4.2784 2021-01-30 12:12:14,894 - mmaction - INFO - Epoch [64][1840/3757] lr: 1.000e-03, eta: 18:55:40, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7977, loss_cls: 1.7426, loss: 1.7426, grad_norm: 4.4719 2021-01-30 12:12:21,353 - mmaction - INFO - Epoch [64][1860/3757] lr: 1.000e-03, eta: 18:55:28, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8133, loss_cls: 1.6642, loss: 1.6642, grad_norm: 4.4117 2021-01-30 12:12:26,900 - mmaction - INFO - Epoch [64][1880/3757] lr: 1.000e-03, eta: 18:55:16, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8305, loss_cls: 1.6552, loss: 1.6552, grad_norm: 4.5212 2021-01-30 12:12:33,327 - mmaction - INFO - Epoch [64][1900/3757] lr: 1.000e-03, eta: 18:55:04, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7937, loss_cls: 1.7875, loss: 1.7875, grad_norm: 4.5811 2021-01-30 12:12:39,166 - mmaction - INFO - Epoch [64][1920/3757] lr: 1.000e-03, eta: 18:54:51, time: 0.293, data_time: 0.005, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7632, loss: 1.7632, grad_norm: 4.5561 2021-01-30 12:12:45,662 - mmaction - INFO - Epoch [64][1940/3757] lr: 1.000e-03, eta: 18:54:39, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8063, loss_cls: 1.6786, loss: 1.6786, grad_norm: 4.3524 2021-01-30 12:12:50,855 - mmaction - INFO - Epoch [64][1960/3757] lr: 1.000e-03, eta: 18:54:27, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7781, loss_cls: 1.8730, loss: 1.8730, grad_norm: 4.6522 2021-01-30 12:12:57,423 - mmaction - INFO - Epoch [64][1980/3757] lr: 1.000e-03, eta: 18:54:15, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7984, loss_cls: 1.7515, loss: 1.7515, grad_norm: 4.4380 2021-01-30 12:13:03,900 - mmaction - INFO - Epoch [64][2000/3757] lr: 1.000e-03, eta: 18:54:03, time: 0.324, data_time: 0.005, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8148, loss_cls: 1.7389, loss: 1.7389, grad_norm: 4.3594 2021-01-30 12:13:09,550 - mmaction - INFO - Epoch [64][2020/3757] lr: 1.000e-03, eta: 18:53:51, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8102, loss_cls: 1.7918, loss: 1.7918, grad_norm: 4.4830 2021-01-30 12:13:15,742 - mmaction - INFO - Epoch [64][2040/3757] lr: 1.000e-03, eta: 18:53:39, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7977, loss_cls: 1.8016, loss: 1.8016, grad_norm: 4.5600 2021-01-30 12:13:21,748 - mmaction - INFO - Epoch [64][2060/3757] lr: 1.000e-03, eta: 18:53:26, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7953, loss_cls: 1.7587, loss: 1.7587, grad_norm: 4.5189 2021-01-30 12:13:27,194 - mmaction - INFO - Epoch [64][2080/3757] lr: 1.000e-03, eta: 18:53:14, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6390, loss: 1.6390, grad_norm: 4.3332 2021-01-30 12:13:33,223 - mmaction - INFO - Epoch [64][2100/3757] lr: 1.000e-03, eta: 18:53:02, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.7977, loss_cls: 1.7308, loss: 1.7308, grad_norm: 4.5388 2021-01-30 12:13:38,652 - mmaction - INFO - Epoch [64][2120/3757] lr: 1.000e-03, eta: 18:52:49, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8109, loss_cls: 1.7002, loss: 1.7002, grad_norm: 4.4949 2021-01-30 12:13:45,374 - mmaction - INFO - Epoch [64][2140/3757] lr: 1.000e-03, eta: 18:52:37, time: 0.341, data_time: 0.006, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8016, loss_cls: 1.7235, loss: 1.7235, grad_norm: 4.4620 2021-01-30 12:13:51,261 - mmaction - INFO - Epoch [64][2160/3757] lr: 1.000e-03, eta: 18:52:25, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8187, loss_cls: 1.7081, loss: 1.7081, grad_norm: 4.5582 2021-01-30 12:13:56,931 - mmaction - INFO - Epoch [64][2180/3757] lr: 1.000e-03, eta: 18:52:13, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7977, loss_cls: 1.7857, loss: 1.7857, grad_norm: 4.6591 2021-01-30 12:14:02,994 - mmaction - INFO - Epoch [64][2200/3757] lr: 1.000e-03, eta: 18:52:01, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8172, loss_cls: 1.6937, loss: 1.6937, grad_norm: 4.3921 2021-01-30 12:14:08,833 - mmaction - INFO - Epoch [64][2220/3757] lr: 1.000e-03, eta: 18:51:48, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.3862 2021-01-30 12:14:14,370 - mmaction - INFO - Epoch [64][2240/3757] lr: 1.000e-03, eta: 18:51:36, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.6852, loss: 1.6852, grad_norm: 4.4654 2021-01-30 12:14:21,093 - mmaction - INFO - Epoch [64][2260/3757] lr: 1.000e-03, eta: 18:51:24, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.8000, loss_cls: 1.7651, loss: 1.7651, grad_norm: 4.5956 2021-01-30 12:14:26,874 - mmaction - INFO - Epoch [64][2280/3757] lr: 1.000e-03, eta: 18:51:12, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8102, loss_cls: 1.7181, loss: 1.7181, grad_norm: 4.3826 2021-01-30 12:14:32,405 - mmaction - INFO - Epoch [64][2300/3757] lr: 1.000e-03, eta: 18:50:59, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8273, loss_cls: 1.6560, loss: 1.6560, grad_norm: 4.3609 2021-01-30 12:14:37,963 - mmaction - INFO - Epoch [64][2320/3757] lr: 1.000e-03, eta: 18:50:47, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.7381, loss: 1.7381, grad_norm: 4.4285 2021-01-30 12:14:44,079 - mmaction - INFO - Epoch [64][2340/3757] lr: 1.000e-03, eta: 18:50:35, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8019, loss: 1.8019, grad_norm: 4.6154 2021-01-30 12:14:49,991 - mmaction - INFO - Epoch [64][2360/3757] lr: 1.000e-03, eta: 18:50:23, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7173, loss: 1.7173, grad_norm: 4.3998 2021-01-30 12:14:56,058 - mmaction - INFO - Epoch [64][2380/3757] lr: 1.000e-03, eta: 18:50:11, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8320, loss_cls: 1.6396, loss: 1.6396, grad_norm: 4.4065 2021-01-30 12:15:01,864 - mmaction - INFO - Epoch [64][2400/3757] lr: 1.000e-03, eta: 18:49:58, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8313, loss_cls: 1.6100, loss: 1.6100, grad_norm: 4.3350 2021-01-30 12:15:07,876 - mmaction - INFO - Epoch [64][2420/3757] lr: 1.000e-03, eta: 18:49:46, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8102, loss_cls: 1.7171, loss: 1.7171, grad_norm: 4.5663 2021-01-30 12:15:13,425 - mmaction - INFO - Epoch [64][2440/3757] lr: 1.000e-03, eta: 18:49:34, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7937, loss_cls: 1.8091, loss: 1.8091, grad_norm: 4.5697 2021-01-30 12:15:19,587 - mmaction - INFO - Epoch [64][2460/3757] lr: 1.000e-03, eta: 18:49:22, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8008, loss_cls: 1.6679, loss: 1.6679, grad_norm: 4.3032 2021-01-30 12:15:25,756 - mmaction - INFO - Epoch [64][2480/3757] lr: 1.000e-03, eta: 18:49:10, time: 0.308, data_time: 0.004, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8133, loss_cls: 1.6576, loss: 1.6576, grad_norm: 4.3520 2021-01-30 12:15:32,477 - mmaction - INFO - Epoch [64][2500/3757] lr: 1.000e-03, eta: 18:48:58, time: 0.336, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8148, loss_cls: 1.7546, loss: 1.7546, grad_norm: 4.4634 2021-01-30 12:15:38,490 - mmaction - INFO - Epoch [64][2520/3757] lr: 1.000e-03, eta: 18:48:46, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8000, loss_cls: 1.7544, loss: 1.7544, grad_norm: 4.4130 2021-01-30 12:15:44,177 - mmaction - INFO - Epoch [64][2540/3757] lr: 1.000e-03, eta: 18:48:33, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8195, loss_cls: 1.7034, loss: 1.7034, grad_norm: 4.4449 2021-01-30 12:15:49,755 - mmaction - INFO - Epoch [64][2560/3757] lr: 1.000e-03, eta: 18:48:21, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8172, loss_cls: 1.6569, loss: 1.6569, grad_norm: 4.2574 2021-01-30 12:15:55,593 - mmaction - INFO - Epoch [64][2580/3757] lr: 1.000e-03, eta: 18:48:09, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8086, loss_cls: 1.7107, loss: 1.7107, grad_norm: 4.3643 2021-01-30 12:16:01,516 - mmaction - INFO - Epoch [64][2600/3757] lr: 1.000e-03, eta: 18:47:56, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8125, loss_cls: 1.6556, loss: 1.6556, grad_norm: 4.3975 2021-01-30 12:16:07,544 - mmaction - INFO - Epoch [64][2620/3757] lr: 1.000e-03, eta: 18:47:44, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8336, loss_cls: 1.6037, loss: 1.6037, grad_norm: 4.3548 2021-01-30 12:16:13,683 - mmaction - INFO - Epoch [64][2640/3757] lr: 1.000e-03, eta: 18:47:32, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8219, loss_cls: 1.6362, loss: 1.6362, grad_norm: 4.4532 2021-01-30 12:16:19,161 - mmaction - INFO - Epoch [64][2660/3757] lr: 1.000e-03, eta: 18:47:20, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8266, loss_cls: 1.6663, loss: 1.6663, grad_norm: 4.6599 2021-01-30 12:16:25,113 - mmaction - INFO - Epoch [64][2680/3757] lr: 1.000e-03, eta: 18:47:08, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8211, loss_cls: 1.6471, loss: 1.6471, grad_norm: 4.4503 2021-01-30 12:16:31,698 - mmaction - INFO - Epoch [64][2700/3757] lr: 1.000e-03, eta: 18:46:56, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7867, loss_cls: 1.8533, loss: 1.8533, grad_norm: 4.5763 2021-01-30 12:16:37,129 - mmaction - INFO - Epoch [64][2720/3757] lr: 1.000e-03, eta: 18:46:43, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.6625, loss: 1.6625, grad_norm: 4.3377 2021-01-30 12:16:43,259 - mmaction - INFO - Epoch [64][2740/3757] lr: 1.000e-03, eta: 18:46:31, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8031, loss_cls: 1.7287, loss: 1.7287, grad_norm: 4.5189 2021-01-30 12:16:50,484 - mmaction - INFO - Epoch [64][2760/3757] lr: 1.000e-03, eta: 18:46:20, time: 0.362, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.7922, loss_cls: 1.7575, loss: 1.7575, grad_norm: 4.4772 2021-01-30 12:16:55,797 - mmaction - INFO - Epoch [64][2780/3757] lr: 1.000e-03, eta: 18:46:07, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.7263, loss: 1.7263, grad_norm: 4.3816 2021-01-30 12:17:01,961 - mmaction - INFO - Epoch [64][2800/3757] lr: 1.000e-03, eta: 18:45:55, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7906, loss_cls: 1.7470, loss: 1.7470, grad_norm: 4.4091 2021-01-30 12:17:07,622 - mmaction - INFO - Epoch [64][2820/3757] lr: 1.000e-03, eta: 18:45:43, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8125, loss_cls: 1.7037, loss: 1.7037, grad_norm: 4.3882 2021-01-30 12:17:13,619 - mmaction - INFO - Epoch [64][2840/3757] lr: 1.000e-03, eta: 18:45:31, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7945, loss_cls: 1.7586, loss: 1.7586, grad_norm: 4.3316 2021-01-30 12:17:19,066 - mmaction - INFO - Epoch [64][2860/3757] lr: 1.000e-03, eta: 18:45:18, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.6941, loss: 1.6941, grad_norm: 4.3843 2021-01-30 12:17:24,900 - mmaction - INFO - Epoch [64][2880/3757] lr: 1.000e-03, eta: 18:45:06, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8039, loss_cls: 1.6899, loss: 1.6899, grad_norm: 4.3776 2021-01-30 12:17:31,685 - mmaction - INFO - Epoch [64][2900/3757] lr: 1.000e-03, eta: 18:44:54, time: 0.339, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8031, loss_cls: 1.7340, loss: 1.7340, grad_norm: 4.5937 2021-01-30 12:17:37,682 - mmaction - INFO - Epoch [64][2920/3757] lr: 1.000e-03, eta: 18:44:42, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.7606, loss: 1.7606, grad_norm: 4.5756 2021-01-30 12:17:44,349 - mmaction - INFO - Epoch [64][2940/3757] lr: 1.000e-03, eta: 18:44:30, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7820, loss_cls: 1.8518, loss: 1.8518, grad_norm: 4.5230 2021-01-30 12:17:49,904 - mmaction - INFO - Epoch [64][2960/3757] lr: 1.000e-03, eta: 18:44:18, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.7394, loss: 1.7394, grad_norm: 4.4567 2021-01-30 12:17:56,090 - mmaction - INFO - Epoch [64][2980/3757] lr: 1.000e-03, eta: 18:44:06, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7859, loss_cls: 1.8458, loss: 1.8458, grad_norm: 4.6366 2021-01-30 12:18:02,148 - mmaction - INFO - Epoch [64][3000/3757] lr: 1.000e-03, eta: 18:43:54, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7906, loss_cls: 1.7716, loss: 1.7716, grad_norm: 4.4092 2021-01-30 12:18:08,246 - mmaction - INFO - Epoch [64][3020/3757] lr: 1.000e-03, eta: 18:43:42, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8047, loss_cls: 1.7668, loss: 1.7668, grad_norm: 4.4129 2021-01-30 12:18:13,756 - mmaction - INFO - Epoch [64][3040/3757] lr: 1.000e-03, eta: 18:43:29, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8023, loss_cls: 1.6897, loss: 1.6897, grad_norm: 4.2883 2021-01-30 12:18:19,127 - mmaction - INFO - Epoch [64][3060/3757] lr: 1.000e-03, eta: 18:43:17, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.6988, loss: 1.6988, grad_norm: 4.4146 2021-01-30 12:18:24,779 - mmaction - INFO - Epoch [64][3080/3757] lr: 1.000e-03, eta: 18:43:04, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.7488, loss: 1.7488, grad_norm: 4.4689 2021-01-30 12:18:30,833 - mmaction - INFO - Epoch [64][3100/3757] lr: 1.000e-03, eta: 18:42:52, time: 0.303, data_time: 0.004, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8219, loss_cls: 1.6355, loss: 1.6355, grad_norm: 4.3442 2021-01-30 12:18:36,391 - mmaction - INFO - Epoch [64][3120/3757] lr: 1.000e-03, eta: 18:42:40, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8039, loss_cls: 1.6922, loss: 1.6922, grad_norm: 4.4295 2021-01-30 12:18:42,113 - mmaction - INFO - Epoch [64][3140/3757] lr: 1.000e-03, eta: 18:42:28, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8156, loss_cls: 1.6273, loss: 1.6273, grad_norm: 4.3709 2021-01-30 12:18:47,534 - mmaction - INFO - Epoch [64][3160/3757] lr: 1.000e-03, eta: 18:42:15, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8008, loss_cls: 1.7991, loss: 1.7991, grad_norm: 4.4916 2021-01-30 12:18:54,253 - mmaction - INFO - Epoch [64][3180/3757] lr: 1.000e-03, eta: 18:42:04, time: 0.336, data_time: 0.005, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8016, loss_cls: 1.7607, loss: 1.7607, grad_norm: 4.5297 2021-01-30 12:18:59,768 - mmaction - INFO - Epoch [64][3200/3757] lr: 1.000e-03, eta: 18:41:51, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.7147, loss: 1.7147, grad_norm: 4.5439 2021-01-30 12:19:05,761 - mmaction - INFO - Epoch [64][3220/3757] lr: 1.000e-03, eta: 18:41:39, time: 0.300, data_time: 0.004, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8156, loss_cls: 1.6437, loss: 1.6437, grad_norm: 4.4419 2021-01-30 12:19:12,063 - mmaction - INFO - Epoch [64][3240/3757] lr: 1.000e-03, eta: 18:41:27, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7992, loss_cls: 1.7867, loss: 1.7867, grad_norm: 4.5322 2021-01-30 12:19:18,240 - mmaction - INFO - Epoch [64][3260/3757] lr: 1.000e-03, eta: 18:41:15, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8016, loss_cls: 1.6886, loss: 1.6886, grad_norm: 4.4132 2021-01-30 12:19:23,533 - mmaction - INFO - Epoch [64][3280/3757] lr: 1.000e-03, eta: 18:41:02, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7241, loss: 1.7241, grad_norm: 4.6144 2021-01-30 12:19:29,630 - mmaction - INFO - Epoch [64][3300/3757] lr: 1.000e-03, eta: 18:40:50, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.6458, loss: 1.6458, grad_norm: 4.4105 2021-01-30 12:19:35,484 - mmaction - INFO - Epoch [64][3320/3757] lr: 1.000e-03, eta: 18:40:38, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8234, loss_cls: 1.6802, loss: 1.6802, grad_norm: 4.5673 2021-01-30 12:19:41,535 - mmaction - INFO - Epoch [64][3340/3757] lr: 1.000e-03, eta: 18:40:26, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8203, loss_cls: 1.6118, loss: 1.6118, grad_norm: 4.3758 2021-01-30 12:19:47,584 - mmaction - INFO - Epoch [64][3360/3757] lr: 1.000e-03, eta: 18:40:14, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.8074, loss: 1.8074, grad_norm: 4.6291 2021-01-30 12:19:53,519 - mmaction - INFO - Epoch [64][3380/3757] lr: 1.000e-03, eta: 18:40:02, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.8318, loss: 1.8318, grad_norm: 4.5171 2021-01-30 12:19:59,635 - mmaction - INFO - Epoch [64][3400/3757] lr: 1.000e-03, eta: 18:39:50, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7544, loss: 1.7544, grad_norm: 4.4308 2021-01-30 12:20:05,623 - mmaction - INFO - Epoch [64][3420/3757] lr: 1.000e-03, eta: 18:39:38, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8117, loss_cls: 1.6713, loss: 1.6713, grad_norm: 4.3267 2021-01-30 12:20:11,404 - mmaction - INFO - Epoch [64][3440/3757] lr: 1.000e-03, eta: 18:39:25, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8133, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.4632 2021-01-30 12:20:18,038 - mmaction - INFO - Epoch [64][3460/3757] lr: 1.000e-03, eta: 18:39:14, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8125, loss_cls: 1.6950, loss: 1.6950, grad_norm: 4.4812 2021-01-30 12:20:23,770 - mmaction - INFO - Epoch [64][3480/3757] lr: 1.000e-03, eta: 18:39:01, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.6697, loss: 1.6697, grad_norm: 4.4411 2021-01-30 12:20:29,625 - mmaction - INFO - Epoch [64][3500/3757] lr: 1.000e-03, eta: 18:38:49, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8094, loss_cls: 1.7375, loss: 1.7375, grad_norm: 4.5282 2021-01-30 12:20:35,590 - mmaction - INFO - Epoch [64][3520/3757] lr: 1.000e-03, eta: 18:38:37, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8023, loss_cls: 1.8203, loss: 1.8203, grad_norm: 4.6786 2021-01-30 12:20:41,314 - mmaction - INFO - Epoch [64][3540/3757] lr: 1.000e-03, eta: 18:38:25, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8273, loss_cls: 1.6650, loss: 1.6650, grad_norm: 4.3894 2021-01-30 12:20:47,059 - mmaction - INFO - Epoch [64][3560/3757] lr: 1.000e-03, eta: 18:38:13, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7937, loss_cls: 1.7841, loss: 1.7841, grad_norm: 4.4914 2021-01-30 12:20:54,073 - mmaction - INFO - Epoch [64][3580/3757] lr: 1.000e-03, eta: 18:38:01, time: 0.351, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.7883, loss_cls: 1.8007, loss: 1.8007, grad_norm: 4.6132 2021-01-30 12:21:00,512 - mmaction - INFO - Epoch [64][3600/3757] lr: 1.000e-03, eta: 18:37:49, time: 0.322, data_time: 0.004, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7977, loss_cls: 1.7162, loss: 1.7162, grad_norm: 4.4954 2021-01-30 12:21:05,872 - mmaction - INFO - Epoch [64][3620/3757] lr: 1.000e-03, eta: 18:37:37, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7875, loss_cls: 1.7919, loss: 1.7919, grad_norm: 4.4638 2021-01-30 12:21:11,703 - mmaction - INFO - Epoch [64][3640/3757] lr: 1.000e-03, eta: 18:37:25, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8008, loss_cls: 1.7053, loss: 1.7053, grad_norm: 4.4704 2021-01-30 12:21:18,545 - mmaction - INFO - Epoch [64][3660/3757] lr: 1.000e-03, eta: 18:37:13, time: 0.342, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7852, loss_cls: 1.8017, loss: 1.8017, grad_norm: 4.3480 2021-01-30 12:21:23,877 - mmaction - INFO - Epoch [64][3680/3757] lr: 1.000e-03, eta: 18:37:00, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.7961, loss_cls: 1.7278, loss: 1.7278, grad_norm: 4.4202 2021-01-30 12:21:29,551 - mmaction - INFO - Epoch [64][3700/3757] lr: 1.000e-03, eta: 18:36:48, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8102, loss_cls: 1.7142, loss: 1.7142, grad_norm: 4.4283 2021-01-30 12:21:35,318 - mmaction - INFO - Epoch [64][3720/3757] lr: 1.000e-03, eta: 18:36:36, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7992, loss_cls: 1.7450, loss: 1.7450, grad_norm: 4.5265 2021-01-30 12:21:40,542 - mmaction - INFO - Epoch [64][3740/3757] lr: 1.000e-03, eta: 18:36:23, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7914, loss_cls: 1.7868, loss: 1.7868, grad_norm: 4.4822 2021-01-30 12:22:01,757 - mmaction - INFO - Saving checkpoint at 64 epochs 2021-01-30 12:33:49,448 - mmaction - INFO - Epoch [65][20/3757] lr: 1.000e-03, eta: 18:42:32, time: 35.364, data_time: 34.869, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8109, loss_cls: 1.6652, loss: 1.6652, grad_norm: 4.3362 2021-01-30 12:33:53,656 - mmaction - INFO - Epoch [65][40/3757] lr: 1.000e-03, eta: 18:42:19, time: 0.220, data_time: 0.012, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8086, loss_cls: 1.7277, loss: 1.7277, grad_norm: 4.4432 2021-01-30 12:33:57,857 - mmaction - INFO - Epoch [65][60/3757] lr: 1.000e-03, eta: 18:42:06, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7891, loss_cls: 1.7923, loss: 1.7923, grad_norm: 4.5200 2021-01-30 12:34:02,097 - mmaction - INFO - Epoch [65][80/3757] lr: 1.000e-03, eta: 18:41:53, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8180, loss_cls: 1.6885, loss: 1.6885, grad_norm: 4.4464 2021-01-30 12:34:06,251 - mmaction - INFO - Epoch [65][100/3757] lr: 1.000e-03, eta: 18:41:40, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8078, loss_cls: 1.7092, loss: 1.7092, grad_norm: 4.5206 2021-01-30 12:34:10,572 - mmaction - INFO - Epoch [65][120/3757] lr: 1.000e-03, eta: 18:41:27, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6502, loss: 1.6502, grad_norm: 4.3929 2021-01-30 12:34:14,739 - mmaction - INFO - Epoch [65][140/3757] lr: 1.000e-03, eta: 18:41:13, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8055, loss_cls: 1.7200, loss: 1.7200, grad_norm: 4.4462 2021-01-30 12:34:19,052 - mmaction - INFO - Epoch [65][160/3757] lr: 1.000e-03, eta: 18:41:00, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8164, loss_cls: 1.6549, loss: 1.6549, grad_norm: 4.4124 2021-01-30 12:34:23,197 - mmaction - INFO - Epoch [65][180/3757] lr: 1.000e-03, eta: 18:40:47, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6278, loss: 1.6278, grad_norm: 4.4936 2021-01-30 12:34:27,348 - mmaction - INFO - Epoch [65][200/3757] lr: 1.000e-03, eta: 18:40:34, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8102, loss_cls: 1.7102, loss: 1.7102, grad_norm: 4.5514 2021-01-30 12:34:31,641 - mmaction - INFO - Epoch [65][220/3757] lr: 1.000e-03, eta: 18:40:21, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.7367, loss: 1.7367, grad_norm: 4.4354 2021-01-30 12:34:35,786 - mmaction - INFO - Epoch [65][240/3757] lr: 1.000e-03, eta: 18:40:08, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7229, loss: 1.7229, grad_norm: 4.5790 2021-01-30 12:34:40,130 - mmaction - INFO - Epoch [65][260/3757] lr: 1.000e-03, eta: 18:39:54, time: 0.217, data_time: 0.000, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8023, loss_cls: 1.6959, loss: 1.6959, grad_norm: 4.4227 2021-01-30 12:34:44,380 - mmaction - INFO - Epoch [65][280/3757] lr: 1.000e-03, eta: 18:39:41, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7953, loss_cls: 1.8399, loss: 1.8399, grad_norm: 4.5939 2021-01-30 12:34:48,544 - mmaction - INFO - Epoch [65][300/3757] lr: 1.000e-03, eta: 18:39:28, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8000, loss_cls: 1.7398, loss: 1.7398, grad_norm: 4.4763 2021-01-30 12:34:52,812 - mmaction - INFO - Epoch [65][320/3757] lr: 1.000e-03, eta: 18:39:15, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8273, loss_cls: 1.6328, loss: 1.6328, grad_norm: 4.3465 2021-01-30 12:34:57,056 - mmaction - INFO - Epoch [65][340/3757] lr: 1.000e-03, eta: 18:39:02, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8125, loss_cls: 1.6919, loss: 1.6919, grad_norm: 4.4214 2021-01-30 12:35:01,421 - mmaction - INFO - Epoch [65][360/3757] lr: 1.000e-03, eta: 18:38:49, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7977, loss_cls: 1.7419, loss: 1.7419, grad_norm: 4.5540 2021-01-30 12:35:05,740 - mmaction - INFO - Epoch [65][380/3757] lr: 1.000e-03, eta: 18:38:36, time: 0.216, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.6769, loss: 1.6769, grad_norm: 4.5608 2021-01-30 12:35:10,210 - mmaction - INFO - Epoch [65][400/3757] lr: 1.000e-03, eta: 18:38:23, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8289, loss_cls: 1.5860, loss: 1.5860, grad_norm: 4.3506 2021-01-30 12:35:14,508 - mmaction - INFO - Epoch [65][420/3757] lr: 1.000e-03, eta: 18:38:09, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7961, loss_cls: 1.7434, loss: 1.7434, grad_norm: 4.5771 2021-01-30 12:35:18,830 - mmaction - INFO - Epoch [65][440/3757] lr: 1.000e-03, eta: 18:37:56, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8133, loss_cls: 1.6948, loss: 1.6948, grad_norm: 4.5307 2021-01-30 12:35:23,313 - mmaction - INFO - Epoch [65][460/3757] lr: 1.000e-03, eta: 18:37:43, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6747, loss: 1.6747, grad_norm: 4.5220 2021-01-30 12:35:27,725 - mmaction - INFO - Epoch [65][480/3757] lr: 1.000e-03, eta: 18:37:30, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.5649 2021-01-30 12:35:32,219 - mmaction - INFO - Epoch [65][500/3757] lr: 1.000e-03, eta: 18:37:17, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8164, loss_cls: 1.7374, loss: 1.7374, grad_norm: 4.7123 2021-01-30 12:35:36,661 - mmaction - INFO - Epoch [65][520/3757] lr: 1.000e-03, eta: 18:37:04, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7953, loss_cls: 1.7474, loss: 1.7474, grad_norm: 4.3327 2021-01-30 12:35:41,660 - mmaction - INFO - Epoch [65][540/3757] lr: 1.000e-03, eta: 18:36:51, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8070, loss_cls: 1.7082, loss: 1.7082, grad_norm: 4.3438 2021-01-30 12:35:46,650 - mmaction - INFO - Epoch [65][560/3757] lr: 1.000e-03, eta: 18:36:39, time: 0.274, data_time: 0.025, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.7118, loss: 1.7118, grad_norm: 4.6193 2021-01-30 12:35:51,364 - mmaction - INFO - Epoch [65][580/3757] lr: 1.000e-03, eta: 18:36:26, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8156, loss_cls: 1.7309, loss: 1.7309, grad_norm: 4.5567 2021-01-30 12:35:56,999 - mmaction - INFO - Epoch [65][600/3757] lr: 1.000e-03, eta: 18:36:14, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.6999, loss: 1.6999, grad_norm: 4.4483 2021-01-30 12:36:01,937 - mmaction - INFO - Epoch [65][620/3757] lr: 1.000e-03, eta: 18:36:01, time: 0.247, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8156, loss_cls: 1.7094, loss: 1.7094, grad_norm: 4.4907 2021-01-30 12:36:06,458 - mmaction - INFO - Epoch [65][640/3757] lr: 1.000e-03, eta: 18:35:48, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5797, loss: 1.5797, grad_norm: 4.3825 2021-01-30 12:36:11,245 - mmaction - INFO - Epoch [65][660/3757] lr: 1.000e-03, eta: 18:35:35, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7914, loss_cls: 1.7600, loss: 1.7600, grad_norm: 4.6114 2021-01-30 12:36:16,424 - mmaction - INFO - Epoch [65][680/3757] lr: 1.000e-03, eta: 18:35:22, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8031, loss_cls: 1.7155, loss: 1.7155, grad_norm: 4.4378 2021-01-30 12:36:21,194 - mmaction - INFO - Epoch [65][700/3757] lr: 1.000e-03, eta: 18:35:10, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8133, loss_cls: 1.6889, loss: 1.6889, grad_norm: 4.4784 2021-01-30 12:36:26,339 - mmaction - INFO - Epoch [65][720/3757] lr: 1.000e-03, eta: 18:34:57, time: 0.258, data_time: 0.003, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8234, loss_cls: 1.6493, loss: 1.6493, grad_norm: 4.4796 2021-01-30 12:36:31,919 - mmaction - INFO - Epoch [65][740/3757] lr: 1.000e-03, eta: 18:34:45, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7922, loss_cls: 1.7586, loss: 1.7586, grad_norm: 4.4874 2021-01-30 12:36:37,541 - mmaction - INFO - Epoch [65][760/3757] lr: 1.000e-03, eta: 18:34:32, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.6714, loss: 1.6714, grad_norm: 4.4653 2021-01-30 12:36:43,473 - mmaction - INFO - Epoch [65][780/3757] lr: 1.000e-03, eta: 18:34:20, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8250, loss_cls: 1.6793, loss: 1.6793, grad_norm: 4.4935 2021-01-30 12:36:48,126 - mmaction - INFO - Epoch [65][800/3757] lr: 1.000e-03, eta: 18:34:07, time: 0.234, data_time: 0.004, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.4605 2021-01-30 12:36:53,908 - mmaction - INFO - Epoch [65][820/3757] lr: 1.000e-03, eta: 18:33:55, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6784, loss: 1.6784, grad_norm: 4.4780 2021-01-30 12:36:59,961 - mmaction - INFO - Epoch [65][840/3757] lr: 1.000e-03, eta: 18:33:43, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8078, loss_cls: 1.6826, loss: 1.6826, grad_norm: 4.4805 2021-01-30 12:37:05,189 - mmaction - INFO - Epoch [65][860/3757] lr: 1.000e-03, eta: 18:33:30, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7930, loss_cls: 1.7849, loss: 1.7849, grad_norm: 4.5776 2021-01-30 12:37:10,589 - mmaction - INFO - Epoch [65][880/3757] lr: 1.000e-03, eta: 18:33:18, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8164, loss_cls: 1.7209, loss: 1.7209, grad_norm: 4.4842 2021-01-30 12:37:16,197 - mmaction - INFO - Epoch [65][900/3757] lr: 1.000e-03, eta: 18:33:05, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8000, loss_cls: 1.7314, loss: 1.7314, grad_norm: 4.5033 2021-01-30 12:37:22,548 - mmaction - INFO - Epoch [65][920/3757] lr: 1.000e-03, eta: 18:32:53, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8008, loss_cls: 1.7317, loss: 1.7317, grad_norm: 4.4383 2021-01-30 12:37:28,121 - mmaction - INFO - Epoch [65][940/3757] lr: 1.000e-03, eta: 18:32:41, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8109, loss_cls: 1.7461, loss: 1.7461, grad_norm: 4.4729 2021-01-30 12:37:34,094 - mmaction - INFO - Epoch [65][960/3757] lr: 1.000e-03, eta: 18:32:29, time: 0.298, data_time: 0.006, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7961, loss_cls: 1.7316, loss: 1.7316, grad_norm: 4.5266 2021-01-30 12:37:39,410 - mmaction - INFO - Epoch [65][980/3757] lr: 1.000e-03, eta: 18:32:16, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7396, loss: 1.7396, grad_norm: 4.5795 2021-01-30 12:37:44,703 - mmaction - INFO - Epoch [65][1000/3757] lr: 1.000e-03, eta: 18:32:04, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8133, loss_cls: 1.6912, loss: 1.6912, grad_norm: 4.5416 2021-01-30 12:37:49,997 - mmaction - INFO - Epoch [65][1020/3757] lr: 1.000e-03, eta: 18:31:51, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.6944, loss: 1.6944, grad_norm: 4.5207 2021-01-30 12:37:55,322 - mmaction - INFO - Epoch [65][1040/3757] lr: 1.000e-03, eta: 18:31:39, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.7992, loss_cls: 1.6950, loss: 1.6950, grad_norm: 4.4646 2021-01-30 12:38:00,338 - mmaction - INFO - Epoch [65][1060/3757] lr: 1.000e-03, eta: 18:31:26, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8031, loss_cls: 1.7421, loss: 1.7421, grad_norm: 4.5461 2021-01-30 12:38:06,029 - mmaction - INFO - Epoch [65][1080/3757] lr: 1.000e-03, eta: 18:31:14, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8234, loss_cls: 1.6158, loss: 1.6158, grad_norm: 4.2624 2021-01-30 12:38:11,827 - mmaction - INFO - Epoch [65][1100/3757] lr: 1.000e-03, eta: 18:31:02, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.7949, loss: 1.7949, grad_norm: 4.5395 2021-01-30 12:38:16,846 - mmaction - INFO - Epoch [65][1120/3757] lr: 1.000e-03, eta: 18:30:49, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8016, loss_cls: 1.7675, loss: 1.7675, grad_norm: 4.5836 2021-01-30 12:38:22,952 - mmaction - INFO - Epoch [65][1140/3757] lr: 1.000e-03, eta: 18:30:37, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8234, loss_cls: 1.6408, loss: 1.6408, grad_norm: 4.3207 2021-01-30 12:38:28,092 - mmaction - INFO - Epoch [65][1160/3757] lr: 1.000e-03, eta: 18:30:24, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8055, loss_cls: 1.6979, loss: 1.6979, grad_norm: 4.2782 2021-01-30 12:38:33,381 - mmaction - INFO - Epoch [65][1180/3757] lr: 1.000e-03, eta: 18:30:12, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8094, loss_cls: 1.7011, loss: 1.7011, grad_norm: 4.4812 2021-01-30 12:38:38,903 - mmaction - INFO - Epoch [65][1200/3757] lr: 1.000e-03, eta: 18:29:59, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8328, loss_cls: 1.6266, loss: 1.6266, grad_norm: 4.4810 2021-01-30 12:38:44,640 - mmaction - INFO - Epoch [65][1220/3757] lr: 1.000e-03, eta: 18:29:47, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8102, loss_cls: 1.6853, loss: 1.6853, grad_norm: 4.5092 2021-01-30 12:38:49,796 - mmaction - INFO - Epoch [65][1240/3757] lr: 1.000e-03, eta: 18:29:35, time: 0.258, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8195, loss_cls: 1.6519, loss: 1.6519, grad_norm: 4.4331 2021-01-30 12:38:56,271 - mmaction - INFO - Epoch [65][1260/3757] lr: 1.000e-03, eta: 18:29:23, time: 0.324, data_time: 0.003, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8180, loss_cls: 1.6575, loss: 1.6575, grad_norm: 4.3912 2021-01-30 12:39:01,958 - mmaction - INFO - Epoch [65][1280/3757] lr: 1.000e-03, eta: 18:29:10, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8023, loss_cls: 1.7440, loss: 1.7440, grad_norm: 4.6410 2021-01-30 12:39:07,679 - mmaction - INFO - Epoch [65][1300/3757] lr: 1.000e-03, eta: 18:28:58, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8086, loss_cls: 1.6959, loss: 1.6959, grad_norm: 4.4129 2021-01-30 12:39:13,396 - mmaction - INFO - Epoch [65][1320/3757] lr: 1.000e-03, eta: 18:28:46, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8078, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.5914 2021-01-30 12:39:19,456 - mmaction - INFO - Epoch [65][1340/3757] lr: 1.000e-03, eta: 18:28:34, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7121, loss: 1.7121, grad_norm: 4.4697 2021-01-30 12:39:25,216 - mmaction - INFO - Epoch [65][1360/3757] lr: 1.000e-03, eta: 18:28:22, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8102, loss_cls: 1.6816, loss: 1.6816, grad_norm: 4.5295 2021-01-30 12:39:30,591 - mmaction - INFO - Epoch [65][1380/3757] lr: 1.000e-03, eta: 18:28:09, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8039, loss_cls: 1.7118, loss: 1.7118, grad_norm: 4.5428 2021-01-30 12:39:36,605 - mmaction - INFO - Epoch [65][1400/3757] lr: 1.000e-03, eta: 18:27:57, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.7740, loss: 1.7740, grad_norm: 4.6279 2021-01-30 12:39:42,291 - mmaction - INFO - Epoch [65][1420/3757] lr: 1.000e-03, eta: 18:27:45, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.7073, loss: 1.7073, grad_norm: 4.4480 2021-01-30 12:39:47,895 - mmaction - INFO - Epoch [65][1440/3757] lr: 1.000e-03, eta: 18:27:32, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.6762, loss: 1.6762, grad_norm: 4.5065 2021-01-30 12:39:54,262 - mmaction - INFO - Epoch [65][1460/3757] lr: 1.000e-03, eta: 18:27:20, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8180, loss_cls: 1.6706, loss: 1.6706, grad_norm: 4.5358 2021-01-30 12:39:59,832 - mmaction - INFO - Epoch [65][1480/3757] lr: 1.000e-03, eta: 18:27:08, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7930, loss_cls: 1.7827, loss: 1.7827, grad_norm: 4.5962 2021-01-30 12:40:05,382 - mmaction - INFO - Epoch [65][1500/3757] lr: 1.000e-03, eta: 18:26:56, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8156, loss_cls: 1.6417, loss: 1.6417, grad_norm: 4.4013 2021-01-30 12:40:10,614 - mmaction - INFO - Epoch [65][1520/3757] lr: 1.000e-03, eta: 18:26:43, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7010, loss: 1.7010, grad_norm: 4.6066 2021-01-30 12:40:16,682 - mmaction - INFO - Epoch [65][1540/3757] lr: 1.000e-03, eta: 18:26:31, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8117, loss_cls: 1.7421, loss: 1.7421, grad_norm: 4.5488 2021-01-30 12:40:22,396 - mmaction - INFO - Epoch [65][1560/3757] lr: 1.000e-03, eta: 18:26:19, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8211, loss_cls: 1.6916, loss: 1.6916, grad_norm: 4.5301 2021-01-30 12:40:28,474 - mmaction - INFO - Epoch [65][1580/3757] lr: 1.000e-03, eta: 18:26:07, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8102, loss_cls: 1.6735, loss: 1.6735, grad_norm: 4.4719 2021-01-30 12:40:34,046 - mmaction - INFO - Epoch [65][1600/3757] lr: 1.000e-03, eta: 18:25:55, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8078, loss_cls: 1.7225, loss: 1.7225, grad_norm: 4.5842 2021-01-30 12:40:39,297 - mmaction - INFO - Epoch [65][1620/3757] lr: 1.000e-03, eta: 18:25:42, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.7289, loss: 1.7289, grad_norm: 4.5214 2021-01-30 12:40:45,301 - mmaction - INFO - Epoch [65][1640/3757] lr: 1.000e-03, eta: 18:25:30, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8070, loss_cls: 1.7686, loss: 1.7686, grad_norm: 4.6488 2021-01-30 12:40:50,663 - mmaction - INFO - Epoch [65][1660/3757] lr: 1.000e-03, eta: 18:25:17, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6533, loss: 1.6533, grad_norm: 4.4652 2021-01-30 12:40:56,626 - mmaction - INFO - Epoch [65][1680/3757] lr: 1.000e-03, eta: 18:25:05, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8023, loss_cls: 1.7208, loss: 1.7208, grad_norm: 4.4842 2021-01-30 12:41:02,002 - mmaction - INFO - Epoch [65][1700/3757] lr: 1.000e-03, eta: 18:24:53, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.7253, loss: 1.7253, grad_norm: 4.4946 2021-01-30 12:41:07,411 - mmaction - INFO - Epoch [65][1720/3757] lr: 1.000e-03, eta: 18:24:40, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7141, loss: 1.7141, grad_norm: 4.5484 2021-01-30 12:41:13,631 - mmaction - INFO - Epoch [65][1740/3757] lr: 1.000e-03, eta: 18:24:29, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.5233 2021-01-30 12:41:19,402 - mmaction - INFO - Epoch [65][1760/3757] lr: 1.000e-03, eta: 18:24:16, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7984, loss_cls: 1.7563, loss: 1.7563, grad_norm: 4.6411 2021-01-30 12:41:24,973 - mmaction - INFO - Epoch [65][1780/3757] lr: 1.000e-03, eta: 18:24:04, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8164, loss_cls: 1.7040, loss: 1.7040, grad_norm: 4.4902 2021-01-30 12:41:30,351 - mmaction - INFO - Epoch [65][1800/3757] lr: 1.000e-03, eta: 18:23:52, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8281, loss_cls: 1.6223, loss: 1.6223, grad_norm: 4.4717 2021-01-30 12:41:35,989 - mmaction - INFO - Epoch [65][1820/3757] lr: 1.000e-03, eta: 18:23:39, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8195, loss_cls: 1.6878, loss: 1.6878, grad_norm: 4.5400 2021-01-30 12:41:41,864 - mmaction - INFO - Epoch [65][1840/3757] lr: 1.000e-03, eta: 18:23:27, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8242, loss_cls: 1.5694, loss: 1.5694, grad_norm: 4.4297 2021-01-30 12:41:48,127 - mmaction - INFO - Epoch [65][1860/3757] lr: 1.000e-03, eta: 18:23:15, time: 0.313, data_time: 0.003, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8305, loss_cls: 1.5963, loss: 1.5963, grad_norm: 4.4555 2021-01-30 12:41:53,508 - mmaction - INFO - Epoch [65][1880/3757] lr: 1.000e-03, eta: 18:23:03, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8117, loss_cls: 1.6530, loss: 1.6530, grad_norm: 4.5315 2021-01-30 12:41:59,628 - mmaction - INFO - Epoch [65][1900/3757] lr: 1.000e-03, eta: 18:22:51, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8195, loss_cls: 1.6693, loss: 1.6693, grad_norm: 4.5474 2021-01-30 12:42:05,798 - mmaction - INFO - Epoch [65][1920/3757] lr: 1.000e-03, eta: 18:22:39, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7977, loss_cls: 1.7381, loss: 1.7381, grad_norm: 4.6290 2021-01-30 12:42:11,180 - mmaction - INFO - Epoch [65][1940/3757] lr: 1.000e-03, eta: 18:22:26, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8219, loss_cls: 1.6492, loss: 1.6492, grad_norm: 4.4651 2021-01-30 12:42:16,820 - mmaction - INFO - Epoch [65][1960/3757] lr: 1.000e-03, eta: 18:22:14, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8180, loss_cls: 1.6667, loss: 1.6667, grad_norm: 4.4337 2021-01-30 12:42:22,413 - mmaction - INFO - Epoch [65][1980/3757] lr: 1.000e-03, eta: 18:22:02, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8133, loss_cls: 1.7228, loss: 1.7228, grad_norm: 4.5542 2021-01-30 12:42:28,656 - mmaction - INFO - Epoch [65][2000/3757] lr: 1.000e-03, eta: 18:21:50, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8187, loss_cls: 1.7288, loss: 1.7288, grad_norm: 4.6163 2021-01-30 12:42:33,616 - mmaction - INFO - Epoch [65][2020/3757] lr: 1.000e-03, eta: 18:21:37, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7984, loss_cls: 1.7710, loss: 1.7710, grad_norm: 4.5477 2021-01-30 12:42:39,433 - mmaction - INFO - Epoch [65][2040/3757] lr: 1.000e-03, eta: 18:21:25, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8180, loss_cls: 1.6389, loss: 1.6389, grad_norm: 4.3590 2021-01-30 12:42:45,237 - mmaction - INFO - Epoch [65][2060/3757] lr: 1.000e-03, eta: 18:21:13, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7992, loss_cls: 1.7817, loss: 1.7817, grad_norm: 4.5676 2021-01-30 12:42:51,038 - mmaction - INFO - Epoch [65][2080/3757] lr: 1.000e-03, eta: 18:21:01, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7361, loss: 1.7361, grad_norm: 4.5064 2021-01-30 12:42:57,030 - mmaction - INFO - Epoch [65][2100/3757] lr: 1.000e-03, eta: 18:20:48, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8031, loss_cls: 1.7340, loss: 1.7340, grad_norm: 4.5176 2021-01-30 12:43:03,446 - mmaction - INFO - Epoch [65][2120/3757] lr: 1.000e-03, eta: 18:20:37, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7992, loss_cls: 1.7810, loss: 1.7810, grad_norm: 4.4451 2021-01-30 12:43:09,466 - mmaction - INFO - Epoch [65][2140/3757] lr: 1.000e-03, eta: 18:20:25, time: 0.302, data_time: 0.006, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.7608, loss: 1.7608, grad_norm: 4.4851 2021-01-30 12:43:15,020 - mmaction - INFO - Epoch [65][2160/3757] lr: 1.000e-03, eta: 18:20:12, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8086, loss_cls: 1.6844, loss: 1.6844, grad_norm: 4.5167 2021-01-30 12:43:20,249 - mmaction - INFO - Epoch [65][2180/3757] lr: 1.000e-03, eta: 18:20:00, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.6868, loss: 1.6868, grad_norm: 4.5418 2021-01-30 12:43:26,148 - mmaction - INFO - Epoch [65][2200/3757] lr: 1.000e-03, eta: 18:19:48, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7526, loss: 1.7526, grad_norm: 4.4633 2021-01-30 12:43:32,337 - mmaction - INFO - Epoch [65][2220/3757] lr: 1.000e-03, eta: 18:19:36, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.7183, loss: 1.7183, grad_norm: 4.4954 2021-01-30 12:43:38,140 - mmaction - INFO - Epoch [65][2240/3757] lr: 1.000e-03, eta: 18:19:24, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7930, loss_cls: 1.8279, loss: 1.8279, grad_norm: 4.6538 2021-01-30 12:43:44,071 - mmaction - INFO - Epoch [65][2260/3757] lr: 1.000e-03, eta: 18:19:11, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7898, loss_cls: 1.8155, loss: 1.8155, grad_norm: 4.5314 2021-01-30 12:43:50,174 - mmaction - INFO - Epoch [65][2280/3757] lr: 1.000e-03, eta: 18:18:59, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8156, loss_cls: 1.6826, loss: 1.6826, grad_norm: 4.4918 2021-01-30 12:43:56,437 - mmaction - INFO - Epoch [65][2300/3757] lr: 1.000e-03, eta: 18:18:47, time: 0.314, data_time: 0.005, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8008, loss_cls: 1.7745, loss: 1.7745, grad_norm: 4.5993 2021-01-30 12:44:02,043 - mmaction - INFO - Epoch [65][2320/3757] lr: 1.000e-03, eta: 18:18:35, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.7404, loss: 1.7404, grad_norm: 4.5377 2021-01-30 12:44:07,487 - mmaction - INFO - Epoch [65][2340/3757] lr: 1.000e-03, eta: 18:18:23, time: 0.272, data_time: 0.004, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8250, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.4529 2021-01-30 12:44:13,150 - mmaction - INFO - Epoch [65][2360/3757] lr: 1.000e-03, eta: 18:18:11, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8008, loss_cls: 1.7410, loss: 1.7410, grad_norm: 4.4354 2021-01-30 12:44:19,148 - mmaction - INFO - Epoch [65][2380/3757] lr: 1.000e-03, eta: 18:17:59, time: 0.300, data_time: 0.005, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8156, loss_cls: 1.7382, loss: 1.7382, grad_norm: 4.5149 2021-01-30 12:44:24,949 - mmaction - INFO - Epoch [65][2400/3757] lr: 1.000e-03, eta: 18:17:46, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8211, loss_cls: 1.6872, loss: 1.6872, grad_norm: 4.6020 2021-01-30 12:44:30,871 - mmaction - INFO - Epoch [65][2420/3757] lr: 1.000e-03, eta: 18:17:34, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7930, loss_cls: 1.7946, loss: 1.7946, grad_norm: 4.5527 2021-01-30 12:44:36,616 - mmaction - INFO - Epoch [65][2440/3757] lr: 1.000e-03, eta: 18:17:22, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7953, loss_cls: 1.7495, loss: 1.7495, grad_norm: 4.4591 2021-01-30 12:44:42,067 - mmaction - INFO - Epoch [65][2460/3757] lr: 1.000e-03, eta: 18:17:10, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8250, loss_cls: 1.7029, loss: 1.7029, grad_norm: 4.4319 2021-01-30 12:44:47,618 - mmaction - INFO - Epoch [65][2480/3757] lr: 1.000e-03, eta: 18:16:57, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7953, loss_cls: 1.7831, loss: 1.7831, grad_norm: 4.6896 2021-01-30 12:44:53,293 - mmaction - INFO - Epoch [65][2500/3757] lr: 1.000e-03, eta: 18:16:45, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7368, loss: 1.7368, grad_norm: 4.4864 2021-01-30 12:44:59,176 - mmaction - INFO - Epoch [65][2520/3757] lr: 1.000e-03, eta: 18:16:33, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8148, loss_cls: 1.6716, loss: 1.6716, grad_norm: 4.3401 2021-01-30 12:45:04,453 - mmaction - INFO - Epoch [65][2540/3757] lr: 1.000e-03, eta: 18:16:21, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.6723, loss: 1.6723, grad_norm: 4.4008 2021-01-30 12:45:10,301 - mmaction - INFO - Epoch [65][2560/3757] lr: 1.000e-03, eta: 18:16:08, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6412, loss: 1.6412, grad_norm: 4.4104 2021-01-30 12:45:16,458 - mmaction - INFO - Epoch [65][2580/3757] lr: 1.000e-03, eta: 18:15:57, time: 0.308, data_time: 0.004, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8023, loss_cls: 1.7904, loss: 1.7904, grad_norm: 4.5829 2021-01-30 12:45:21,571 - mmaction - INFO - Epoch [65][2600/3757] lr: 1.000e-03, eta: 18:15:44, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7937, loss_cls: 1.7551, loss: 1.7551, grad_norm: 4.4696 2021-01-30 12:45:27,764 - mmaction - INFO - Epoch [65][2620/3757] lr: 1.000e-03, eta: 18:15:32, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8297, loss_cls: 1.6007, loss: 1.6007, grad_norm: 4.4008 2021-01-30 12:45:33,565 - mmaction - INFO - Epoch [65][2640/3757] lr: 1.000e-03, eta: 18:15:20, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7113, loss: 1.7113, grad_norm: 4.4905 2021-01-30 12:45:38,960 - mmaction - INFO - Epoch [65][2660/3757] lr: 1.000e-03, eta: 18:15:08, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8180, loss_cls: 1.6179, loss: 1.6179, grad_norm: 4.3723 2021-01-30 12:45:44,584 - mmaction - INFO - Epoch [65][2680/3757] lr: 1.000e-03, eta: 18:14:55, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8016, loss_cls: 1.6889, loss: 1.6889, grad_norm: 4.3936 2021-01-30 12:45:51,102 - mmaction - INFO - Epoch [65][2700/3757] lr: 1.000e-03, eta: 18:14:44, time: 0.326, data_time: 0.003, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8070, loss_cls: 1.7349, loss: 1.7349, grad_norm: 4.5969 2021-01-30 12:45:57,211 - mmaction - INFO - Epoch [65][2720/3757] lr: 1.000e-03, eta: 18:14:32, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.5234 2021-01-30 12:46:02,880 - mmaction - INFO - Epoch [65][2740/3757] lr: 1.000e-03, eta: 18:14:19, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.6763, loss: 1.6763, grad_norm: 4.3951 2021-01-30 12:46:08,356 - mmaction - INFO - Epoch [65][2760/3757] lr: 1.000e-03, eta: 18:14:07, time: 0.274, data_time: 0.000, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.6699, loss: 1.6699, grad_norm: 4.4569 2021-01-30 12:46:14,188 - mmaction - INFO - Epoch [65][2780/3757] lr: 1.000e-03, eta: 18:13:55, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.7504, loss: 1.7504, grad_norm: 4.5672 2021-01-30 12:46:19,974 - mmaction - INFO - Epoch [65][2800/3757] lr: 1.000e-03, eta: 18:13:43, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8008, loss_cls: 1.7360, loss: 1.7360, grad_norm: 4.6836 2021-01-30 12:46:26,167 - mmaction - INFO - Epoch [65][2820/3757] lr: 1.000e-03, eta: 18:13:31, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8219, loss_cls: 1.6693, loss: 1.6693, grad_norm: 4.5745 2021-01-30 12:46:32,176 - mmaction - INFO - Epoch [65][2840/3757] lr: 1.000e-03, eta: 18:13:19, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7287, loss: 1.7287, grad_norm: 4.5598 2021-01-30 12:46:37,620 - mmaction - INFO - Epoch [65][2860/3757] lr: 1.000e-03, eta: 18:13:06, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.6881, loss: 1.6881, grad_norm: 4.4553 2021-01-30 12:46:43,137 - mmaction - INFO - Epoch [65][2880/3757] lr: 1.000e-03, eta: 18:12:54, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7986, loss: 1.7986, grad_norm: 4.6193 2021-01-30 12:46:49,145 - mmaction - INFO - Epoch [65][2900/3757] lr: 1.000e-03, eta: 18:12:42, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7557, loss: 1.7557, grad_norm: 4.3919 2021-01-30 12:46:54,671 - mmaction - INFO - Epoch [65][2920/3757] lr: 1.000e-03, eta: 18:12:30, time: 0.277, data_time: 0.006, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7883, loss_cls: 1.8212, loss: 1.8212, grad_norm: 4.5115 2021-01-30 12:47:01,284 - mmaction - INFO - Epoch [65][2940/3757] lr: 1.000e-03, eta: 18:12:18, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8289, loss_cls: 1.6304, loss: 1.6304, grad_norm: 4.4030 2021-01-30 12:47:06,815 - mmaction - INFO - Epoch [65][2960/3757] lr: 1.000e-03, eta: 18:12:06, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8211, loss_cls: 1.6772, loss: 1.6772, grad_norm: 4.4538 2021-01-30 12:47:13,069 - mmaction - INFO - Epoch [65][2980/3757] lr: 1.000e-03, eta: 18:11:54, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8164, loss_cls: 1.7565, loss: 1.7565, grad_norm: 4.6065 2021-01-30 12:47:18,922 - mmaction - INFO - Epoch [65][3000/3757] lr: 1.000e-03, eta: 18:11:42, time: 0.293, data_time: 0.005, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6580, loss: 1.6580, grad_norm: 4.3470 2021-01-30 12:47:24,410 - mmaction - INFO - Epoch [65][3020/3757] lr: 1.000e-03, eta: 18:11:29, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8141, loss_cls: 1.6533, loss: 1.6533, grad_norm: 4.3340 2021-01-30 12:47:29,578 - mmaction - INFO - Epoch [65][3040/3757] lr: 1.000e-03, eta: 18:11:17, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8156, loss_cls: 1.7346, loss: 1.7346, grad_norm: 4.5388 2021-01-30 12:47:35,425 - mmaction - INFO - Epoch [65][3060/3757] lr: 1.000e-03, eta: 18:11:05, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.6721, loss: 1.6721, grad_norm: 4.4888 2021-01-30 12:47:41,102 - mmaction - INFO - Epoch [65][3080/3757] lr: 1.000e-03, eta: 18:10:53, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7488, loss: 1.7488, grad_norm: 4.4464 2021-01-30 12:47:47,290 - mmaction - INFO - Epoch [65][3100/3757] lr: 1.000e-03, eta: 18:10:41, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7805, loss_cls: 1.9097, loss: 1.9097, grad_norm: 4.6206 2021-01-30 12:47:52,721 - mmaction - INFO - Epoch [65][3120/3757] lr: 1.000e-03, eta: 18:10:28, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8117, loss_cls: 1.7250, loss: 1.7250, grad_norm: 4.4203 2021-01-30 12:47:58,672 - mmaction - INFO - Epoch [65][3140/3757] lr: 1.000e-03, eta: 18:10:16, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7265, loss: 1.7265, grad_norm: 4.4312 2021-01-30 12:48:03,976 - mmaction - INFO - Epoch [65][3160/3757] lr: 1.000e-03, eta: 18:10:04, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8070, loss_cls: 1.7339, loss: 1.7339, grad_norm: 4.5137 2021-01-30 12:48:10,275 - mmaction - INFO - Epoch [65][3180/3757] lr: 1.000e-03, eta: 18:09:52, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8070, loss_cls: 1.7429, loss: 1.7429, grad_norm: 4.5063 2021-01-30 12:48:15,784 - mmaction - INFO - Epoch [65][3200/3757] lr: 1.000e-03, eta: 18:09:40, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7992, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.3727 2021-01-30 12:48:21,913 - mmaction - INFO - Epoch [65][3220/3757] lr: 1.000e-03, eta: 18:09:28, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7937, loss_cls: 1.7554, loss: 1.7554, grad_norm: 4.4573 2021-01-30 12:48:27,853 - mmaction - INFO - Epoch [65][3240/3757] lr: 1.000e-03, eta: 18:09:16, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.6774, loss: 1.6774, grad_norm: 4.3948 2021-01-30 12:48:33,617 - mmaction - INFO - Epoch [65][3260/3757] lr: 1.000e-03, eta: 18:09:04, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7301, loss: 1.7301, grad_norm: 4.5740 2021-01-30 12:48:39,536 - mmaction - INFO - Epoch [65][3280/3757] lr: 1.000e-03, eta: 18:08:52, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7828, loss_cls: 1.8283, loss: 1.8283, grad_norm: 4.6048 2021-01-30 12:48:45,706 - mmaction - INFO - Epoch [65][3300/3757] lr: 1.000e-03, eta: 18:08:40, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8063, loss_cls: 1.7331, loss: 1.7331, grad_norm: 4.4151 2021-01-30 12:48:50,976 - mmaction - INFO - Epoch [65][3320/3757] lr: 1.000e-03, eta: 18:08:27, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8117, loss_cls: 1.7095, loss: 1.7095, grad_norm: 4.4380 2021-01-30 12:48:56,926 - mmaction - INFO - Epoch [65][3340/3757] lr: 1.000e-03, eta: 18:08:15, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7984, loss_cls: 1.7720, loss: 1.7720, grad_norm: 4.4787 2021-01-30 12:49:03,399 - mmaction - INFO - Epoch [65][3360/3757] lr: 1.000e-03, eta: 18:08:04, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7969, loss_cls: 1.6838, loss: 1.6838, grad_norm: 4.4040 2021-01-30 12:49:09,055 - mmaction - INFO - Epoch [65][3380/3757] lr: 1.000e-03, eta: 18:07:51, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8180, loss_cls: 1.7140, loss: 1.7140, grad_norm: 4.4312 2021-01-30 12:49:14,457 - mmaction - INFO - Epoch [65][3400/3757] lr: 1.000e-03, eta: 18:07:39, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8203, loss_cls: 1.6909, loss: 1.6909, grad_norm: 4.4199 2021-01-30 12:49:20,369 - mmaction - INFO - Epoch [65][3420/3757] lr: 1.000e-03, eta: 18:07:27, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6633, loss: 1.6633, grad_norm: 4.3593 2021-01-30 12:49:26,226 - mmaction - INFO - Epoch [65][3440/3757] lr: 1.000e-03, eta: 18:07:15, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8195, loss_cls: 1.6280, loss: 1.6280, grad_norm: 4.4052 2021-01-30 12:49:32,039 - mmaction - INFO - Epoch [65][3460/3757] lr: 1.000e-03, eta: 18:07:03, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8344, loss_cls: 1.6013, loss: 1.6013, grad_norm: 4.4711 2021-01-30 12:49:37,500 - mmaction - INFO - Epoch [65][3480/3757] lr: 1.000e-03, eta: 18:06:50, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8117, loss_cls: 1.6875, loss: 1.6875, grad_norm: 4.4374 2021-01-30 12:49:43,894 - mmaction - INFO - Epoch [65][3500/3757] lr: 1.000e-03, eta: 18:06:39, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8031, loss_cls: 1.7302, loss: 1.7302, grad_norm: 4.5222 2021-01-30 12:49:50,180 - mmaction - INFO - Epoch [65][3520/3757] lr: 1.000e-03, eta: 18:06:27, time: 0.314, data_time: 0.004, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8203, loss_cls: 1.7033, loss: 1.7033, grad_norm: 4.4983 2021-01-30 12:49:56,067 - mmaction - INFO - Epoch [65][3540/3757] lr: 1.000e-03, eta: 18:06:15, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7977, loss_cls: 1.7553, loss: 1.7553, grad_norm: 4.5055 2021-01-30 12:50:02,158 - mmaction - INFO - Epoch [65][3560/3757] lr: 1.000e-03, eta: 18:06:03, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8039, loss_cls: 1.6999, loss: 1.6999, grad_norm: 4.6038 2021-01-30 12:50:07,406 - mmaction - INFO - Epoch [65][3580/3757] lr: 1.000e-03, eta: 18:05:50, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8289, loss_cls: 1.6329, loss: 1.6329, grad_norm: 4.3435 2021-01-30 12:50:13,038 - mmaction - INFO - Epoch [65][3600/3757] lr: 1.000e-03, eta: 18:05:38, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8258, loss_cls: 1.6545, loss: 1.6545, grad_norm: 4.4559 2021-01-30 12:50:18,470 - mmaction - INFO - Epoch [65][3620/3757] lr: 1.000e-03, eta: 18:05:26, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6737, loss: 1.6737, grad_norm: 4.4400 2021-01-30 12:50:24,456 - mmaction - INFO - Epoch [65][3640/3757] lr: 1.000e-03, eta: 18:05:14, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.6676, loss: 1.6676, grad_norm: 4.4610 2021-01-30 12:50:30,826 - mmaction - INFO - Epoch [65][3660/3757] lr: 1.000e-03, eta: 18:05:02, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7945, loss_cls: 1.7933, loss: 1.7933, grad_norm: 4.6603 2021-01-30 12:50:36,842 - mmaction - INFO - Epoch [65][3680/3757] lr: 1.000e-03, eta: 18:04:50, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7383, loss: 1.7383, grad_norm: 4.4207 2021-01-30 12:50:42,597 - mmaction - INFO - Epoch [65][3700/3757] lr: 1.000e-03, eta: 18:04:38, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.4902 2021-01-30 12:50:48,918 - mmaction - INFO - Epoch [65][3720/3757] lr: 1.000e-03, eta: 18:04:26, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7930, loss_cls: 1.7459, loss: 1.7459, grad_norm: 4.5954 2021-01-30 12:50:54,615 - mmaction - INFO - Epoch [65][3740/3757] lr: 1.000e-03, eta: 18:04:14, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8172, loss_cls: 1.6678, loss: 1.6678, grad_norm: 4.5652 2021-01-30 12:51:18,059 - mmaction - INFO - Saving checkpoint at 65 epochs 2021-01-30 13:02:56,002 - mmaction - INFO - Epoch [66][20/3757] lr: 1.000e-03, eta: 18:10:01, time: 34.873, data_time: 34.448, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.6809, loss: 1.6809, grad_norm: 4.4073 2021-01-30 13:03:00,158 - mmaction - INFO - Epoch [66][40/3757] lr: 1.000e-03, eta: 18:09:48, time: 0.213, data_time: 0.008, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8320, loss_cls: 1.5461, loss: 1.5461, grad_norm: 4.2708 2021-01-30 13:03:04,383 - mmaction - INFO - Epoch [66][60/3757] lr: 1.000e-03, eta: 18:09:35, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.6993, loss: 1.6993, grad_norm: 4.4532 2021-01-30 13:03:08,536 - mmaction - INFO - Epoch [66][80/3757] lr: 1.000e-03, eta: 18:09:22, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8141, loss_cls: 1.6269, loss: 1.6269, grad_norm: 4.4182 2021-01-30 13:03:12,820 - mmaction - INFO - Epoch [66][100/3757] lr: 1.000e-03, eta: 18:09:09, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7758, loss: 1.7758, grad_norm: 4.6525 2021-01-30 13:03:17,023 - mmaction - INFO - Epoch [66][120/3757] lr: 1.000e-03, eta: 18:08:56, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.6486, loss: 1.6486, grad_norm: 4.5495 2021-01-30 13:03:21,310 - mmaction - INFO - Epoch [66][140/3757] lr: 1.000e-03, eta: 18:08:43, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6464, loss: 1.6464, grad_norm: 4.4189 2021-01-30 13:03:25,476 - mmaction - INFO - Epoch [66][160/3757] lr: 1.000e-03, eta: 18:08:30, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8016, loss_cls: 1.7283, loss: 1.7283, grad_norm: 4.5091 2021-01-30 13:03:29,682 - mmaction - INFO - Epoch [66][180/3757] lr: 1.000e-03, eta: 18:08:17, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7906, loss_cls: 1.7694, loss: 1.7694, grad_norm: 4.4406 2021-01-30 13:03:33,977 - mmaction - INFO - Epoch [66][200/3757] lr: 1.000e-03, eta: 18:08:04, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8164, loss_cls: 1.6383, loss: 1.6383, grad_norm: 4.3788 2021-01-30 13:03:38,119 - mmaction - INFO - Epoch [66][220/3757] lr: 1.000e-03, eta: 18:07:51, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8164, loss_cls: 1.6662, loss: 1.6662, grad_norm: 4.3507 2021-01-30 13:03:42,422 - mmaction - INFO - Epoch [66][240/3757] lr: 1.000e-03, eta: 18:07:38, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8102, loss_cls: 1.6459, loss: 1.6459, grad_norm: 4.3953 2021-01-30 13:03:46,599 - mmaction - INFO - Epoch [66][260/3757] lr: 1.000e-03, eta: 18:07:25, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8219, loss_cls: 1.6326, loss: 1.6326, grad_norm: 4.5343 2021-01-30 13:03:50,857 - mmaction - INFO - Epoch [66][280/3757] lr: 1.000e-03, eta: 18:07:12, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7953, loss_cls: 1.7447, loss: 1.7447, grad_norm: 4.6001 2021-01-30 13:03:55,140 - mmaction - INFO - Epoch [66][300/3757] lr: 1.000e-03, eta: 18:06:59, time: 0.214, data_time: 0.004, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7852, loss_cls: 1.8465, loss: 1.8465, grad_norm: 4.5894 2021-01-30 13:03:59,258 - mmaction - INFO - Epoch [66][320/3757] lr: 1.000e-03, eta: 18:06:46, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8070, loss_cls: 1.6804, loss: 1.6804, grad_norm: 4.4723 2021-01-30 13:04:03,674 - mmaction - INFO - Epoch [66][340/3757] lr: 1.000e-03, eta: 18:06:33, time: 0.221, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8172, loss_cls: 1.6138, loss: 1.6138, grad_norm: 4.3365 2021-01-30 13:04:07,816 - mmaction - INFO - Epoch [66][360/3757] lr: 1.000e-03, eta: 18:06:20, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8023, loss_cls: 1.7047, loss: 1.7047, grad_norm: 4.5268 2021-01-30 13:04:12,139 - mmaction - INFO - Epoch [66][380/3757] lr: 1.000e-03, eta: 18:06:07, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6183, loss: 1.6183, grad_norm: 4.4352 2021-01-30 13:04:16,530 - mmaction - INFO - Epoch [66][400/3757] lr: 1.000e-03, eta: 18:05:54, time: 0.219, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7984, loss_cls: 1.7579, loss: 1.7579, grad_norm: 4.5382 2021-01-30 13:04:20,870 - mmaction - INFO - Epoch [66][420/3757] lr: 1.000e-03, eta: 18:05:41, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7961, loss_cls: 1.7493, loss: 1.7493, grad_norm: 4.5543 2021-01-30 13:04:25,286 - mmaction - INFO - Epoch [66][440/3757] lr: 1.000e-03, eta: 18:05:28, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5594, top5_acc: 0.8117, loss_cls: 1.8002, loss: 1.8002, grad_norm: 4.5322 2021-01-30 13:04:29,591 - mmaction - INFO - Epoch [66][460/3757] lr: 1.000e-03, eta: 18:05:15, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8266, loss_cls: 1.5813, loss: 1.5813, grad_norm: 4.3605 2021-01-30 13:04:34,662 - mmaction - INFO - Epoch [66][480/3757] lr: 1.000e-03, eta: 18:05:03, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.5138 2021-01-30 13:04:39,012 - mmaction - INFO - Epoch [66][500/3757] lr: 1.000e-03, eta: 18:04:50, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8023, loss_cls: 1.7208, loss: 1.7208, grad_norm: 4.5369 2021-01-30 13:04:43,504 - mmaction - INFO - Epoch [66][520/3757] lr: 1.000e-03, eta: 18:04:37, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.6085, loss: 1.6085, grad_norm: 4.4260 2021-01-30 13:04:48,082 - mmaction - INFO - Epoch [66][540/3757] lr: 1.000e-03, eta: 18:04:24, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8047, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.6261 2021-01-30 13:04:52,613 - mmaction - INFO - Epoch [66][560/3757] lr: 1.000e-03, eta: 18:04:11, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7674, loss: 1.7674, grad_norm: 4.5871 2021-01-30 13:04:57,600 - mmaction - INFO - Epoch [66][580/3757] lr: 1.000e-03, eta: 18:03:59, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8242, loss_cls: 1.6257, loss: 1.6257, grad_norm: 4.3251 2021-01-30 13:05:02,862 - mmaction - INFO - Epoch [66][600/3757] lr: 1.000e-03, eta: 18:03:46, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8211, loss_cls: 1.6253, loss: 1.6253, grad_norm: 4.3691 2021-01-30 13:05:07,833 - mmaction - INFO - Epoch [66][620/3757] lr: 1.000e-03, eta: 18:03:34, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7969, loss_cls: 1.7760, loss: 1.7760, grad_norm: 4.6951 2021-01-30 13:05:13,043 - mmaction - INFO - Epoch [66][640/3757] lr: 1.000e-03, eta: 18:03:21, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7984, loss_cls: 1.7730, loss: 1.7730, grad_norm: 4.5852 2021-01-30 13:05:18,043 - mmaction - INFO - Epoch [66][660/3757] lr: 1.000e-03, eta: 18:03:09, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8117, loss_cls: 1.6708, loss: 1.6708, grad_norm: 4.4330 2021-01-30 13:05:22,936 - mmaction - INFO - Epoch [66][680/3757] lr: 1.000e-03, eta: 18:02:56, time: 0.245, data_time: 0.003, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8180, loss_cls: 1.7003, loss: 1.7003, grad_norm: 4.5847 2021-01-30 13:05:28,815 - mmaction - INFO - Epoch [66][700/3757] lr: 1.000e-03, eta: 18:02:44, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7836, loss_cls: 1.8488, loss: 1.8488, grad_norm: 4.6312 2021-01-30 13:05:34,063 - mmaction - INFO - Epoch [66][720/3757] lr: 1.000e-03, eta: 18:02:32, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8039, loss_cls: 1.7275, loss: 1.7275, grad_norm: 4.4715 2021-01-30 13:05:39,391 - mmaction - INFO - Epoch [66][740/3757] lr: 1.000e-03, eta: 18:02:19, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8055, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.4853 2021-01-30 13:05:44,945 - mmaction - INFO - Epoch [66][760/3757] lr: 1.000e-03, eta: 18:02:07, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.8000, loss_cls: 1.7404, loss: 1.7404, grad_norm: 4.5631 2021-01-30 13:05:50,090 - mmaction - INFO - Epoch [66][780/3757] lr: 1.000e-03, eta: 18:01:55, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8141, loss_cls: 1.6794, loss: 1.6794, grad_norm: 4.5659 2021-01-30 13:05:56,192 - mmaction - INFO - Epoch [66][800/3757] lr: 1.000e-03, eta: 18:01:43, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8133, loss_cls: 1.6376, loss: 1.6376, grad_norm: 4.3517 2021-01-30 13:06:00,911 - mmaction - INFO - Epoch [66][820/3757] lr: 1.000e-03, eta: 18:01:30, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8187, loss_cls: 1.7184, loss: 1.7184, grad_norm: 4.4763 2021-01-30 13:06:06,406 - mmaction - INFO - Epoch [66][840/3757] lr: 1.000e-03, eta: 18:01:18, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.6892, loss: 1.6892, grad_norm: 4.4997 2021-01-30 13:06:11,644 - mmaction - INFO - Epoch [66][860/3757] lr: 1.000e-03, eta: 18:01:05, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8297, loss_cls: 1.6158, loss: 1.6158, grad_norm: 4.4259 2021-01-30 13:06:17,756 - mmaction - INFO - Epoch [66][880/3757] lr: 1.000e-03, eta: 18:00:53, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.6835, loss: 1.6835, grad_norm: 4.4974 2021-01-30 13:06:23,865 - mmaction - INFO - Epoch [66][900/3757] lr: 1.000e-03, eta: 18:00:41, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8109, loss_cls: 1.7412, loss: 1.7412, grad_norm: 4.4815 2021-01-30 13:06:29,506 - mmaction - INFO - Epoch [66][920/3757] lr: 1.000e-03, eta: 18:00:29, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8219, loss_cls: 1.7100, loss: 1.7100, grad_norm: 4.5405 2021-01-30 13:06:34,415 - mmaction - INFO - Epoch [66][940/3757] lr: 1.000e-03, eta: 18:00:16, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8078, loss_cls: 1.7261, loss: 1.7261, grad_norm: 4.4622 2021-01-30 13:06:39,850 - mmaction - INFO - Epoch [66][960/3757] lr: 1.000e-03, eta: 18:00:04, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.6396, loss: 1.6396, grad_norm: 4.3571 2021-01-30 13:06:45,201 - mmaction - INFO - Epoch [66][980/3757] lr: 1.000e-03, eta: 17:59:52, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7561, loss: 1.7561, grad_norm: 4.6143 2021-01-30 13:06:51,299 - mmaction - INFO - Epoch [66][1000/3757] lr: 1.000e-03, eta: 17:59:40, time: 0.305, data_time: 0.006, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.5950, loss: 1.5950, grad_norm: 4.4749 2021-01-30 13:06:56,838 - mmaction - INFO - Epoch [66][1020/3757] lr: 1.000e-03, eta: 17:59:27, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8031, loss_cls: 1.7282, loss: 1.7282, grad_norm: 4.5363 2021-01-30 13:07:02,195 - mmaction - INFO - Epoch [66][1040/3757] lr: 1.000e-03, eta: 17:59:15, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7906, loss_cls: 1.7220, loss: 1.7220, grad_norm: 4.4370 2021-01-30 13:07:08,077 - mmaction - INFO - Epoch [66][1060/3757] lr: 1.000e-03, eta: 17:59:03, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7977, loss_cls: 1.7325, loss: 1.7325, grad_norm: 4.5255 2021-01-30 13:07:14,178 - mmaction - INFO - Epoch [66][1080/3757] lr: 1.000e-03, eta: 17:58:51, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7969, loss_cls: 1.7220, loss: 1.7220, grad_norm: 4.4445 2021-01-30 13:07:19,355 - mmaction - INFO - Epoch [66][1100/3757] lr: 1.000e-03, eta: 17:58:39, time: 0.259, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8047, loss_cls: 1.7195, loss: 1.7195, grad_norm: 4.6161 2021-01-30 13:07:24,786 - mmaction - INFO - Epoch [66][1120/3757] lr: 1.000e-03, eta: 17:58:26, time: 0.271, data_time: 0.004, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.7049, loss: 1.7049, grad_norm: 4.4790 2021-01-30 13:07:30,339 - mmaction - INFO - Epoch [66][1140/3757] lr: 1.000e-03, eta: 17:58:14, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8000, loss_cls: 1.7271, loss: 1.7271, grad_norm: 4.4434 2021-01-30 13:07:35,434 - mmaction - INFO - Epoch [66][1160/3757] lr: 1.000e-03, eta: 17:58:02, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.7984, loss_cls: 1.6887, loss: 1.6887, grad_norm: 4.4445 2021-01-30 13:07:40,815 - mmaction - INFO - Epoch [66][1180/3757] lr: 1.000e-03, eta: 17:57:49, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.6373, loss: 1.6373, grad_norm: 4.3211 2021-01-30 13:07:47,716 - mmaction - INFO - Epoch [66][1200/3757] lr: 1.000e-03, eta: 17:57:38, time: 0.345, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7922, loss_cls: 1.7530, loss: 1.7530, grad_norm: 4.6436 2021-01-30 13:07:53,614 - mmaction - INFO - Epoch [66][1220/3757] lr: 1.000e-03, eta: 17:57:26, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8195, loss_cls: 1.6255, loss: 1.6255, grad_norm: 4.3951 2021-01-30 13:07:58,915 - mmaction - INFO - Epoch [66][1240/3757] lr: 1.000e-03, eta: 17:57:13, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.6879, loss: 1.6879, grad_norm: 4.5825 2021-01-30 13:08:04,827 - mmaction - INFO - Epoch [66][1260/3757] lr: 1.000e-03, eta: 17:57:01, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7977, loss_cls: 1.8100, loss: 1.8100, grad_norm: 4.6336 2021-01-30 13:08:10,124 - mmaction - INFO - Epoch [66][1280/3757] lr: 1.000e-03, eta: 17:56:49, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8016, loss_cls: 1.7227, loss: 1.7227, grad_norm: 4.5217 2021-01-30 13:08:16,080 - mmaction - INFO - Epoch [66][1300/3757] lr: 1.000e-03, eta: 17:56:37, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8055, loss_cls: 1.7015, loss: 1.7015, grad_norm: 4.4668 2021-01-30 13:08:21,268 - mmaction - INFO - Epoch [66][1320/3757] lr: 1.000e-03, eta: 17:56:24, time: 0.259, data_time: 0.005, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8039, loss_cls: 1.6815, loss: 1.6815, grad_norm: 4.4910 2021-01-30 13:08:27,291 - mmaction - INFO - Epoch [66][1340/3757] lr: 1.000e-03, eta: 17:56:12, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8172, loss_cls: 1.6964, loss: 1.6964, grad_norm: 4.5918 2021-01-30 13:08:32,994 - mmaction - INFO - Epoch [66][1360/3757] lr: 1.000e-03, eta: 17:56:00, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8211, loss_cls: 1.6117, loss: 1.6117, grad_norm: 4.4434 2021-01-30 13:08:38,826 - mmaction - INFO - Epoch [66][1380/3757] lr: 1.000e-03, eta: 17:55:48, time: 0.291, data_time: 0.000, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.7400, loss: 1.7400, grad_norm: 4.6256 2021-01-30 13:08:45,412 - mmaction - INFO - Epoch [66][1400/3757] lr: 1.000e-03, eta: 17:55:36, time: 0.330, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7229, loss: 1.7229, grad_norm: 4.5956 2021-01-30 13:08:51,454 - mmaction - INFO - Epoch [66][1420/3757] lr: 1.000e-03, eta: 17:55:24, time: 0.302, data_time: 0.000, memory: 3385, top1_acc: 0.5984, top5_acc: 0.7969, loss_cls: 1.7190, loss: 1.7190, grad_norm: 4.4952 2021-01-30 13:08:57,283 - mmaction - INFO - Epoch [66][1440/3757] lr: 1.000e-03, eta: 17:55:12, time: 0.291, data_time: 0.005, memory: 3385, top1_acc: 0.6406, top5_acc: 0.8211, loss_cls: 1.5763, loss: 1.5763, grad_norm: 4.2324 2021-01-30 13:09:03,238 - mmaction - INFO - Epoch [66][1460/3757] lr: 1.000e-03, eta: 17:55:00, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8242, loss_cls: 1.7218, loss: 1.7218, grad_norm: 4.5998 2021-01-30 13:09:08,529 - mmaction - INFO - Epoch [66][1480/3757] lr: 1.000e-03, eta: 17:54:48, time: 0.264, data_time: 0.004, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8102, loss_cls: 1.7590, loss: 1.7590, grad_norm: 4.5324 2021-01-30 13:09:14,185 - mmaction - INFO - Epoch [66][1500/3757] lr: 1.000e-03, eta: 17:54:36, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8008, loss_cls: 1.7849, loss: 1.7849, grad_norm: 4.5894 2021-01-30 13:09:19,536 - mmaction - INFO - Epoch [66][1520/3757] lr: 1.000e-03, eta: 17:54:23, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.7169, loss: 1.7169, grad_norm: 4.4420 2021-01-30 13:09:25,334 - mmaction - INFO - Epoch [66][1540/3757] lr: 1.000e-03, eta: 17:54:11, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8211, loss_cls: 1.7193, loss: 1.7193, grad_norm: 4.6479 2021-01-30 13:09:31,228 - mmaction - INFO - Epoch [66][1560/3757] lr: 1.000e-03, eta: 17:53:59, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.7125, loss: 1.7125, grad_norm: 4.4194 2021-01-30 13:09:37,463 - mmaction - INFO - Epoch [66][1580/3757] lr: 1.000e-03, eta: 17:53:47, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8164, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.4852 2021-01-30 13:09:43,053 - mmaction - INFO - Epoch [66][1600/3757] lr: 1.000e-03, eta: 17:53:35, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8055, loss_cls: 1.7278, loss: 1.7278, grad_norm: 4.3618 2021-01-30 13:09:48,718 - mmaction - INFO - Epoch [66][1620/3757] lr: 1.000e-03, eta: 17:53:23, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.7325, loss: 1.7325, grad_norm: 4.5656 2021-01-30 13:09:55,017 - mmaction - INFO - Epoch [66][1640/3757] lr: 1.000e-03, eta: 17:53:11, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.7977, loss_cls: 1.7349, loss: 1.7349, grad_norm: 4.5195 2021-01-30 13:10:00,781 - mmaction - INFO - Epoch [66][1660/3757] lr: 1.000e-03, eta: 17:52:59, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8195, loss_cls: 1.6223, loss: 1.6223, grad_norm: 4.4597 2021-01-30 13:10:06,963 - mmaction - INFO - Epoch [66][1680/3757] lr: 1.000e-03, eta: 17:52:47, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7945, loss_cls: 1.7767, loss: 1.7767, grad_norm: 4.5714 2021-01-30 13:10:12,884 - mmaction - INFO - Epoch [66][1700/3757] lr: 1.000e-03, eta: 17:52:35, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8102, loss_cls: 1.7078, loss: 1.7078, grad_norm: 4.4989 2021-01-30 13:10:18,917 - mmaction - INFO - Epoch [66][1720/3757] lr: 1.000e-03, eta: 17:52:23, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8016, loss_cls: 1.7716, loss: 1.7716, grad_norm: 4.5014 2021-01-30 13:10:24,553 - mmaction - INFO - Epoch [66][1740/3757] lr: 1.000e-03, eta: 17:52:11, time: 0.282, data_time: 0.004, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8078, loss_cls: 1.6649, loss: 1.6649, grad_norm: 4.3444 2021-01-30 13:10:30,614 - mmaction - INFO - Epoch [66][1760/3757] lr: 1.000e-03, eta: 17:51:59, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8078, loss_cls: 1.7039, loss: 1.7039, grad_norm: 4.4923 2021-01-30 13:10:35,789 - mmaction - INFO - Epoch [66][1780/3757] lr: 1.000e-03, eta: 17:51:47, time: 0.259, data_time: 0.004, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.7289, loss: 1.7289, grad_norm: 4.4280 2021-01-30 13:10:41,850 - mmaction - INFO - Epoch [66][1800/3757] lr: 1.000e-03, eta: 17:51:35, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.6855, loss: 1.6855, grad_norm: 4.3686 2021-01-30 13:10:47,346 - mmaction - INFO - Epoch [66][1820/3757] lr: 1.000e-03, eta: 17:51:22, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7969, loss_cls: 1.7249, loss: 1.7249, grad_norm: 4.5052 2021-01-30 13:10:53,431 - mmaction - INFO - Epoch [66][1840/3757] lr: 1.000e-03, eta: 17:51:11, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.7385, loss: 1.7385, grad_norm: 4.5299 2021-01-30 13:10:59,115 - mmaction - INFO - Epoch [66][1860/3757] lr: 1.000e-03, eta: 17:50:58, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.7142, loss: 1.7142, grad_norm: 4.5144 2021-01-30 13:11:05,228 - mmaction - INFO - Epoch [66][1880/3757] lr: 1.000e-03, eta: 17:50:47, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8164, loss_cls: 1.6762, loss: 1.6762, grad_norm: 4.4268 2021-01-30 13:11:10,999 - mmaction - INFO - Epoch [66][1900/3757] lr: 1.000e-03, eta: 17:50:34, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8211, loss_cls: 1.6070, loss: 1.6070, grad_norm: 4.3963 2021-01-30 13:11:16,897 - mmaction - INFO - Epoch [66][1920/3757] lr: 1.000e-03, eta: 17:50:22, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8195, loss_cls: 1.6256, loss: 1.6256, grad_norm: 4.4591 2021-01-30 13:11:23,261 - mmaction - INFO - Epoch [66][1940/3757] lr: 1.000e-03, eta: 17:50:11, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8008, loss_cls: 1.7300, loss: 1.7300, grad_norm: 4.5884 2021-01-30 13:11:28,744 - mmaction - INFO - Epoch [66][1960/3757] lr: 1.000e-03, eta: 17:49:58, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8031, loss_cls: 1.7381, loss: 1.7381, grad_norm: 4.4960 2021-01-30 13:11:34,234 - mmaction - INFO - Epoch [66][1980/3757] lr: 1.000e-03, eta: 17:49:46, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8078, loss_cls: 1.7547, loss: 1.7547, grad_norm: 4.5131 2021-01-30 13:11:40,067 - mmaction - INFO - Epoch [66][2000/3757] lr: 1.000e-03, eta: 17:49:34, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8055, loss_cls: 1.7243, loss: 1.7243, grad_norm: 4.5927 2021-01-30 13:11:46,238 - mmaction - INFO - Epoch [66][2020/3757] lr: 1.000e-03, eta: 17:49:22, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8125, loss_cls: 1.7076, loss: 1.7076, grad_norm: 4.4480 2021-01-30 13:11:52,110 - mmaction - INFO - Epoch [66][2040/3757] lr: 1.000e-03, eta: 17:49:10, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8039, loss_cls: 1.7167, loss: 1.7167, grad_norm: 4.5202 2021-01-30 13:11:57,528 - mmaction - INFO - Epoch [66][2060/3757] lr: 1.000e-03, eta: 17:48:58, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.6925, loss: 1.6925, grad_norm: 4.5452 2021-01-30 13:12:03,587 - mmaction - INFO - Epoch [66][2080/3757] lr: 1.000e-03, eta: 17:48:46, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8156, loss_cls: 1.6821, loss: 1.6821, grad_norm: 4.4510 2021-01-30 13:12:09,629 - mmaction - INFO - Epoch [66][2100/3757] lr: 1.000e-03, eta: 17:48:34, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8172, loss_cls: 1.6646, loss: 1.6646, grad_norm: 4.5412 2021-01-30 13:12:15,758 - mmaction - INFO - Epoch [66][2120/3757] lr: 1.000e-03, eta: 17:48:22, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8070, loss_cls: 1.7271, loss: 1.7271, grad_norm: 4.4711 2021-01-30 13:12:21,401 - mmaction - INFO - Epoch [66][2140/3757] lr: 1.000e-03, eta: 17:48:10, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7249, loss: 1.7249, grad_norm: 4.4725 2021-01-30 13:12:26,794 - mmaction - INFO - Epoch [66][2160/3757] lr: 1.000e-03, eta: 17:47:58, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.7526, loss: 1.7526, grad_norm: 4.4697 2021-01-30 13:12:32,676 - mmaction - INFO - Epoch [66][2180/3757] lr: 1.000e-03, eta: 17:47:46, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.7945, loss_cls: 1.7357, loss: 1.7357, grad_norm: 4.4010 2021-01-30 13:12:38,332 - mmaction - INFO - Epoch [66][2200/3757] lr: 1.000e-03, eta: 17:47:34, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8102, loss_cls: 1.6365, loss: 1.6365, grad_norm: 4.3662 2021-01-30 13:12:43,943 - mmaction - INFO - Epoch [66][2220/3757] lr: 1.000e-03, eta: 17:47:21, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8008, loss_cls: 1.7108, loss: 1.7108, grad_norm: 4.5182 2021-01-30 13:12:50,023 - mmaction - INFO - Epoch [66][2240/3757] lr: 1.000e-03, eta: 17:47:09, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7852, loss_cls: 1.7702, loss: 1.7702, grad_norm: 4.5113 2021-01-30 13:12:55,914 - mmaction - INFO - Epoch [66][2260/3757] lr: 1.000e-03, eta: 17:46:57, time: 0.294, data_time: 0.004, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6648, loss: 1.6648, grad_norm: 4.3625 2021-01-30 13:13:01,428 - mmaction - INFO - Epoch [66][2280/3757] lr: 1.000e-03, eta: 17:46:45, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.6208, loss: 1.6208, grad_norm: 4.4166 2021-01-30 13:13:07,836 - mmaction - INFO - Epoch [66][2300/3757] lr: 1.000e-03, eta: 17:46:33, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7891, loss_cls: 1.8232, loss: 1.8232, grad_norm: 4.6667 2021-01-30 13:13:13,421 - mmaction - INFO - Epoch [66][2320/3757] lr: 1.000e-03, eta: 17:46:21, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8039, loss_cls: 1.6658, loss: 1.6658, grad_norm: 4.4937 2021-01-30 13:13:19,484 - mmaction - INFO - Epoch [66][2340/3757] lr: 1.000e-03, eta: 17:46:09, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7953, loss_cls: 1.8014, loss: 1.8014, grad_norm: 4.5690 2021-01-30 13:13:25,655 - mmaction - INFO - Epoch [66][2360/3757] lr: 1.000e-03, eta: 17:45:58, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.6918, loss: 1.6918, grad_norm: 4.4063 2021-01-30 13:13:30,788 - mmaction - INFO - Epoch [66][2380/3757] lr: 1.000e-03, eta: 17:45:45, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8016, loss_cls: 1.7702, loss: 1.7702, grad_norm: 4.5853 2021-01-30 13:13:37,197 - mmaction - INFO - Epoch [66][2400/3757] lr: 1.000e-03, eta: 17:45:33, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.6819, loss: 1.6819, grad_norm: 4.4575 2021-01-30 13:13:42,437 - mmaction - INFO - Epoch [66][2420/3757] lr: 1.000e-03, eta: 17:45:21, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.7445, loss: 1.7445, grad_norm: 4.5887 2021-01-30 13:13:48,177 - mmaction - INFO - Epoch [66][2440/3757] lr: 1.000e-03, eta: 17:45:09, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8164, loss_cls: 1.6873, loss: 1.6873, grad_norm: 4.4976 2021-01-30 13:13:54,436 - mmaction - INFO - Epoch [66][2460/3757] lr: 1.000e-03, eta: 17:44:57, time: 0.313, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8109, loss_cls: 1.7330, loss: 1.7330, grad_norm: 4.4595 2021-01-30 13:13:59,694 - mmaction - INFO - Epoch [66][2480/3757] lr: 1.000e-03, eta: 17:44:45, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7984, loss_cls: 1.7717, loss: 1.7717, grad_norm: 4.6763 2021-01-30 13:14:05,831 - mmaction - INFO - Epoch [66][2500/3757] lr: 1.000e-03, eta: 17:44:33, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8195, loss_cls: 1.6893, loss: 1.6893, grad_norm: 4.5754 2021-01-30 13:14:11,395 - mmaction - INFO - Epoch [66][2520/3757] lr: 1.000e-03, eta: 17:44:21, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8063, loss_cls: 1.6844, loss: 1.6844, grad_norm: 4.4744 2021-01-30 13:14:16,837 - mmaction - INFO - Epoch [66][2540/3757] lr: 1.000e-03, eta: 17:44:09, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7566, loss: 1.7566, grad_norm: 4.4380 2021-01-30 13:14:23,525 - mmaction - INFO - Epoch [66][2560/3757] lr: 1.000e-03, eta: 17:43:57, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7155, loss: 1.7155, grad_norm: 4.5439 2021-01-30 13:14:29,285 - mmaction - INFO - Epoch [66][2580/3757] lr: 1.000e-03, eta: 17:43:45, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.7212, loss: 1.7212, grad_norm: 4.5485 2021-01-30 13:14:34,727 - mmaction - INFO - Epoch [66][2600/3757] lr: 1.000e-03, eta: 17:43:33, time: 0.272, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7182, loss: 1.7182, grad_norm: 4.4917 2021-01-30 13:14:40,543 - mmaction - INFO - Epoch [66][2620/3757] lr: 1.000e-03, eta: 17:43:21, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8148, loss_cls: 1.6901, loss: 1.6901, grad_norm: 4.4444 2021-01-30 13:14:46,157 - mmaction - INFO - Epoch [66][2640/3757] lr: 1.000e-03, eta: 17:43:08, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8156, loss_cls: 1.6791, loss: 1.6791, grad_norm: 4.4200 2021-01-30 13:14:51,963 - mmaction - INFO - Epoch [66][2660/3757] lr: 1.000e-03, eta: 17:42:56, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8148, loss_cls: 1.6750, loss: 1.6750, grad_norm: 4.5022 2021-01-30 13:14:57,311 - mmaction - INFO - Epoch [66][2680/3757] lr: 1.000e-03, eta: 17:42:44, time: 0.268, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7984, loss_cls: 1.7450, loss: 1.7450, grad_norm: 4.6101 2021-01-30 13:15:03,045 - mmaction - INFO - Epoch [66][2700/3757] lr: 1.000e-03, eta: 17:42:32, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8031, loss_cls: 1.7285, loss: 1.7285, grad_norm: 4.5726 2021-01-30 13:15:09,181 - mmaction - INFO - Epoch [66][2720/3757] lr: 1.000e-03, eta: 17:42:20, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8133, loss_cls: 1.7239, loss: 1.7239, grad_norm: 4.5172 2021-01-30 13:15:14,337 - mmaction - INFO - Epoch [66][2740/3757] lr: 1.000e-03, eta: 17:42:08, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8219, loss_cls: 1.6867, loss: 1.6867, grad_norm: 4.4533 2021-01-30 13:15:20,506 - mmaction - INFO - Epoch [66][2760/3757] lr: 1.000e-03, eta: 17:41:56, time: 0.308, data_time: 0.004, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7867, loss_cls: 1.7924, loss: 1.7924, grad_norm: 4.5548 2021-01-30 13:15:26,596 - mmaction - INFO - Epoch [66][2780/3757] lr: 1.000e-03, eta: 17:41:44, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7898, loss_cls: 1.8378, loss: 1.8378, grad_norm: 4.6441 2021-01-30 13:15:32,517 - mmaction - INFO - Epoch [66][2800/3757] lr: 1.000e-03, eta: 17:41:32, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8141, loss_cls: 1.7213, loss: 1.7213, grad_norm: 4.3730 2021-01-30 13:15:37,900 - mmaction - INFO - Epoch [66][2820/3757] lr: 1.000e-03, eta: 17:41:20, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7945, loss_cls: 1.7990, loss: 1.7990, grad_norm: 4.5944 2021-01-30 13:15:44,076 - mmaction - INFO - Epoch [66][2840/3757] lr: 1.000e-03, eta: 17:41:08, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8086, loss_cls: 1.7409, loss: 1.7409, grad_norm: 4.4117 2021-01-30 13:15:49,605 - mmaction - INFO - Epoch [66][2860/3757] lr: 1.000e-03, eta: 17:40:56, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7984, loss_cls: 1.7744, loss: 1.7744, grad_norm: 4.6117 2021-01-30 13:15:55,456 - mmaction - INFO - Epoch [66][2880/3757] lr: 1.000e-03, eta: 17:40:44, time: 0.293, data_time: 0.004, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6144, loss: 1.6144, grad_norm: 4.3969 2021-01-30 13:16:00,752 - mmaction - INFO - Epoch [66][2900/3757] lr: 1.000e-03, eta: 17:40:32, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7969, loss_cls: 1.7960, loss: 1.7960, grad_norm: 4.6055 2021-01-30 13:16:06,411 - mmaction - INFO - Epoch [66][2920/3757] lr: 1.000e-03, eta: 17:40:19, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8133, loss_cls: 1.6796, loss: 1.6796, grad_norm: 4.4885 2021-01-30 13:16:12,935 - mmaction - INFO - Epoch [66][2940/3757] lr: 1.000e-03, eta: 17:40:08, time: 0.327, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8094, loss_cls: 1.7390, loss: 1.7390, grad_norm: 4.5025 2021-01-30 13:16:18,751 - mmaction - INFO - Epoch [66][2960/3757] lr: 1.000e-03, eta: 17:39:56, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.7137, loss: 1.7137, grad_norm: 4.4505 2021-01-30 13:16:24,409 - mmaction - INFO - Epoch [66][2980/3757] lr: 1.000e-03, eta: 17:39:44, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.7130, loss: 1.7130, grad_norm: 4.5447 2021-01-30 13:16:30,134 - mmaction - INFO - Epoch [66][3000/3757] lr: 1.000e-03, eta: 17:39:32, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8125, loss_cls: 1.6903, loss: 1.6903, grad_norm: 4.4620 2021-01-30 13:16:36,538 - mmaction - INFO - Epoch [66][3020/3757] lr: 1.000e-03, eta: 17:39:20, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.7389, loss: 1.7389, grad_norm: 4.5723 2021-01-30 13:16:42,008 - mmaction - INFO - Epoch [66][3040/3757] lr: 1.000e-03, eta: 17:39:08, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8273, loss_cls: 1.6174, loss: 1.6174, grad_norm: 4.3647 2021-01-30 13:16:48,354 - mmaction - INFO - Epoch [66][3060/3757] lr: 1.000e-03, eta: 17:38:56, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.7252, loss: 1.7252, grad_norm: 4.5510 2021-01-30 13:16:54,183 - mmaction - INFO - Epoch [66][3080/3757] lr: 1.000e-03, eta: 17:38:44, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8141, loss_cls: 1.7220, loss: 1.7220, grad_norm: 4.4483 2021-01-30 13:16:59,807 - mmaction - INFO - Epoch [66][3100/3757] lr: 1.000e-03, eta: 17:38:32, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8102, loss_cls: 1.7227, loss: 1.7227, grad_norm: 4.5311 2021-01-30 13:17:05,516 - mmaction - INFO - Epoch [66][3120/3757] lr: 1.000e-03, eta: 17:38:20, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7859, loss_cls: 1.8138, loss: 1.8138, grad_norm: 4.5180 2021-01-30 13:17:11,081 - mmaction - INFO - Epoch [66][3140/3757] lr: 1.000e-03, eta: 17:38:08, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8109, loss_cls: 1.6839, loss: 1.6839, grad_norm: 4.3544 2021-01-30 13:17:16,666 - mmaction - INFO - Epoch [66][3160/3757] lr: 1.000e-03, eta: 17:37:56, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7945, loss_cls: 1.7502, loss: 1.7502, grad_norm: 4.4207 2021-01-30 13:17:22,702 - mmaction - INFO - Epoch [66][3180/3757] lr: 1.000e-03, eta: 17:37:44, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8391, loss_cls: 1.6153, loss: 1.6153, grad_norm: 4.4387 2021-01-30 13:17:28,028 - mmaction - INFO - Epoch [66][3200/3757] lr: 1.000e-03, eta: 17:37:31, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7937, loss_cls: 1.8090, loss: 1.8090, grad_norm: 4.6805 2021-01-30 13:17:33,861 - mmaction - INFO - Epoch [66][3220/3757] lr: 1.000e-03, eta: 17:37:19, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.6563, loss: 1.6563, grad_norm: 4.4600 2021-01-30 13:17:39,230 - mmaction - INFO - Epoch [66][3240/3757] lr: 1.000e-03, eta: 17:37:07, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.6587, loss: 1.6587, grad_norm: 4.4476 2021-01-30 13:17:45,367 - mmaction - INFO - Epoch [66][3260/3757] lr: 1.000e-03, eta: 17:36:55, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8172, loss_cls: 1.6631, loss: 1.6631, grad_norm: 4.5007 2021-01-30 13:17:50,986 - mmaction - INFO - Epoch [66][3280/3757] lr: 1.000e-03, eta: 17:36:43, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.6463, loss: 1.6463, grad_norm: 4.5586 2021-01-30 13:17:56,605 - mmaction - INFO - Epoch [66][3300/3757] lr: 1.000e-03, eta: 17:36:31, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8234, loss_cls: 1.6205, loss: 1.6205, grad_norm: 4.5444 2021-01-30 13:18:02,067 - mmaction - INFO - Epoch [66][3320/3757] lr: 1.000e-03, eta: 17:36:19, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8187, loss_cls: 1.7283, loss: 1.7283, grad_norm: 4.7089 2021-01-30 13:18:07,714 - mmaction - INFO - Epoch [66][3340/3757] lr: 1.000e-03, eta: 17:36:07, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8164, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.5800 2021-01-30 13:18:13,150 - mmaction - INFO - Epoch [66][3360/3757] lr: 1.000e-03, eta: 17:35:55, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6368, loss: 1.6368, grad_norm: 4.4330 2021-01-30 13:18:18,471 - mmaction - INFO - Epoch [66][3380/3757] lr: 1.000e-03, eta: 17:35:42, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7945, loss_cls: 1.7127, loss: 1.7127, grad_norm: 4.5405 2021-01-30 13:18:24,549 - mmaction - INFO - Epoch [66][3400/3757] lr: 1.000e-03, eta: 17:35:31, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.6947, loss: 1.6947, grad_norm: 4.5475 2021-01-30 13:18:30,949 - mmaction - INFO - Epoch [66][3420/3757] lr: 1.000e-03, eta: 17:35:19, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8055, loss_cls: 1.7239, loss: 1.7239, grad_norm: 4.5391 2021-01-30 13:18:36,810 - mmaction - INFO - Epoch [66][3440/3757] lr: 1.000e-03, eta: 17:35:07, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8203, loss_cls: 1.6587, loss: 1.6587, grad_norm: 4.6260 2021-01-30 13:18:42,415 - mmaction - INFO - Epoch [66][3460/3757] lr: 1.000e-03, eta: 17:34:55, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8070, loss_cls: 1.7399, loss: 1.7399, grad_norm: 4.6392 2021-01-30 13:18:48,510 - mmaction - INFO - Epoch [66][3480/3757] lr: 1.000e-03, eta: 17:34:43, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8172, loss_cls: 1.6760, loss: 1.6760, grad_norm: 4.4458 2021-01-30 13:18:54,528 - mmaction - INFO - Epoch [66][3500/3757] lr: 1.000e-03, eta: 17:34:31, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.6852, loss: 1.6852, grad_norm: 4.5291 2021-01-30 13:19:00,168 - mmaction - INFO - Epoch [66][3520/3757] lr: 1.000e-03, eta: 17:34:19, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.7686, loss: 1.7686, grad_norm: 4.5949 2021-01-30 13:19:05,914 - mmaction - INFO - Epoch [66][3540/3757] lr: 1.000e-03, eta: 17:34:07, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8055, loss_cls: 1.6788, loss: 1.6788, grad_norm: 4.3835 2021-01-30 13:19:11,579 - mmaction - INFO - Epoch [66][3560/3757] lr: 1.000e-03, eta: 17:33:55, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8141, loss_cls: 1.6890, loss: 1.6890, grad_norm: 4.4548 2021-01-30 13:19:17,082 - mmaction - INFO - Epoch [66][3580/3757] lr: 1.000e-03, eta: 17:33:43, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8102, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.4647 2021-01-30 13:19:23,396 - mmaction - INFO - Epoch [66][3600/3757] lr: 1.000e-03, eta: 17:33:31, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8070, loss_cls: 1.7110, loss: 1.7110, grad_norm: 4.5138 2021-01-30 13:19:29,374 - mmaction - INFO - Epoch [66][3620/3757] lr: 1.000e-03, eta: 17:33:19, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8109, loss_cls: 1.6867, loss: 1.6867, grad_norm: 4.4696 2021-01-30 13:19:34,831 - mmaction - INFO - Epoch [66][3640/3757] lr: 1.000e-03, eta: 17:33:07, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7875, loss_cls: 1.7509, loss: 1.7509, grad_norm: 4.5472 2021-01-30 13:19:40,577 - mmaction - INFO - Epoch [66][3660/3757] lr: 1.000e-03, eta: 17:32:55, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8133, loss_cls: 1.6757, loss: 1.6757, grad_norm: 4.4370 2021-01-30 13:19:46,469 - mmaction - INFO - Epoch [66][3680/3757] lr: 1.000e-03, eta: 17:32:43, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8070, loss_cls: 1.7154, loss: 1.7154, grad_norm: 4.5444 2021-01-30 13:19:52,282 - mmaction - INFO - Epoch [66][3700/3757] lr: 1.000e-03, eta: 17:32:31, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.7069, loss: 1.7069, grad_norm: 4.5530 2021-01-30 13:19:58,324 - mmaction - INFO - Epoch [66][3720/3757] lr: 1.000e-03, eta: 17:32:19, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7992, loss_cls: 1.7747, loss: 1.7747, grad_norm: 4.5938 2021-01-30 13:20:03,689 - mmaction - INFO - Epoch [66][3740/3757] lr: 1.000e-03, eta: 17:32:07, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8172, loss_cls: 1.7273, loss: 1.7273, grad_norm: 4.5344 2021-01-30 13:20:25,557 - mmaction - INFO - Saving checkpoint at 66 epochs 2021-01-30 13:32:18,493 - mmaction - INFO - Epoch [67][20/3757] lr: 1.000e-03, eta: 17:37:46, time: 35.632, data_time: 35.217, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8102, loss_cls: 1.6931, loss: 1.6931, grad_norm: 4.4024 2021-01-30 13:32:22,756 - mmaction - INFO - Epoch [67][40/3757] lr: 1.000e-03, eta: 17:37:33, time: 0.220, data_time: 0.009, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7883, loss_cls: 1.8104, loss: 1.8104, grad_norm: 4.6233 2021-01-30 13:32:26,901 - mmaction - INFO - Epoch [67][60/3757] lr: 1.000e-03, eta: 17:37:21, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8172, loss_cls: 1.6771, loss: 1.6771, grad_norm: 4.4670 2021-01-30 13:32:31,147 - mmaction - INFO - Epoch [67][80/3757] lr: 1.000e-03, eta: 17:37:08, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7898, loss_cls: 1.7750, loss: 1.7750, grad_norm: 4.6358 2021-01-30 13:32:35,443 - mmaction - INFO - Epoch [67][100/3757] lr: 1.000e-03, eta: 17:36:55, time: 0.215, data_time: 0.005, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7922, loss_cls: 1.8280, loss: 1.8280, grad_norm: 4.5975 2021-01-30 13:32:39,665 - mmaction - INFO - Epoch [67][120/3757] lr: 1.000e-03, eta: 17:36:42, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8125, loss_cls: 1.6734, loss: 1.6734, grad_norm: 4.4315 2021-01-30 13:32:44,015 - mmaction - INFO - Epoch [67][140/3757] lr: 1.000e-03, eta: 17:36:29, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.7074, loss: 1.7074, grad_norm: 4.3993 2021-01-30 13:32:48,392 - mmaction - INFO - Epoch [67][160/3757] lr: 1.000e-03, eta: 17:36:16, time: 0.219, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8359, loss_cls: 1.6178, loss: 1.6178, grad_norm: 4.4262 2021-01-30 13:32:52,675 - mmaction - INFO - Epoch [67][180/3757] lr: 1.000e-03, eta: 17:36:04, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8039, loss_cls: 1.7515, loss: 1.7515, grad_norm: 4.5958 2021-01-30 13:32:56,897 - mmaction - INFO - Epoch [67][200/3757] lr: 1.000e-03, eta: 17:35:51, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8063, loss_cls: 1.6728, loss: 1.6728, grad_norm: 4.4275 2021-01-30 13:33:01,188 - mmaction - INFO - Epoch [67][220/3757] lr: 1.000e-03, eta: 17:35:38, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8008, loss_cls: 1.7063, loss: 1.7063, grad_norm: 4.5069 2021-01-30 13:33:05,451 - mmaction - INFO - Epoch [67][240/3757] lr: 1.000e-03, eta: 17:35:25, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8078, loss_cls: 1.6735, loss: 1.6735, grad_norm: 4.5151 2021-01-30 13:33:09,650 - mmaction - INFO - Epoch [67][260/3757] lr: 1.000e-03, eta: 17:35:12, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8352, loss_cls: 1.6123, loss: 1.6123, grad_norm: 4.4861 2021-01-30 13:33:14,083 - mmaction - INFO - Epoch [67][280/3757] lr: 1.000e-03, eta: 17:34:59, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8016, loss_cls: 1.7557, loss: 1.7557, grad_norm: 4.5709 2021-01-30 13:33:18,313 - mmaction - INFO - Epoch [67][300/3757] lr: 1.000e-03, eta: 17:34:46, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7906, loss_cls: 1.7204, loss: 1.7204, grad_norm: 4.4654 2021-01-30 13:33:22,702 - mmaction - INFO - Epoch [67][320/3757] lr: 1.000e-03, eta: 17:34:34, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8148, loss_cls: 1.6915, loss: 1.6915, grad_norm: 4.5813 2021-01-30 13:33:26,945 - mmaction - INFO - Epoch [67][340/3757] lr: 1.000e-03, eta: 17:34:21, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7254, loss: 1.7254, grad_norm: 4.6759 2021-01-30 13:33:31,358 - mmaction - INFO - Epoch [67][360/3757] lr: 1.000e-03, eta: 17:34:08, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8406, loss_cls: 1.5671, loss: 1.5671, grad_norm: 4.3863 2021-01-30 13:33:35,716 - mmaction - INFO - Epoch [67][380/3757] lr: 1.000e-03, eta: 17:33:55, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.7501, loss: 1.7501, grad_norm: 4.6366 2021-01-30 13:33:40,084 - mmaction - INFO - Epoch [67][400/3757] lr: 1.000e-03, eta: 17:33:43, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8117, loss_cls: 1.7528, loss: 1.7528, grad_norm: 4.4988 2021-01-30 13:33:44,514 - mmaction - INFO - Epoch [67][420/3757] lr: 1.000e-03, eta: 17:33:30, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8258, loss_cls: 1.5930, loss: 1.5930, grad_norm: 4.3709 2021-01-30 13:33:48,826 - mmaction - INFO - Epoch [67][440/3757] lr: 1.000e-03, eta: 17:33:17, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.6665, loss: 1.6665, grad_norm: 4.6327 2021-01-30 13:33:53,338 - mmaction - INFO - Epoch [67][460/3757] lr: 1.000e-03, eta: 17:33:04, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8023, loss_cls: 1.7597, loss: 1.7597, grad_norm: 4.4199 2021-01-30 13:33:57,728 - mmaction - INFO - Epoch [67][480/3757] lr: 1.000e-03, eta: 17:32:51, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6576, loss: 1.6576, grad_norm: 4.5072 2021-01-30 13:34:02,153 - mmaction - INFO - Epoch [67][500/3757] lr: 1.000e-03, eta: 17:32:39, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8031, loss_cls: 1.7392, loss: 1.7392, grad_norm: 4.6640 2021-01-30 13:34:07,342 - mmaction - INFO - Epoch [67][520/3757] lr: 1.000e-03, eta: 17:32:26, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.6539, loss: 1.6539, grad_norm: 4.5101 2021-01-30 13:34:12,005 - mmaction - INFO - Epoch [67][540/3757] lr: 1.000e-03, eta: 17:32:14, time: 0.233, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7154, loss: 1.7154, grad_norm: 4.5647 2021-01-30 13:34:16,928 - mmaction - INFO - Epoch [67][560/3757] lr: 1.000e-03, eta: 17:32:01, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.7121, loss: 1.7121, grad_norm: 4.5463 2021-01-30 13:34:22,063 - mmaction - INFO - Epoch [67][580/3757] lr: 1.000e-03, eta: 17:31:49, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.6953, loss: 1.6953, grad_norm: 4.5752 2021-01-30 13:34:27,160 - mmaction - INFO - Epoch [67][600/3757] lr: 1.000e-03, eta: 17:31:37, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.6044 2021-01-30 13:34:31,833 - mmaction - INFO - Epoch [67][620/3757] lr: 1.000e-03, eta: 17:31:24, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.6863, loss: 1.6863, grad_norm: 4.4839 2021-01-30 13:34:36,800 - mmaction - INFO - Epoch [67][640/3757] lr: 1.000e-03, eta: 17:31:11, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.6898, loss: 1.6898, grad_norm: 4.5003 2021-01-30 13:34:42,162 - mmaction - INFO - Epoch [67][660/3757] lr: 1.000e-03, eta: 17:30:59, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8344, loss_cls: 1.6013, loss: 1.6013, grad_norm: 4.4373 2021-01-30 13:34:47,709 - mmaction - INFO - Epoch [67][680/3757] lr: 1.000e-03, eta: 17:30:47, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8109, loss_cls: 1.7346, loss: 1.7346, grad_norm: 4.5757 2021-01-30 13:34:52,391 - mmaction - INFO - Epoch [67][700/3757] lr: 1.000e-03, eta: 17:30:34, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.5706 2021-01-30 13:34:57,906 - mmaction - INFO - Epoch [67][720/3757] lr: 1.000e-03, eta: 17:30:22, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8172, loss_cls: 1.6210, loss: 1.6210, grad_norm: 4.4059 2021-01-30 13:35:03,462 - mmaction - INFO - Epoch [67][740/3757] lr: 1.000e-03, eta: 17:30:10, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8000, loss_cls: 1.7454, loss: 1.7454, grad_norm: 4.4499 2021-01-30 13:35:09,170 - mmaction - INFO - Epoch [67][760/3757] lr: 1.000e-03, eta: 17:29:58, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.6380, loss: 1.6380, grad_norm: 4.4749 2021-01-30 13:35:14,325 - mmaction - INFO - Epoch [67][780/3757] lr: 1.000e-03, eta: 17:29:46, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8102, loss_cls: 1.7594, loss: 1.7594, grad_norm: 4.6241 2021-01-30 13:35:20,002 - mmaction - INFO - Epoch [67][800/3757] lr: 1.000e-03, eta: 17:29:34, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8148, loss_cls: 1.7132, loss: 1.7132, grad_norm: 4.4075 2021-01-30 13:35:25,305 - mmaction - INFO - Epoch [67][820/3757] lr: 1.000e-03, eta: 17:29:21, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8398, loss_cls: 1.5785, loss: 1.5785, grad_norm: 4.4450 2021-01-30 13:35:30,197 - mmaction - INFO - Epoch [67][840/3757] lr: 1.000e-03, eta: 17:29:09, time: 0.245, data_time: 0.005, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8094, loss_cls: 1.7365, loss: 1.7365, grad_norm: 4.7594 2021-01-30 13:35:34,923 - mmaction - INFO - Epoch [67][860/3757] lr: 1.000e-03, eta: 17:28:56, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8195, loss_cls: 1.6269, loss: 1.6269, grad_norm: 4.4732 2021-01-30 13:35:40,050 - mmaction - INFO - Epoch [67][880/3757] lr: 1.000e-03, eta: 17:28:44, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8148, loss_cls: 1.7086, loss: 1.7086, grad_norm: 4.5848 2021-01-30 13:35:44,792 - mmaction - INFO - Epoch [67][900/3757] lr: 1.000e-03, eta: 17:28:31, time: 0.238, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8227, loss_cls: 1.6725, loss: 1.6725, grad_norm: 4.4063 2021-01-30 13:35:50,153 - mmaction - INFO - Epoch [67][920/3757] lr: 1.000e-03, eta: 17:28:19, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6672, loss: 1.6672, grad_norm: 4.3909 2021-01-30 13:35:55,449 - mmaction - INFO - Epoch [67][940/3757] lr: 1.000e-03, eta: 17:28:07, time: 0.265, data_time: 0.005, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7705, loss: 1.7705, grad_norm: 4.6866 2021-01-30 13:36:01,607 - mmaction - INFO - Epoch [67][960/3757] lr: 1.000e-03, eta: 17:27:55, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7992, loss_cls: 1.7792, loss: 1.7792, grad_norm: 4.5866 2021-01-30 13:36:06,899 - mmaction - INFO - Epoch [67][980/3757] lr: 1.000e-03, eta: 17:27:43, time: 0.265, data_time: 0.005, memory: 3385, top1_acc: 0.6000, top5_acc: 0.7953, loss_cls: 1.7318, loss: 1.7318, grad_norm: 4.6037 2021-01-30 13:36:12,045 - mmaction - INFO - Epoch [67][1000/3757] lr: 1.000e-03, eta: 17:27:30, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.6984, loss: 1.6984, grad_norm: 4.6194 2021-01-30 13:36:17,993 - mmaction - INFO - Epoch [67][1020/3757] lr: 1.000e-03, eta: 17:27:18, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.6667, loss: 1.6667, grad_norm: 4.5229 2021-01-30 13:36:23,940 - mmaction - INFO - Epoch [67][1040/3757] lr: 1.000e-03, eta: 17:27:06, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8250, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.5492 2021-01-30 13:36:29,774 - mmaction - INFO - Epoch [67][1060/3757] lr: 1.000e-03, eta: 17:26:54, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8008, loss_cls: 1.7889, loss: 1.7889, grad_norm: 4.7445 2021-01-30 13:36:35,391 - mmaction - INFO - Epoch [67][1080/3757] lr: 1.000e-03, eta: 17:26:42, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8047, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.3266 2021-01-30 13:36:40,859 - mmaction - INFO - Epoch [67][1100/3757] lr: 1.000e-03, eta: 17:26:30, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8234, loss_cls: 1.6816, loss: 1.6816, grad_norm: 4.4805 2021-01-30 13:36:46,256 - mmaction - INFO - Epoch [67][1120/3757] lr: 1.000e-03, eta: 17:26:18, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8117, loss_cls: 1.7145, loss: 1.7145, grad_norm: 4.5690 2021-01-30 13:36:52,017 - mmaction - INFO - Epoch [67][1140/3757] lr: 1.000e-03, eta: 17:26:06, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.7217, loss: 1.7217, grad_norm: 4.5832 2021-01-30 13:36:58,128 - mmaction - INFO - Epoch [67][1160/3757] lr: 1.000e-03, eta: 17:25:54, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.7415, loss: 1.7415, grad_norm: 4.5085 2021-01-30 13:37:03,400 - mmaction - INFO - Epoch [67][1180/3757] lr: 1.000e-03, eta: 17:25:42, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7891, loss_cls: 1.8034, loss: 1.8034, grad_norm: 4.5019 2021-01-30 13:37:08,805 - mmaction - INFO - Epoch [67][1200/3757] lr: 1.000e-03, eta: 17:25:30, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6758, loss: 1.6758, grad_norm: 4.4796 2021-01-30 13:37:14,578 - mmaction - INFO - Epoch [67][1220/3757] lr: 1.000e-03, eta: 17:25:18, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.7091, loss: 1.7091, grad_norm: 4.5865 2021-01-30 13:37:20,270 - mmaction - INFO - Epoch [67][1240/3757] lr: 1.000e-03, eta: 17:25:06, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8281, loss_cls: 1.6359, loss: 1.6359, grad_norm: 4.6002 2021-01-30 13:37:25,582 - mmaction - INFO - Epoch [67][1260/3757] lr: 1.000e-03, eta: 17:24:53, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8078, loss_cls: 1.6998, loss: 1.6998, grad_norm: 4.5845 2021-01-30 13:37:30,927 - mmaction - INFO - Epoch [67][1280/3757] lr: 1.000e-03, eta: 17:24:41, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8297, loss_cls: 1.5902, loss: 1.5902, grad_norm: 4.5664 2021-01-30 13:37:37,080 - mmaction - INFO - Epoch [67][1300/3757] lr: 1.000e-03, eta: 17:24:29, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7820, loss_cls: 1.7693, loss: 1.7693, grad_norm: 4.5675 2021-01-30 13:37:43,139 - mmaction - INFO - Epoch [67][1320/3757] lr: 1.000e-03, eta: 17:24:17, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8039, loss_cls: 1.7368, loss: 1.7368, grad_norm: 4.5933 2021-01-30 13:37:49,595 - mmaction - INFO - Epoch [67][1340/3757] lr: 1.000e-03, eta: 17:24:06, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8141, loss_cls: 1.6505, loss: 1.6505, grad_norm: 4.4079 2021-01-30 13:37:55,345 - mmaction - INFO - Epoch [67][1360/3757] lr: 1.000e-03, eta: 17:23:54, time: 0.287, data_time: 0.004, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.6490, loss: 1.6490, grad_norm: 4.4892 2021-01-30 13:38:00,751 - mmaction - INFO - Epoch [67][1380/3757] lr: 1.000e-03, eta: 17:23:41, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7898, loss_cls: 1.7635, loss: 1.7635, grad_norm: 4.6386 2021-01-30 13:38:06,114 - mmaction - INFO - Epoch [67][1400/3757] lr: 1.000e-03, eta: 17:23:29, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.7303, loss: 1.7303, grad_norm: 4.5167 2021-01-30 13:38:12,029 - mmaction - INFO - Epoch [67][1420/3757] lr: 1.000e-03, eta: 17:23:17, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8156, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.4677 2021-01-30 13:38:17,799 - mmaction - INFO - Epoch [67][1440/3757] lr: 1.000e-03, eta: 17:23:05, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.6845, loss: 1.6845, grad_norm: 4.5216 2021-01-30 13:38:23,355 - mmaction - INFO - Epoch [67][1460/3757] lr: 1.000e-03, eta: 17:22:53, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8125, loss_cls: 1.6689, loss: 1.6689, grad_norm: 4.4343 2021-01-30 13:38:29,472 - mmaction - INFO - Epoch [67][1480/3757] lr: 1.000e-03, eta: 17:22:41, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.6358, loss: 1.6358, grad_norm: 4.5335 2021-01-30 13:38:34,570 - mmaction - INFO - Epoch [67][1500/3757] lr: 1.000e-03, eta: 17:22:29, time: 0.254, data_time: 0.003, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8445, loss_cls: 1.6014, loss: 1.6014, grad_norm: 4.5017 2021-01-30 13:38:41,184 - mmaction - INFO - Epoch [67][1520/3757] lr: 1.000e-03, eta: 17:22:17, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8195, loss_cls: 1.6290, loss: 1.6290, grad_norm: 4.4488 2021-01-30 13:38:47,727 - mmaction - INFO - Epoch [67][1540/3757] lr: 1.000e-03, eta: 17:22:06, time: 0.327, data_time: 0.004, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8078, loss_cls: 1.7098, loss: 1.7098, grad_norm: 4.5497 2021-01-30 13:38:53,568 - mmaction - INFO - Epoch [67][1560/3757] lr: 1.000e-03, eta: 17:21:54, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.6592, loss: 1.6592, grad_norm: 4.5266 2021-01-30 13:38:58,641 - mmaction - INFO - Epoch [67][1580/3757] lr: 1.000e-03, eta: 17:21:42, time: 0.253, data_time: 0.003, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7891, loss_cls: 1.8617, loss: 1.8617, grad_norm: 4.7659 2021-01-30 13:39:04,282 - mmaction - INFO - Epoch [67][1600/3757] lr: 1.000e-03, eta: 17:21:29, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.7419, loss: 1.7419, grad_norm: 4.5689 2021-01-30 13:39:10,247 - mmaction - INFO - Epoch [67][1620/3757] lr: 1.000e-03, eta: 17:21:18, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8164, loss_cls: 1.6135, loss: 1.6135, grad_norm: 4.4159 2021-01-30 13:39:16,061 - mmaction - INFO - Epoch [67][1640/3757] lr: 1.000e-03, eta: 17:21:06, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8133, loss_cls: 1.7220, loss: 1.7220, grad_norm: 4.6756 2021-01-30 13:39:22,175 - mmaction - INFO - Epoch [67][1660/3757] lr: 1.000e-03, eta: 17:20:54, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.6890, loss: 1.6890, grad_norm: 4.4852 2021-01-30 13:39:28,296 - mmaction - INFO - Epoch [67][1680/3757] lr: 1.000e-03, eta: 17:20:42, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8125, loss_cls: 1.6810, loss: 1.6810, grad_norm: 4.5633 2021-01-30 13:39:34,325 - mmaction - INFO - Epoch [67][1700/3757] lr: 1.000e-03, eta: 17:20:30, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7898, loss_cls: 1.7853, loss: 1.7853, grad_norm: 4.6093 2021-01-30 13:39:39,729 - mmaction - INFO - Epoch [67][1720/3757] lr: 1.000e-03, eta: 17:20:18, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.7002, loss: 1.7002, grad_norm: 4.5351 2021-01-30 13:39:45,828 - mmaction - INFO - Epoch [67][1740/3757] lr: 1.000e-03, eta: 17:20:06, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.7732, loss: 1.7732, grad_norm: 4.7120 2021-01-30 13:39:51,170 - mmaction - INFO - Epoch [67][1760/3757] lr: 1.000e-03, eta: 17:19:54, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8148, loss_cls: 1.6553, loss: 1.6553, grad_norm: 4.4667 2021-01-30 13:39:56,911 - mmaction - INFO - Epoch [67][1780/3757] lr: 1.000e-03, eta: 17:19:42, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8078, loss_cls: 1.6519, loss: 1.6519, grad_norm: 4.4712 2021-01-30 13:40:03,290 - mmaction - INFO - Epoch [67][1800/3757] lr: 1.000e-03, eta: 17:19:30, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7953, loss_cls: 1.7520, loss: 1.7520, grad_norm: 4.5889 2021-01-30 13:40:09,263 - mmaction - INFO - Epoch [67][1820/3757] lr: 1.000e-03, eta: 17:19:18, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8125, loss_cls: 1.6760, loss: 1.6760, grad_norm: 4.4689 2021-01-30 13:40:15,181 - mmaction - INFO - Epoch [67][1840/3757] lr: 1.000e-03, eta: 17:19:06, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8078, loss_cls: 1.6859, loss: 1.6859, grad_norm: 4.5467 2021-01-30 13:40:21,555 - mmaction - INFO - Epoch [67][1860/3757] lr: 1.000e-03, eta: 17:18:55, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7930, loss_cls: 1.7468, loss: 1.7468, grad_norm: 4.5505 2021-01-30 13:40:26,697 - mmaction - INFO - Epoch [67][1880/3757] lr: 1.000e-03, eta: 17:18:42, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7906, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.6252 2021-01-30 13:40:32,399 - mmaction - INFO - Epoch [67][1900/3757] lr: 1.000e-03, eta: 17:18:30, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7961, loss_cls: 1.7425, loss: 1.7425, grad_norm: 4.4426 2021-01-30 13:40:38,073 - mmaction - INFO - Epoch [67][1920/3757] lr: 1.000e-03, eta: 17:18:18, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.6934, loss: 1.6934, grad_norm: 4.4794 2021-01-30 13:40:43,450 - mmaction - INFO - Epoch [67][1940/3757] lr: 1.000e-03, eta: 17:18:06, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7977, loss_cls: 1.6771, loss: 1.6771, grad_norm: 4.5054 2021-01-30 13:40:49,734 - mmaction - INFO - Epoch [67][1960/3757] lr: 1.000e-03, eta: 17:17:54, time: 0.313, data_time: 0.004, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8031, loss_cls: 1.7186, loss: 1.7186, grad_norm: 4.4774 2021-01-30 13:40:55,650 - mmaction - INFO - Epoch [67][1980/3757] lr: 1.000e-03, eta: 17:17:42, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8039, loss_cls: 1.7249, loss: 1.7249, grad_norm: 4.6328 2021-01-30 13:41:01,652 - mmaction - INFO - Epoch [67][2000/3757] lr: 1.000e-03, eta: 17:17:31, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8094, loss_cls: 1.7108, loss: 1.7108, grad_norm: 4.6494 2021-01-30 13:41:07,613 - mmaction - INFO - Epoch [67][2020/3757] lr: 1.000e-03, eta: 17:17:19, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8102, loss_cls: 1.7297, loss: 1.7297, grad_norm: 4.5690 2021-01-30 13:41:12,554 - mmaction - INFO - Epoch [67][2040/3757] lr: 1.000e-03, eta: 17:17:06, time: 0.248, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8086, loss_cls: 1.7242, loss: 1.7242, grad_norm: 4.6008 2021-01-30 13:41:18,615 - mmaction - INFO - Epoch [67][2060/3757] lr: 1.000e-03, eta: 17:16:55, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.6018, loss: 1.6018, grad_norm: 4.4262 2021-01-30 13:41:24,464 - mmaction - INFO - Epoch [67][2080/3757] lr: 1.000e-03, eta: 17:16:43, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7984, loss_cls: 1.7239, loss: 1.7239, grad_norm: 4.5458 2021-01-30 13:41:29,935 - mmaction - INFO - Epoch [67][2100/3757] lr: 1.000e-03, eta: 17:16:30, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8258, loss_cls: 1.6688, loss: 1.6688, grad_norm: 4.4280 2021-01-30 13:41:35,877 - mmaction - INFO - Epoch [67][2120/3757] lr: 1.000e-03, eta: 17:16:19, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8297, loss_cls: 1.6201, loss: 1.6201, grad_norm: 4.3914 2021-01-30 13:41:42,021 - mmaction - INFO - Epoch [67][2140/3757] lr: 1.000e-03, eta: 17:16:07, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8227, loss_cls: 1.6122, loss: 1.6122, grad_norm: 4.6125 2021-01-30 13:41:47,864 - mmaction - INFO - Epoch [67][2160/3757] lr: 1.000e-03, eta: 17:15:55, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6829, loss: 1.6829, grad_norm: 4.6349 2021-01-30 13:41:53,674 - mmaction - INFO - Epoch [67][2180/3757] lr: 1.000e-03, eta: 17:15:43, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8070, loss_cls: 1.6743, loss: 1.6743, grad_norm: 4.6149 2021-01-30 13:41:59,184 - mmaction - INFO - Epoch [67][2200/3757] lr: 1.000e-03, eta: 17:15:31, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8023, loss_cls: 1.7054, loss: 1.7054, grad_norm: 4.5972 2021-01-30 13:42:04,924 - mmaction - INFO - Epoch [67][2220/3757] lr: 1.000e-03, eta: 17:15:19, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7953, loss_cls: 1.7242, loss: 1.7242, grad_norm: 4.4817 2021-01-30 13:42:11,418 - mmaction - INFO - Epoch [67][2240/3757] lr: 1.000e-03, eta: 17:15:07, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8008, loss_cls: 1.7323, loss: 1.7323, grad_norm: 4.5514 2021-01-30 13:42:16,883 - mmaction - INFO - Epoch [67][2260/3757] lr: 1.000e-03, eta: 17:14:55, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8172, loss_cls: 1.6871, loss: 1.6871, grad_norm: 4.5546 2021-01-30 13:42:22,500 - mmaction - INFO - Epoch [67][2280/3757] lr: 1.000e-03, eta: 17:14:43, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8055, loss_cls: 1.7223, loss: 1.7223, grad_norm: 4.5694 2021-01-30 13:42:28,142 - mmaction - INFO - Epoch [67][2300/3757] lr: 1.000e-03, eta: 17:14:31, time: 0.282, data_time: 0.004, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7891, loss_cls: 1.7821, loss: 1.7821, grad_norm: 4.5369 2021-01-30 13:42:33,674 - mmaction - INFO - Epoch [67][2320/3757] lr: 1.000e-03, eta: 17:14:19, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.6971, loss: 1.6971, grad_norm: 4.5186 2021-01-30 13:42:40,188 - mmaction - INFO - Epoch [67][2340/3757] lr: 1.000e-03, eta: 17:14:07, time: 0.326, data_time: 0.005, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8016, loss_cls: 1.7834, loss: 1.7834, grad_norm: 4.6055 2021-01-30 13:42:46,336 - mmaction - INFO - Epoch [67][2360/3757] lr: 1.000e-03, eta: 17:13:56, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8148, loss_cls: 1.7164, loss: 1.7164, grad_norm: 4.4741 2021-01-30 13:42:52,934 - mmaction - INFO - Epoch [67][2380/3757] lr: 1.000e-03, eta: 17:13:44, time: 0.330, data_time: 0.005, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6320, loss: 1.6320, grad_norm: 4.4150 2021-01-30 13:42:58,543 - mmaction - INFO - Epoch [67][2400/3757] lr: 1.000e-03, eta: 17:13:32, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7984, loss_cls: 1.7372, loss: 1.7372, grad_norm: 4.5149 2021-01-30 13:43:04,159 - mmaction - INFO - Epoch [67][2420/3757] lr: 1.000e-03, eta: 17:13:20, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7820, loss_cls: 1.8448, loss: 1.8448, grad_norm: 4.6476 2021-01-30 13:43:10,427 - mmaction - INFO - Epoch [67][2440/3757] lr: 1.000e-03, eta: 17:13:08, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8055, loss_cls: 1.7906, loss: 1.7906, grad_norm: 4.6056 2021-01-30 13:43:15,984 - mmaction - INFO - Epoch [67][2460/3757] lr: 1.000e-03, eta: 17:12:56, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8156, loss_cls: 1.6681, loss: 1.6681, grad_norm: 4.4317 2021-01-30 13:43:21,370 - mmaction - INFO - Epoch [67][2480/3757] lr: 1.000e-03, eta: 17:12:44, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8250, loss_cls: 1.6554, loss: 1.6554, grad_norm: 4.5340 2021-01-30 13:43:26,999 - mmaction - INFO - Epoch [67][2500/3757] lr: 1.000e-03, eta: 17:12:32, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8203, loss_cls: 1.6608, loss: 1.6608, grad_norm: 4.5067 2021-01-30 13:43:32,324 - mmaction - INFO - Epoch [67][2520/3757] lr: 1.000e-03, eta: 17:12:20, time: 0.268, data_time: 0.003, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7844, loss_cls: 1.7823, loss: 1.7823, grad_norm: 4.5453 2021-01-30 13:43:38,702 - mmaction - INFO - Epoch [67][2540/3757] lr: 1.000e-03, eta: 17:12:08, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.8323, loss: 1.8323, grad_norm: 4.6288 2021-01-30 13:43:44,239 - mmaction - INFO - Epoch [67][2560/3757] lr: 1.000e-03, eta: 17:11:56, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8078, loss_cls: 1.7461, loss: 1.7461, grad_norm: 4.5878 2021-01-30 13:43:49,656 - mmaction - INFO - Epoch [67][2580/3757] lr: 1.000e-03, eta: 17:11:44, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7922, loss_cls: 1.7875, loss: 1.7875, grad_norm: 4.5534 2021-01-30 13:43:55,477 - mmaction - INFO - Epoch [67][2600/3757] lr: 1.000e-03, eta: 17:11:32, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7875, loss_cls: 1.7955, loss: 1.7955, grad_norm: 4.4567 2021-01-30 13:44:00,714 - mmaction - INFO - Epoch [67][2620/3757] lr: 1.000e-03, eta: 17:11:20, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8211, loss_cls: 1.6559, loss: 1.6559, grad_norm: 4.4301 2021-01-30 13:44:06,773 - mmaction - INFO - Epoch [67][2640/3757] lr: 1.000e-03, eta: 17:11:08, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8195, loss_cls: 1.6192, loss: 1.6192, grad_norm: 4.4188 2021-01-30 13:44:13,187 - mmaction - INFO - Epoch [67][2660/3757] lr: 1.000e-03, eta: 17:10:56, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7178, loss: 1.7178, grad_norm: 4.5100 2021-01-30 13:44:18,925 - mmaction - INFO - Epoch [67][2680/3757] lr: 1.000e-03, eta: 17:10:44, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8156, loss_cls: 1.7386, loss: 1.7386, grad_norm: 4.5778 2021-01-30 13:44:24,142 - mmaction - INFO - Epoch [67][2700/3757] lr: 1.000e-03, eta: 17:10:32, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7146, loss: 1.7146, grad_norm: 4.4781 2021-01-30 13:44:30,008 - mmaction - INFO - Epoch [67][2720/3757] lr: 1.000e-03, eta: 17:10:20, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6699, loss: 1.6699, grad_norm: 4.3667 2021-01-30 13:44:35,686 - mmaction - INFO - Epoch [67][2740/3757] lr: 1.000e-03, eta: 17:10:08, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8227, loss_cls: 1.6534, loss: 1.6534, grad_norm: 4.4273 2021-01-30 13:44:41,656 - mmaction - INFO - Epoch [67][2760/3757] lr: 1.000e-03, eta: 17:09:56, time: 0.298, data_time: 0.000, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.7750, loss: 1.7750, grad_norm: 4.5950 2021-01-30 13:44:47,398 - mmaction - INFO - Epoch [67][2780/3757] lr: 1.000e-03, eta: 17:09:45, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7904, loss: 1.7904, grad_norm: 4.6632 2021-01-30 13:44:53,130 - mmaction - INFO - Epoch [67][2800/3757] lr: 1.000e-03, eta: 17:09:33, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8164, loss_cls: 1.7063, loss: 1.7063, grad_norm: 4.5674 2021-01-30 13:45:00,034 - mmaction - INFO - Epoch [67][2820/3757] lr: 1.000e-03, eta: 17:09:21, time: 0.345, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8023, loss_cls: 1.7076, loss: 1.7076, grad_norm: 4.5515 2021-01-30 13:45:05,797 - mmaction - INFO - Epoch [67][2840/3757] lr: 1.000e-03, eta: 17:09:09, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6963, loss: 1.6963, grad_norm: 4.4621 2021-01-30 13:45:11,283 - mmaction - INFO - Epoch [67][2860/3757] lr: 1.000e-03, eta: 17:08:57, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8203, loss_cls: 1.6883, loss: 1.6883, grad_norm: 4.5261 2021-01-30 13:45:17,221 - mmaction - INFO - Epoch [67][2880/3757] lr: 1.000e-03, eta: 17:08:45, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.6691, loss: 1.6691, grad_norm: 4.3789 2021-01-30 13:45:23,018 - mmaction - INFO - Epoch [67][2900/3757] lr: 1.000e-03, eta: 17:08:33, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8008, loss_cls: 1.7447, loss: 1.7447, grad_norm: 4.5027 2021-01-30 13:45:28,728 - mmaction - INFO - Epoch [67][2920/3757] lr: 1.000e-03, eta: 17:08:21, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7446, loss: 1.7446, grad_norm: 4.6448 2021-01-30 13:45:34,743 - mmaction - INFO - Epoch [67][2940/3757] lr: 1.000e-03, eta: 17:08:10, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8344, loss_cls: 1.5892, loss: 1.5892, grad_norm: 4.3895 2021-01-30 13:45:40,539 - mmaction - INFO - Epoch [67][2960/3757] lr: 1.000e-03, eta: 17:07:58, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8094, loss_cls: 1.6264, loss: 1.6264, grad_norm: 4.4855 2021-01-30 13:45:46,105 - mmaction - INFO - Epoch [67][2980/3757] lr: 1.000e-03, eta: 17:07:46, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7906, loss_cls: 1.7851, loss: 1.7851, grad_norm: 4.5561 2021-01-30 13:45:52,058 - mmaction - INFO - Epoch [67][3000/3757] lr: 1.000e-03, eta: 17:07:34, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8195, loss_cls: 1.6321, loss: 1.6321, grad_norm: 4.5150 2021-01-30 13:45:58,170 - mmaction - INFO - Epoch [67][3020/3757] lr: 1.000e-03, eta: 17:07:22, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8078, loss_cls: 1.7341, loss: 1.7341, grad_norm: 4.5744 2021-01-30 13:46:03,712 - mmaction - INFO - Epoch [67][3040/3757] lr: 1.000e-03, eta: 17:07:10, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8133, loss_cls: 1.6584, loss: 1.6584, grad_norm: 4.3664 2021-01-30 13:46:08,660 - mmaction - INFO - Epoch [67][3060/3757] lr: 1.000e-03, eta: 17:06:58, time: 0.247, data_time: 0.004, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8039, loss_cls: 1.7247, loss: 1.7247, grad_norm: 4.5573 2021-01-30 13:46:14,497 - mmaction - INFO - Epoch [67][3080/3757] lr: 1.000e-03, eta: 17:06:46, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8109, loss_cls: 1.6894, loss: 1.6894, grad_norm: 4.5193 2021-01-30 13:46:19,746 - mmaction - INFO - Epoch [67][3100/3757] lr: 1.000e-03, eta: 17:06:34, time: 0.262, data_time: 0.005, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8117, loss_cls: 1.6852, loss: 1.6852, grad_norm: 4.5452 2021-01-30 13:46:25,638 - mmaction - INFO - Epoch [67][3120/3757] lr: 1.000e-03, eta: 17:06:22, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7914, loss_cls: 1.8055, loss: 1.8055, grad_norm: 4.5221 2021-01-30 13:46:31,941 - mmaction - INFO - Epoch [67][3140/3757] lr: 1.000e-03, eta: 17:06:10, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7922, loss_cls: 1.7503, loss: 1.7503, grad_norm: 4.5465 2021-01-30 13:46:37,897 - mmaction - INFO - Epoch [67][3160/3757] lr: 1.000e-03, eta: 17:05:58, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7922, loss_cls: 1.7853, loss: 1.7853, grad_norm: 4.6207 2021-01-30 13:46:44,133 - mmaction - INFO - Epoch [67][3180/3757] lr: 1.000e-03, eta: 17:05:47, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8078, loss_cls: 1.7643, loss: 1.7643, grad_norm: 4.5640 2021-01-30 13:46:50,215 - mmaction - INFO - Epoch [67][3200/3757] lr: 1.000e-03, eta: 17:05:35, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.6470, loss: 1.6470, grad_norm: 4.5218 2021-01-30 13:46:56,270 - mmaction - INFO - Epoch [67][3220/3757] lr: 1.000e-03, eta: 17:05:23, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7930, loss_cls: 1.7712, loss: 1.7712, grad_norm: 4.5906 2021-01-30 13:47:01,490 - mmaction - INFO - Epoch [67][3240/3757] lr: 1.000e-03, eta: 17:05:11, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8211, loss_cls: 1.6517, loss: 1.6517, grad_norm: 4.5403 2021-01-30 13:47:07,651 - mmaction - INFO - Epoch [67][3260/3757] lr: 1.000e-03, eta: 17:04:59, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.6528, loss: 1.6528, grad_norm: 4.5442 2021-01-30 13:47:13,164 - mmaction - INFO - Epoch [67][3280/3757] lr: 1.000e-03, eta: 17:04:47, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8234, loss_cls: 1.6086, loss: 1.6086, grad_norm: 4.5166 2021-01-30 13:47:19,040 - mmaction - INFO - Epoch [67][3300/3757] lr: 1.000e-03, eta: 17:04:35, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.5744 2021-01-30 13:47:24,255 - mmaction - INFO - Epoch [67][3320/3757] lr: 1.000e-03, eta: 17:04:23, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7961, loss_cls: 1.7966, loss: 1.7966, grad_norm: 4.6260 2021-01-30 13:47:30,949 - mmaction - INFO - Epoch [67][3340/3757] lr: 1.000e-03, eta: 17:04:12, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6666, loss: 1.6666, grad_norm: 4.5777 2021-01-30 13:47:36,425 - mmaction - INFO - Epoch [67][3360/3757] lr: 1.000e-03, eta: 17:03:59, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8086, loss_cls: 1.7146, loss: 1.7146, grad_norm: 4.4419 2021-01-30 13:47:42,484 - mmaction - INFO - Epoch [67][3380/3757] lr: 1.000e-03, eta: 17:03:48, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.7295, loss: 1.7295, grad_norm: 4.4214 2021-01-30 13:47:48,041 - mmaction - INFO - Epoch [67][3400/3757] lr: 1.000e-03, eta: 17:03:36, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8187, loss_cls: 1.6896, loss: 1.6896, grad_norm: 4.4716 2021-01-30 13:47:54,340 - mmaction - INFO - Epoch [67][3420/3757] lr: 1.000e-03, eta: 17:03:24, time: 0.315, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8078, loss_cls: 1.6440, loss: 1.6440, grad_norm: 4.5541 2021-01-30 13:48:00,710 - mmaction - INFO - Epoch [67][3440/3757] lr: 1.000e-03, eta: 17:03:12, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.7969, loss_cls: 1.7537, loss: 1.7537, grad_norm: 4.5318 2021-01-30 13:48:06,122 - mmaction - INFO - Epoch [67][3460/3757] lr: 1.000e-03, eta: 17:03:00, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7969, loss_cls: 1.7564, loss: 1.7564, grad_norm: 4.5642 2021-01-30 13:48:11,951 - mmaction - INFO - Epoch [67][3480/3757] lr: 1.000e-03, eta: 17:02:48, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7453, loss: 1.7453, grad_norm: 4.6192 2021-01-30 13:48:17,494 - mmaction - INFO - Epoch [67][3500/3757] lr: 1.000e-03, eta: 17:02:36, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8187, loss_cls: 1.6302, loss: 1.6302, grad_norm: 4.3944 2021-01-30 13:48:23,085 - mmaction - INFO - Epoch [67][3520/3757] lr: 1.000e-03, eta: 17:02:24, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8156, loss_cls: 1.6939, loss: 1.6939, grad_norm: 4.4776 2021-01-30 13:48:28,376 - mmaction - INFO - Epoch [67][3540/3757] lr: 1.000e-03, eta: 17:02:12, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8008, loss_cls: 1.7869, loss: 1.7869, grad_norm: 4.5628 2021-01-30 13:48:34,039 - mmaction - INFO - Epoch [67][3560/3757] lr: 1.000e-03, eta: 17:02:00, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8353, loss: 1.8353, grad_norm: 4.7197 2021-01-30 13:48:39,649 - mmaction - INFO - Epoch [67][3580/3757] lr: 1.000e-03, eta: 17:01:48, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.7971, loss: 1.7971, grad_norm: 4.4944 2021-01-30 13:48:45,926 - mmaction - INFO - Epoch [67][3600/3757] lr: 1.000e-03, eta: 17:01:37, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8047, loss_cls: 1.7646, loss: 1.7646, grad_norm: 4.5849 2021-01-30 13:48:51,502 - mmaction - INFO - Epoch [67][3620/3757] lr: 1.000e-03, eta: 17:01:25, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8070, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.4658 2021-01-30 13:48:57,206 - mmaction - INFO - Epoch [67][3640/3757] lr: 1.000e-03, eta: 17:01:13, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.6436, loss: 1.6436, grad_norm: 4.3649 2021-01-30 13:49:03,526 - mmaction - INFO - Epoch [67][3660/3757] lr: 1.000e-03, eta: 17:01:01, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7953, loss_cls: 1.7788, loss: 1.7788, grad_norm: 4.7159 2021-01-30 13:49:09,098 - mmaction - INFO - Epoch [67][3680/3757] lr: 1.000e-03, eta: 17:00:49, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8078, loss_cls: 1.6835, loss: 1.6835, grad_norm: 4.5116 2021-01-30 13:49:14,651 - mmaction - INFO - Epoch [67][3700/3757] lr: 1.000e-03, eta: 17:00:37, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8047, loss_cls: 1.6813, loss: 1.6813, grad_norm: 4.5227 2021-01-30 13:49:20,377 - mmaction - INFO - Epoch [67][3720/3757] lr: 1.000e-03, eta: 17:00:25, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8258, loss_cls: 1.6097, loss: 1.6097, grad_norm: 4.4304 2021-01-30 13:49:26,174 - mmaction - INFO - Epoch [67][3740/3757] lr: 1.000e-03, eta: 17:00:13, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8148, loss_cls: 1.6541, loss: 1.6541, grad_norm: 4.5571 2021-01-30 13:49:46,995 - mmaction - INFO - Saving checkpoint at 67 epochs 2021-01-30 14:01:51,664 - mmaction - INFO - Epoch [68][20/3757] lr: 1.000e-03, eta: 17:05:43, time: 36.202, data_time: 35.710, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7961, loss_cls: 1.7898, loss: 1.7898, grad_norm: 4.5150 2021-01-30 14:01:55,940 - mmaction - INFO - Epoch [68][40/3757] lr: 1.000e-03, eta: 17:05:30, time: 0.235, data_time: 0.025, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7961, loss_cls: 1.7137, loss: 1.7137, grad_norm: 4.5288 2021-01-30 14:02:00,165 - mmaction - INFO - Epoch [68][60/3757] lr: 1.000e-03, eta: 17:05:17, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8031, loss_cls: 1.7180, loss: 1.7180, grad_norm: 4.5188 2021-01-30 14:02:04,352 - mmaction - INFO - Epoch [68][80/3757] lr: 1.000e-03, eta: 17:05:05, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8078, loss_cls: 1.7186, loss: 1.7186, grad_norm: 4.5591 2021-01-30 14:02:08,530 - mmaction - INFO - Epoch [68][100/3757] lr: 1.000e-03, eta: 17:04:52, time: 0.210, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8195, loss_cls: 1.6171, loss: 1.6171, grad_norm: 4.4045 2021-01-30 14:02:12,647 - mmaction - INFO - Epoch [68][120/3757] lr: 1.000e-03, eta: 17:04:39, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.6781, loss: 1.6781, grad_norm: 4.6280 2021-01-30 14:02:16,890 - mmaction - INFO - Epoch [68][140/3757] lr: 1.000e-03, eta: 17:04:26, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.7303, loss: 1.7303, grad_norm: 4.6863 2021-01-30 14:02:21,060 - mmaction - INFO - Epoch [68][160/3757] lr: 1.000e-03, eta: 17:04:14, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.6183, loss: 1.6183, grad_norm: 4.4140 2021-01-30 14:02:25,234 - mmaction - INFO - Epoch [68][180/3757] lr: 1.000e-03, eta: 17:04:01, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7937, loss_cls: 1.7426, loss: 1.7426, grad_norm: 4.6312 2021-01-30 14:02:29,375 - mmaction - INFO - Epoch [68][200/3757] lr: 1.000e-03, eta: 17:03:48, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.7010, loss: 1.7010, grad_norm: 4.6103 2021-01-30 14:02:33,555 - mmaction - INFO - Epoch [68][220/3757] lr: 1.000e-03, eta: 17:03:35, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8148, loss_cls: 1.6954, loss: 1.6954, grad_norm: 4.5136 2021-01-30 14:02:37,747 - mmaction - INFO - Epoch [68][240/3757] lr: 1.000e-03, eta: 17:03:23, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.7048, loss: 1.7048, grad_norm: 4.5771 2021-01-30 14:02:41,939 - mmaction - INFO - Epoch [68][260/3757] lr: 1.000e-03, eta: 17:03:10, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8109, loss_cls: 1.6956, loss: 1.6956, grad_norm: 4.4911 2021-01-30 14:02:46,207 - mmaction - INFO - Epoch [68][280/3757] lr: 1.000e-03, eta: 17:02:57, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8016, loss_cls: 1.7548, loss: 1.7548, grad_norm: 4.4821 2021-01-30 14:02:50,374 - mmaction - INFO - Epoch [68][300/3757] lr: 1.000e-03, eta: 17:02:44, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8109, loss_cls: 1.6103, loss: 1.6103, grad_norm: 4.3492 2021-01-30 14:02:54,779 - mmaction - INFO - Epoch [68][320/3757] lr: 1.000e-03, eta: 17:02:32, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6800, loss: 1.6800, grad_norm: 4.5342 2021-01-30 14:02:59,099 - mmaction - INFO - Epoch [68][340/3757] lr: 1.000e-03, eta: 17:02:19, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8227, loss_cls: 1.6910, loss: 1.6910, grad_norm: 4.5505 2021-01-30 14:03:03,266 - mmaction - INFO - Epoch [68][360/3757] lr: 1.000e-03, eta: 17:02:06, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8125, loss_cls: 1.7014, loss: 1.7014, grad_norm: 4.5511 2021-01-30 14:03:07,734 - mmaction - INFO - Epoch [68][380/3757] lr: 1.000e-03, eta: 17:01:54, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8086, loss_cls: 1.6726, loss: 1.6726, grad_norm: 4.5174 2021-01-30 14:03:12,036 - mmaction - INFO - Epoch [68][400/3757] lr: 1.000e-03, eta: 17:01:41, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6234, loss: 1.6234, grad_norm: 4.4273 2021-01-30 14:03:16,345 - mmaction - INFO - Epoch [68][420/3757] lr: 1.000e-03, eta: 17:01:28, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8047, loss_cls: 1.7574, loss: 1.7574, grad_norm: 4.6987 2021-01-30 14:03:20,734 - mmaction - INFO - Epoch [68][440/3757] lr: 1.000e-03, eta: 17:01:16, time: 0.219, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.7855, loss: 1.7855, grad_norm: 4.6952 2021-01-30 14:03:25,200 - mmaction - INFO - Epoch [68][460/3757] lr: 1.000e-03, eta: 17:01:03, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8055, loss_cls: 1.6789, loss: 1.6789, grad_norm: 4.4744 2021-01-30 14:03:29,656 - mmaction - INFO - Epoch [68][480/3757] lr: 1.000e-03, eta: 17:00:51, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6539, loss: 1.6539, grad_norm: 4.4951 2021-01-30 14:03:34,090 - mmaction - INFO - Epoch [68][500/3757] lr: 1.000e-03, eta: 17:00:38, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8031, loss_cls: 1.6764, loss: 1.6764, grad_norm: 4.5767 2021-01-30 14:03:38,615 - mmaction - INFO - Epoch [68][520/3757] lr: 1.000e-03, eta: 17:00:25, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8094, loss_cls: 1.7213, loss: 1.7213, grad_norm: 4.5937 2021-01-30 14:03:43,166 - mmaction - INFO - Epoch [68][540/3757] lr: 1.000e-03, eta: 17:00:13, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8016, loss_cls: 1.7048, loss: 1.7048, grad_norm: 4.5069 2021-01-30 14:03:47,989 - mmaction - INFO - Epoch [68][560/3757] lr: 1.000e-03, eta: 17:00:00, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.7458, loss: 1.7458, grad_norm: 4.6393 2021-01-30 14:03:52,932 - mmaction - INFO - Epoch [68][580/3757] lr: 1.000e-03, eta: 16:59:48, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8133, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.5137 2021-01-30 14:03:57,650 - mmaction - INFO - Epoch [68][600/3757] lr: 1.000e-03, eta: 16:59:36, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.7260, loss: 1.7260, grad_norm: 4.5968 2021-01-30 14:04:02,612 - mmaction - INFO - Epoch [68][620/3757] lr: 1.000e-03, eta: 16:59:23, time: 0.248, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8008, loss_cls: 1.7660, loss: 1.7660, grad_norm: 4.5893 2021-01-30 14:04:07,176 - mmaction - INFO - Epoch [68][640/3757] lr: 1.000e-03, eta: 16:59:11, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.6853, loss: 1.6853, grad_norm: 4.5179 2021-01-30 14:04:11,711 - mmaction - INFO - Epoch [68][660/3757] lr: 1.000e-03, eta: 16:58:58, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8164, loss_cls: 1.7133, loss: 1.7133, grad_norm: 4.5962 2021-01-30 14:04:17,770 - mmaction - INFO - Epoch [68][680/3757] lr: 1.000e-03, eta: 16:58:46, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8055, loss_cls: 1.6916, loss: 1.6916, grad_norm: 4.5552 2021-01-30 14:04:22,568 - mmaction - INFO - Epoch [68][700/3757] lr: 1.000e-03, eta: 16:58:34, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8078, loss_cls: 1.6609, loss: 1.6609, grad_norm: 4.5594 2021-01-30 14:04:27,328 - mmaction - INFO - Epoch [68][720/3757] lr: 1.000e-03, eta: 16:58:22, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8234, loss_cls: 1.6329, loss: 1.6329, grad_norm: 4.4004 2021-01-30 14:04:32,942 - mmaction - INFO - Epoch [68][740/3757] lr: 1.000e-03, eta: 16:58:10, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.6721, loss: 1.6721, grad_norm: 4.5768 2021-01-30 14:04:37,663 - mmaction - INFO - Epoch [68][760/3757] lr: 1.000e-03, eta: 16:57:57, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.5799, loss: 1.5799, grad_norm: 4.4641 2021-01-30 14:04:42,652 - mmaction - INFO - Epoch [68][780/3757] lr: 1.000e-03, eta: 16:57:45, time: 0.250, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.6990, loss: 1.6990, grad_norm: 4.6409 2021-01-30 14:04:47,699 - mmaction - INFO - Epoch [68][800/3757] lr: 1.000e-03, eta: 16:57:33, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8047, loss_cls: 1.7438, loss: 1.7438, grad_norm: 4.5231 2021-01-30 14:04:53,214 - mmaction - INFO - Epoch [68][820/3757] lr: 1.000e-03, eta: 16:57:20, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8086, loss_cls: 1.7425, loss: 1.7425, grad_norm: 4.5560 2021-01-30 14:04:58,230 - mmaction - INFO - Epoch [68][840/3757] lr: 1.000e-03, eta: 16:57:08, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8172, loss_cls: 1.5992, loss: 1.5992, grad_norm: 4.3963 2021-01-30 14:05:03,842 - mmaction - INFO - Epoch [68][860/3757] lr: 1.000e-03, eta: 16:56:56, time: 0.282, data_time: 0.004, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8047, loss_cls: 1.8025, loss: 1.8025, grad_norm: 4.5292 2021-01-30 14:05:09,212 - mmaction - INFO - Epoch [68][880/3757] lr: 1.000e-03, eta: 16:56:44, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8078, loss_cls: 1.6774, loss: 1.6774, grad_norm: 4.3907 2021-01-30 14:05:15,004 - mmaction - INFO - Epoch [68][900/3757] lr: 1.000e-03, eta: 16:56:32, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8164, loss_cls: 1.6841, loss: 1.6841, grad_norm: 4.4932 2021-01-30 14:05:21,126 - mmaction - INFO - Epoch [68][920/3757] lr: 1.000e-03, eta: 16:56:20, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8305, loss_cls: 1.5932, loss: 1.5932, grad_norm: 4.5076 2021-01-30 14:05:26,489 - mmaction - INFO - Epoch [68][940/3757] lr: 1.000e-03, eta: 16:56:08, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.5682 2021-01-30 14:05:31,978 - mmaction - INFO - Epoch [68][960/3757] lr: 1.000e-03, eta: 16:55:56, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8172, loss_cls: 1.6985, loss: 1.6985, grad_norm: 4.4528 2021-01-30 14:05:37,122 - mmaction - INFO - Epoch [68][980/3757] lr: 1.000e-03, eta: 16:55:44, time: 0.256, data_time: 0.003, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.6356, loss: 1.6356, grad_norm: 4.4508 2021-01-30 14:05:42,854 - mmaction - INFO - Epoch [68][1000/3757] lr: 1.000e-03, eta: 16:55:32, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8078, loss_cls: 1.6539, loss: 1.6539, grad_norm: 4.5744 2021-01-30 14:05:48,141 - mmaction - INFO - Epoch [68][1020/3757] lr: 1.000e-03, eta: 16:55:20, time: 0.265, data_time: 0.005, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7836, loss_cls: 1.7767, loss: 1.7767, grad_norm: 4.6188 2021-01-30 14:05:53,688 - mmaction - INFO - Epoch [68][1040/3757] lr: 1.000e-03, eta: 16:55:08, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8211, loss_cls: 1.6202, loss: 1.6202, grad_norm: 4.4743 2021-01-30 14:05:59,523 - mmaction - INFO - Epoch [68][1060/3757] lr: 1.000e-03, eta: 16:54:56, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8055, loss_cls: 1.7879, loss: 1.7879, grad_norm: 4.6736 2021-01-30 14:06:04,928 - mmaction - INFO - Epoch [68][1080/3757] lr: 1.000e-03, eta: 16:54:44, time: 0.269, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6505, loss: 1.6505, grad_norm: 4.5493 2021-01-30 14:06:10,020 - mmaction - INFO - Epoch [68][1100/3757] lr: 1.000e-03, eta: 16:54:32, time: 0.255, data_time: 0.005, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8055, loss_cls: 1.7354, loss: 1.7354, grad_norm: 4.6781 2021-01-30 14:06:15,867 - mmaction - INFO - Epoch [68][1120/3757] lr: 1.000e-03, eta: 16:54:20, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8125, loss_cls: 1.6801, loss: 1.6801, grad_norm: 4.4933 2021-01-30 14:06:21,157 - mmaction - INFO - Epoch [68][1140/3757] lr: 1.000e-03, eta: 16:54:08, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8039, loss_cls: 1.7258, loss: 1.7258, grad_norm: 4.6291 2021-01-30 14:06:27,106 - mmaction - INFO - Epoch [68][1160/3757] lr: 1.000e-03, eta: 16:53:56, time: 0.298, data_time: 0.005, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8203, loss_cls: 1.6566, loss: 1.6566, grad_norm: 4.5817 2021-01-30 14:06:32,955 - mmaction - INFO - Epoch [68][1180/3757] lr: 1.000e-03, eta: 16:53:44, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.6609, loss: 1.6609, grad_norm: 4.5499 2021-01-30 14:06:39,033 - mmaction - INFO - Epoch [68][1200/3757] lr: 1.000e-03, eta: 16:53:32, time: 0.304, data_time: 0.005, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7506, loss: 1.7506, grad_norm: 4.5046 2021-01-30 14:06:45,145 - mmaction - INFO - Epoch [68][1220/3757] lr: 1.000e-03, eta: 16:53:20, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.5534, loss: 1.5534, grad_norm: 4.3486 2021-01-30 14:06:51,558 - mmaction - INFO - Epoch [68][1240/3757] lr: 1.000e-03, eta: 16:53:09, time: 0.321, data_time: 0.004, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8023, loss_cls: 1.7758, loss: 1.7758, grad_norm: 4.5910 2021-01-30 14:06:57,512 - mmaction - INFO - Epoch [68][1260/3757] lr: 1.000e-03, eta: 16:52:57, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8281, loss_cls: 1.6278, loss: 1.6278, grad_norm: 4.4312 2021-01-30 14:07:03,124 - mmaction - INFO - Epoch [68][1280/3757] lr: 1.000e-03, eta: 16:52:45, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8133, loss_cls: 1.6526, loss: 1.6526, grad_norm: 4.4868 2021-01-30 14:07:08,657 - mmaction - INFO - Epoch [68][1300/3757] lr: 1.000e-03, eta: 16:52:33, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7288, loss: 1.7288, grad_norm: 4.5412 2021-01-30 14:07:14,393 - mmaction - INFO - Epoch [68][1320/3757] lr: 1.000e-03, eta: 16:52:21, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7820, loss_cls: 1.8367, loss: 1.8367, grad_norm: 4.7619 2021-01-30 14:07:19,862 - mmaction - INFO - Epoch [68][1340/3757] lr: 1.000e-03, eta: 16:52:09, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.6220, loss: 1.6220, grad_norm: 4.3843 2021-01-30 14:07:25,455 - mmaction - INFO - Epoch [68][1360/3757] lr: 1.000e-03, eta: 16:51:57, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.5961, top5_acc: 0.7992, loss_cls: 1.6997, loss: 1.6997, grad_norm: 4.6273 2021-01-30 14:07:31,847 - mmaction - INFO - Epoch [68][1380/3757] lr: 1.000e-03, eta: 16:51:45, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8164, loss_cls: 1.6675, loss: 1.6675, grad_norm: 4.6129 2021-01-30 14:07:37,384 - mmaction - INFO - Epoch [68][1400/3757] lr: 1.000e-03, eta: 16:51:33, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8070, loss_cls: 1.7221, loss: 1.7221, grad_norm: 4.5669 2021-01-30 14:07:42,428 - mmaction - INFO - Epoch [68][1420/3757] lr: 1.000e-03, eta: 16:51:21, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7937, loss_cls: 1.7128, loss: 1.7128, grad_norm: 4.4941 2021-01-30 14:07:48,198 - mmaction - INFO - Epoch [68][1440/3757] lr: 1.000e-03, eta: 16:51:09, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8273, loss_cls: 1.6405, loss: 1.6405, grad_norm: 4.4708 2021-01-30 14:07:53,472 - mmaction - INFO - Epoch [68][1460/3757] lr: 1.000e-03, eta: 16:50:57, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.6061, loss: 1.6061, grad_norm: 4.5304 2021-01-30 14:07:59,792 - mmaction - INFO - Epoch [68][1480/3757] lr: 1.000e-03, eta: 16:50:45, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.7175, loss: 1.7175, grad_norm: 4.6423 2021-01-30 14:08:05,735 - mmaction - INFO - Epoch [68][1500/3757] lr: 1.000e-03, eta: 16:50:34, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8078, loss_cls: 1.7102, loss: 1.7102, grad_norm: 4.5913 2021-01-30 14:08:11,094 - mmaction - INFO - Epoch [68][1520/3757] lr: 1.000e-03, eta: 16:50:21, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8133, loss_cls: 1.6944, loss: 1.6944, grad_norm: 4.5270 2021-01-30 14:08:16,443 - mmaction - INFO - Epoch [68][1540/3757] lr: 1.000e-03, eta: 16:50:09, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7977, loss_cls: 1.7432, loss: 1.7432, grad_norm: 4.5159 2021-01-30 14:08:22,268 - mmaction - INFO - Epoch [68][1560/3757] lr: 1.000e-03, eta: 16:49:57, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8023, loss_cls: 1.6592, loss: 1.6592, grad_norm: 4.3756 2021-01-30 14:08:28,053 - mmaction - INFO - Epoch [68][1580/3757] lr: 1.000e-03, eta: 16:49:46, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7914, loss_cls: 1.7965, loss: 1.7965, grad_norm: 4.6448 2021-01-30 14:08:33,681 - mmaction - INFO - Epoch [68][1600/3757] lr: 1.000e-03, eta: 16:49:34, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5947, loss: 1.5947, grad_norm: 4.5469 2021-01-30 14:08:39,245 - mmaction - INFO - Epoch [68][1620/3757] lr: 1.000e-03, eta: 16:49:22, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7914, loss_cls: 1.7657, loss: 1.7657, grad_norm: 4.6828 2021-01-30 14:08:44,882 - mmaction - INFO - Epoch [68][1640/3757] lr: 1.000e-03, eta: 16:49:10, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7867, loss_cls: 1.8039, loss: 1.8039, grad_norm: 4.5817 2021-01-30 14:08:51,225 - mmaction - INFO - Epoch [68][1660/3757] lr: 1.000e-03, eta: 16:48:58, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8117, loss_cls: 1.7693, loss: 1.7693, grad_norm: 4.5517 2021-01-30 14:08:57,428 - mmaction - INFO - Epoch [68][1680/3757] lr: 1.000e-03, eta: 16:48:46, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8164, loss_cls: 1.6689, loss: 1.6689, grad_norm: 4.4193 2021-01-30 14:09:03,516 - mmaction - INFO - Epoch [68][1700/3757] lr: 1.000e-03, eta: 16:48:35, time: 0.305, data_time: 0.004, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8109, loss_cls: 1.6631, loss: 1.6631, grad_norm: 4.4866 2021-01-30 14:09:09,484 - mmaction - INFO - Epoch [68][1720/3757] lr: 1.000e-03, eta: 16:48:23, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5594, top5_acc: 0.8109, loss_cls: 1.7113, loss: 1.7113, grad_norm: 4.5934 2021-01-30 14:09:14,755 - mmaction - INFO - Epoch [68][1740/3757] lr: 1.000e-03, eta: 16:48:11, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8258, loss_cls: 1.6611, loss: 1.6611, grad_norm: 4.5494 2021-01-30 14:09:20,083 - mmaction - INFO - Epoch [68][1760/3757] lr: 1.000e-03, eta: 16:47:59, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8039, loss_cls: 1.7634, loss: 1.7634, grad_norm: 4.6448 2021-01-30 14:09:25,977 - mmaction - INFO - Epoch [68][1780/3757] lr: 1.000e-03, eta: 16:47:47, time: 0.295, data_time: 0.004, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8117, loss_cls: 1.7050, loss: 1.7050, grad_norm: 4.5107 2021-01-30 14:09:31,480 - mmaction - INFO - Epoch [68][1800/3757] lr: 1.000e-03, eta: 16:47:35, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8203, loss_cls: 1.6227, loss: 1.6227, grad_norm: 4.3016 2021-01-30 14:09:36,933 - mmaction - INFO - Epoch [68][1820/3757] lr: 1.000e-03, eta: 16:47:23, time: 0.272, data_time: 0.004, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7898, loss_cls: 1.8631, loss: 1.8631, grad_norm: 4.6591 2021-01-30 14:09:42,612 - mmaction - INFO - Epoch [68][1840/3757] lr: 1.000e-03, eta: 16:47:11, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8031, loss_cls: 1.7466, loss: 1.7466, grad_norm: 4.6040 2021-01-30 14:09:48,339 - mmaction - INFO - Epoch [68][1860/3757] lr: 1.000e-03, eta: 16:46:59, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.6756, loss: 1.6756, grad_norm: 4.6245 2021-01-30 14:09:53,713 - mmaction - INFO - Epoch [68][1880/3757] lr: 1.000e-03, eta: 16:46:47, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.7867, loss: 1.7867, grad_norm: 4.6860 2021-01-30 14:09:59,376 - mmaction - INFO - Epoch [68][1900/3757] lr: 1.000e-03, eta: 16:46:35, time: 0.283, data_time: 0.004, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8258, loss_cls: 1.6156, loss: 1.6156, grad_norm: 4.3673 2021-01-30 14:10:05,197 - mmaction - INFO - Epoch [68][1920/3757] lr: 1.000e-03, eta: 16:46:23, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8102, loss_cls: 1.6511, loss: 1.6511, grad_norm: 4.4352 2021-01-30 14:10:10,733 - mmaction - INFO - Epoch [68][1940/3757] lr: 1.000e-03, eta: 16:46:11, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8133, loss_cls: 1.6356, loss: 1.6356, grad_norm: 4.5357 2021-01-30 14:10:16,212 - mmaction - INFO - Epoch [68][1960/3757] lr: 1.000e-03, eta: 16:45:59, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8289, loss_cls: 1.6109, loss: 1.6109, grad_norm: 4.5138 2021-01-30 14:10:22,780 - mmaction - INFO - Epoch [68][1980/3757] lr: 1.000e-03, eta: 16:45:48, time: 0.329, data_time: 0.005, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8000, loss_cls: 1.7110, loss: 1.7110, grad_norm: 4.5777 2021-01-30 14:10:28,879 - mmaction - INFO - Epoch [68][2000/3757] lr: 1.000e-03, eta: 16:45:36, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8133, loss_cls: 1.7134, loss: 1.7134, grad_norm: 4.6192 2021-01-30 14:10:34,798 - mmaction - INFO - Epoch [68][2020/3757] lr: 1.000e-03, eta: 16:45:24, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7964, loss: 1.7964, grad_norm: 4.6469 2021-01-30 14:10:40,978 - mmaction - INFO - Epoch [68][2040/3757] lr: 1.000e-03, eta: 16:45:12, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8141, loss_cls: 1.6985, loss: 1.6985, grad_norm: 4.5568 2021-01-30 14:10:46,755 - mmaction - INFO - Epoch [68][2060/3757] lr: 1.000e-03, eta: 16:45:01, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8266, loss_cls: 1.6114, loss: 1.6114, grad_norm: 4.4247 2021-01-30 14:10:52,323 - mmaction - INFO - Epoch [68][2080/3757] lr: 1.000e-03, eta: 16:44:49, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8078, loss_cls: 1.7044, loss: 1.7044, grad_norm: 4.5246 2021-01-30 14:10:58,472 - mmaction - INFO - Epoch [68][2100/3757] lr: 1.000e-03, eta: 16:44:37, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8109, loss_cls: 1.6554, loss: 1.6554, grad_norm: 4.4808 2021-01-30 14:11:04,524 - mmaction - INFO - Epoch [68][2120/3757] lr: 1.000e-03, eta: 16:44:25, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7906, loss_cls: 1.8093, loss: 1.8093, grad_norm: 4.8381 2021-01-30 14:11:10,544 - mmaction - INFO - Epoch [68][2140/3757] lr: 1.000e-03, eta: 16:44:13, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8133, loss_cls: 1.7339, loss: 1.7339, grad_norm: 4.6420 2021-01-30 14:11:15,804 - mmaction - INFO - Epoch [68][2160/3757] lr: 1.000e-03, eta: 16:44:01, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8078, loss_cls: 1.7417, loss: 1.7417, grad_norm: 4.6764 2021-01-30 14:11:21,103 - mmaction - INFO - Epoch [68][2180/3757] lr: 1.000e-03, eta: 16:43:49, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7977, loss_cls: 1.7561, loss: 1.7561, grad_norm: 4.6331 2021-01-30 14:11:26,876 - mmaction - INFO - Epoch [68][2200/3757] lr: 1.000e-03, eta: 16:43:37, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8234, loss_cls: 1.6291, loss: 1.6291, grad_norm: 4.5000 2021-01-30 14:11:32,513 - mmaction - INFO - Epoch [68][2220/3757] lr: 1.000e-03, eta: 16:43:25, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6767, loss: 1.6767, grad_norm: 4.5818 2021-01-30 14:11:38,642 - mmaction - INFO - Epoch [68][2240/3757] lr: 1.000e-03, eta: 16:43:14, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.7906, loss_cls: 1.7362, loss: 1.7362, grad_norm: 4.6048 2021-01-30 14:11:44,591 - mmaction - INFO - Epoch [68][2260/3757] lr: 1.000e-03, eta: 16:43:02, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7376, loss: 1.7376, grad_norm: 4.5529 2021-01-30 14:11:50,228 - mmaction - INFO - Epoch [68][2280/3757] lr: 1.000e-03, eta: 16:42:50, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7930, loss_cls: 1.7860, loss: 1.7860, grad_norm: 4.6802 2021-01-30 14:11:55,922 - mmaction - INFO - Epoch [68][2300/3757] lr: 1.000e-03, eta: 16:42:38, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7154, loss: 1.7154, grad_norm: 4.6573 2021-01-30 14:12:01,249 - mmaction - INFO - Epoch [68][2320/3757] lr: 1.000e-03, eta: 16:42:26, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6665, loss: 1.6665, grad_norm: 4.4797 2021-01-30 14:12:07,225 - mmaction - INFO - Epoch [68][2340/3757] lr: 1.000e-03, eta: 16:42:14, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5523, top5_acc: 0.7883, loss_cls: 1.8622, loss: 1.8622, grad_norm: 4.7266 2021-01-30 14:12:12,415 - mmaction - INFO - Epoch [68][2360/3757] lr: 1.000e-03, eta: 16:42:02, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8078, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.6592 2021-01-30 14:12:18,501 - mmaction - INFO - Epoch [68][2380/3757] lr: 1.000e-03, eta: 16:41:50, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8148, loss_cls: 1.7235, loss: 1.7235, grad_norm: 4.5782 2021-01-30 14:12:24,621 - mmaction - INFO - Epoch [68][2400/3757] lr: 1.000e-03, eta: 16:41:39, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8023, loss_cls: 1.7142, loss: 1.7142, grad_norm: 4.4412 2021-01-30 14:12:30,212 - mmaction - INFO - Epoch [68][2420/3757] lr: 1.000e-03, eta: 16:41:27, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8133, loss_cls: 1.7200, loss: 1.7200, grad_norm: 4.5735 2021-01-30 14:12:35,641 - mmaction - INFO - Epoch [68][2440/3757] lr: 1.000e-03, eta: 16:41:15, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8047, loss_cls: 1.6515, loss: 1.6515, grad_norm: 4.4535 2021-01-30 14:12:41,602 - mmaction - INFO - Epoch [68][2460/3757] lr: 1.000e-03, eta: 16:41:03, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8008, loss_cls: 1.7217, loss: 1.7217, grad_norm: 4.5235 2021-01-30 14:12:47,153 - mmaction - INFO - Epoch [68][2480/3757] lr: 1.000e-03, eta: 16:40:51, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8195, loss_cls: 1.6869, loss: 1.6869, grad_norm: 4.5149 2021-01-30 14:12:53,583 - mmaction - INFO - Epoch [68][2500/3757] lr: 1.000e-03, eta: 16:40:39, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.7671, loss: 1.7671, grad_norm: 4.5162 2021-01-30 14:12:59,065 - mmaction - INFO - Epoch [68][2520/3757] lr: 1.000e-03, eta: 16:40:28, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.4711 2021-01-30 14:13:04,599 - mmaction - INFO - Epoch [68][2540/3757] lr: 1.000e-03, eta: 16:40:16, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7852, loss_cls: 1.7854, loss: 1.7854, grad_norm: 4.6402 2021-01-30 14:13:10,129 - mmaction - INFO - Epoch [68][2560/3757] lr: 1.000e-03, eta: 16:40:04, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7214, loss: 1.7214, grad_norm: 4.5376 2021-01-30 14:13:15,917 - mmaction - INFO - Epoch [68][2580/3757] lr: 1.000e-03, eta: 16:39:52, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8094, loss_cls: 1.6620, loss: 1.6620, grad_norm: 4.5179 2021-01-30 14:13:21,930 - mmaction - INFO - Epoch [68][2600/3757] lr: 1.000e-03, eta: 16:39:40, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7969, loss_cls: 1.6962, loss: 1.6962, grad_norm: 4.5011 2021-01-30 14:13:27,968 - mmaction - INFO - Epoch [68][2620/3757] lr: 1.000e-03, eta: 16:39:28, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7399, loss: 1.7399, grad_norm: 4.4975 2021-01-30 14:13:34,189 - mmaction - INFO - Epoch [68][2640/3757] lr: 1.000e-03, eta: 16:39:17, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8102, loss_cls: 1.7433, loss: 1.7433, grad_norm: 4.5939 2021-01-30 14:13:39,981 - mmaction - INFO - Epoch [68][2660/3757] lr: 1.000e-03, eta: 16:39:05, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7961, loss_cls: 1.7230, loss: 1.7230, grad_norm: 4.5331 2021-01-30 14:13:45,039 - mmaction - INFO - Epoch [68][2680/3757] lr: 1.000e-03, eta: 16:38:53, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8016, loss_cls: 1.7729, loss: 1.7729, grad_norm: 4.6606 2021-01-30 14:13:50,959 - mmaction - INFO - Epoch [68][2700/3757] lr: 1.000e-03, eta: 16:38:41, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8227, loss_cls: 1.5903, loss: 1.5903, grad_norm: 4.3921 2021-01-30 14:13:56,448 - mmaction - INFO - Epoch [68][2720/3757] lr: 1.000e-03, eta: 16:38:29, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8164, loss_cls: 1.6823, loss: 1.6823, grad_norm: 4.5870 2021-01-30 14:14:02,212 - mmaction - INFO - Epoch [68][2740/3757] lr: 1.000e-03, eta: 16:38:17, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.6797, loss: 1.6797, grad_norm: 4.6073 2021-01-30 14:14:07,754 - mmaction - INFO - Epoch [68][2760/3757] lr: 1.000e-03, eta: 16:38:05, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8023, loss_cls: 1.7457, loss: 1.7457, grad_norm: 4.6773 2021-01-30 14:14:13,652 - mmaction - INFO - Epoch [68][2780/3757] lr: 1.000e-03, eta: 16:37:53, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8078, loss_cls: 1.6970, loss: 1.6970, grad_norm: 4.6463 2021-01-30 14:14:20,254 - mmaction - INFO - Epoch [68][2800/3757] lr: 1.000e-03, eta: 16:37:42, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8078, loss_cls: 1.6765, loss: 1.6765, grad_norm: 4.4281 2021-01-30 14:14:25,839 - mmaction - INFO - Epoch [68][2820/3757] lr: 1.000e-03, eta: 16:37:30, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7914, loss_cls: 1.8100, loss: 1.8100, grad_norm: 4.5498 2021-01-30 14:14:30,845 - mmaction - INFO - Epoch [68][2840/3757] lr: 1.000e-03, eta: 16:37:18, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8109, loss_cls: 1.7135, loss: 1.7135, grad_norm: 4.4348 2021-01-30 14:14:36,505 - mmaction - INFO - Epoch [68][2860/3757] lr: 1.000e-03, eta: 16:37:06, time: 0.283, data_time: 0.004, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8055, loss_cls: 1.6971, loss: 1.6971, grad_norm: 4.4853 2021-01-30 14:14:42,323 - mmaction - INFO - Epoch [68][2880/3757] lr: 1.000e-03, eta: 16:36:54, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8234, loss_cls: 1.6498, loss: 1.6498, grad_norm: 4.4063 2021-01-30 14:14:47,918 - mmaction - INFO - Epoch [68][2900/3757] lr: 1.000e-03, eta: 16:36:42, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8086, loss_cls: 1.6509, loss: 1.6509, grad_norm: 4.4822 2021-01-30 14:14:53,669 - mmaction - INFO - Epoch [68][2920/3757] lr: 1.000e-03, eta: 16:36:30, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8250, loss_cls: 1.6468, loss: 1.6468, grad_norm: 4.5292 2021-01-30 14:14:59,257 - mmaction - INFO - Epoch [68][2940/3757] lr: 1.000e-03, eta: 16:36:18, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8047, loss_cls: 1.7090, loss: 1.7090, grad_norm: 4.6013 2021-01-30 14:15:04,997 - mmaction - INFO - Epoch [68][2960/3757] lr: 1.000e-03, eta: 16:36:07, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7270, loss: 1.7270, grad_norm: 4.6767 2021-01-30 14:15:11,994 - mmaction - INFO - Epoch [68][2980/3757] lr: 1.000e-03, eta: 16:35:55, time: 0.350, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.5907, loss: 1.5907, grad_norm: 4.3997 2021-01-30 14:15:17,434 - mmaction - INFO - Epoch [68][3000/3757] lr: 1.000e-03, eta: 16:35:43, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6603, loss: 1.6603, grad_norm: 4.5853 2021-01-30 14:15:22,929 - mmaction - INFO - Epoch [68][3020/3757] lr: 1.000e-03, eta: 16:35:31, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8227, loss_cls: 1.6436, loss: 1.6436, grad_norm: 4.5149 2021-01-30 14:15:29,493 - mmaction - INFO - Epoch [68][3040/3757] lr: 1.000e-03, eta: 16:35:20, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8023, loss_cls: 1.7814, loss: 1.7814, grad_norm: 4.6286 2021-01-30 14:15:34,670 - mmaction - INFO - Epoch [68][3060/3757] lr: 1.000e-03, eta: 16:35:08, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7961, loss_cls: 1.7788, loss: 1.7788, grad_norm: 4.6186 2021-01-30 14:15:40,721 - mmaction - INFO - Epoch [68][3080/3757] lr: 1.000e-03, eta: 16:34:56, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7992, loss_cls: 1.7606, loss: 1.7606, grad_norm: 4.5329 2021-01-30 14:15:46,438 - mmaction - INFO - Epoch [68][3100/3757] lr: 1.000e-03, eta: 16:34:44, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.6484, loss: 1.6484, grad_norm: 4.5240 2021-01-30 14:15:51,967 - mmaction - INFO - Epoch [68][3120/3757] lr: 1.000e-03, eta: 16:34:32, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8227, loss_cls: 1.6342, loss: 1.6342, grad_norm: 4.5438 2021-01-30 14:15:57,903 - mmaction - INFO - Epoch [68][3140/3757] lr: 1.000e-03, eta: 16:34:21, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8039, loss_cls: 1.7599, loss: 1.7599, grad_norm: 4.7253 2021-01-30 14:16:03,587 - mmaction - INFO - Epoch [68][3160/3757] lr: 1.000e-03, eta: 16:34:09, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6418, loss: 1.6418, grad_norm: 4.4428 2021-01-30 14:16:09,091 - mmaction - INFO - Epoch [68][3180/3757] lr: 1.000e-03, eta: 16:33:57, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8148, loss_cls: 1.6607, loss: 1.6607, grad_norm: 4.4204 2021-01-30 14:16:14,856 - mmaction - INFO - Epoch [68][3200/3757] lr: 1.000e-03, eta: 16:33:45, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8219, loss_cls: 1.6380, loss: 1.6380, grad_norm: 4.5396 2021-01-30 14:16:20,823 - mmaction - INFO - Epoch [68][3220/3757] lr: 1.000e-03, eta: 16:33:33, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.7425, loss: 1.7425, grad_norm: 4.5605 2021-01-30 14:16:26,130 - mmaction - INFO - Epoch [68][3240/3757] lr: 1.000e-03, eta: 16:33:21, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8109, loss_cls: 1.7240, loss: 1.7240, grad_norm: 4.7137 2021-01-30 14:16:32,047 - mmaction - INFO - Epoch [68][3260/3757] lr: 1.000e-03, eta: 16:33:09, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8102, loss_cls: 1.6940, loss: 1.6940, grad_norm: 4.6624 2021-01-30 14:16:37,605 - mmaction - INFO - Epoch [68][3280/3757] lr: 1.000e-03, eta: 16:32:58, time: 0.278, data_time: 0.004, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.8081, loss: 1.8081, grad_norm: 4.6724 2021-01-30 14:16:43,203 - mmaction - INFO - Epoch [68][3300/3757] lr: 1.000e-03, eta: 16:32:46, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7640, loss: 1.7640, grad_norm: 4.4948 2021-01-30 14:16:48,832 - mmaction - INFO - Epoch [68][3320/3757] lr: 1.000e-03, eta: 16:32:34, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8172, loss_cls: 1.7091, loss: 1.7091, grad_norm: 4.5327 2021-01-30 14:16:54,628 - mmaction - INFO - Epoch [68][3340/3757] lr: 1.000e-03, eta: 16:32:22, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.6882, loss: 1.6882, grad_norm: 4.5756 2021-01-30 14:17:01,061 - mmaction - INFO - Epoch [68][3360/3757] lr: 1.000e-03, eta: 16:32:10, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8000, loss_cls: 1.7302, loss: 1.7302, grad_norm: 4.5390 2021-01-30 14:17:06,270 - mmaction - INFO - Epoch [68][3380/3757] lr: 1.000e-03, eta: 16:31:58, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.6665, loss: 1.6665, grad_norm: 4.5827 2021-01-30 14:17:12,943 - mmaction - INFO - Epoch [68][3400/3757] lr: 1.000e-03, eta: 16:31:47, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8141, loss_cls: 1.6591, loss: 1.6591, grad_norm: 4.5500 2021-01-30 14:17:19,282 - mmaction - INFO - Epoch [68][3420/3757] lr: 1.000e-03, eta: 16:31:35, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8008, loss_cls: 1.7099, loss: 1.7099, grad_norm: 4.4447 2021-01-30 14:17:25,376 - mmaction - INFO - Epoch [68][3440/3757] lr: 1.000e-03, eta: 16:31:24, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.7110, loss: 1.7110, grad_norm: 4.5126 2021-01-30 14:17:30,818 - mmaction - INFO - Epoch [68][3460/3757] lr: 1.000e-03, eta: 16:31:12, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8211, loss_cls: 1.6386, loss: 1.6386, grad_norm: 4.5710 2021-01-30 14:17:36,489 - mmaction - INFO - Epoch [68][3480/3757] lr: 1.000e-03, eta: 16:31:00, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8109, loss_cls: 1.6671, loss: 1.6671, grad_norm: 4.4953 2021-01-30 14:17:42,694 - mmaction - INFO - Epoch [68][3500/3757] lr: 1.000e-03, eta: 16:30:48, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8094, loss_cls: 1.7030, loss: 1.7030, grad_norm: 4.5781 2021-01-30 14:17:48,456 - mmaction - INFO - Epoch [68][3520/3757] lr: 1.000e-03, eta: 16:30:37, time: 0.287, data_time: 0.004, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8211, loss_cls: 1.6768, loss: 1.6768, grad_norm: 4.6539 2021-01-30 14:17:54,252 - mmaction - INFO - Epoch [68][3540/3757] lr: 1.000e-03, eta: 16:30:25, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8117, loss_cls: 1.6676, loss: 1.6676, grad_norm: 4.5587 2021-01-30 14:18:00,171 - mmaction - INFO - Epoch [68][3560/3757] lr: 1.000e-03, eta: 16:30:13, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8047, loss_cls: 1.6855, loss: 1.6855, grad_norm: 4.4795 2021-01-30 14:18:05,722 - mmaction - INFO - Epoch [68][3580/3757] lr: 1.000e-03, eta: 16:30:01, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.6925, loss: 1.6925, grad_norm: 4.6368 2021-01-30 14:18:12,050 - mmaction - INFO - Epoch [68][3600/3757] lr: 1.000e-03, eta: 16:29:50, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8180, loss_cls: 1.6976, loss: 1.6976, grad_norm: 4.6108 2021-01-30 14:18:17,862 - mmaction - INFO - Epoch [68][3620/3757] lr: 1.000e-03, eta: 16:29:38, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8055, loss_cls: 1.6913, loss: 1.6913, grad_norm: 4.5301 2021-01-30 14:18:23,868 - mmaction - INFO - Epoch [68][3640/3757] lr: 1.000e-03, eta: 16:29:26, time: 0.300, data_time: 0.004, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8125, loss_cls: 1.6813, loss: 1.6813, grad_norm: 4.5228 2021-01-30 14:18:30,026 - mmaction - INFO - Epoch [68][3660/3757] lr: 1.000e-03, eta: 16:29:15, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8102, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.5947 2021-01-30 14:18:35,929 - mmaction - INFO - Epoch [68][3680/3757] lr: 1.000e-03, eta: 16:29:03, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8133, loss_cls: 1.7234, loss: 1.7234, grad_norm: 4.5760 2021-01-30 14:18:42,284 - mmaction - INFO - Epoch [68][3700/3757] lr: 1.000e-03, eta: 16:28:51, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8141, loss_cls: 1.7152, loss: 1.7152, grad_norm: 4.5057 2021-01-30 14:18:48,385 - mmaction - INFO - Epoch [68][3720/3757] lr: 1.000e-03, eta: 16:28:40, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8102, loss_cls: 1.6666, loss: 1.6666, grad_norm: 4.4635 2021-01-30 14:18:54,018 - mmaction - INFO - Epoch [68][3740/3757] lr: 1.000e-03, eta: 16:28:28, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7977, loss_cls: 1.7492, loss: 1.7492, grad_norm: 4.6026 2021-01-30 14:19:15,333 - mmaction - INFO - Saving checkpoint at 68 epochs 2021-01-30 14:32:23,014 - mmaction - INFO - Epoch [69][20/3757] lr: 1.000e-03, eta: 16:34:11, time: 39.357, data_time: 38.815, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8289, loss_cls: 1.6038, loss: 1.6038, grad_norm: 4.4990 2021-01-30 14:32:27,213 - mmaction - INFO - Epoch [69][40/3757] lr: 1.000e-03, eta: 16:33:59, time: 0.222, data_time: 0.015, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8008, loss_cls: 1.7031, loss: 1.7031, grad_norm: 4.5646 2021-01-30 14:32:31,345 - mmaction - INFO - Epoch [69][60/3757] lr: 1.000e-03, eta: 16:33:46, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7844, loss_cls: 1.8100, loss: 1.8100, grad_norm: 4.5540 2021-01-30 14:32:35,586 - mmaction - INFO - Epoch [69][80/3757] lr: 1.000e-03, eta: 16:33:34, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.6606, loss: 1.6606, grad_norm: 4.3883 2021-01-30 14:32:39,764 - mmaction - INFO - Epoch [69][100/3757] lr: 1.000e-03, eta: 16:33:21, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7953, loss_cls: 1.7731, loss: 1.7731, grad_norm: 4.6718 2021-01-30 14:32:43,976 - mmaction - INFO - Epoch [69][120/3757] lr: 1.000e-03, eta: 16:33:08, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6639, loss: 1.6639, grad_norm: 4.4334 2021-01-30 14:32:48,223 - mmaction - INFO - Epoch [69][140/3757] lr: 1.000e-03, eta: 16:32:56, time: 0.212, data_time: 0.003, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7883, loss_cls: 1.8178, loss: 1.8178, grad_norm: 4.6480 2021-01-30 14:32:52,449 - mmaction - INFO - Epoch [69][160/3757] lr: 1.000e-03, eta: 16:32:43, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8047, loss_cls: 1.6695, loss: 1.6695, grad_norm: 4.4597 2021-01-30 14:32:56,680 - mmaction - INFO - Epoch [69][180/3757] lr: 1.000e-03, eta: 16:32:31, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8078, loss_cls: 1.7110, loss: 1.7110, grad_norm: 4.4503 2021-01-30 14:33:00,913 - mmaction - INFO - Epoch [69][200/3757] lr: 1.000e-03, eta: 16:32:18, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8195, loss_cls: 1.6651, loss: 1.6651, grad_norm: 4.6478 2021-01-30 14:33:05,091 - mmaction - INFO - Epoch [69][220/3757] lr: 1.000e-03, eta: 16:32:05, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7875, loss_cls: 1.8485, loss: 1.8485, grad_norm: 4.7147 2021-01-30 14:33:09,408 - mmaction - INFO - Epoch [69][240/3757] lr: 1.000e-03, eta: 16:31:53, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8234, loss_cls: 1.6913, loss: 1.6913, grad_norm: 4.5950 2021-01-30 14:33:13,574 - mmaction - INFO - Epoch [69][260/3757] lr: 1.000e-03, eta: 16:31:40, time: 0.208, data_time: 0.000, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8281, loss_cls: 1.5945, loss: 1.5945, grad_norm: 4.4160 2021-01-30 14:33:17,965 - mmaction - INFO - Epoch [69][280/3757] lr: 1.000e-03, eta: 16:31:28, time: 0.219, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.6738, loss: 1.6738, grad_norm: 4.4939 2021-01-30 14:33:22,140 - mmaction - INFO - Epoch [69][300/3757] lr: 1.000e-03, eta: 16:31:15, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8164, loss_cls: 1.6519, loss: 1.6519, grad_norm: 4.5873 2021-01-30 14:33:26,626 - mmaction - INFO - Epoch [69][320/3757] lr: 1.000e-03, eta: 16:31:03, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8055, loss_cls: 1.7274, loss: 1.7274, grad_norm: 4.6122 2021-01-30 14:33:30,847 - mmaction - INFO - Epoch [69][340/3757] lr: 1.000e-03, eta: 16:30:50, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8250, loss_cls: 1.6186, loss: 1.6186, grad_norm: 4.5099 2021-01-30 14:33:35,027 - mmaction - INFO - Epoch [69][360/3757] lr: 1.000e-03, eta: 16:30:37, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.6996, loss: 1.6996, grad_norm: 4.6825 2021-01-30 14:33:39,378 - mmaction - INFO - Epoch [69][380/3757] lr: 1.000e-03, eta: 16:30:25, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8070, loss_cls: 1.6857, loss: 1.6857, grad_norm: 4.5791 2021-01-30 14:33:43,730 - mmaction - INFO - Epoch [69][400/3757] lr: 1.000e-03, eta: 16:30:12, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.6583, loss: 1.6583, grad_norm: 4.6505 2021-01-30 14:33:48,137 - mmaction - INFO - Epoch [69][420/3757] lr: 1.000e-03, eta: 16:30:00, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8313, loss_cls: 1.6102, loss: 1.6102, grad_norm: 4.5472 2021-01-30 14:33:52,490 - mmaction - INFO - Epoch [69][440/3757] lr: 1.000e-03, eta: 16:29:47, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8359, loss_cls: 1.6144, loss: 1.6144, grad_norm: 4.4470 2021-01-30 14:33:57,209 - mmaction - INFO - Epoch [69][460/3757] lr: 1.000e-03, eta: 16:29:35, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7930, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.6427 2021-01-30 14:34:01,679 - mmaction - INFO - Epoch [69][480/3757] lr: 1.000e-03, eta: 16:29:23, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.6518, loss: 1.6518, grad_norm: 4.5595 2021-01-30 14:34:06,541 - mmaction - INFO - Epoch [69][500/3757] lr: 1.000e-03, eta: 16:29:10, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7496, loss: 1.7496, grad_norm: 4.6239 2021-01-30 14:34:11,046 - mmaction - INFO - Epoch [69][520/3757] lr: 1.000e-03, eta: 16:28:58, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7914, loss_cls: 1.7255, loss: 1.7255, grad_norm: 4.4470 2021-01-30 14:34:16,103 - mmaction - INFO - Epoch [69][540/3757] lr: 1.000e-03, eta: 16:28:46, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8094, loss_cls: 1.7511, loss: 1.7511, grad_norm: 4.5653 2021-01-30 14:34:20,722 - mmaction - INFO - Epoch [69][560/3757] lr: 1.000e-03, eta: 16:28:33, time: 0.232, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8328, loss_cls: 1.5874, loss: 1.5874, grad_norm: 4.3541 2021-01-30 14:34:25,475 - mmaction - INFO - Epoch [69][580/3757] lr: 1.000e-03, eta: 16:28:21, time: 0.238, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8297, loss_cls: 1.5900, loss: 1.5900, grad_norm: 4.4686 2021-01-30 14:34:29,921 - mmaction - INFO - Epoch [69][600/3757] lr: 1.000e-03, eta: 16:28:08, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8180, loss_cls: 1.6008, loss: 1.6008, grad_norm: 4.5301 2021-01-30 14:34:35,196 - mmaction - INFO - Epoch [69][620/3757] lr: 1.000e-03, eta: 16:27:56, time: 0.263, data_time: 0.004, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8023, loss_cls: 1.7129, loss: 1.7129, grad_norm: 4.6553 2021-01-30 14:34:40,893 - mmaction - INFO - Epoch [69][640/3757] lr: 1.000e-03, eta: 16:27:44, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8055, loss_cls: 1.7121, loss: 1.7121, grad_norm: 4.6326 2021-01-30 14:34:46,332 - mmaction - INFO - Epoch [69][660/3757] lr: 1.000e-03, eta: 16:27:32, time: 0.274, data_time: 0.005, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8164, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.4778 2021-01-30 14:34:50,811 - mmaction - INFO - Epoch [69][680/3757] lr: 1.000e-03, eta: 16:27:20, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8203, loss_cls: 1.7179, loss: 1.7179, grad_norm: 4.6137 2021-01-30 14:34:55,914 - mmaction - INFO - Epoch [69][700/3757] lr: 1.000e-03, eta: 16:27:08, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.7028, loss: 1.7028, grad_norm: 4.4996 2021-01-30 14:35:01,285 - mmaction - INFO - Epoch [69][720/3757] lr: 1.000e-03, eta: 16:26:56, time: 0.268, data_time: 0.004, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7984, loss_cls: 1.7948, loss: 1.7948, grad_norm: 4.6126 2021-01-30 14:35:06,840 - mmaction - INFO - Epoch [69][740/3757] lr: 1.000e-03, eta: 16:26:44, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8133, loss_cls: 1.6606, loss: 1.6606, grad_norm: 4.6170 2021-01-30 14:35:11,541 - mmaction - INFO - Epoch [69][760/3757] lr: 1.000e-03, eta: 16:26:32, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.6760, loss: 1.6760, grad_norm: 4.4701 2021-01-30 14:35:17,199 - mmaction - INFO - Epoch [69][780/3757] lr: 1.000e-03, eta: 16:26:20, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8023, loss_cls: 1.6642, loss: 1.6642, grad_norm: 4.5802 2021-01-30 14:35:22,227 - mmaction - INFO - Epoch [69][800/3757] lr: 1.000e-03, eta: 16:26:07, time: 0.252, data_time: 0.004, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8070, loss_cls: 1.6598, loss: 1.6598, grad_norm: 4.5791 2021-01-30 14:35:28,294 - mmaction - INFO - Epoch [69][820/3757] lr: 1.000e-03, eta: 16:25:56, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8203, loss_cls: 1.7191, loss: 1.7191, grad_norm: 4.6148 2021-01-30 14:35:33,688 - mmaction - INFO - Epoch [69][840/3757] lr: 1.000e-03, eta: 16:25:44, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8242, loss_cls: 1.6051, loss: 1.6051, grad_norm: 4.4559 2021-01-30 14:35:38,388 - mmaction - INFO - Epoch [69][860/3757] lr: 1.000e-03, eta: 16:25:31, time: 0.235, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8063, loss_cls: 1.6843, loss: 1.6843, grad_norm: 4.4671 2021-01-30 14:35:44,238 - mmaction - INFO - Epoch [69][880/3757] lr: 1.000e-03, eta: 16:25:20, time: 0.292, data_time: 0.005, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8141, loss_cls: 1.6797, loss: 1.6797, grad_norm: 4.6136 2021-01-30 14:35:49,045 - mmaction - INFO - Epoch [69][900/3757] lr: 1.000e-03, eta: 16:25:07, time: 0.241, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8008, loss_cls: 1.6876, loss: 1.6876, grad_norm: 4.5343 2021-01-30 14:35:54,856 - mmaction - INFO - Epoch [69][920/3757] lr: 1.000e-03, eta: 16:24:56, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6676, loss: 1.6676, grad_norm: 4.4821 2021-01-30 14:36:00,709 - mmaction - INFO - Epoch [69][940/3757] lr: 1.000e-03, eta: 16:24:44, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8133, loss_cls: 1.6269, loss: 1.6269, grad_norm: 4.4791 2021-01-30 14:36:06,076 - mmaction - INFO - Epoch [69][960/3757] lr: 1.000e-03, eta: 16:24:32, time: 0.270, data_time: 0.005, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8203, loss_cls: 1.7101, loss: 1.7101, grad_norm: 4.7040 2021-01-30 14:36:11,350 - mmaction - INFO - Epoch [69][980/3757] lr: 1.000e-03, eta: 16:24:20, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8086, loss_cls: 1.7487, loss: 1.7487, grad_norm: 4.6933 2021-01-30 14:36:16,797 - mmaction - INFO - Epoch [69][1000/3757] lr: 1.000e-03, eta: 16:24:08, time: 0.272, data_time: 0.004, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.6959, loss: 1.6959, grad_norm: 4.5440 2021-01-30 14:36:22,121 - mmaction - INFO - Epoch [69][1020/3757] lr: 1.000e-03, eta: 16:23:56, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8031, loss_cls: 1.7227, loss: 1.7227, grad_norm: 4.5913 2021-01-30 14:36:27,516 - mmaction - INFO - Epoch [69][1040/3757] lr: 1.000e-03, eta: 16:23:44, time: 0.269, data_time: 0.005, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8008, loss_cls: 1.7865, loss: 1.7865, grad_norm: 4.7058 2021-01-30 14:36:32,870 - mmaction - INFO - Epoch [69][1060/3757] lr: 1.000e-03, eta: 16:23:32, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7914, loss_cls: 1.7904, loss: 1.7904, grad_norm: 4.4907 2021-01-30 14:36:38,379 - mmaction - INFO - Epoch [69][1080/3757] lr: 1.000e-03, eta: 16:23:20, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.7323, loss: 1.7323, grad_norm: 4.5773 2021-01-30 14:36:44,073 - mmaction - INFO - Epoch [69][1100/3757] lr: 1.000e-03, eta: 16:23:08, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8070, loss_cls: 1.7131, loss: 1.7131, grad_norm: 4.4608 2021-01-30 14:36:50,010 - mmaction - INFO - Epoch [69][1120/3757] lr: 1.000e-03, eta: 16:22:56, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8125, loss_cls: 1.7083, loss: 1.7083, grad_norm: 4.5497 2021-01-30 14:36:56,311 - mmaction - INFO - Epoch [69][1140/3757] lr: 1.000e-03, eta: 16:22:45, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.6181, loss: 1.6181, grad_norm: 4.4549 2021-01-30 14:37:01,722 - mmaction - INFO - Epoch [69][1160/3757] lr: 1.000e-03, eta: 16:22:33, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.6976, loss: 1.6976, grad_norm: 4.4836 2021-01-30 14:37:07,419 - mmaction - INFO - Epoch [69][1180/3757] lr: 1.000e-03, eta: 16:22:21, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6283, loss: 1.6283, grad_norm: 4.3312 2021-01-30 14:37:13,508 - mmaction - INFO - Epoch [69][1200/3757] lr: 1.000e-03, eta: 16:22:09, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7875, loss_cls: 1.7986, loss: 1.7986, grad_norm: 4.5412 2021-01-30 14:37:18,953 - mmaction - INFO - Epoch [69][1220/3757] lr: 1.000e-03, eta: 16:21:57, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.7268, loss: 1.7268, grad_norm: 4.4298 2021-01-30 14:37:25,270 - mmaction - INFO - Epoch [69][1240/3757] lr: 1.000e-03, eta: 16:21:45, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8039, loss_cls: 1.7042, loss: 1.7042, grad_norm: 4.5888 2021-01-30 14:37:30,056 - mmaction - INFO - Epoch [69][1260/3757] lr: 1.000e-03, eta: 16:21:33, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8219, loss_cls: 1.6086, loss: 1.6086, grad_norm: 4.4599 2021-01-30 14:37:36,437 - mmaction - INFO - Epoch [69][1280/3757] lr: 1.000e-03, eta: 16:21:22, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8039, loss_cls: 1.7201, loss: 1.7201, grad_norm: 4.6764 2021-01-30 14:37:42,773 - mmaction - INFO - Epoch [69][1300/3757] lr: 1.000e-03, eta: 16:21:10, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8227, loss_cls: 1.6523, loss: 1.6523, grad_norm: 4.4899 2021-01-30 14:37:48,520 - mmaction - INFO - Epoch [69][1320/3757] lr: 1.000e-03, eta: 16:20:58, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7953, loss_cls: 1.7668, loss: 1.7668, grad_norm: 4.5721 2021-01-30 14:37:54,001 - mmaction - INFO - Epoch [69][1340/3757] lr: 1.000e-03, eta: 16:20:46, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8156, loss_cls: 1.6993, loss: 1.6993, grad_norm: 4.5669 2021-01-30 14:37:59,591 - mmaction - INFO - Epoch [69][1360/3757] lr: 1.000e-03, eta: 16:20:34, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5563, top5_acc: 0.7891, loss_cls: 1.8500, loss: 1.8500, grad_norm: 4.8236 2021-01-30 14:38:04,585 - mmaction - INFO - Epoch [69][1380/3757] lr: 1.000e-03, eta: 16:20:22, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.8008, loss_cls: 1.8326, loss: 1.8326, grad_norm: 4.6224 2021-01-30 14:38:10,688 - mmaction - INFO - Epoch [69][1400/3757] lr: 1.000e-03, eta: 16:20:11, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7922, loss_cls: 1.7624, loss: 1.7624, grad_norm: 4.5676 2021-01-30 14:38:16,935 - mmaction - INFO - Epoch [69][1420/3757] lr: 1.000e-03, eta: 16:19:59, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8078, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.4294 2021-01-30 14:38:22,399 - mmaction - INFO - Epoch [69][1440/3757] lr: 1.000e-03, eta: 16:19:47, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8070, loss_cls: 1.6958, loss: 1.6958, grad_norm: 4.4961 2021-01-30 14:38:28,148 - mmaction - INFO - Epoch [69][1460/3757] lr: 1.000e-03, eta: 16:19:35, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7953, loss_cls: 1.7434, loss: 1.7434, grad_norm: 4.5750 2021-01-30 14:38:33,714 - mmaction - INFO - Epoch [69][1480/3757] lr: 1.000e-03, eta: 16:19:23, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8008, loss_cls: 1.7172, loss: 1.7172, grad_norm: 4.5959 2021-01-30 14:38:39,592 - mmaction - INFO - Epoch [69][1500/3757] lr: 1.000e-03, eta: 16:19:12, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8102, loss_cls: 1.7484, loss: 1.7484, grad_norm: 4.5297 2021-01-30 14:38:45,484 - mmaction - INFO - Epoch [69][1520/3757] lr: 1.000e-03, eta: 16:19:00, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8086, loss_cls: 1.7168, loss: 1.7168, grad_norm: 4.5465 2021-01-30 14:38:50,721 - mmaction - INFO - Epoch [69][1540/3757] lr: 1.000e-03, eta: 16:18:48, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.7992, loss_cls: 1.7139, loss: 1.7139, grad_norm: 4.5599 2021-01-30 14:38:56,877 - mmaction - INFO - Epoch [69][1560/3757] lr: 1.000e-03, eta: 16:18:36, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8070, loss_cls: 1.7155, loss: 1.7155, grad_norm: 4.5836 2021-01-30 14:39:02,388 - mmaction - INFO - Epoch [69][1580/3757] lr: 1.000e-03, eta: 16:18:24, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7069, loss: 1.7069, grad_norm: 4.5192 2021-01-30 14:39:08,397 - mmaction - INFO - Epoch [69][1600/3757] lr: 1.000e-03, eta: 16:18:13, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8234, loss_cls: 1.6815, loss: 1.6815, grad_norm: 4.5285 2021-01-30 14:39:14,104 - mmaction - INFO - Epoch [69][1620/3757] lr: 1.000e-03, eta: 16:18:01, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8039, loss_cls: 1.7492, loss: 1.7492, grad_norm: 4.6424 2021-01-30 14:39:20,037 - mmaction - INFO - Epoch [69][1640/3757] lr: 1.000e-03, eta: 16:17:49, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8016, loss_cls: 1.7629, loss: 1.7629, grad_norm: 4.6729 2021-01-30 14:39:25,821 - mmaction - INFO - Epoch [69][1660/3757] lr: 1.000e-03, eta: 16:17:37, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.6598, loss: 1.6598, grad_norm: 4.4792 2021-01-30 14:39:31,678 - mmaction - INFO - Epoch [69][1680/3757] lr: 1.000e-03, eta: 16:17:26, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7306, loss: 1.7306, grad_norm: 4.5226 2021-01-30 14:39:37,540 - mmaction - INFO - Epoch [69][1700/3757] lr: 1.000e-03, eta: 16:17:14, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7961, loss_cls: 1.7687, loss: 1.7687, grad_norm: 4.6416 2021-01-30 14:39:43,582 - mmaction - INFO - Epoch [69][1720/3757] lr: 1.000e-03, eta: 16:17:02, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.7523 2021-01-30 14:39:48,593 - mmaction - INFO - Epoch [69][1740/3757] lr: 1.000e-03, eta: 16:16:50, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8289, loss_cls: 1.6316, loss: 1.6316, grad_norm: 4.5726 2021-01-30 14:39:54,264 - mmaction - INFO - Epoch [69][1760/3757] lr: 1.000e-03, eta: 16:16:38, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8039, loss_cls: 1.7578, loss: 1.7578, grad_norm: 4.6586 2021-01-30 14:39:59,749 - mmaction - INFO - Epoch [69][1780/3757] lr: 1.000e-03, eta: 16:16:26, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8344, loss_cls: 1.5520, loss: 1.5520, grad_norm: 4.4854 2021-01-30 14:40:06,036 - mmaction - INFO - Epoch [69][1800/3757] lr: 1.000e-03, eta: 16:16:15, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8266, loss_cls: 1.6385, loss: 1.6385, grad_norm: 4.6039 2021-01-30 14:40:11,676 - mmaction - INFO - Epoch [69][1820/3757] lr: 1.000e-03, eta: 16:16:03, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.6910, loss: 1.6910, grad_norm: 4.6677 2021-01-30 14:40:17,303 - mmaction - INFO - Epoch [69][1840/3757] lr: 1.000e-03, eta: 16:15:51, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8156, loss_cls: 1.6663, loss: 1.6663, grad_norm: 4.5550 2021-01-30 14:40:22,866 - mmaction - INFO - Epoch [69][1860/3757] lr: 1.000e-03, eta: 16:15:39, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6427, loss: 1.6427, grad_norm: 4.4139 2021-01-30 14:40:28,951 - mmaction - INFO - Epoch [69][1880/3757] lr: 1.000e-03, eta: 16:15:27, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7565, loss: 1.7565, grad_norm: 4.5976 2021-01-30 14:40:34,794 - mmaction - INFO - Epoch [69][1900/3757] lr: 1.000e-03, eta: 16:15:16, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8148, loss_cls: 1.6002, loss: 1.6002, grad_norm: 4.5674 2021-01-30 14:40:40,572 - mmaction - INFO - Epoch [69][1920/3757] lr: 1.000e-03, eta: 16:15:04, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7914, loss_cls: 1.7620, loss: 1.7620, grad_norm: 4.7405 2021-01-30 14:40:45,826 - mmaction - INFO - Epoch [69][1940/3757] lr: 1.000e-03, eta: 16:14:52, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8242, loss_cls: 1.6092, loss: 1.6092, grad_norm: 4.5315 2021-01-30 14:40:51,430 - mmaction - INFO - Epoch [69][1960/3757] lr: 1.000e-03, eta: 16:14:40, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.6840, loss: 1.6840, grad_norm: 4.5883 2021-01-30 14:40:57,072 - mmaction - INFO - Epoch [69][1980/3757] lr: 1.000e-03, eta: 16:14:28, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7898, loss_cls: 1.7982, loss: 1.7982, grad_norm: 4.5889 2021-01-30 14:41:02,847 - mmaction - INFO - Epoch [69][2000/3757] lr: 1.000e-03, eta: 16:14:16, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.5603, loss: 1.5603, grad_norm: 4.3270 2021-01-30 14:41:09,017 - mmaction - INFO - Epoch [69][2020/3757] lr: 1.000e-03, eta: 16:14:05, time: 0.309, data_time: 0.004, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8133, loss_cls: 1.7217, loss: 1.7217, grad_norm: 4.6650 2021-01-30 14:41:14,361 - mmaction - INFO - Epoch [69][2040/3757] lr: 1.000e-03, eta: 16:13:53, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7969, loss_cls: 1.7196, loss: 1.7196, grad_norm: 4.6547 2021-01-30 14:41:21,036 - mmaction - INFO - Epoch [69][2060/3757] lr: 1.000e-03, eta: 16:13:41, time: 0.333, data_time: 0.003, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7977, loss_cls: 1.8217, loss: 1.8217, grad_norm: 4.7236 2021-01-30 14:41:26,387 - mmaction - INFO - Epoch [69][2080/3757] lr: 1.000e-03, eta: 16:13:29, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.7410, loss: 1.7410, grad_norm: 4.5147 2021-01-30 14:41:32,099 - mmaction - INFO - Epoch [69][2100/3757] lr: 1.000e-03, eta: 16:13:18, time: 0.285, data_time: 0.005, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.7271, loss: 1.7271, grad_norm: 4.5100 2021-01-30 14:41:37,803 - mmaction - INFO - Epoch [69][2120/3757] lr: 1.000e-03, eta: 16:13:06, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7315, loss: 1.7315, grad_norm: 4.5765 2021-01-30 14:41:43,376 - mmaction - INFO - Epoch [69][2140/3757] lr: 1.000e-03, eta: 16:12:54, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8141, loss_cls: 1.6646, loss: 1.6646, grad_norm: 4.4642 2021-01-30 14:41:49,734 - mmaction - INFO - Epoch [69][2160/3757] lr: 1.000e-03, eta: 16:12:42, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8164, loss_cls: 1.6939, loss: 1.6939, grad_norm: 4.5686 2021-01-30 14:41:55,433 - mmaction - INFO - Epoch [69][2180/3757] lr: 1.000e-03, eta: 16:12:31, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8148, loss_cls: 1.6810, loss: 1.6810, grad_norm: 4.5638 2021-01-30 14:42:01,186 - mmaction - INFO - Epoch [69][2200/3757] lr: 1.000e-03, eta: 16:12:19, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7559, loss: 1.7559, grad_norm: 4.6280 2021-01-30 14:42:06,829 - mmaction - INFO - Epoch [69][2220/3757] lr: 1.000e-03, eta: 16:12:07, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8250, loss_cls: 1.5841, loss: 1.5841, grad_norm: 4.4357 2021-01-30 14:42:13,013 - mmaction - INFO - Epoch [69][2240/3757] lr: 1.000e-03, eta: 16:11:55, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7953, loss_cls: 1.7601, loss: 1.7601, grad_norm: 4.6301 2021-01-30 14:42:17,982 - mmaction - INFO - Epoch [69][2260/3757] lr: 1.000e-03, eta: 16:11:43, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8078, loss_cls: 1.7102, loss: 1.7102, grad_norm: 4.5059 2021-01-30 14:42:24,347 - mmaction - INFO - Epoch [69][2280/3757] lr: 1.000e-03, eta: 16:11:32, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.7992, loss_cls: 1.7312, loss: 1.7312, grad_norm: 4.5105 2021-01-30 14:42:30,428 - mmaction - INFO - Epoch [69][2300/3757] lr: 1.000e-03, eta: 16:11:20, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8078, loss_cls: 1.6983, loss: 1.6983, grad_norm: 4.5635 2021-01-30 14:42:35,919 - mmaction - INFO - Epoch [69][2320/3757] lr: 1.000e-03, eta: 16:11:08, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7953, loss_cls: 1.7019, loss: 1.7019, grad_norm: 4.5040 2021-01-30 14:42:41,465 - mmaction - INFO - Epoch [69][2340/3757] lr: 1.000e-03, eta: 16:10:56, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.6467, loss: 1.6467, grad_norm: 4.3426 2021-01-30 14:42:47,486 - mmaction - INFO - Epoch [69][2360/3757] lr: 1.000e-03, eta: 16:10:45, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6683, loss: 1.6683, grad_norm: 4.5014 2021-01-30 14:42:53,691 - mmaction - INFO - Epoch [69][2380/3757] lr: 1.000e-03, eta: 16:10:33, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.7984, loss_cls: 1.7172, loss: 1.7172, grad_norm: 4.4269 2021-01-30 14:42:59,093 - mmaction - INFO - Epoch [69][2400/3757] lr: 1.000e-03, eta: 16:10:21, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8094, loss_cls: 1.7210, loss: 1.7210, grad_norm: 4.5654 2021-01-30 14:43:04,427 - mmaction - INFO - Epoch [69][2420/3757] lr: 1.000e-03, eta: 16:10:09, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8148, loss_cls: 1.6906, loss: 1.6906, grad_norm: 4.5274 2021-01-30 14:43:10,998 - mmaction - INFO - Epoch [69][2440/3757] lr: 1.000e-03, eta: 16:09:58, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7961, loss_cls: 1.7504, loss: 1.7504, grad_norm: 4.5578 2021-01-30 14:43:16,545 - mmaction - INFO - Epoch [69][2460/3757] lr: 1.000e-03, eta: 16:09:46, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8055, loss_cls: 1.7277, loss: 1.7277, grad_norm: 4.6103 2021-01-30 14:43:21,944 - mmaction - INFO - Epoch [69][2480/3757] lr: 1.000e-03, eta: 16:09:34, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8070, loss_cls: 1.7683, loss: 1.7683, grad_norm: 4.6761 2021-01-30 14:43:28,045 - mmaction - INFO - Epoch [69][2500/3757] lr: 1.000e-03, eta: 16:09:23, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7867, loss_cls: 1.8013, loss: 1.8013, grad_norm: 4.7179 2021-01-30 14:43:34,569 - mmaction - INFO - Epoch [69][2520/3757] lr: 1.000e-03, eta: 16:09:11, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8211, loss_cls: 1.6859, loss: 1.6859, grad_norm: 4.4745 2021-01-30 14:43:40,515 - mmaction - INFO - Epoch [69][2540/3757] lr: 1.000e-03, eta: 16:08:59, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8023, loss_cls: 1.7859, loss: 1.7859, grad_norm: 4.6510 2021-01-30 14:43:46,029 - mmaction - INFO - Epoch [69][2560/3757] lr: 1.000e-03, eta: 16:08:48, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.7023, loss: 1.7023, grad_norm: 4.6036 2021-01-30 14:43:51,565 - mmaction - INFO - Epoch [69][2580/3757] lr: 1.000e-03, eta: 16:08:36, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.6768, loss: 1.6768, grad_norm: 4.5835 2021-01-30 14:43:57,305 - mmaction - INFO - Epoch [69][2600/3757] lr: 1.000e-03, eta: 16:08:24, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.6884, loss: 1.6884, grad_norm: 4.5484 2021-01-30 14:44:03,572 - mmaction - INFO - Epoch [69][2620/3757] lr: 1.000e-03, eta: 16:08:12, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8016, loss_cls: 1.7334, loss: 1.7334, grad_norm: 4.5645 2021-01-30 14:44:09,548 - mmaction - INFO - Epoch [69][2640/3757] lr: 1.000e-03, eta: 16:08:01, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8172, loss_cls: 1.6673, loss: 1.6673, grad_norm: 4.4234 2021-01-30 14:44:15,168 - mmaction - INFO - Epoch [69][2660/3757] lr: 1.000e-03, eta: 16:07:49, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6852, loss: 1.6852, grad_norm: 4.6099 2021-01-30 14:44:20,935 - mmaction - INFO - Epoch [69][2680/3757] lr: 1.000e-03, eta: 16:07:37, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.8145, loss: 1.8145, grad_norm: 4.8164 2021-01-30 14:44:26,878 - mmaction - INFO - Epoch [69][2700/3757] lr: 1.000e-03, eta: 16:07:26, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8016, loss_cls: 1.7873, loss: 1.7873, grad_norm: 4.6293 2021-01-30 14:44:32,483 - mmaction - INFO - Epoch [69][2720/3757] lr: 1.000e-03, eta: 16:07:14, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8133, loss_cls: 1.7459, loss: 1.7459, grad_norm: 4.6037 2021-01-30 14:44:38,493 - mmaction - INFO - Epoch [69][2740/3757] lr: 1.000e-03, eta: 16:07:02, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7126, loss: 1.7126, grad_norm: 4.5409 2021-01-30 14:44:43,881 - mmaction - INFO - Epoch [69][2760/3757] lr: 1.000e-03, eta: 16:06:50, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8086, loss_cls: 1.7021, loss: 1.7021, grad_norm: 4.5569 2021-01-30 14:44:49,941 - mmaction - INFO - Epoch [69][2780/3757] lr: 1.000e-03, eta: 16:06:39, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8227, loss_cls: 1.6678, loss: 1.6678, grad_norm: 4.6045 2021-01-30 14:44:55,720 - mmaction - INFO - Epoch [69][2800/3757] lr: 1.000e-03, eta: 16:06:27, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.7961, loss_cls: 1.6701, loss: 1.6701, grad_norm: 4.4938 2021-01-30 14:45:01,458 - mmaction - INFO - Epoch [69][2820/3757] lr: 1.000e-03, eta: 16:06:15, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7961, loss_cls: 1.7746, loss: 1.7746, grad_norm: 4.6784 2021-01-30 14:45:07,524 - mmaction - INFO - Epoch [69][2840/3757] lr: 1.000e-03, eta: 16:06:03, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7992, loss_cls: 1.7844, loss: 1.7844, grad_norm: 4.5989 2021-01-30 14:45:13,877 - mmaction - INFO - Epoch [69][2860/3757] lr: 1.000e-03, eta: 16:05:52, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8234, loss_cls: 1.5877, loss: 1.5877, grad_norm: 4.4390 2021-01-30 14:45:19,692 - mmaction - INFO - Epoch [69][2880/3757] lr: 1.000e-03, eta: 16:05:40, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.6734, loss: 1.6734, grad_norm: 4.5038 2021-01-30 14:45:24,999 - mmaction - INFO - Epoch [69][2900/3757] lr: 1.000e-03, eta: 16:05:28, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8023, loss_cls: 1.8006, loss: 1.8006, grad_norm: 4.6300 2021-01-30 14:45:31,030 - mmaction - INFO - Epoch [69][2920/3757] lr: 1.000e-03, eta: 16:05:17, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8234, loss_cls: 1.6804, loss: 1.6804, grad_norm: 4.4209 2021-01-30 14:45:36,563 - mmaction - INFO - Epoch [69][2940/3757] lr: 1.000e-03, eta: 16:05:05, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7914, loss_cls: 1.7804, loss: 1.7804, grad_norm: 4.5835 2021-01-30 14:45:42,620 - mmaction - INFO - Epoch [69][2960/3757] lr: 1.000e-03, eta: 16:04:53, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8195, loss_cls: 1.6915, loss: 1.6915, grad_norm: 4.5461 2021-01-30 14:45:48,229 - mmaction - INFO - Epoch [69][2980/3757] lr: 1.000e-03, eta: 16:04:41, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7977, loss_cls: 1.7626, loss: 1.7626, grad_norm: 4.4628 2021-01-30 14:45:53,669 - mmaction - INFO - Epoch [69][3000/3757] lr: 1.000e-03, eta: 16:04:30, time: 0.271, data_time: 0.000, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6694, loss: 1.6694, grad_norm: 4.4230 2021-01-30 14:45:59,758 - mmaction - INFO - Epoch [69][3020/3757] lr: 1.000e-03, eta: 16:04:18, time: 0.305, data_time: 0.004, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8000, loss_cls: 1.8254, loss: 1.8254, grad_norm: 4.6094 2021-01-30 14:46:05,894 - mmaction - INFO - Epoch [69][3040/3757] lr: 1.000e-03, eta: 16:04:06, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7891, loss_cls: 1.8030, loss: 1.8030, grad_norm: 4.5497 2021-01-30 14:46:11,688 - mmaction - INFO - Epoch [69][3060/3757] lr: 1.000e-03, eta: 16:03:55, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7428, loss: 1.7428, grad_norm: 4.5490 2021-01-30 14:46:17,341 - mmaction - INFO - Epoch [69][3080/3757] lr: 1.000e-03, eta: 16:03:43, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8180, loss_cls: 1.7332, loss: 1.7332, grad_norm: 4.6336 2021-01-30 14:46:23,051 - mmaction - INFO - Epoch [69][3100/3757] lr: 1.000e-03, eta: 16:03:31, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.6820, loss: 1.6820, grad_norm: 4.4566 2021-01-30 14:46:28,324 - mmaction - INFO - Epoch [69][3120/3757] lr: 1.000e-03, eta: 16:03:19, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.7181, loss: 1.7181, grad_norm: 4.5943 2021-01-30 14:46:34,995 - mmaction - INFO - Epoch [69][3140/3757] lr: 1.000e-03, eta: 16:03:08, time: 0.333, data_time: 0.004, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8016, loss_cls: 1.7500, loss: 1.7500, grad_norm: 4.5286 2021-01-30 14:46:41,089 - mmaction - INFO - Epoch [69][3160/3757] lr: 1.000e-03, eta: 16:02:56, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7992, loss_cls: 1.7551, loss: 1.7551, grad_norm: 4.5756 2021-01-30 14:46:46,601 - mmaction - INFO - Epoch [69][3180/3757] lr: 1.000e-03, eta: 16:02:44, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7969, loss_cls: 1.7892, loss: 1.7892, grad_norm: 4.6904 2021-01-30 14:46:52,696 - mmaction - INFO - Epoch [69][3200/3757] lr: 1.000e-03, eta: 16:02:33, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7867, loss_cls: 1.8247, loss: 1.8247, grad_norm: 4.7343 2021-01-30 14:46:57,681 - mmaction - INFO - Epoch [69][3220/3757] lr: 1.000e-03, eta: 16:02:21, time: 0.249, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8148, loss_cls: 1.6682, loss: 1.6682, grad_norm: 4.5418 2021-01-30 14:47:03,191 - mmaction - INFO - Epoch [69][3240/3757] lr: 1.000e-03, eta: 16:02:09, time: 0.275, data_time: 0.004, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8219, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.5057 2021-01-30 14:47:09,801 - mmaction - INFO - Epoch [69][3260/3757] lr: 1.000e-03, eta: 16:01:58, time: 0.331, data_time: 0.003, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8195, loss_cls: 1.7045, loss: 1.7045, grad_norm: 4.6735 2021-01-30 14:47:15,901 - mmaction - INFO - Epoch [69][3280/3757] lr: 1.000e-03, eta: 16:01:46, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7930, loss_cls: 1.7492, loss: 1.7492, grad_norm: 4.7452 2021-01-30 14:47:21,601 - mmaction - INFO - Epoch [69][3300/3757] lr: 1.000e-03, eta: 16:01:34, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6426, loss: 1.6426, grad_norm: 4.4746 2021-01-30 14:47:27,220 - mmaction - INFO - Epoch [69][3320/3757] lr: 1.000e-03, eta: 16:01:22, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.6150, loss: 1.6150, grad_norm: 4.4950 2021-01-30 14:47:32,772 - mmaction - INFO - Epoch [69][3340/3757] lr: 1.000e-03, eta: 16:01:11, time: 0.278, data_time: 0.004, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8133, loss_cls: 1.7035, loss: 1.7035, grad_norm: 4.6760 2021-01-30 14:47:39,253 - mmaction - INFO - Epoch [69][3360/3757] lr: 1.000e-03, eta: 16:00:59, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7945, loss_cls: 1.8164, loss: 1.8164, grad_norm: 4.6467 2021-01-30 14:47:44,783 - mmaction - INFO - Epoch [69][3380/3757] lr: 1.000e-03, eta: 16:00:47, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8016, loss_cls: 1.6944, loss: 1.6944, grad_norm: 4.4363 2021-01-30 14:47:50,855 - mmaction - INFO - Epoch [69][3400/3757] lr: 1.000e-03, eta: 16:00:36, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8172, loss_cls: 1.6522, loss: 1.6522, grad_norm: 4.4680 2021-01-30 14:47:57,344 - mmaction - INFO - Epoch [69][3420/3757] lr: 1.000e-03, eta: 16:00:24, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8187, loss_cls: 1.6941, loss: 1.6941, grad_norm: 4.5983 2021-01-30 14:48:02,636 - mmaction - INFO - Epoch [69][3440/3757] lr: 1.000e-03, eta: 16:00:13, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7937, loss_cls: 1.7955, loss: 1.7955, grad_norm: 4.5896 2021-01-30 14:48:08,480 - mmaction - INFO - Epoch [69][3460/3757] lr: 1.000e-03, eta: 16:00:01, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7914, loss_cls: 1.8038, loss: 1.8038, grad_norm: 4.6188 2021-01-30 14:48:14,158 - mmaction - INFO - Epoch [69][3480/3757] lr: 1.000e-03, eta: 15:59:49, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.6259, loss: 1.6259, grad_norm: 4.4700 2021-01-30 14:48:20,635 - mmaction - INFO - Epoch [69][3500/3757] lr: 1.000e-03, eta: 15:59:38, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.7160, loss: 1.7160, grad_norm: 4.4873 2021-01-30 14:48:26,184 - mmaction - INFO - Epoch [69][3520/3757] lr: 1.000e-03, eta: 15:59:26, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8086, loss_cls: 1.7294, loss: 1.7294, grad_norm: 4.6286 2021-01-30 14:48:31,760 - mmaction - INFO - Epoch [69][3540/3757] lr: 1.000e-03, eta: 15:59:14, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8047, loss_cls: 1.6964, loss: 1.6964, grad_norm: 4.4660 2021-01-30 14:48:37,450 - mmaction - INFO - Epoch [69][3560/3757] lr: 1.000e-03, eta: 15:59:02, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8000, loss_cls: 1.7610, loss: 1.7610, grad_norm: 4.5685 2021-01-30 14:48:43,037 - mmaction - INFO - Epoch [69][3580/3757] lr: 1.000e-03, eta: 15:58:51, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8086, loss_cls: 1.7271, loss: 1.7271, grad_norm: 4.6225 2021-01-30 14:48:49,072 - mmaction - INFO - Epoch [69][3600/3757] lr: 1.000e-03, eta: 15:58:39, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8070, loss_cls: 1.7075, loss: 1.7075, grad_norm: 4.4978 2021-01-30 14:48:54,547 - mmaction - INFO - Epoch [69][3620/3757] lr: 1.000e-03, eta: 15:58:27, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8289, loss_cls: 1.6062, loss: 1.6062, grad_norm: 4.3516 2021-01-30 14:49:00,211 - mmaction - INFO - Epoch [69][3640/3757] lr: 1.000e-03, eta: 15:58:15, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8320, loss_cls: 1.6748, loss: 1.6748, grad_norm: 4.5573 2021-01-30 14:49:06,904 - mmaction - INFO - Epoch [69][3660/3757] lr: 1.000e-03, eta: 15:58:04, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8180, loss_cls: 1.6655, loss: 1.6655, grad_norm: 4.5175 2021-01-30 14:49:12,520 - mmaction - INFO - Epoch [69][3680/3757] lr: 1.000e-03, eta: 15:57:52, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8078, loss_cls: 1.7077, loss: 1.7077, grad_norm: 4.6016 2021-01-30 14:49:18,920 - mmaction - INFO - Epoch [69][3700/3757] lr: 1.000e-03, eta: 15:57:41, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8195, loss_cls: 1.6671, loss: 1.6671, grad_norm: 4.5562 2021-01-30 14:49:25,061 - mmaction - INFO - Epoch [69][3720/3757] lr: 1.000e-03, eta: 15:57:29, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8086, loss_cls: 1.7716, loss: 1.7716, grad_norm: 4.6675 2021-01-30 14:49:30,516 - mmaction - INFO - Epoch [69][3740/3757] lr: 1.000e-03, eta: 15:57:18, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.7149, loss: 1.7149, grad_norm: 4.5412 2021-01-30 14:49:54,911 - mmaction - INFO - Saving checkpoint at 69 epochs 2021-01-30 15:02:10,043 - mmaction - INFO - Epoch [70][20/3757] lr: 1.000e-03, eta: 16:02:21, time: 36.727, data_time: 36.210, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8289, loss_cls: 1.6367, loss: 1.6367, grad_norm: 4.3268 2021-01-30 15:02:14,296 - mmaction - INFO - Epoch [70][40/3757] lr: 1.000e-03, eta: 16:02:09, time: 0.224, data_time: 0.016, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7984, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.6843 2021-01-30 15:02:18,591 - mmaction - INFO - Epoch [70][60/3757] lr: 1.000e-03, eta: 16:01:56, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8117, loss_cls: 1.6676, loss: 1.6676, grad_norm: 4.4444 2021-01-30 15:02:22,696 - mmaction - INFO - Epoch [70][80/3757] lr: 1.000e-03, eta: 16:01:44, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8117, loss_cls: 1.7285, loss: 1.7285, grad_norm: 4.5905 2021-01-30 15:02:26,869 - mmaction - INFO - Epoch [70][100/3757] lr: 1.000e-03, eta: 16:01:31, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6574, loss: 1.6574, grad_norm: 4.4663 2021-01-30 15:02:31,170 - mmaction - INFO - Epoch [70][120/3757] lr: 1.000e-03, eta: 16:01:19, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8047, loss_cls: 1.7330, loss: 1.7330, grad_norm: 4.6220 2021-01-30 15:02:35,353 - mmaction - INFO - Epoch [70][140/3757] lr: 1.000e-03, eta: 16:01:06, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8039, loss_cls: 1.7407, loss: 1.7407, grad_norm: 4.5277 2021-01-30 15:02:39,612 - mmaction - INFO - Epoch [70][160/3757] lr: 1.000e-03, eta: 16:00:54, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8070, loss_cls: 1.7304, loss: 1.7304, grad_norm: 4.6307 2021-01-30 15:02:43,808 - mmaction - INFO - Epoch [70][180/3757] lr: 1.000e-03, eta: 16:00:41, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8258, loss_cls: 1.6446, loss: 1.6446, grad_norm: 4.5393 2021-01-30 15:02:47,955 - mmaction - INFO - Epoch [70][200/3757] lr: 1.000e-03, eta: 16:00:29, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7977, loss_cls: 1.7520, loss: 1.7520, grad_norm: 4.6423 2021-01-30 15:02:52,208 - mmaction - INFO - Epoch [70][220/3757] lr: 1.000e-03, eta: 16:00:16, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7969, loss_cls: 1.7625, loss: 1.7625, grad_norm: 4.5929 2021-01-30 15:02:56,368 - mmaction - INFO - Epoch [70][240/3757] lr: 1.000e-03, eta: 16:00:04, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7463, loss: 1.7463, grad_norm: 4.5022 2021-01-30 15:03:00,701 - mmaction - INFO - Epoch [70][260/3757] lr: 1.000e-03, eta: 15:59:51, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.6698, loss: 1.6698, grad_norm: 4.4042 2021-01-30 15:03:04,839 - mmaction - INFO - Epoch [70][280/3757] lr: 1.000e-03, eta: 15:59:39, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.7367, loss: 1.7367, grad_norm: 4.6476 2021-01-30 15:03:09,178 - mmaction - INFO - Epoch [70][300/3757] lr: 1.000e-03, eta: 15:59:27, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8008, loss_cls: 1.7308, loss: 1.7308, grad_norm: 4.6892 2021-01-30 15:03:13,363 - mmaction - INFO - Epoch [70][320/3757] lr: 1.000e-03, eta: 15:59:14, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7875, loss_cls: 1.8045, loss: 1.8045, grad_norm: 4.6541 2021-01-30 15:03:17,570 - mmaction - INFO - Epoch [70][340/3757] lr: 1.000e-03, eta: 15:59:02, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8063, loss_cls: 1.6695, loss: 1.6695, grad_norm: 4.5178 2021-01-30 15:03:22,005 - mmaction - INFO - Epoch [70][360/3757] lr: 1.000e-03, eta: 15:58:49, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.7992, loss_cls: 1.7341, loss: 1.7341, grad_norm: 4.6089 2021-01-30 15:03:26,277 - mmaction - INFO - Epoch [70][380/3757] lr: 1.000e-03, eta: 15:58:37, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8203, loss_cls: 1.6704, loss: 1.6704, grad_norm: 4.5100 2021-01-30 15:03:30,637 - mmaction - INFO - Epoch [70][400/3757] lr: 1.000e-03, eta: 15:58:24, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7612, loss: 1.7612, grad_norm: 4.5443 2021-01-30 15:03:34,990 - mmaction - INFO - Epoch [70][420/3757] lr: 1.000e-03, eta: 15:58:12, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6549, loss: 1.6549, grad_norm: 4.4627 2021-01-30 15:03:39,390 - mmaction - INFO - Epoch [70][440/3757] lr: 1.000e-03, eta: 15:58:00, time: 0.223, data_time: 0.004, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7937, loss_cls: 1.7707, loss: 1.7707, grad_norm: 4.6319 2021-01-30 15:03:43,734 - mmaction - INFO - Epoch [70][460/3757] lr: 1.000e-03, eta: 15:57:47, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7969, loss_cls: 1.7371, loss: 1.7371, grad_norm: 4.5664 2021-01-30 15:03:48,079 - mmaction - INFO - Epoch [70][480/3757] lr: 1.000e-03, eta: 15:57:35, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8047, loss_cls: 1.6607, loss: 1.6607, grad_norm: 4.5244 2021-01-30 15:03:52,503 - mmaction - INFO - Epoch [70][500/3757] lr: 1.000e-03, eta: 15:57:23, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.6582, loss: 1.6582, grad_norm: 4.6696 2021-01-30 15:03:57,293 - mmaction - INFO - Epoch [70][520/3757] lr: 1.000e-03, eta: 15:57:10, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.5633, top5_acc: 0.8055, loss_cls: 1.8109, loss: 1.8109, grad_norm: 4.7018 2021-01-30 15:04:01,971 - mmaction - INFO - Epoch [70][540/3757] lr: 1.000e-03, eta: 15:56:58, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8156, loss_cls: 1.6980, loss: 1.6980, grad_norm: 4.5810 2021-01-30 15:04:06,395 - mmaction - INFO - Epoch [70][560/3757] lr: 1.000e-03, eta: 15:56:46, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7092, loss: 1.7092, grad_norm: 4.5633 2021-01-30 15:04:11,605 - mmaction - INFO - Epoch [70][580/3757] lr: 1.000e-03, eta: 15:56:34, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8094, loss_cls: 1.7016, loss: 1.7016, grad_norm: 4.6676 2021-01-30 15:04:16,175 - mmaction - INFO - Epoch [70][600/3757] lr: 1.000e-03, eta: 15:56:21, time: 0.228, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8078, loss_cls: 1.7323, loss: 1.7323, grad_norm: 4.6881 2021-01-30 15:04:21,334 - mmaction - INFO - Epoch [70][620/3757] lr: 1.000e-03, eta: 15:56:09, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6054, loss: 1.6054, grad_norm: 4.4953 2021-01-30 15:04:26,395 - mmaction - INFO - Epoch [70][640/3757] lr: 1.000e-03, eta: 15:55:57, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7937, loss_cls: 1.7471, loss: 1.7471, grad_norm: 4.6763 2021-01-30 15:04:31,847 - mmaction - INFO - Epoch [70][660/3757] lr: 1.000e-03, eta: 15:55:46, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.6930, loss: 1.6930, grad_norm: 4.6201 2021-01-30 15:04:36,435 - mmaction - INFO - Epoch [70][680/3757] lr: 1.000e-03, eta: 15:55:33, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7969, loss_cls: 1.7099, loss: 1.7099, grad_norm: 4.6271 2021-01-30 15:04:41,921 - mmaction - INFO - Epoch [70][700/3757] lr: 1.000e-03, eta: 15:55:21, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8133, loss_cls: 1.6587, loss: 1.6587, grad_norm: 4.5700 2021-01-30 15:04:47,094 - mmaction - INFO - Epoch [70][720/3757] lr: 1.000e-03, eta: 15:55:09, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8070, loss_cls: 1.7239, loss: 1.7239, grad_norm: 4.5263 2021-01-30 15:04:52,485 - mmaction - INFO - Epoch [70][740/3757] lr: 1.000e-03, eta: 15:54:57, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8047, loss_cls: 1.6725, loss: 1.6725, grad_norm: 4.6389 2021-01-30 15:04:57,792 - mmaction - INFO - Epoch [70][760/3757] lr: 1.000e-03, eta: 15:54:46, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8133, loss_cls: 1.6826, loss: 1.6826, grad_norm: 4.6284 2021-01-30 15:05:02,899 - mmaction - INFO - Epoch [70][780/3757] lr: 1.000e-03, eta: 15:54:33, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.7338, loss: 1.7338, grad_norm: 4.5317 2021-01-30 15:05:08,181 - mmaction - INFO - Epoch [70][800/3757] lr: 1.000e-03, eta: 15:54:22, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8273, loss_cls: 1.6321, loss: 1.6321, grad_norm: 4.4883 2021-01-30 15:05:13,554 - mmaction - INFO - Epoch [70][820/3757] lr: 1.000e-03, eta: 15:54:10, time: 0.269, data_time: 0.000, memory: 3385, top1_acc: 0.6008, top5_acc: 0.7969, loss_cls: 1.7312, loss: 1.7312, grad_norm: 4.4990 2021-01-30 15:05:18,824 - mmaction - INFO - Epoch [70][840/3757] lr: 1.000e-03, eta: 15:53:58, time: 0.263, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8109, loss_cls: 1.6894, loss: 1.6894, grad_norm: 4.5940 2021-01-30 15:05:24,653 - mmaction - INFO - Epoch [70][860/3757] lr: 1.000e-03, eta: 15:53:46, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.6372, loss: 1.6372, grad_norm: 4.6052 2021-01-30 15:05:29,439 - mmaction - INFO - Epoch [70][880/3757] lr: 1.000e-03, eta: 15:53:34, time: 0.239, data_time: 0.004, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8117, loss_cls: 1.6666, loss: 1.6666, grad_norm: 4.5418 2021-01-30 15:05:34,513 - mmaction - INFO - Epoch [70][900/3757] lr: 1.000e-03, eta: 15:53:22, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7969, loss_cls: 1.7513, loss: 1.7513, grad_norm: 4.6460 2021-01-30 15:05:40,247 - mmaction - INFO - Epoch [70][920/3757] lr: 1.000e-03, eta: 15:53:10, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.5417, loss: 1.5417, grad_norm: 4.3310 2021-01-30 15:05:45,780 - mmaction - INFO - Epoch [70][940/3757] lr: 1.000e-03, eta: 15:52:58, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8203, loss_cls: 1.6260, loss: 1.6260, grad_norm: 4.5546 2021-01-30 15:05:51,262 - mmaction - INFO - Epoch [70][960/3757] lr: 1.000e-03, eta: 15:52:46, time: 0.274, data_time: 0.004, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8016, loss_cls: 1.7444, loss: 1.7444, grad_norm: 4.5954 2021-01-30 15:05:56,571 - mmaction - INFO - Epoch [70][980/3757] lr: 1.000e-03, eta: 15:52:34, time: 0.266, data_time: 0.004, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8242, loss_cls: 1.6411, loss: 1.6411, grad_norm: 4.5016 2021-01-30 15:06:01,976 - mmaction - INFO - Epoch [70][1000/3757] lr: 1.000e-03, eta: 15:52:22, time: 0.270, data_time: 0.000, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8172, loss_cls: 1.6949, loss: 1.6949, grad_norm: 4.6017 2021-01-30 15:06:07,437 - mmaction - INFO - Epoch [70][1020/3757] lr: 1.000e-03, eta: 15:52:11, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8070, loss_cls: 1.7581, loss: 1.7581, grad_norm: 4.5666 2021-01-30 15:06:12,583 - mmaction - INFO - Epoch [70][1040/3757] lr: 1.000e-03, eta: 15:51:59, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8125, loss_cls: 1.6908, loss: 1.6908, grad_norm: 4.5829 2021-01-30 15:06:17,639 - mmaction - INFO - Epoch [70][1060/3757] lr: 1.000e-03, eta: 15:51:47, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7245, loss: 1.7245, grad_norm: 4.6299 2021-01-30 15:06:24,201 - mmaction - INFO - Epoch [70][1080/3757] lr: 1.000e-03, eta: 15:51:35, time: 0.328, data_time: 0.003, memory: 3385, top1_acc: 0.6047, top5_acc: 0.7992, loss_cls: 1.6817, loss: 1.6817, grad_norm: 4.3889 2021-01-30 15:06:29,914 - mmaction - INFO - Epoch [70][1100/3757] lr: 1.000e-03, eta: 15:51:23, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7937, loss_cls: 1.7487, loss: 1.7487, grad_norm: 4.5792 2021-01-30 15:06:35,627 - mmaction - INFO - Epoch [70][1120/3757] lr: 1.000e-03, eta: 15:51:12, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8102, loss_cls: 1.7186, loss: 1.7186, grad_norm: 4.6165 2021-01-30 15:06:40,940 - mmaction - INFO - Epoch [70][1140/3757] lr: 1.000e-03, eta: 15:51:00, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.7937, loss_cls: 1.7135, loss: 1.7135, grad_norm: 4.5556 2021-01-30 15:06:46,736 - mmaction - INFO - Epoch [70][1160/3757] lr: 1.000e-03, eta: 15:50:48, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6764, loss: 1.6764, grad_norm: 4.5438 2021-01-30 15:06:52,004 - mmaction - INFO - Epoch [70][1180/3757] lr: 1.000e-03, eta: 15:50:36, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7945, loss_cls: 1.7924, loss: 1.7924, grad_norm: 4.7167 2021-01-30 15:06:58,328 - mmaction - INFO - Epoch [70][1200/3757] lr: 1.000e-03, eta: 15:50:25, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7520, loss: 1.7520, grad_norm: 4.5048 2021-01-30 15:07:03,668 - mmaction - INFO - Epoch [70][1220/3757] lr: 1.000e-03, eta: 15:50:13, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8141, loss_cls: 1.6573, loss: 1.6573, grad_norm: 4.3192 2021-01-30 15:07:09,658 - mmaction - INFO - Epoch [70][1240/3757] lr: 1.000e-03, eta: 15:50:01, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7599, loss: 1.7599, grad_norm: 4.5490 2021-01-30 15:07:15,537 - mmaction - INFO - Epoch [70][1260/3757] lr: 1.000e-03, eta: 15:49:49, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8102, loss_cls: 1.7486, loss: 1.7486, grad_norm: 4.5537 2021-01-30 15:07:20,946 - mmaction - INFO - Epoch [70][1280/3757] lr: 1.000e-03, eta: 15:49:38, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8328, loss_cls: 1.6089, loss: 1.6089, grad_norm: 4.5419 2021-01-30 15:07:26,378 - mmaction - INFO - Epoch [70][1300/3757] lr: 1.000e-03, eta: 15:49:26, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7339, loss: 1.7339, grad_norm: 4.5761 2021-01-30 15:07:32,390 - mmaction - INFO - Epoch [70][1320/3757] lr: 1.000e-03, eta: 15:49:14, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7883, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.5053 2021-01-30 15:07:38,193 - mmaction - INFO - Epoch [70][1340/3757] lr: 1.000e-03, eta: 15:49:02, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8031, loss_cls: 1.7407, loss: 1.7407, grad_norm: 4.4786 2021-01-30 15:07:43,407 - mmaction - INFO - Epoch [70][1360/3757] lr: 1.000e-03, eta: 15:48:50, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8242, loss_cls: 1.6312, loss: 1.6312, grad_norm: 4.6301 2021-01-30 15:07:48,630 - mmaction - INFO - Epoch [70][1380/3757] lr: 1.000e-03, eta: 15:48:38, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7969, loss_cls: 1.7207, loss: 1.7207, grad_norm: 4.6701 2021-01-30 15:07:54,645 - mmaction - INFO - Epoch [70][1400/3757] lr: 1.000e-03, eta: 15:48:27, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8102, loss_cls: 1.6969, loss: 1.6969, grad_norm: 4.6052 2021-01-30 15:08:00,004 - mmaction - INFO - Epoch [70][1420/3757] lr: 1.000e-03, eta: 15:48:15, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8313, loss_cls: 1.6011, loss: 1.6011, grad_norm: 4.4758 2021-01-30 15:08:06,007 - mmaction - INFO - Epoch [70][1440/3757] lr: 1.000e-03, eta: 15:48:03, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.5962 2021-01-30 15:08:11,484 - mmaction - INFO - Epoch [70][1460/3757] lr: 1.000e-03, eta: 15:47:51, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8219, loss_cls: 1.6953, loss: 1.6953, grad_norm: 4.6045 2021-01-30 15:08:17,796 - mmaction - INFO - Epoch [70][1480/3757] lr: 1.000e-03, eta: 15:47:40, time: 0.315, data_time: 0.003, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.5958, loss: 1.5958, grad_norm: 4.4202 2021-01-30 15:08:23,303 - mmaction - INFO - Epoch [70][1500/3757] lr: 1.000e-03, eta: 15:47:28, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.7028, loss: 1.7028, grad_norm: 4.6167 2021-01-30 15:08:29,000 - mmaction - INFO - Epoch [70][1520/3757] lr: 1.000e-03, eta: 15:47:16, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8016, loss_cls: 1.7631, loss: 1.7631, grad_norm: 4.6881 2021-01-30 15:08:35,254 - mmaction - INFO - Epoch [70][1540/3757] lr: 1.000e-03, eta: 15:47:05, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6933, loss: 1.6933, grad_norm: 4.5701 2021-01-30 15:08:41,603 - mmaction - INFO - Epoch [70][1560/3757] lr: 1.000e-03, eta: 15:46:54, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.6888, loss: 1.6888, grad_norm: 4.5026 2021-01-30 15:08:47,571 - mmaction - INFO - Epoch [70][1580/3757] lr: 1.000e-03, eta: 15:46:42, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8164, loss_cls: 1.6653, loss: 1.6653, grad_norm: 4.4622 2021-01-30 15:08:53,096 - mmaction - INFO - Epoch [70][1600/3757] lr: 1.000e-03, eta: 15:46:30, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7567, loss: 1.7567, grad_norm: 4.7599 2021-01-30 15:08:58,979 - mmaction - INFO - Epoch [70][1620/3757] lr: 1.000e-03, eta: 15:46:18, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8242, loss_cls: 1.6378, loss: 1.6378, grad_norm: 4.5696 2021-01-30 15:09:04,721 - mmaction - INFO - Epoch [70][1640/3757] lr: 1.000e-03, eta: 15:46:07, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8031, loss_cls: 1.7761, loss: 1.7761, grad_norm: 4.6399 2021-01-30 15:09:10,091 - mmaction - INFO - Epoch [70][1660/3757] lr: 1.000e-03, eta: 15:45:55, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8180, loss_cls: 1.5995, loss: 1.5995, grad_norm: 4.4712 2021-01-30 15:09:16,524 - mmaction - INFO - Epoch [70][1680/3757] lr: 1.000e-03, eta: 15:45:43, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8117, loss_cls: 1.6654, loss: 1.6654, grad_norm: 4.6551 2021-01-30 15:09:21,944 - mmaction - INFO - Epoch [70][1700/3757] lr: 1.000e-03, eta: 15:45:32, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8039, loss_cls: 1.7362, loss: 1.7362, grad_norm: 4.5988 2021-01-30 15:09:27,229 - mmaction - INFO - Epoch [70][1720/3757] lr: 1.000e-03, eta: 15:45:20, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8070, loss_cls: 1.6521, loss: 1.6521, grad_norm: 4.4710 2021-01-30 15:09:33,136 - mmaction - INFO - Epoch [70][1740/3757] lr: 1.000e-03, eta: 15:45:08, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8055, loss_cls: 1.7032, loss: 1.7032, grad_norm: 4.5542 2021-01-30 15:09:39,510 - mmaction - INFO - Epoch [70][1760/3757] lr: 1.000e-03, eta: 15:44:57, time: 0.318, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8180, loss_cls: 1.6745, loss: 1.6745, grad_norm: 4.5108 2021-01-30 15:09:45,124 - mmaction - INFO - Epoch [70][1780/3757] lr: 1.000e-03, eta: 15:44:45, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.7969, loss_cls: 1.7170, loss: 1.7170, grad_norm: 4.6582 2021-01-30 15:09:51,021 - mmaction - INFO - Epoch [70][1800/3757] lr: 1.000e-03, eta: 15:44:33, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.7031, loss: 1.7031, grad_norm: 4.5760 2021-01-30 15:09:56,112 - mmaction - INFO - Epoch [70][1820/3757] lr: 1.000e-03, eta: 15:44:21, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.6416, loss: 1.6416, grad_norm: 4.5337 2021-01-30 15:10:01,833 - mmaction - INFO - Epoch [70][1840/3757] lr: 1.000e-03, eta: 15:44:10, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7646, loss: 1.7646, grad_norm: 4.5442 2021-01-30 15:10:08,570 - mmaction - INFO - Epoch [70][1860/3757] lr: 1.000e-03, eta: 15:43:58, time: 0.338, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.7984, loss_cls: 1.6932, loss: 1.6932, grad_norm: 4.5254 2021-01-30 15:10:13,684 - mmaction - INFO - Epoch [70][1880/3757] lr: 1.000e-03, eta: 15:43:46, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8195, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.5768 2021-01-30 15:10:19,666 - mmaction - INFO - Epoch [70][1900/3757] lr: 1.000e-03, eta: 15:43:35, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7984, loss_cls: 1.6826, loss: 1.6826, grad_norm: 4.4883 2021-01-30 15:10:24,827 - mmaction - INFO - Epoch [70][1920/3757] lr: 1.000e-03, eta: 15:43:23, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8180, loss_cls: 1.7426, loss: 1.7426, grad_norm: 4.6184 2021-01-30 15:10:30,672 - mmaction - INFO - Epoch [70][1940/3757] lr: 1.000e-03, eta: 15:43:11, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8141, loss_cls: 1.7149, loss: 1.7149, grad_norm: 4.6655 2021-01-30 15:10:36,992 - mmaction - INFO - Epoch [70][1960/3757] lr: 1.000e-03, eta: 15:43:00, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.6683, loss: 1.6683, grad_norm: 4.5053 2021-01-30 15:10:42,822 - mmaction - INFO - Epoch [70][1980/3757] lr: 1.000e-03, eta: 15:42:48, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8016, loss_cls: 1.7483, loss: 1.7483, grad_norm: 4.4870 2021-01-30 15:10:48,095 - mmaction - INFO - Epoch [70][2000/3757] lr: 1.000e-03, eta: 15:42:36, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7984, loss_cls: 1.8142, loss: 1.8142, grad_norm: 4.7747 2021-01-30 15:10:53,636 - mmaction - INFO - Epoch [70][2020/3757] lr: 1.000e-03, eta: 15:42:24, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7193, loss: 1.7193, grad_norm: 4.5392 2021-01-30 15:10:59,449 - mmaction - INFO - Epoch [70][2040/3757] lr: 1.000e-03, eta: 15:42:13, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7914, loss_cls: 1.7833, loss: 1.7833, grad_norm: 4.4575 2021-01-30 15:11:06,066 - mmaction - INFO - Epoch [70][2060/3757] lr: 1.000e-03, eta: 15:42:01, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8195, loss_cls: 1.6651, loss: 1.6651, grad_norm: 4.4236 2021-01-30 15:11:11,710 - mmaction - INFO - Epoch [70][2080/3757] lr: 1.000e-03, eta: 15:41:50, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8078, loss_cls: 1.6959, loss: 1.6959, grad_norm: 4.5008 2021-01-30 15:11:18,366 - mmaction - INFO - Epoch [70][2100/3757] lr: 1.000e-03, eta: 15:41:38, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7953, loss_cls: 1.7295, loss: 1.7295, grad_norm: 4.6048 2021-01-30 15:11:24,682 - mmaction - INFO - Epoch [70][2120/3757] lr: 1.000e-03, eta: 15:41:27, time: 0.316, data_time: 0.005, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.6664, loss: 1.6664, grad_norm: 4.6086 2021-01-30 15:11:30,235 - mmaction - INFO - Epoch [70][2140/3757] lr: 1.000e-03, eta: 15:41:15, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8109, loss_cls: 1.7095, loss: 1.7095, grad_norm: 4.6169 2021-01-30 15:11:35,830 - mmaction - INFO - Epoch [70][2160/3757] lr: 1.000e-03, eta: 15:41:03, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8133, loss_cls: 1.7325, loss: 1.7325, grad_norm: 4.6191 2021-01-30 15:11:42,512 - mmaction - INFO - Epoch [70][2180/3757] lr: 1.000e-03, eta: 15:40:52, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.6695, loss: 1.6695, grad_norm: 4.5128 2021-01-30 15:11:48,228 - mmaction - INFO - Epoch [70][2200/3757] lr: 1.000e-03, eta: 15:40:40, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8000, loss_cls: 1.7369, loss: 1.7369, grad_norm: 4.5416 2021-01-30 15:11:53,997 - mmaction - INFO - Epoch [70][2220/3757] lr: 1.000e-03, eta: 15:40:29, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8109, loss_cls: 1.6967, loss: 1.6967, grad_norm: 4.6249 2021-01-30 15:11:59,740 - mmaction - INFO - Epoch [70][2240/3757] lr: 1.000e-03, eta: 15:40:17, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7953, loss_cls: 1.7507, loss: 1.7507, grad_norm: 4.5727 2021-01-30 15:12:05,397 - mmaction - INFO - Epoch [70][2260/3757] lr: 1.000e-03, eta: 15:40:05, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8164, loss_cls: 1.6526, loss: 1.6526, grad_norm: 4.5373 2021-01-30 15:12:10,830 - mmaction - INFO - Epoch [70][2280/3757] lr: 1.000e-03, eta: 15:39:53, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.6237, loss: 1.6237, grad_norm: 4.5097 2021-01-30 15:12:16,610 - mmaction - INFO - Epoch [70][2300/3757] lr: 1.000e-03, eta: 15:39:42, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8156, loss_cls: 1.7221, loss: 1.7221, grad_norm: 4.6627 2021-01-30 15:12:23,065 - mmaction - INFO - Epoch [70][2320/3757] lr: 1.000e-03, eta: 15:39:30, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7992, loss_cls: 1.6937, loss: 1.6937, grad_norm: 4.4352 2021-01-30 15:12:28,852 - mmaction - INFO - Epoch [70][2340/3757] lr: 1.000e-03, eta: 15:39:19, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6255, loss: 1.6255, grad_norm: 4.4924 2021-01-30 15:12:34,593 - mmaction - INFO - Epoch [70][2360/3757] lr: 1.000e-03, eta: 15:39:07, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8203, loss_cls: 1.6176, loss: 1.6176, grad_norm: 4.5030 2021-01-30 15:12:40,554 - mmaction - INFO - Epoch [70][2380/3757] lr: 1.000e-03, eta: 15:38:55, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8078, loss_cls: 1.7726, loss: 1.7726, grad_norm: 4.7694 2021-01-30 15:12:46,501 - mmaction - INFO - Epoch [70][2400/3757] lr: 1.000e-03, eta: 15:38:44, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.6793, loss: 1.6793, grad_norm: 4.6293 2021-01-30 15:12:52,200 - mmaction - INFO - Epoch [70][2420/3757] lr: 1.000e-03, eta: 15:38:32, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.6487, loss: 1.6487, grad_norm: 4.6066 2021-01-30 15:12:57,873 - mmaction - INFO - Epoch [70][2440/3757] lr: 1.000e-03, eta: 15:38:20, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7504, loss: 1.7504, grad_norm: 4.6419 2021-01-30 15:13:03,897 - mmaction - INFO - Epoch [70][2460/3757] lr: 1.000e-03, eta: 15:38:09, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6438, loss: 1.6438, grad_norm: 4.3926 2021-01-30 15:13:10,143 - mmaction - INFO - Epoch [70][2480/3757] lr: 1.000e-03, eta: 15:37:57, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.6830, loss: 1.6830, grad_norm: 4.4687 2021-01-30 15:13:15,276 - mmaction - INFO - Epoch [70][2500/3757] lr: 1.000e-03, eta: 15:37:46, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8195, loss_cls: 1.6288, loss: 1.6288, grad_norm: 4.5337 2021-01-30 15:13:21,454 - mmaction - INFO - Epoch [70][2520/3757] lr: 1.000e-03, eta: 15:37:34, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7977, loss_cls: 1.7647, loss: 1.7647, grad_norm: 4.7059 2021-01-30 15:13:27,032 - mmaction - INFO - Epoch [70][2540/3757] lr: 1.000e-03, eta: 15:37:22, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8172, loss_cls: 1.6933, loss: 1.6933, grad_norm: 4.5621 2021-01-30 15:13:33,545 - mmaction - INFO - Epoch [70][2560/3757] lr: 1.000e-03, eta: 15:37:11, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8133, loss_cls: 1.6834, loss: 1.6834, grad_norm: 4.5360 2021-01-30 15:13:39,352 - mmaction - INFO - Epoch [70][2580/3757] lr: 1.000e-03, eta: 15:36:59, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8180, loss_cls: 1.6732, loss: 1.6732, grad_norm: 4.6238 2021-01-30 15:13:44,913 - mmaction - INFO - Epoch [70][2600/3757] lr: 1.000e-03, eta: 15:36:48, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8281, loss_cls: 1.6855, loss: 1.6855, grad_norm: 4.6679 2021-01-30 15:13:51,512 - mmaction - INFO - Epoch [70][2620/3757] lr: 1.000e-03, eta: 15:36:36, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6113, loss: 1.6113, grad_norm: 4.5407 2021-01-30 15:13:57,328 - mmaction - INFO - Epoch [70][2640/3757] lr: 1.000e-03, eta: 15:36:25, time: 0.290, data_time: 0.000, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8211, loss_cls: 1.6526, loss: 1.6526, grad_norm: 4.6198 2021-01-30 15:14:03,781 - mmaction - INFO - Epoch [70][2660/3757] lr: 1.000e-03, eta: 15:36:13, time: 0.322, data_time: 0.004, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8250, loss_cls: 1.6421, loss: 1.6421, grad_norm: 4.5897 2021-01-30 15:14:09,949 - mmaction - INFO - Epoch [70][2680/3757] lr: 1.000e-03, eta: 15:36:02, time: 0.309, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.7349, loss: 1.7349, grad_norm: 4.6294 2021-01-30 15:14:15,733 - mmaction - INFO - Epoch [70][2700/3757] lr: 1.000e-03, eta: 15:35:50, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8242, loss_cls: 1.6479, loss: 1.6479, grad_norm: 4.5849 2021-01-30 15:14:21,952 - mmaction - INFO - Epoch [70][2720/3757] lr: 1.000e-03, eta: 15:35:39, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8039, loss_cls: 1.7851, loss: 1.7851, grad_norm: 4.6404 2021-01-30 15:14:27,466 - mmaction - INFO - Epoch [70][2740/3757] lr: 1.000e-03, eta: 15:35:27, time: 0.276, data_time: 0.004, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8125, loss_cls: 1.7133, loss: 1.7133, grad_norm: 4.5682 2021-01-30 15:14:32,785 - mmaction - INFO - Epoch [70][2760/3757] lr: 1.000e-03, eta: 15:35:15, time: 0.266, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8008, loss_cls: 1.7615, loss: 1.7615, grad_norm: 4.5804 2021-01-30 15:14:39,188 - mmaction - INFO - Epoch [70][2780/3757] lr: 1.000e-03, eta: 15:35:04, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8039, loss_cls: 1.7102, loss: 1.7102, grad_norm: 4.6270 2021-01-30 15:14:44,877 - mmaction - INFO - Epoch [70][2800/3757] lr: 1.000e-03, eta: 15:34:52, time: 0.284, data_time: 0.000, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8078, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.5267 2021-01-30 15:14:50,549 - mmaction - INFO - Epoch [70][2820/3757] lr: 1.000e-03, eta: 15:34:40, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8094, loss_cls: 1.6256, loss: 1.6256, grad_norm: 4.4127 2021-01-30 15:14:57,394 - mmaction - INFO - Epoch [70][2840/3757] lr: 1.000e-03, eta: 15:34:29, time: 0.342, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7820, loss_cls: 1.7943, loss: 1.7943, grad_norm: 4.5642 2021-01-30 15:15:03,278 - mmaction - INFO - Epoch [70][2860/3757] lr: 1.000e-03, eta: 15:34:18, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8180, loss_cls: 1.6670, loss: 1.6670, grad_norm: 4.4643 2021-01-30 15:15:08,838 - mmaction - INFO - Epoch [70][2880/3757] lr: 1.000e-03, eta: 15:34:06, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8273, loss_cls: 1.7059, loss: 1.7059, grad_norm: 4.5218 2021-01-30 15:15:15,083 - mmaction - INFO - Epoch [70][2900/3757] lr: 1.000e-03, eta: 15:33:54, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.6904, loss: 1.6904, grad_norm: 4.6121 2021-01-30 15:15:20,598 - mmaction - INFO - Epoch [70][2920/3757] lr: 1.000e-03, eta: 15:33:43, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.7346, loss: 1.7346, grad_norm: 4.5984 2021-01-30 15:15:26,842 - mmaction - INFO - Epoch [70][2940/3757] lr: 1.000e-03, eta: 15:33:31, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7906, loss_cls: 1.7855, loss: 1.7855, grad_norm: 4.6623 2021-01-30 15:15:33,295 - mmaction - INFO - Epoch [70][2960/3757] lr: 1.000e-03, eta: 15:33:20, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.7480, loss: 1.7480, grad_norm: 4.6849 2021-01-30 15:15:38,846 - mmaction - INFO - Epoch [70][2980/3757] lr: 1.000e-03, eta: 15:33:08, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.6488, loss: 1.6488, grad_norm: 4.6254 2021-01-30 15:15:44,308 - mmaction - INFO - Epoch [70][3000/3757] lr: 1.000e-03, eta: 15:32:56, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.5982, loss: 1.5982, grad_norm: 4.5544 2021-01-30 15:15:50,755 - mmaction - INFO - Epoch [70][3020/3757] lr: 1.000e-03, eta: 15:32:45, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8203, loss_cls: 1.6621, loss: 1.6621, grad_norm: 4.5717 2021-01-30 15:15:56,600 - mmaction - INFO - Epoch [70][3040/3757] lr: 1.000e-03, eta: 15:32:33, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.5851, loss: 1.5851, grad_norm: 4.5361 2021-01-30 15:16:02,445 - mmaction - INFO - Epoch [70][3060/3757] lr: 1.000e-03, eta: 15:32:22, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7108, loss: 1.7108, grad_norm: 4.5736 2021-01-30 15:16:07,657 - mmaction - INFO - Epoch [70][3080/3757] lr: 1.000e-03, eta: 15:32:10, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8195, loss_cls: 1.7019, loss: 1.7019, grad_norm: 4.6200 2021-01-30 15:16:13,849 - mmaction - INFO - Epoch [70][3100/3757] lr: 1.000e-03, eta: 15:31:58, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7883, loss_cls: 1.7893, loss: 1.7893, grad_norm: 4.6080 2021-01-30 15:16:20,372 - mmaction - INFO - Epoch [70][3120/3757] lr: 1.000e-03, eta: 15:31:47, time: 0.327, data_time: 0.003, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8133, loss_cls: 1.6969, loss: 1.6969, grad_norm: 4.5393 2021-01-30 15:16:26,088 - mmaction - INFO - Epoch [70][3140/3757] lr: 1.000e-03, eta: 15:31:36, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8193, loss: 1.8193, grad_norm: 4.6911 2021-01-30 15:16:32,828 - mmaction - INFO - Epoch [70][3160/3757] lr: 1.000e-03, eta: 15:31:24, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.6592, loss: 1.6592, grad_norm: 4.4354 2021-01-30 15:16:38,407 - mmaction - INFO - Epoch [70][3180/3757] lr: 1.000e-03, eta: 15:31:13, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7820, loss_cls: 1.8529, loss: 1.8529, grad_norm: 4.6789 2021-01-30 15:16:44,314 - mmaction - INFO - Epoch [70][3200/3757] lr: 1.000e-03, eta: 15:31:01, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8195, loss_cls: 1.6157, loss: 1.6157, grad_norm: 4.4191 2021-01-30 15:16:50,197 - mmaction - INFO - Epoch [70][3220/3757] lr: 1.000e-03, eta: 15:30:49, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8156, loss_cls: 1.6273, loss: 1.6273, grad_norm: 4.4616 2021-01-30 15:16:55,921 - mmaction - INFO - Epoch [70][3240/3757] lr: 1.000e-03, eta: 15:30:38, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8227, loss_cls: 1.6389, loss: 1.6389, grad_norm: 4.5283 2021-01-30 15:17:01,446 - mmaction - INFO - Epoch [70][3260/3757] lr: 1.000e-03, eta: 15:30:26, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.6892, loss: 1.6892, grad_norm: 4.5073 2021-01-30 15:17:07,209 - mmaction - INFO - Epoch [70][3280/3757] lr: 1.000e-03, eta: 15:30:14, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8227, loss_cls: 1.6737, loss: 1.6737, grad_norm: 4.5021 2021-01-30 15:17:12,961 - mmaction - INFO - Epoch [70][3300/3757] lr: 1.000e-03, eta: 15:30:03, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8148, loss_cls: 1.6717, loss: 1.6717, grad_norm: 4.4789 2021-01-30 15:17:19,168 - mmaction - INFO - Epoch [70][3320/3757] lr: 1.000e-03, eta: 15:29:51, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7930, loss_cls: 1.7853, loss: 1.7853, grad_norm: 4.6715 2021-01-30 15:17:25,034 - mmaction - INFO - Epoch [70][3340/3757] lr: 1.000e-03, eta: 15:29:40, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8195, loss_cls: 1.6576, loss: 1.6576, grad_norm: 4.6134 2021-01-30 15:17:31,085 - mmaction - INFO - Epoch [70][3360/3757] lr: 1.000e-03, eta: 15:29:28, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.5594, top5_acc: 0.8016, loss_cls: 1.7590, loss: 1.7590, grad_norm: 4.6638 2021-01-30 15:17:36,644 - mmaction - INFO - Epoch [70][3380/3757] lr: 1.000e-03, eta: 15:29:17, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.7039, loss: 1.7039, grad_norm: 4.6051 2021-01-30 15:17:42,393 - mmaction - INFO - Epoch [70][3400/3757] lr: 1.000e-03, eta: 15:29:05, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.5689, loss: 1.5689, grad_norm: 4.4405 2021-01-30 15:17:48,572 - mmaction - INFO - Epoch [70][3420/3757] lr: 1.000e-03, eta: 15:28:53, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.6765 2021-01-30 15:17:54,197 - mmaction - INFO - Epoch [70][3440/3757] lr: 1.000e-03, eta: 15:28:42, time: 0.281, data_time: 0.005, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8055, loss_cls: 1.6997, loss: 1.6997, grad_norm: 4.6164 2021-01-30 15:18:00,362 - mmaction - INFO - Epoch [70][3460/3757] lr: 1.000e-03, eta: 15:28:30, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8203, loss_cls: 1.6730, loss: 1.6730, grad_norm: 4.5452 2021-01-30 15:18:06,427 - mmaction - INFO - Epoch [70][3480/3757] lr: 1.000e-03, eta: 15:28:19, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8313, loss_cls: 1.6665, loss: 1.6665, grad_norm: 4.6288 2021-01-30 15:18:11,743 - mmaction - INFO - Epoch [70][3500/3757] lr: 1.000e-03, eta: 15:28:07, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8086, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.4759 2021-01-30 15:18:18,029 - mmaction - INFO - Epoch [70][3520/3757] lr: 1.000e-03, eta: 15:27:56, time: 0.315, data_time: 0.004, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8148, loss_cls: 1.6048, loss: 1.6048, grad_norm: 4.5255 2021-01-30 15:18:24,025 - mmaction - INFO - Epoch [70][3540/3757] lr: 1.000e-03, eta: 15:27:44, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8328, loss_cls: 1.5880, loss: 1.5880, grad_norm: 4.5601 2021-01-30 15:18:29,998 - mmaction - INFO - Epoch [70][3560/3757] lr: 1.000e-03, eta: 15:27:33, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8203, loss_cls: 1.6258, loss: 1.6258, grad_norm: 4.6107 2021-01-30 15:18:35,553 - mmaction - INFO - Epoch [70][3580/3757] lr: 1.000e-03, eta: 15:27:21, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.7765, loss: 1.7765, grad_norm: 4.8171 2021-01-30 15:18:41,327 - mmaction - INFO - Epoch [70][3600/3757] lr: 1.000e-03, eta: 15:27:09, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8055, loss_cls: 1.7343, loss: 1.7343, grad_norm: 4.6365 2021-01-30 15:18:47,511 - mmaction - INFO - Epoch [70][3620/3757] lr: 1.000e-03, eta: 15:26:58, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8141, loss_cls: 1.7112, loss: 1.7112, grad_norm: 4.5514 2021-01-30 15:18:53,646 - mmaction - INFO - Epoch [70][3640/3757] lr: 1.000e-03, eta: 15:26:46, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7556, loss: 1.7556, grad_norm: 4.5287 2021-01-30 15:18:59,470 - mmaction - INFO - Epoch [70][3660/3757] lr: 1.000e-03, eta: 15:26:35, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.6759, loss: 1.6759, grad_norm: 4.5190 2021-01-30 15:19:05,062 - mmaction - INFO - Epoch [70][3680/3757] lr: 1.000e-03, eta: 15:26:23, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.7069, loss: 1.7069, grad_norm: 4.6170 2021-01-30 15:19:11,107 - mmaction - INFO - Epoch [70][3700/3757] lr: 1.000e-03, eta: 15:26:12, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8117, loss_cls: 1.6596, loss: 1.6596, grad_norm: 4.4915 2021-01-30 15:19:16,587 - mmaction - INFO - Epoch [70][3720/3757] lr: 1.000e-03, eta: 15:26:00, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8305, loss_cls: 1.6309, loss: 1.6309, grad_norm: 4.5613 2021-01-30 15:19:22,915 - mmaction - INFO - Epoch [70][3740/3757] lr: 1.000e-03, eta: 15:25:49, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.7597, loss: 1.7597, grad_norm: 4.7393 2021-01-30 15:19:48,342 - mmaction - INFO - Saving checkpoint at 70 epochs 2021-01-30 15:31:34,526 - mmaction - INFO - Epoch [71][20/3757] lr: 1.000e-03, eta: 15:30:25, time: 35.251, data_time: 34.870, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8227, loss_cls: 1.6237, loss: 1.6237, grad_norm: 4.4491 2021-01-30 15:31:38,680 - mmaction - INFO - Epoch [71][40/3757] lr: 1.000e-03, eta: 15:30:12, time: 0.212, data_time: 0.007, memory: 3385, top1_acc: 0.5633, top5_acc: 0.7891, loss_cls: 1.7483, loss: 1.7483, grad_norm: 4.6617 2021-01-30 15:31:42,907 - mmaction - INFO - Epoch [71][60/3757] lr: 1.000e-03, eta: 15:30:00, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8047, loss_cls: 1.6744, loss: 1.6744, grad_norm: 4.5624 2021-01-30 15:31:47,120 - mmaction - INFO - Epoch [71][80/3757] lr: 1.000e-03, eta: 15:29:48, time: 0.211, data_time: 0.004, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8063, loss_cls: 1.7073, loss: 1.7073, grad_norm: 4.5972 2021-01-30 15:31:51,302 - mmaction - INFO - Epoch [71][100/3757] lr: 1.000e-03, eta: 15:29:35, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.7984, loss_cls: 1.7427, loss: 1.7427, grad_norm: 4.6015 2021-01-30 15:31:55,482 - mmaction - INFO - Epoch [71][120/3757] lr: 1.000e-03, eta: 15:29:23, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8078, loss_cls: 1.7388, loss: 1.7388, grad_norm: 4.6055 2021-01-30 15:31:59,712 - mmaction - INFO - Epoch [71][140/3757] lr: 1.000e-03, eta: 15:29:10, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8148, loss_cls: 1.7146, loss: 1.7146, grad_norm: 4.4861 2021-01-30 15:32:03,868 - mmaction - INFO - Epoch [71][160/3757] lr: 1.000e-03, eta: 15:28:58, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.4294 2021-01-30 15:32:08,181 - mmaction - INFO - Epoch [71][180/3757] lr: 1.000e-03, eta: 15:28:46, time: 0.216, data_time: 0.005, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8164, loss_cls: 1.6058, loss: 1.6058, grad_norm: 4.5250 2021-01-30 15:32:12,360 - mmaction - INFO - Epoch [71][200/3757] lr: 1.000e-03, eta: 15:28:33, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8117, loss_cls: 1.6706, loss: 1.6706, grad_norm: 4.6404 2021-01-30 15:32:16,649 - mmaction - INFO - Epoch [71][220/3757] lr: 1.000e-03, eta: 15:28:21, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8203, loss_cls: 1.6541, loss: 1.6541, grad_norm: 4.5633 2021-01-30 15:32:20,767 - mmaction - INFO - Epoch [71][240/3757] lr: 1.000e-03, eta: 15:28:09, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6078, loss: 1.6078, grad_norm: 4.5566 2021-01-30 15:32:24,937 - mmaction - INFO - Epoch [71][260/3757] lr: 1.000e-03, eta: 15:27:56, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8156, loss_cls: 1.6735, loss: 1.6735, grad_norm: 4.5957 2021-01-30 15:32:29,112 - mmaction - INFO - Epoch [71][280/3757] lr: 1.000e-03, eta: 15:27:44, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.5229 2021-01-30 15:32:33,408 - mmaction - INFO - Epoch [71][300/3757] lr: 1.000e-03, eta: 15:27:32, time: 0.215, data_time: 0.004, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8016, loss_cls: 1.7316, loss: 1.7316, grad_norm: 4.7438 2021-01-30 15:32:37,769 - mmaction - INFO - Epoch [71][320/3757] lr: 1.000e-03, eta: 15:27:20, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8094, loss_cls: 1.6689, loss: 1.6689, grad_norm: 4.5380 2021-01-30 15:32:42,205 - mmaction - INFO - Epoch [71][340/3757] lr: 1.000e-03, eta: 15:27:07, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8281, loss_cls: 1.5894, loss: 1.5894, grad_norm: 4.5078 2021-01-30 15:32:46,428 - mmaction - INFO - Epoch [71][360/3757] lr: 1.000e-03, eta: 15:26:55, time: 0.211, data_time: 0.000, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7945, loss_cls: 1.7742, loss: 1.7742, grad_norm: 4.6821 2021-01-30 15:32:50,716 - mmaction - INFO - Epoch [71][380/3757] lr: 1.000e-03, eta: 15:26:43, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8148, loss_cls: 1.7114, loss: 1.7114, grad_norm: 4.6361 2021-01-30 15:32:55,012 - mmaction - INFO - Epoch [71][400/3757] lr: 1.000e-03, eta: 15:26:30, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8234, loss_cls: 1.6416, loss: 1.6416, grad_norm: 4.5706 2021-01-30 15:32:59,345 - mmaction - INFO - Epoch [71][420/3757] lr: 1.000e-03, eta: 15:26:18, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.7296, loss: 1.7296, grad_norm: 4.6236 2021-01-30 15:33:03,736 - mmaction - INFO - Epoch [71][440/3757] lr: 1.000e-03, eta: 15:26:06, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.6227, loss: 1.6227, grad_norm: 4.4765 2021-01-30 15:33:08,194 - mmaction - INFO - Epoch [71][460/3757] lr: 1.000e-03, eta: 15:25:54, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.7109, loss: 1.7109, grad_norm: 4.5166 2021-01-30 15:33:12,665 - mmaction - INFO - Epoch [71][480/3757] lr: 1.000e-03, eta: 15:25:41, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8117, loss_cls: 1.6779, loss: 1.6779, grad_norm: 4.4867 2021-01-30 15:33:17,893 - mmaction - INFO - Epoch [71][500/3757] lr: 1.000e-03, eta: 15:25:30, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7207, loss: 1.7207, grad_norm: 4.5669 2021-01-30 15:33:23,005 - mmaction - INFO - Epoch [71][520/3757] lr: 1.000e-03, eta: 15:25:18, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.6875, loss: 1.6875, grad_norm: 4.4429 2021-01-30 15:33:27,394 - mmaction - INFO - Epoch [71][540/3757] lr: 1.000e-03, eta: 15:25:05, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.7008, loss: 1.7008, grad_norm: 4.7247 2021-01-30 15:33:32,404 - mmaction - INFO - Epoch [71][560/3757] lr: 1.000e-03, eta: 15:24:53, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8086, loss_cls: 1.7310, loss: 1.7310, grad_norm: 4.6322 2021-01-30 15:33:36,818 - mmaction - INFO - Epoch [71][580/3757] lr: 1.000e-03, eta: 15:24:41, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8070, loss_cls: 1.7394, loss: 1.7394, grad_norm: 4.5608 2021-01-30 15:33:42,067 - mmaction - INFO - Epoch [71][600/3757] lr: 1.000e-03, eta: 15:24:29, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8203, loss_cls: 1.6843, loss: 1.6843, grad_norm: 4.6602 2021-01-30 15:33:47,183 - mmaction - INFO - Epoch [71][620/3757] lr: 1.000e-03, eta: 15:24:17, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8211, loss_cls: 1.6252, loss: 1.6252, grad_norm: 4.5700 2021-01-30 15:33:53,076 - mmaction - INFO - Epoch [71][640/3757] lr: 1.000e-03, eta: 15:24:06, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8148, loss_cls: 1.6870, loss: 1.6870, grad_norm: 4.6539 2021-01-30 15:33:57,918 - mmaction - INFO - Epoch [71][660/3757] lr: 1.000e-03, eta: 15:23:54, time: 0.243, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8047, loss_cls: 1.7399, loss: 1.7399, grad_norm: 4.6595 2021-01-30 15:34:02,719 - mmaction - INFO - Epoch [71][680/3757] lr: 1.000e-03, eta: 15:23:42, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8203, loss_cls: 1.6510, loss: 1.6510, grad_norm: 4.4810 2021-01-30 15:34:07,321 - mmaction - INFO - Epoch [71][700/3757] lr: 1.000e-03, eta: 15:23:30, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7328, loss: 1.7328, grad_norm: 4.6648 2021-01-30 15:34:12,652 - mmaction - INFO - Epoch [71][720/3757] lr: 1.000e-03, eta: 15:23:18, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8172, loss_cls: 1.6370, loss: 1.6370, grad_norm: 4.4963 2021-01-30 15:34:18,121 - mmaction - INFO - Epoch [71][740/3757] lr: 1.000e-03, eta: 15:23:06, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7992, loss_cls: 1.7265, loss: 1.7265, grad_norm: 4.5441 2021-01-30 15:34:23,147 - mmaction - INFO - Epoch [71][760/3757] lr: 1.000e-03, eta: 15:22:54, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.7457, loss: 1.7457, grad_norm: 4.6805 2021-01-30 15:34:28,297 - mmaction - INFO - Epoch [71][780/3757] lr: 1.000e-03, eta: 15:22:42, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8211, loss_cls: 1.6660, loss: 1.6660, grad_norm: 4.5873 2021-01-30 15:34:33,588 - mmaction - INFO - Epoch [71][800/3757] lr: 1.000e-03, eta: 15:22:30, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8234, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.7294 2021-01-30 15:34:38,865 - mmaction - INFO - Epoch [71][820/3757] lr: 1.000e-03, eta: 15:22:18, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.6192, loss: 1.6192, grad_norm: 4.4972 2021-01-30 15:34:44,042 - mmaction - INFO - Epoch [71][840/3757] lr: 1.000e-03, eta: 15:22:06, time: 0.259, data_time: 0.003, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7424, loss: 1.7424, grad_norm: 4.6136 2021-01-30 15:34:49,942 - mmaction - INFO - Epoch [71][860/3757] lr: 1.000e-03, eta: 15:21:55, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7953, loss_cls: 1.7116, loss: 1.7116, grad_norm: 4.5735 2021-01-30 15:34:55,025 - mmaction - INFO - Epoch [71][880/3757] lr: 1.000e-03, eta: 15:21:43, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8242, loss_cls: 1.6815, loss: 1.6815, grad_norm: 4.7030 2021-01-30 15:35:00,409 - mmaction - INFO - Epoch [71][900/3757] lr: 1.000e-03, eta: 15:21:31, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8008, loss_cls: 1.7159, loss: 1.7159, grad_norm: 4.5747 2021-01-30 15:35:06,144 - mmaction - INFO - Epoch [71][920/3757] lr: 1.000e-03, eta: 15:21:20, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7992, loss_cls: 1.7277, loss: 1.7277, grad_norm: 4.6228 2021-01-30 15:35:11,945 - mmaction - INFO - Epoch [71][940/3757] lr: 1.000e-03, eta: 15:21:08, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8164, loss_cls: 1.6232, loss: 1.6232, grad_norm: 4.4579 2021-01-30 15:35:17,662 - mmaction - INFO - Epoch [71][960/3757] lr: 1.000e-03, eta: 15:20:56, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8375, loss_cls: 1.5234, loss: 1.5234, grad_norm: 4.4851 2021-01-30 15:35:23,555 - mmaction - INFO - Epoch [71][980/3757] lr: 1.000e-03, eta: 15:20:45, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8195, loss_cls: 1.6522, loss: 1.6522, grad_norm: 4.5234 2021-01-30 15:35:29,038 - mmaction - INFO - Epoch [71][1000/3757] lr: 1.000e-03, eta: 15:20:33, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8141, loss_cls: 1.6752, loss: 1.6752, grad_norm: 4.5632 2021-01-30 15:35:34,004 - mmaction - INFO - Epoch [71][1020/3757] lr: 1.000e-03, eta: 15:20:21, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.6990, loss: 1.6990, grad_norm: 4.6423 2021-01-30 15:35:38,841 - mmaction - INFO - Epoch [71][1040/3757] lr: 1.000e-03, eta: 15:20:09, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8445, loss_cls: 1.5833, loss: 1.5833, grad_norm: 4.4386 2021-01-30 15:35:44,577 - mmaction - INFO - Epoch [71][1060/3757] lr: 1.000e-03, eta: 15:19:57, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7867, loss_cls: 1.8059, loss: 1.8059, grad_norm: 4.6601 2021-01-30 15:35:49,995 - mmaction - INFO - Epoch [71][1080/3757] lr: 1.000e-03, eta: 15:19:45, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.6529, loss: 1.6529, grad_norm: 4.5644 2021-01-30 15:35:55,666 - mmaction - INFO - Epoch [71][1100/3757] lr: 1.000e-03, eta: 15:19:34, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8273, loss_cls: 1.6199, loss: 1.6199, grad_norm: 4.4550 2021-01-30 15:36:01,251 - mmaction - INFO - Epoch [71][1120/3757] lr: 1.000e-03, eta: 15:19:22, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.6877, loss: 1.6877, grad_norm: 4.5763 2021-01-30 15:36:07,072 - mmaction - INFO - Epoch [71][1140/3757] lr: 1.000e-03, eta: 15:19:11, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.6896, loss: 1.6896, grad_norm: 4.4812 2021-01-30 15:36:12,513 - mmaction - INFO - Epoch [71][1160/3757] lr: 1.000e-03, eta: 15:18:59, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8187, loss_cls: 1.6742, loss: 1.6742, grad_norm: 4.5582 2021-01-30 15:36:18,381 - mmaction - INFO - Epoch [71][1180/3757] lr: 1.000e-03, eta: 15:18:47, time: 0.294, data_time: 0.005, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8305, loss_cls: 1.5948, loss: 1.5948, grad_norm: 4.4788 2021-01-30 15:36:24,176 - mmaction - INFO - Epoch [71][1200/3757] lr: 1.000e-03, eta: 15:18:36, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8117, loss_cls: 1.6616, loss: 1.6616, grad_norm: 4.5960 2021-01-30 15:36:29,738 - mmaction - INFO - Epoch [71][1220/3757] lr: 1.000e-03, eta: 15:18:24, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8172, loss_cls: 1.6514, loss: 1.6514, grad_norm: 4.5550 2021-01-30 15:36:35,708 - mmaction - INFO - Epoch [71][1240/3757] lr: 1.000e-03, eta: 15:18:12, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8063, loss_cls: 1.6642, loss: 1.6642, grad_norm: 4.6301 2021-01-30 15:36:41,482 - mmaction - INFO - Epoch [71][1260/3757] lr: 1.000e-03, eta: 15:18:01, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8273, loss_cls: 1.6409, loss: 1.6409, grad_norm: 4.5564 2021-01-30 15:36:47,316 - mmaction - INFO - Epoch [71][1280/3757] lr: 1.000e-03, eta: 15:17:49, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.7309, loss: 1.7309, grad_norm: 4.6928 2021-01-30 15:36:53,414 - mmaction - INFO - Epoch [71][1300/3757] lr: 1.000e-03, eta: 15:17:38, time: 0.305, data_time: 0.007, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8242, loss_cls: 1.6564, loss: 1.6564, grad_norm: 4.6537 2021-01-30 15:36:58,770 - mmaction - INFO - Epoch [71][1320/3757] lr: 1.000e-03, eta: 15:17:26, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.7389, loss: 1.7389, grad_norm: 4.7782 2021-01-30 15:37:04,172 - mmaction - INFO - Epoch [71][1340/3757] lr: 1.000e-03, eta: 15:17:14, time: 0.269, data_time: 0.003, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.7312, loss: 1.7312, grad_norm: 4.5819 2021-01-30 15:37:09,805 - mmaction - INFO - Epoch [71][1360/3757] lr: 1.000e-03, eta: 15:17:02, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8172, loss_cls: 1.7035, loss: 1.7035, grad_norm: 4.5427 2021-01-30 15:37:16,108 - mmaction - INFO - Epoch [71][1380/3757] lr: 1.000e-03, eta: 15:16:51, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7412, loss: 1.7412, grad_norm: 4.5864 2021-01-30 15:37:21,872 - mmaction - INFO - Epoch [71][1400/3757] lr: 1.000e-03, eta: 15:16:39, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8078, loss_cls: 1.6779, loss: 1.6779, grad_norm: 4.4788 2021-01-30 15:37:28,267 - mmaction - INFO - Epoch [71][1420/3757] lr: 1.000e-03, eta: 15:16:28, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7969, loss_cls: 1.7824, loss: 1.7824, grad_norm: 4.7523 2021-01-30 15:37:33,883 - mmaction - INFO - Epoch [71][1440/3757] lr: 1.000e-03, eta: 15:16:16, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7977, loss_cls: 1.7747, loss: 1.7747, grad_norm: 4.6158 2021-01-30 15:37:39,767 - mmaction - INFO - Epoch [71][1460/3757] lr: 1.000e-03, eta: 15:16:05, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8195, loss_cls: 1.7259, loss: 1.7259, grad_norm: 4.5603 2021-01-30 15:37:45,805 - mmaction - INFO - Epoch [71][1480/3757] lr: 1.000e-03, eta: 15:15:53, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8141, loss_cls: 1.7046, loss: 1.7046, grad_norm: 4.6145 2021-01-30 15:37:51,768 - mmaction - INFO - Epoch [71][1500/3757] lr: 1.000e-03, eta: 15:15:42, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.6581, loss: 1.6581, grad_norm: 4.5340 2021-01-30 15:37:57,714 - mmaction - INFO - Epoch [71][1520/3757] lr: 1.000e-03, eta: 15:15:30, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8109, loss_cls: 1.6364, loss: 1.6364, grad_norm: 4.5130 2021-01-30 15:38:03,401 - mmaction - INFO - Epoch [71][1540/3757] lr: 1.000e-03, eta: 15:15:19, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7984, loss_cls: 1.7112, loss: 1.7112, grad_norm: 4.5854 2021-01-30 15:38:09,297 - mmaction - INFO - Epoch [71][1560/3757] lr: 1.000e-03, eta: 15:15:07, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7961, loss_cls: 1.7555, loss: 1.7555, grad_norm: 4.6733 2021-01-30 15:38:15,422 - mmaction - INFO - Epoch [71][1580/3757] lr: 1.000e-03, eta: 15:14:56, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.7348, loss: 1.7348, grad_norm: 4.5653 2021-01-30 15:38:20,976 - mmaction - INFO - Epoch [71][1600/3757] lr: 1.000e-03, eta: 15:14:44, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8008, loss_cls: 1.7311, loss: 1.7311, grad_norm: 4.5248 2021-01-30 15:38:26,618 - mmaction - INFO - Epoch [71][1620/3757] lr: 1.000e-03, eta: 15:14:32, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7421, loss: 1.7421, grad_norm: 4.6269 2021-01-30 15:38:32,291 - mmaction - INFO - Epoch [71][1640/3757] lr: 1.000e-03, eta: 15:14:21, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.7984, loss_cls: 1.7324, loss: 1.7324, grad_norm: 4.6436 2021-01-30 15:38:38,125 - mmaction - INFO - Epoch [71][1660/3757] lr: 1.000e-03, eta: 15:14:09, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8391, loss_cls: 1.6165, loss: 1.6165, grad_norm: 4.5443 2021-01-30 15:38:44,106 - mmaction - INFO - Epoch [71][1680/3757] lr: 1.000e-03, eta: 15:13:57, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8242, loss_cls: 1.6660, loss: 1.6660, grad_norm: 4.5843 2021-01-30 15:38:49,539 - mmaction - INFO - Epoch [71][1700/3757] lr: 1.000e-03, eta: 15:13:46, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7883, loss_cls: 1.8026, loss: 1.8026, grad_norm: 4.6356 2021-01-30 15:38:55,756 - mmaction - INFO - Epoch [71][1720/3757] lr: 1.000e-03, eta: 15:13:34, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.6187 2021-01-30 15:39:01,398 - mmaction - INFO - Epoch [71][1740/3757] lr: 1.000e-03, eta: 15:13:23, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8008, loss_cls: 1.7644, loss: 1.7644, grad_norm: 4.6964 2021-01-30 15:39:06,909 - mmaction - INFO - Epoch [71][1760/3757] lr: 1.000e-03, eta: 15:13:11, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8063, loss_cls: 1.8072, loss: 1.8072, grad_norm: 4.7190 2021-01-30 15:39:12,390 - mmaction - INFO - Epoch [71][1780/3757] lr: 1.000e-03, eta: 15:12:59, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8055, loss_cls: 1.7010, loss: 1.7010, grad_norm: 4.5920 2021-01-30 15:39:18,333 - mmaction - INFO - Epoch [71][1800/3757] lr: 1.000e-03, eta: 15:12:48, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8070, loss_cls: 1.6860, loss: 1.6860, grad_norm: 4.5400 2021-01-30 15:39:24,585 - mmaction - INFO - Epoch [71][1820/3757] lr: 1.000e-03, eta: 15:12:36, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5539, top5_acc: 0.7961, loss_cls: 1.7931, loss: 1.7931, grad_norm: 4.6014 2021-01-30 15:39:30,619 - mmaction - INFO - Epoch [71][1840/3757] lr: 1.000e-03, eta: 15:12:25, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8055, loss_cls: 1.7007, loss: 1.7007, grad_norm: 4.4882 2021-01-30 15:39:36,539 - mmaction - INFO - Epoch [71][1860/3757] lr: 1.000e-03, eta: 15:12:13, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7914, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.4277 2021-01-30 15:39:42,450 - mmaction - INFO - Epoch [71][1880/3757] lr: 1.000e-03, eta: 15:12:02, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8047, loss_cls: 1.7278, loss: 1.7278, grad_norm: 4.6111 2021-01-30 15:39:48,003 - mmaction - INFO - Epoch [71][1900/3757] lr: 1.000e-03, eta: 15:11:50, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7930, loss_cls: 1.8181, loss: 1.8181, grad_norm: 4.5861 2021-01-30 15:39:54,349 - mmaction - INFO - Epoch [71][1920/3757] lr: 1.000e-03, eta: 15:11:39, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8164, loss_cls: 1.6731, loss: 1.6731, grad_norm: 4.4758 2021-01-30 15:40:00,513 - mmaction - INFO - Epoch [71][1940/3757] lr: 1.000e-03, eta: 15:11:27, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.7508, loss: 1.7508, grad_norm: 4.6710 2021-01-30 15:40:06,223 - mmaction - INFO - Epoch [71][1960/3757] lr: 1.000e-03, eta: 15:11:16, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.7111, loss: 1.7111, grad_norm: 4.5996 2021-01-30 15:40:11,862 - mmaction - INFO - Epoch [71][1980/3757] lr: 1.000e-03, eta: 15:11:04, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8203, loss_cls: 1.6907, loss: 1.6907, grad_norm: 4.5123 2021-01-30 15:40:18,531 - mmaction - INFO - Epoch [71][2000/3757] lr: 1.000e-03, eta: 15:10:53, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8250, loss_cls: 1.6261, loss: 1.6261, grad_norm: 4.4826 2021-01-30 15:40:24,425 - mmaction - INFO - Epoch [71][2020/3757] lr: 1.000e-03, eta: 15:10:41, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.6954, loss: 1.6954, grad_norm: 4.5535 2021-01-30 15:40:30,183 - mmaction - INFO - Epoch [71][2040/3757] lr: 1.000e-03, eta: 15:10:30, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8219, loss_cls: 1.6596, loss: 1.6596, grad_norm: 4.5070 2021-01-30 15:40:36,260 - mmaction - INFO - Epoch [71][2060/3757] lr: 1.000e-03, eta: 15:10:18, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8195, loss_cls: 1.6704, loss: 1.6704, grad_norm: 4.5380 2021-01-30 15:40:42,382 - mmaction - INFO - Epoch [71][2080/3757] lr: 1.000e-03, eta: 15:10:07, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8219, loss_cls: 1.6767, loss: 1.6767, grad_norm: 4.5458 2021-01-30 15:40:48,792 - mmaction - INFO - Epoch [71][2100/3757] lr: 1.000e-03, eta: 15:09:56, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.6806, loss: 1.6806, grad_norm: 4.6454 2021-01-30 15:40:55,171 - mmaction - INFO - Epoch [71][2120/3757] lr: 1.000e-03, eta: 15:09:44, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6636, loss: 1.6636, grad_norm: 4.5251 2021-01-30 15:41:01,038 - mmaction - INFO - Epoch [71][2140/3757] lr: 1.000e-03, eta: 15:09:33, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.7094, loss: 1.7094, grad_norm: 4.6472 2021-01-30 15:41:06,694 - mmaction - INFO - Epoch [71][2160/3757] lr: 1.000e-03, eta: 15:09:21, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8039, loss_cls: 1.6937, loss: 1.6937, grad_norm: 4.5741 2021-01-30 15:41:12,460 - mmaction - INFO - Epoch [71][2180/3757] lr: 1.000e-03, eta: 15:09:09, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.6710, loss: 1.6710, grad_norm: 4.5486 2021-01-30 15:41:19,128 - mmaction - INFO - Epoch [71][2200/3757] lr: 1.000e-03, eta: 15:08:58, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8125, loss_cls: 1.6590, loss: 1.6590, grad_norm: 4.5154 2021-01-30 15:41:25,007 - mmaction - INFO - Epoch [71][2220/3757] lr: 1.000e-03, eta: 15:08:47, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8078, loss_cls: 1.7422, loss: 1.7422, grad_norm: 4.5854 2021-01-30 15:41:30,423 - mmaction - INFO - Epoch [71][2240/3757] lr: 1.000e-03, eta: 15:08:35, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8023, loss_cls: 1.7065, loss: 1.7065, grad_norm: 4.5207 2021-01-30 15:41:36,584 - mmaction - INFO - Epoch [71][2260/3757] lr: 1.000e-03, eta: 15:08:24, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8164, loss_cls: 1.6422, loss: 1.6422, grad_norm: 4.5449 2021-01-30 15:41:42,325 - mmaction - INFO - Epoch [71][2280/3757] lr: 1.000e-03, eta: 15:08:12, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.7328, loss: 1.7328, grad_norm: 4.5629 2021-01-30 15:41:47,878 - mmaction - INFO - Epoch [71][2300/3757] lr: 1.000e-03, eta: 15:08:00, time: 0.278, data_time: 0.000, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8195, loss_cls: 1.6469, loss: 1.6469, grad_norm: 4.5428 2021-01-30 15:41:54,400 - mmaction - INFO - Epoch [71][2320/3757] lr: 1.000e-03, eta: 15:07:49, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.7272, loss: 1.7272, grad_norm: 4.7062 2021-01-30 15:41:59,751 - mmaction - INFO - Epoch [71][2340/3757] lr: 1.000e-03, eta: 15:07:37, time: 0.268, data_time: 0.003, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7945, loss_cls: 1.8280, loss: 1.8280, grad_norm: 4.6932 2021-01-30 15:42:05,573 - mmaction - INFO - Epoch [71][2360/3757] lr: 1.000e-03, eta: 15:07:26, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8102, loss_cls: 1.6981, loss: 1.6981, grad_norm: 4.5807 2021-01-30 15:42:12,411 - mmaction - INFO - Epoch [71][2380/3757] lr: 1.000e-03, eta: 15:07:15, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.6807, loss: 1.6807, grad_norm: 4.6004 2021-01-30 15:42:17,939 - mmaction - INFO - Epoch [71][2400/3757] lr: 1.000e-03, eta: 15:07:03, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8078, loss_cls: 1.6499, loss: 1.6499, grad_norm: 4.6354 2021-01-30 15:42:24,095 - mmaction - INFO - Epoch [71][2420/3757] lr: 1.000e-03, eta: 15:06:52, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8047, loss_cls: 1.7027, loss: 1.7027, grad_norm: 4.7432 2021-01-30 15:42:29,699 - mmaction - INFO - Epoch [71][2440/3757] lr: 1.000e-03, eta: 15:06:40, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.5792, loss: 1.5792, grad_norm: 4.5244 2021-01-30 15:42:35,350 - mmaction - INFO - Epoch [71][2460/3757] lr: 1.000e-03, eta: 15:06:28, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8078, loss_cls: 1.7048, loss: 1.7048, grad_norm: 4.6664 2021-01-30 15:42:41,623 - mmaction - INFO - Epoch [71][2480/3757] lr: 1.000e-03, eta: 15:06:17, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8258, loss_cls: 1.6364, loss: 1.6364, grad_norm: 4.5422 2021-01-30 15:42:47,760 - mmaction - INFO - Epoch [71][2500/3757] lr: 1.000e-03, eta: 15:06:05, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.6212, loss: 1.6212, grad_norm: 4.4922 2021-01-30 15:42:54,020 - mmaction - INFO - Epoch [71][2520/3757] lr: 1.000e-03, eta: 15:05:54, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8211, loss_cls: 1.6252, loss: 1.6252, grad_norm: 4.5798 2021-01-30 15:43:00,131 - mmaction - INFO - Epoch [71][2540/3757] lr: 1.000e-03, eta: 15:05:43, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8055, loss_cls: 1.7121, loss: 1.7121, grad_norm: 4.6042 2021-01-30 15:43:06,010 - mmaction - INFO - Epoch [71][2560/3757] lr: 1.000e-03, eta: 15:05:31, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7812, loss_cls: 1.8360, loss: 1.8360, grad_norm: 4.6969 2021-01-30 15:43:12,099 - mmaction - INFO - Epoch [71][2580/3757] lr: 1.000e-03, eta: 15:05:20, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7169, loss: 1.7169, grad_norm: 4.5642 2021-01-30 15:43:17,832 - mmaction - INFO - Epoch [71][2600/3757] lr: 1.000e-03, eta: 15:05:08, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7984, loss_cls: 1.7851, loss: 1.7851, grad_norm: 4.5944 2021-01-30 15:43:23,858 - mmaction - INFO - Epoch [71][2620/3757] lr: 1.000e-03, eta: 15:04:57, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8078, loss_cls: 1.6944, loss: 1.6944, grad_norm: 4.5551 2021-01-30 15:43:29,774 - mmaction - INFO - Epoch [71][2640/3757] lr: 1.000e-03, eta: 15:04:45, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8063, loss_cls: 1.6943, loss: 1.6943, grad_norm: 4.5812 2021-01-30 15:43:35,465 - mmaction - INFO - Epoch [71][2660/3757] lr: 1.000e-03, eta: 15:04:34, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8047, loss_cls: 1.7553, loss: 1.7553, grad_norm: 4.6201 2021-01-30 15:43:41,269 - mmaction - INFO - Epoch [71][2680/3757] lr: 1.000e-03, eta: 15:04:22, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8008, loss_cls: 1.7498, loss: 1.7498, grad_norm: 4.5738 2021-01-30 15:43:47,596 - mmaction - INFO - Epoch [71][2700/3757] lr: 1.000e-03, eta: 15:04:11, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.7001, loss: 1.7001, grad_norm: 4.7082 2021-01-30 15:43:53,717 - mmaction - INFO - Epoch [71][2720/3757] lr: 1.000e-03, eta: 15:03:59, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8039, loss_cls: 1.6848, loss: 1.6848, grad_norm: 4.5029 2021-01-30 15:43:59,290 - mmaction - INFO - Epoch [71][2740/3757] lr: 1.000e-03, eta: 15:03:48, time: 0.279, data_time: 0.000, memory: 3385, top1_acc: 0.5656, top5_acc: 0.8055, loss_cls: 1.8128, loss: 1.8128, grad_norm: 4.6234 2021-01-30 15:44:05,347 - mmaction - INFO - Epoch [71][2760/3757] lr: 1.000e-03, eta: 15:03:36, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.6821, loss: 1.6821, grad_norm: 4.4971 2021-01-30 15:44:10,958 - mmaction - INFO - Epoch [71][2780/3757] lr: 1.000e-03, eta: 15:03:25, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.7875, loss_cls: 1.7874, loss: 1.7874, grad_norm: 4.6442 2021-01-30 15:44:16,715 - mmaction - INFO - Epoch [71][2800/3757] lr: 1.000e-03, eta: 15:03:13, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8078, loss_cls: 1.7019, loss: 1.7019, grad_norm: 4.6895 2021-01-30 15:44:22,248 - mmaction - INFO - Epoch [71][2820/3757] lr: 1.000e-03, eta: 15:03:01, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8109, loss_cls: 1.6689, loss: 1.6689, grad_norm: 4.5165 2021-01-30 15:44:27,922 - mmaction - INFO - Epoch [71][2840/3757] lr: 1.000e-03, eta: 15:02:50, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7984, loss_cls: 1.8423, loss: 1.8423, grad_norm: 4.6952 2021-01-30 15:44:33,896 - mmaction - INFO - Epoch [71][2860/3757] lr: 1.000e-03, eta: 15:02:38, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8109, loss_cls: 1.6653, loss: 1.6653, grad_norm: 4.5520 2021-01-30 15:44:40,560 - mmaction - INFO - Epoch [71][2880/3757] lr: 1.000e-03, eta: 15:02:27, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7867, loss_cls: 1.7560, loss: 1.7560, grad_norm: 4.6308 2021-01-30 15:44:47,171 - mmaction - INFO - Epoch [71][2900/3757] lr: 1.000e-03, eta: 15:02:16, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8234, loss_cls: 1.6801, loss: 1.6801, grad_norm: 4.5510 2021-01-30 15:44:52,926 - mmaction - INFO - Epoch [71][2920/3757] lr: 1.000e-03, eta: 15:02:04, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8102, loss_cls: 1.6749, loss: 1.6749, grad_norm: 4.6074 2021-01-30 15:44:58,467 - mmaction - INFO - Epoch [71][2940/3757] lr: 1.000e-03, eta: 15:01:53, time: 0.277, data_time: 0.004, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.5893, loss: 1.5893, grad_norm: 4.5033 2021-01-30 15:45:04,988 - mmaction - INFO - Epoch [71][2960/3757] lr: 1.000e-03, eta: 15:01:42, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8242, loss_cls: 1.7140, loss: 1.7140, grad_norm: 4.7795 2021-01-30 15:45:11,519 - mmaction - INFO - Epoch [71][2980/3757] lr: 1.000e-03, eta: 15:01:30, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7789, loss_cls: 1.8243, loss: 1.8243, grad_norm: 4.7253 2021-01-30 15:45:16,695 - mmaction - INFO - Epoch [71][3000/3757] lr: 1.000e-03, eta: 15:01:19, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8047, loss_cls: 1.7308, loss: 1.7308, grad_norm: 4.5813 2021-01-30 15:45:22,269 - mmaction - INFO - Epoch [71][3020/3757] lr: 1.000e-03, eta: 15:01:07, time: 0.278, data_time: 0.005, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.8037, loss: 1.8037, grad_norm: 4.5901 2021-01-30 15:45:28,906 - mmaction - INFO - Epoch [71][3040/3757] lr: 1.000e-03, eta: 15:00:56, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.6949, loss: 1.6949, grad_norm: 4.6050 2021-01-30 15:45:34,937 - mmaction - INFO - Epoch [71][3060/3757] lr: 1.000e-03, eta: 15:00:44, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8063, loss_cls: 1.7519, loss: 1.7519, grad_norm: 4.6713 2021-01-30 15:45:40,687 - mmaction - INFO - Epoch [71][3080/3757] lr: 1.000e-03, eta: 15:00:33, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.6732, loss: 1.6732, grad_norm: 4.5662 2021-01-30 15:45:46,802 - mmaction - INFO - Epoch [71][3100/3757] lr: 1.000e-03, eta: 15:00:21, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8055, loss_cls: 1.7238, loss: 1.7238, grad_norm: 4.6398 2021-01-30 15:45:52,392 - mmaction - INFO - Epoch [71][3120/3757] lr: 1.000e-03, eta: 15:00:10, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.6517, loss: 1.6517, grad_norm: 4.5073 2021-01-30 15:45:58,899 - mmaction - INFO - Epoch [71][3140/3757] lr: 1.000e-03, eta: 14:59:58, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8273, loss_cls: 1.6058, loss: 1.6058, grad_norm: 4.5574 2021-01-30 15:46:04,631 - mmaction - INFO - Epoch [71][3160/3757] lr: 1.000e-03, eta: 14:59:47, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8242, loss_cls: 1.6196, loss: 1.6196, grad_norm: 4.5945 2021-01-30 15:46:10,894 - mmaction - INFO - Epoch [71][3180/3757] lr: 1.000e-03, eta: 14:59:36, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8094, loss_cls: 1.6932, loss: 1.6932, grad_norm: 4.6658 2021-01-30 15:46:16,299 - mmaction - INFO - Epoch [71][3200/3757] lr: 1.000e-03, eta: 14:59:24, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.6981, loss: 1.6981, grad_norm: 4.6324 2021-01-30 15:46:22,180 - mmaction - INFO - Epoch [71][3220/3757] lr: 1.000e-03, eta: 14:59:12, time: 0.294, data_time: 0.000, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8078, loss_cls: 1.7137, loss: 1.7137, grad_norm: 4.5267 2021-01-30 15:46:28,094 - mmaction - INFO - Epoch [71][3240/3757] lr: 1.000e-03, eta: 14:59:01, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8266, loss_cls: 1.6603, loss: 1.6603, grad_norm: 4.5406 2021-01-30 15:46:34,357 - mmaction - INFO - Epoch [71][3260/3757] lr: 1.000e-03, eta: 14:58:50, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8109, loss_cls: 1.6924, loss: 1.6924, grad_norm: 4.6202 2021-01-30 15:46:39,916 - mmaction - INFO - Epoch [71][3280/3757] lr: 1.000e-03, eta: 14:58:38, time: 0.278, data_time: 0.005, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7945, loss_cls: 1.7560, loss: 1.7560, grad_norm: 4.6096 2021-01-30 15:46:45,307 - mmaction - INFO - Epoch [71][3300/3757] lr: 1.000e-03, eta: 14:58:26, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8172, loss_cls: 1.6439, loss: 1.6439, grad_norm: 4.5250 2021-01-30 15:46:51,896 - mmaction - INFO - Epoch [71][3320/3757] lr: 1.000e-03, eta: 14:58:15, time: 0.329, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.6775, loss: 1.6775, grad_norm: 4.4724 2021-01-30 15:46:57,460 - mmaction - INFO - Epoch [71][3340/3757] lr: 1.000e-03, eta: 14:58:04, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8008, loss_cls: 1.7892, loss: 1.7892, grad_norm: 4.6766 2021-01-30 15:47:03,504 - mmaction - INFO - Epoch [71][3360/3757] lr: 1.000e-03, eta: 14:57:52, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8117, loss_cls: 1.6946, loss: 1.6946, grad_norm: 4.5055 2021-01-30 15:47:10,152 - mmaction - INFO - Epoch [71][3380/3757] lr: 1.000e-03, eta: 14:57:41, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.6644, loss: 1.6644, grad_norm: 4.4732 2021-01-30 15:47:15,743 - mmaction - INFO - Epoch [71][3400/3757] lr: 1.000e-03, eta: 14:57:29, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.6883, loss: 1.6883, grad_norm: 4.6080 2021-01-30 15:47:21,697 - mmaction - INFO - Epoch [71][3420/3757] lr: 1.000e-03, eta: 14:57:18, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7828, loss_cls: 1.8534, loss: 1.8534, grad_norm: 4.7302 2021-01-30 15:47:27,656 - mmaction - INFO - Epoch [71][3440/3757] lr: 1.000e-03, eta: 14:57:06, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5610, loss: 1.5610, grad_norm: 4.3944 2021-01-30 15:47:33,787 - mmaction - INFO - Epoch [71][3460/3757] lr: 1.000e-03, eta: 14:56:55, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7992, loss_cls: 1.7363, loss: 1.7363, grad_norm: 4.6980 2021-01-30 15:47:39,353 - mmaction - INFO - Epoch [71][3480/3757] lr: 1.000e-03, eta: 14:56:43, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.6659, loss: 1.6659, grad_norm: 4.6546 2021-01-30 15:47:45,306 - mmaction - INFO - Epoch [71][3500/3757] lr: 1.000e-03, eta: 14:56:32, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.6576 2021-01-30 15:47:51,375 - mmaction - INFO - Epoch [71][3520/3757] lr: 1.000e-03, eta: 14:56:21, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7922, loss_cls: 1.8076, loss: 1.8076, grad_norm: 4.7826 2021-01-30 15:47:56,648 - mmaction - INFO - Epoch [71][3540/3757] lr: 1.000e-03, eta: 14:56:09, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8313, loss_cls: 1.6276, loss: 1.6276, grad_norm: 4.5022 2021-01-30 15:48:03,422 - mmaction - INFO - Epoch [71][3560/3757] lr: 1.000e-03, eta: 14:55:58, time: 0.339, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8297, loss_cls: 1.6476, loss: 1.6476, grad_norm: 4.6384 2021-01-30 15:48:08,954 - mmaction - INFO - Epoch [71][3580/3757] lr: 1.000e-03, eta: 14:55:46, time: 0.277, data_time: 0.004, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7953, loss_cls: 1.8413, loss: 1.8413, grad_norm: 4.7793 2021-01-30 15:48:14,356 - mmaction - INFO - Epoch [71][3600/3757] lr: 1.000e-03, eta: 14:55:34, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7876, loss: 1.7876, grad_norm: 4.7982 2021-01-30 15:48:20,185 - mmaction - INFO - Epoch [71][3620/3757] lr: 1.000e-03, eta: 14:55:23, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8242, loss_cls: 1.6726, loss: 1.6726, grad_norm: 4.5652 2021-01-30 15:48:26,149 - mmaction - INFO - Epoch [71][3640/3757] lr: 1.000e-03, eta: 14:55:12, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8180, loss_cls: 1.7515, loss: 1.7515, grad_norm: 4.6084 2021-01-30 15:48:32,447 - mmaction - INFO - Epoch [71][3660/3757] lr: 1.000e-03, eta: 14:55:00, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8164, loss_cls: 1.6265, loss: 1.6265, grad_norm: 4.5720 2021-01-30 15:48:38,956 - mmaction - INFO - Epoch [71][3680/3757] lr: 1.000e-03, eta: 14:54:49, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8039, loss_cls: 1.7191, loss: 1.7191, grad_norm: 4.5680 2021-01-30 15:48:44,088 - mmaction - INFO - Epoch [71][3700/3757] lr: 1.000e-03, eta: 14:54:37, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8063, loss_cls: 1.7140, loss: 1.7140, grad_norm: 4.6103 2021-01-30 15:48:49,022 - mmaction - INFO - Epoch [71][3720/3757] lr: 1.000e-03, eta: 14:54:25, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7552, loss: 1.7552, grad_norm: 4.6603 2021-01-30 15:48:54,639 - mmaction - INFO - Epoch [71][3740/3757] lr: 1.000e-03, eta: 14:54:14, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8172, loss_cls: 1.7007, loss: 1.7007, grad_norm: 4.5533 2021-01-30 15:49:18,008 - mmaction - INFO - Saving checkpoint at 71 epochs 2021-01-30 16:02:43,258 - mmaction - INFO - Epoch [72][20/3757] lr: 1.000e-03, eta: 14:59:17, time: 40.239, data_time: 39.772, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.6509, loss: 1.6509, grad_norm: 4.4670 2021-01-30 16:02:47,480 - mmaction - INFO - Epoch [72][40/3757] lr: 1.000e-03, eta: 14:59:05, time: 0.222, data_time: 0.013, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.6521, loss: 1.6521, grad_norm: 4.4834 2021-01-30 16:02:51,722 - mmaction - INFO - Epoch [72][60/3757] lr: 1.000e-03, eta: 14:58:52, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8164, loss_cls: 1.6936, loss: 1.6936, grad_norm: 4.6725 2021-01-30 16:02:56,012 - mmaction - INFO - Epoch [72][80/3757] lr: 1.000e-03, eta: 14:58:40, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8383, loss_cls: 1.6092, loss: 1.6092, grad_norm: 4.4542 2021-01-30 16:03:00,203 - mmaction - INFO - Epoch [72][100/3757] lr: 1.000e-03, eta: 14:58:28, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.6958, loss: 1.6958, grad_norm: 4.6914 2021-01-30 16:03:04,407 - mmaction - INFO - Epoch [72][120/3757] lr: 1.000e-03, eta: 14:58:16, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8164, loss_cls: 1.6285, loss: 1.6285, grad_norm: 4.4946 2021-01-30 16:03:08,710 - mmaction - INFO - Epoch [72][140/3757] lr: 1.000e-03, eta: 14:58:04, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6633, loss: 1.6633, grad_norm: 4.5998 2021-01-30 16:03:12,903 - mmaction - INFO - Epoch [72][160/3757] lr: 1.000e-03, eta: 14:57:51, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8039, loss_cls: 1.7148, loss: 1.7148, grad_norm: 4.5079 2021-01-30 16:03:17,192 - mmaction - INFO - Epoch [72][180/3757] lr: 1.000e-03, eta: 14:57:39, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8305, loss_cls: 1.6063, loss: 1.6063, grad_norm: 4.5901 2021-01-30 16:03:21,379 - mmaction - INFO - Epoch [72][200/3757] lr: 1.000e-03, eta: 14:57:27, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7937, loss_cls: 1.8386, loss: 1.8386, grad_norm: 4.7941 2021-01-30 16:03:25,534 - mmaction - INFO - Epoch [72][220/3757] lr: 1.000e-03, eta: 14:57:15, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7922, loss_cls: 1.8117, loss: 1.8117, grad_norm: 4.7329 2021-01-30 16:03:29,729 - mmaction - INFO - Epoch [72][240/3757] lr: 1.000e-03, eta: 14:57:02, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8203, loss_cls: 1.6156, loss: 1.6156, grad_norm: 4.3321 2021-01-30 16:03:33,913 - mmaction - INFO - Epoch [72][260/3757] lr: 1.000e-03, eta: 14:56:50, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7552, loss: 1.7552, grad_norm: 4.6546 2021-01-30 16:03:38,253 - mmaction - INFO - Epoch [72][280/3757] lr: 1.000e-03, eta: 14:56:38, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.7262, loss: 1.7262, grad_norm: 4.6653 2021-01-30 16:03:42,561 - mmaction - INFO - Epoch [72][300/3757] lr: 1.000e-03, eta: 14:56:26, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7446, loss: 1.7446, grad_norm: 4.7000 2021-01-30 16:03:46,842 - mmaction - INFO - Epoch [72][320/3757] lr: 1.000e-03, eta: 14:56:14, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8102, loss_cls: 1.7195, loss: 1.7195, grad_norm: 4.5943 2021-01-30 16:03:51,205 - mmaction - INFO - Epoch [72][340/3757] lr: 1.000e-03, eta: 14:56:02, time: 0.218, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8031, loss_cls: 1.7245, loss: 1.7245, grad_norm: 4.5768 2021-01-30 16:03:55,393 - mmaction - INFO - Epoch [72][360/3757] lr: 1.000e-03, eta: 14:55:49, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8023, loss_cls: 1.7124, loss: 1.7124, grad_norm: 4.7314 2021-01-30 16:03:59,866 - mmaction - INFO - Epoch [72][380/3757] lr: 1.000e-03, eta: 14:55:37, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7922, loss_cls: 1.7977, loss: 1.7977, grad_norm: 4.6564 2021-01-30 16:04:04,106 - mmaction - INFO - Epoch [72][400/3757] lr: 1.000e-03, eta: 14:55:25, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8250, loss_cls: 1.6513, loss: 1.6513, grad_norm: 4.6180 2021-01-30 16:04:08,997 - mmaction - INFO - Epoch [72][420/3757] lr: 1.000e-03, eta: 14:55:13, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7914, loss_cls: 1.8223, loss: 1.8223, grad_norm: 4.7276 2021-01-30 16:04:13,308 - mmaction - INFO - Epoch [72][440/3757] lr: 1.000e-03, eta: 14:55:01, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8055, loss_cls: 1.7366, loss: 1.7366, grad_norm: 4.7478 2021-01-30 16:04:17,803 - mmaction - INFO - Epoch [72][460/3757] lr: 1.000e-03, eta: 14:54:49, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8016, loss_cls: 1.7023, loss: 1.7023, grad_norm: 4.5435 2021-01-30 16:04:22,328 - mmaction - INFO - Epoch [72][480/3757] lr: 1.000e-03, eta: 14:54:37, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7914, loss_cls: 1.7951, loss: 1.7951, grad_norm: 4.6641 2021-01-30 16:04:26,790 - mmaction - INFO - Epoch [72][500/3757] lr: 1.000e-03, eta: 14:54:25, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8203, loss_cls: 1.6785, loss: 1.6785, grad_norm: 4.4959 2021-01-30 16:04:31,328 - mmaction - INFO - Epoch [72][520/3757] lr: 1.000e-03, eta: 14:54:13, time: 0.227, data_time: 0.004, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7914, loss_cls: 1.8487, loss: 1.8487, grad_norm: 4.8004 2021-01-30 16:04:36,408 - mmaction - INFO - Epoch [72][540/3757] lr: 1.000e-03, eta: 14:54:01, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7992, loss_cls: 1.7689, loss: 1.7689, grad_norm: 4.6855 2021-01-30 16:04:40,853 - mmaction - INFO - Epoch [72][560/3757] lr: 1.000e-03, eta: 14:53:49, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.6320, top5_acc: 0.8367, loss_cls: 1.5246, loss: 1.5246, grad_norm: 4.4058 2021-01-30 16:04:45,391 - mmaction - INFO - Epoch [72][580/3757] lr: 1.000e-03, eta: 14:53:37, time: 0.227, data_time: 0.004, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8156, loss_cls: 1.6252, loss: 1.6252, grad_norm: 4.4288 2021-01-30 16:04:50,318 - mmaction - INFO - Epoch [72][600/3757] lr: 1.000e-03, eta: 14:53:25, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8109, loss_cls: 1.7188, loss: 1.7188, grad_norm: 4.6757 2021-01-30 16:04:55,031 - mmaction - INFO - Epoch [72][620/3757] lr: 1.000e-03, eta: 14:53:13, time: 0.234, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8172, loss_cls: 1.6049, loss: 1.6049, grad_norm: 4.3472 2021-01-30 16:04:59,658 - mmaction - INFO - Epoch [72][640/3757] lr: 1.000e-03, eta: 14:53:01, time: 0.232, data_time: 0.004, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8164, loss_cls: 1.6704, loss: 1.6704, grad_norm: 4.6040 2021-01-30 16:05:04,704 - mmaction - INFO - Epoch [72][660/3757] lr: 1.000e-03, eta: 14:52:49, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8172, loss_cls: 1.6726, loss: 1.6726, grad_norm: 4.6640 2021-01-30 16:05:10,120 - mmaction - INFO - Epoch [72][680/3757] lr: 1.000e-03, eta: 14:52:37, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8102, loss_cls: 1.7873, loss: 1.7873, grad_norm: 4.7494 2021-01-30 16:05:15,595 - mmaction - INFO - Epoch [72][700/3757] lr: 1.000e-03, eta: 14:52:25, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8211, loss_cls: 1.6684, loss: 1.6684, grad_norm: 4.5187 2021-01-30 16:05:21,452 - mmaction - INFO - Epoch [72][720/3757] lr: 1.000e-03, eta: 14:52:14, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8172, loss_cls: 1.7039, loss: 1.7039, grad_norm: 4.4405 2021-01-30 16:05:26,902 - mmaction - INFO - Epoch [72][740/3757] lr: 1.000e-03, eta: 14:52:02, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7977, loss_cls: 1.7385, loss: 1.7385, grad_norm: 4.6409 2021-01-30 16:05:31,560 - mmaction - INFO - Epoch [72][760/3757] lr: 1.000e-03, eta: 14:51:50, time: 0.233, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8016, loss_cls: 1.7040, loss: 1.7040, grad_norm: 4.5590 2021-01-30 16:05:37,170 - mmaction - INFO - Epoch [72][780/3757] lr: 1.000e-03, eta: 14:51:39, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7277, loss: 1.7277, grad_norm: 4.5751 2021-01-30 16:05:42,915 - mmaction - INFO - Epoch [72][800/3757] lr: 1.000e-03, eta: 14:51:27, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.7431, loss: 1.7431, grad_norm: 4.7175 2021-01-30 16:05:48,395 - mmaction - INFO - Epoch [72][820/3757] lr: 1.000e-03, eta: 14:51:15, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6438, loss: 1.6438, grad_norm: 4.5026 2021-01-30 16:05:54,065 - mmaction - INFO - Epoch [72][840/3757] lr: 1.000e-03, eta: 14:51:04, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8117, loss_cls: 1.7020, loss: 1.7020, grad_norm: 4.5993 2021-01-30 16:05:59,265 - mmaction - INFO - Epoch [72][860/3757] lr: 1.000e-03, eta: 14:50:52, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.6742, loss: 1.6742, grad_norm: 4.5574 2021-01-30 16:06:04,829 - mmaction - INFO - Epoch [72][880/3757] lr: 1.000e-03, eta: 14:50:40, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8102, loss_cls: 1.7049, loss: 1.7049, grad_norm: 4.6832 2021-01-30 16:06:10,515 - mmaction - INFO - Epoch [72][900/3757] lr: 1.000e-03, eta: 14:50:29, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8125, loss_cls: 1.7015, loss: 1.7015, grad_norm: 4.6127 2021-01-30 16:06:15,617 - mmaction - INFO - Epoch [72][920/3757] lr: 1.000e-03, eta: 14:50:17, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8086, loss_cls: 1.6991, loss: 1.6991, grad_norm: 4.6211 2021-01-30 16:06:21,001 - mmaction - INFO - Epoch [72][940/3757] lr: 1.000e-03, eta: 14:50:05, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.6261 2021-01-30 16:06:26,259 - mmaction - INFO - Epoch [72][960/3757] lr: 1.000e-03, eta: 14:49:53, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.6420, loss: 1.6420, grad_norm: 4.4706 2021-01-30 16:06:31,851 - mmaction - INFO - Epoch [72][980/3757] lr: 1.000e-03, eta: 14:49:42, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8164, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.5773 2021-01-30 16:06:37,594 - mmaction - INFO - Epoch [72][1000/3757] lr: 1.000e-03, eta: 14:49:30, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8000, loss_cls: 1.7638, loss: 1.7638, grad_norm: 4.6305 2021-01-30 16:06:42,917 - mmaction - INFO - Epoch [72][1020/3757] lr: 1.000e-03, eta: 14:49:18, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7922, loss_cls: 1.7425, loss: 1.7425, grad_norm: 4.6759 2021-01-30 16:06:48,822 - mmaction - INFO - Epoch [72][1040/3757] lr: 1.000e-03, eta: 14:49:07, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8266, loss_cls: 1.6221, loss: 1.6221, grad_norm: 4.5341 2021-01-30 16:06:54,174 - mmaction - INFO - Epoch [72][1060/3757] lr: 1.000e-03, eta: 14:48:55, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8258, loss_cls: 1.6147, loss: 1.6147, grad_norm: 4.5395 2021-01-30 16:07:00,063 - mmaction - INFO - Epoch [72][1080/3757] lr: 1.000e-03, eta: 14:48:44, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7922, loss_cls: 1.7882, loss: 1.7882, grad_norm: 4.5834 2021-01-30 16:07:05,344 - mmaction - INFO - Epoch [72][1100/3757] lr: 1.000e-03, eta: 14:48:32, time: 0.264, data_time: 0.006, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8156, loss_cls: 1.6485, loss: 1.6485, grad_norm: 4.6031 2021-01-30 16:07:10,730 - mmaction - INFO - Epoch [72][1120/3757] lr: 1.000e-03, eta: 14:48:20, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8164, loss_cls: 1.6809, loss: 1.6809, grad_norm: 4.6360 2021-01-30 16:07:16,466 - mmaction - INFO - Epoch [72][1140/3757] lr: 1.000e-03, eta: 14:48:09, time: 0.287, data_time: 0.005, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.7054, loss: 1.7054, grad_norm: 4.5615 2021-01-30 16:07:21,943 - mmaction - INFO - Epoch [72][1160/3757] lr: 1.000e-03, eta: 14:47:57, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8359, loss_cls: 1.6058, loss: 1.6058, grad_norm: 4.4789 2021-01-30 16:07:27,661 - mmaction - INFO - Epoch [72][1180/3757] lr: 1.000e-03, eta: 14:47:46, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6626, loss: 1.6626, grad_norm: 4.5448 2021-01-30 16:07:33,885 - mmaction - INFO - Epoch [72][1200/3757] lr: 1.000e-03, eta: 14:47:34, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8109, loss_cls: 1.6872, loss: 1.6872, grad_norm: 4.5822 2021-01-30 16:07:39,129 - mmaction - INFO - Epoch [72][1220/3757] lr: 1.000e-03, eta: 14:47:22, time: 0.262, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7330, loss: 1.7330, grad_norm: 4.6049 2021-01-30 16:07:44,644 - mmaction - INFO - Epoch [72][1240/3757] lr: 1.000e-03, eta: 14:47:11, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8047, loss_cls: 1.7616, loss: 1.7616, grad_norm: 4.6766 2021-01-30 16:07:50,656 - mmaction - INFO - Epoch [72][1260/3757] lr: 1.000e-03, eta: 14:46:59, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.6508, loss: 1.6508, grad_norm: 4.4978 2021-01-30 16:07:55,691 - mmaction - INFO - Epoch [72][1280/3757] lr: 1.000e-03, eta: 14:46:48, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8234, loss_cls: 1.7150, loss: 1.7150, grad_norm: 4.6068 2021-01-30 16:08:01,503 - mmaction - INFO - Epoch [72][1300/3757] lr: 1.000e-03, eta: 14:46:36, time: 0.293, data_time: 0.005, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8125, loss_cls: 1.7014, loss: 1.7014, grad_norm: 4.5634 2021-01-30 16:08:07,299 - mmaction - INFO - Epoch [72][1320/3757] lr: 1.000e-03, eta: 14:46:24, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8242, loss_cls: 1.7058, loss: 1.7058, grad_norm: 4.6014 2021-01-30 16:08:13,581 - mmaction - INFO - Epoch [72][1340/3757] lr: 1.000e-03, eta: 14:46:13, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8055, loss_cls: 1.7450, loss: 1.7450, grad_norm: 4.6350 2021-01-30 16:08:19,151 - mmaction - INFO - Epoch [72][1360/3757] lr: 1.000e-03, eta: 14:46:02, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.7619, loss: 1.7619, grad_norm: 4.5778 2021-01-30 16:08:24,925 - mmaction - INFO - Epoch [72][1380/3757] lr: 1.000e-03, eta: 14:45:50, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.7131, loss: 1.7131, grad_norm: 4.6259 2021-01-30 16:08:30,361 - mmaction - INFO - Epoch [72][1400/3757] lr: 1.000e-03, eta: 14:45:38, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8305, loss_cls: 1.6446, loss: 1.6446, grad_norm: 4.5993 2021-01-30 16:08:36,133 - mmaction - INFO - Epoch [72][1420/3757] lr: 1.000e-03, eta: 14:45:27, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8172, loss_cls: 1.6467, loss: 1.6467, grad_norm: 4.5361 2021-01-30 16:08:41,763 - mmaction - INFO - Epoch [72][1440/3757] lr: 1.000e-03, eta: 14:45:15, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8102, loss_cls: 1.6867, loss: 1.6867, grad_norm: 4.4653 2021-01-30 16:08:47,855 - mmaction - INFO - Epoch [72][1460/3757] lr: 1.000e-03, eta: 14:45:04, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.6724, loss: 1.6724, grad_norm: 4.5424 2021-01-30 16:08:53,974 - mmaction - INFO - Epoch [72][1480/3757] lr: 1.000e-03, eta: 14:44:52, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8141, loss_cls: 1.7147, loss: 1.7147, grad_norm: 4.7704 2021-01-30 16:09:00,589 - mmaction - INFO - Epoch [72][1500/3757] lr: 1.000e-03, eta: 14:44:41, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8227, loss_cls: 1.6933, loss: 1.6933, grad_norm: 4.7254 2021-01-30 16:09:05,862 - mmaction - INFO - Epoch [72][1520/3757] lr: 1.000e-03, eta: 14:44:30, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8078, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.6295 2021-01-30 16:09:11,521 - mmaction - INFO - Epoch [72][1540/3757] lr: 1.000e-03, eta: 14:44:18, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8211, loss_cls: 1.5780, loss: 1.5780, grad_norm: 4.4828 2021-01-30 16:09:17,156 - mmaction - INFO - Epoch [72][1560/3757] lr: 1.000e-03, eta: 14:44:06, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.7836, loss: 1.7836, grad_norm: 4.7861 2021-01-30 16:09:23,097 - mmaction - INFO - Epoch [72][1580/3757] lr: 1.000e-03, eta: 14:43:55, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8156, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.5794 2021-01-30 16:09:28,980 - mmaction - INFO - Epoch [72][1600/3757] lr: 1.000e-03, eta: 14:43:43, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.6352, loss: 1.6352, grad_norm: 4.4176 2021-01-30 16:09:35,336 - mmaction - INFO - Epoch [72][1620/3757] lr: 1.000e-03, eta: 14:43:32, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8133, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.6424 2021-01-30 16:09:40,992 - mmaction - INFO - Epoch [72][1640/3757] lr: 1.000e-03, eta: 14:43:21, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6630, loss: 1.6630, grad_norm: 4.6160 2021-01-30 16:09:46,676 - mmaction - INFO - Epoch [72][1660/3757] lr: 1.000e-03, eta: 14:43:09, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6091, loss: 1.6091, grad_norm: 4.5520 2021-01-30 16:09:51,683 - mmaction - INFO - Epoch [72][1680/3757] lr: 1.000e-03, eta: 14:42:57, time: 0.250, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.7476, loss: 1.7476, grad_norm: 4.7548 2021-01-30 16:09:57,370 - mmaction - INFO - Epoch [72][1700/3757] lr: 1.000e-03, eta: 14:42:46, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.6156, loss: 1.6156, grad_norm: 4.5064 2021-01-30 16:10:03,103 - mmaction - INFO - Epoch [72][1720/3757] lr: 1.000e-03, eta: 14:42:34, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8109, loss_cls: 1.7566, loss: 1.7566, grad_norm: 4.6632 2021-01-30 16:10:09,043 - mmaction - INFO - Epoch [72][1740/3757] lr: 1.000e-03, eta: 14:42:23, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8164, loss_cls: 1.6414, loss: 1.6414, grad_norm: 4.5454 2021-01-30 16:10:15,041 - mmaction - INFO - Epoch [72][1760/3757] lr: 1.000e-03, eta: 14:42:11, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8211, loss_cls: 1.5947, loss: 1.5947, grad_norm: 4.4945 2021-01-30 16:10:20,743 - mmaction - INFO - Epoch [72][1780/3757] lr: 1.000e-03, eta: 14:42:00, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8023, loss_cls: 1.6726, loss: 1.6726, grad_norm: 4.5790 2021-01-30 16:10:26,205 - mmaction - INFO - Epoch [72][1800/3757] lr: 1.000e-03, eta: 14:41:48, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7570, loss: 1.7570, grad_norm: 4.6106 2021-01-30 16:10:31,959 - mmaction - INFO - Epoch [72][1820/3757] lr: 1.000e-03, eta: 14:41:37, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.7075, loss: 1.7075, grad_norm: 4.5670 2021-01-30 16:10:38,251 - mmaction - INFO - Epoch [72][1840/3757] lr: 1.000e-03, eta: 14:41:25, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8164, loss_cls: 1.6745, loss: 1.6745, grad_norm: 4.6829 2021-01-30 16:10:44,377 - mmaction - INFO - Epoch [72][1860/3757] lr: 1.000e-03, eta: 14:41:14, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8266, loss_cls: 1.6209, loss: 1.6209, grad_norm: 4.5858 2021-01-30 16:10:49,970 - mmaction - INFO - Epoch [72][1880/3757] lr: 1.000e-03, eta: 14:41:02, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8172, loss_cls: 1.6775, loss: 1.6775, grad_norm: 4.5859 2021-01-30 16:10:55,207 - mmaction - INFO - Epoch [72][1900/3757] lr: 1.000e-03, eta: 14:40:51, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8047, loss_cls: 1.7237, loss: 1.7237, grad_norm: 4.5202 2021-01-30 16:11:00,975 - mmaction - INFO - Epoch [72][1920/3757] lr: 1.000e-03, eta: 14:40:39, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8109, loss_cls: 1.6736, loss: 1.6736, grad_norm: 4.5078 2021-01-30 16:11:06,791 - mmaction - INFO - Epoch [72][1940/3757] lr: 1.000e-03, eta: 14:40:28, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8094, loss_cls: 1.7231, loss: 1.7231, grad_norm: 4.7169 2021-01-30 16:11:12,480 - mmaction - INFO - Epoch [72][1960/3757] lr: 1.000e-03, eta: 14:40:16, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.6407 2021-01-30 16:11:18,210 - mmaction - INFO - Epoch [72][1980/3757] lr: 1.000e-03, eta: 14:40:05, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7828, loss_cls: 1.8070, loss: 1.8070, grad_norm: 4.7176 2021-01-30 16:11:23,832 - mmaction - INFO - Epoch [72][2000/3757] lr: 1.000e-03, eta: 14:39:53, time: 0.281, data_time: 0.000, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8023, loss_cls: 1.7401, loss: 1.7401, grad_norm: 4.5012 2021-01-30 16:11:29,724 - mmaction - INFO - Epoch [72][2020/3757] lr: 1.000e-03, eta: 14:39:42, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8305, loss_cls: 1.6066, loss: 1.6066, grad_norm: 4.5450 2021-01-30 16:11:35,893 - mmaction - INFO - Epoch [72][2040/3757] lr: 1.000e-03, eta: 14:39:30, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8242, loss_cls: 1.6529, loss: 1.6529, grad_norm: 4.5403 2021-01-30 16:11:41,671 - mmaction - INFO - Epoch [72][2060/3757] lr: 1.000e-03, eta: 14:39:19, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8133, loss_cls: 1.7265, loss: 1.7265, grad_norm: 4.7618 2021-01-30 16:11:47,699 - mmaction - INFO - Epoch [72][2080/3757] lr: 1.000e-03, eta: 14:39:07, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7836, loss_cls: 1.7982, loss: 1.7982, grad_norm: 4.7694 2021-01-30 16:11:52,990 - mmaction - INFO - Epoch [72][2100/3757] lr: 1.000e-03, eta: 14:38:56, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8031, loss_cls: 1.7462, loss: 1.7462, grad_norm: 4.5547 2021-01-30 16:11:58,776 - mmaction - INFO - Epoch [72][2120/3757] lr: 1.000e-03, eta: 14:38:44, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7984, loss_cls: 1.8099, loss: 1.8099, grad_norm: 4.5875 2021-01-30 16:12:04,647 - mmaction - INFO - Epoch [72][2140/3757] lr: 1.000e-03, eta: 14:38:33, time: 0.296, data_time: 0.006, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8203, loss_cls: 1.6918, loss: 1.6918, grad_norm: 4.5914 2021-01-30 16:12:10,825 - mmaction - INFO - Epoch [72][2160/3757] lr: 1.000e-03, eta: 14:38:21, time: 0.308, data_time: 0.000, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8133, loss_cls: 1.6437, loss: 1.6437, grad_norm: 4.4424 2021-01-30 16:12:16,934 - mmaction - INFO - Epoch [72][2180/3757] lr: 1.000e-03, eta: 14:38:10, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.7041, loss: 1.7041, grad_norm: 4.6757 2021-01-30 16:12:22,712 - mmaction - INFO - Epoch [72][2200/3757] lr: 1.000e-03, eta: 14:37:58, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8102, loss_cls: 1.7214, loss: 1.7214, grad_norm: 4.6252 2021-01-30 16:12:28,696 - mmaction - INFO - Epoch [72][2220/3757] lr: 1.000e-03, eta: 14:37:47, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8023, loss_cls: 1.7216, loss: 1.7216, grad_norm: 4.6632 2021-01-30 16:12:34,215 - mmaction - INFO - Epoch [72][2240/3757] lr: 1.000e-03, eta: 14:37:35, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8023, loss_cls: 1.7759, loss: 1.7759, grad_norm: 4.5171 2021-01-30 16:12:40,095 - mmaction - INFO - Epoch [72][2260/3757] lr: 1.000e-03, eta: 14:37:24, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6662, loss: 1.6662, grad_norm: 4.6137 2021-01-30 16:12:45,801 - mmaction - INFO - Epoch [72][2280/3757] lr: 1.000e-03, eta: 14:37:12, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.7977, loss_cls: 1.7173, loss: 1.7173, grad_norm: 4.5440 2021-01-30 16:12:51,371 - mmaction - INFO - Epoch [72][2300/3757] lr: 1.000e-03, eta: 14:37:01, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.7233, loss: 1.7233, grad_norm: 4.5697 2021-01-30 16:12:56,873 - mmaction - INFO - Epoch [72][2320/3757] lr: 1.000e-03, eta: 14:36:49, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8250, loss_cls: 1.6205, loss: 1.6205, grad_norm: 4.3808 2021-01-30 16:13:02,308 - mmaction - INFO - Epoch [72][2340/3757] lr: 1.000e-03, eta: 14:36:38, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8172, loss_cls: 1.6695, loss: 1.6695, grad_norm: 4.5758 2021-01-30 16:13:08,230 - mmaction - INFO - Epoch [72][2360/3757] lr: 1.000e-03, eta: 14:36:26, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.7961, loss_cls: 1.7211, loss: 1.7211, grad_norm: 4.5064 2021-01-30 16:13:14,414 - mmaction - INFO - Epoch [72][2380/3757] lr: 1.000e-03, eta: 14:36:15, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8281, loss_cls: 1.6491, loss: 1.6491, grad_norm: 4.5246 2021-01-30 16:13:20,064 - mmaction - INFO - Epoch [72][2400/3757] lr: 1.000e-03, eta: 14:36:03, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.7557, loss: 1.7557, grad_norm: 4.6892 2021-01-30 16:13:25,803 - mmaction - INFO - Epoch [72][2420/3757] lr: 1.000e-03, eta: 14:35:52, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.7138, loss: 1.7138, grad_norm: 4.6516 2021-01-30 16:13:31,535 - mmaction - INFO - Epoch [72][2440/3757] lr: 1.000e-03, eta: 14:35:40, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.8078, loss_cls: 1.8099, loss: 1.8099, grad_norm: 4.8144 2021-01-30 16:13:36,877 - mmaction - INFO - Epoch [72][2460/3757] lr: 1.000e-03, eta: 14:35:29, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8258, loss_cls: 1.5593, loss: 1.5593, grad_norm: 4.4191 2021-01-30 16:13:42,938 - mmaction - INFO - Epoch [72][2480/3757] lr: 1.000e-03, eta: 14:35:17, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6424, loss: 1.6424, grad_norm: 4.6534 2021-01-30 16:13:49,127 - mmaction - INFO - Epoch [72][2500/3757] lr: 1.000e-03, eta: 14:35:06, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7922, loss_cls: 1.8217, loss: 1.8217, grad_norm: 4.7990 2021-01-30 16:13:54,939 - mmaction - INFO - Epoch [72][2520/3757] lr: 1.000e-03, eta: 14:34:55, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.5434 2021-01-30 16:14:00,464 - mmaction - INFO - Epoch [72][2540/3757] lr: 1.000e-03, eta: 14:34:43, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8070, loss_cls: 1.7210, loss: 1.7210, grad_norm: 4.5905 2021-01-30 16:14:06,398 - mmaction - INFO - Epoch [72][2560/3757] lr: 1.000e-03, eta: 14:34:32, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8109, loss_cls: 1.7459, loss: 1.7459, grad_norm: 4.5693 2021-01-30 16:14:12,390 - mmaction - INFO - Epoch [72][2580/3757] lr: 1.000e-03, eta: 14:34:20, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7906, loss_cls: 1.7568, loss: 1.7568, grad_norm: 4.5809 2021-01-30 16:14:18,402 - mmaction - INFO - Epoch [72][2600/3757] lr: 1.000e-03, eta: 14:34:09, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8086, loss_cls: 1.6685, loss: 1.6685, grad_norm: 4.4971 2021-01-30 16:14:23,871 - mmaction - INFO - Epoch [72][2620/3757] lr: 1.000e-03, eta: 14:33:57, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7961, loss_cls: 1.7579, loss: 1.7579, grad_norm: 4.6096 2021-01-30 16:14:30,431 - mmaction - INFO - Epoch [72][2640/3757] lr: 1.000e-03, eta: 14:33:46, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7378, loss: 1.7378, grad_norm: 4.6098 2021-01-30 16:14:36,117 - mmaction - INFO - Epoch [72][2660/3757] lr: 1.000e-03, eta: 14:33:35, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7295, loss: 1.7295, grad_norm: 4.6365 2021-01-30 16:14:42,387 - mmaction - INFO - Epoch [72][2680/3757] lr: 1.000e-03, eta: 14:33:23, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8227, loss_cls: 1.6680, loss: 1.6680, grad_norm: 4.5198 2021-01-30 16:14:47,751 - mmaction - INFO - Epoch [72][2700/3757] lr: 1.000e-03, eta: 14:33:12, time: 0.267, data_time: 0.004, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.6894, loss: 1.6894, grad_norm: 4.5875 2021-01-30 16:14:53,549 - mmaction - INFO - Epoch [72][2720/3757] lr: 1.000e-03, eta: 14:33:00, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8180, loss_cls: 1.6348, loss: 1.6348, grad_norm: 4.5401 2021-01-30 16:14:59,491 - mmaction - INFO - Epoch [72][2740/3757] lr: 1.000e-03, eta: 14:32:49, time: 0.297, data_time: 0.004, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6600, loss: 1.6600, grad_norm: 4.4928 2021-01-30 16:15:05,446 - mmaction - INFO - Epoch [72][2760/3757] lr: 1.000e-03, eta: 14:32:37, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8211, loss_cls: 1.6573, loss: 1.6573, grad_norm: 4.6816 2021-01-30 16:15:10,753 - mmaction - INFO - Epoch [72][2780/3757] lr: 1.000e-03, eta: 14:32:26, time: 0.266, data_time: 0.003, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8008, loss_cls: 1.7517, loss: 1.7517, grad_norm: 4.6850 2021-01-30 16:15:16,989 - mmaction - INFO - Epoch [72][2800/3757] lr: 1.000e-03, eta: 14:32:14, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8180, loss_cls: 1.6536, loss: 1.6536, grad_norm: 4.6332 2021-01-30 16:15:22,504 - mmaction - INFO - Epoch [72][2820/3757] lr: 1.000e-03, eta: 14:32:03, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7992, loss_cls: 1.7876, loss: 1.7876, grad_norm: 4.6057 2021-01-30 16:15:28,369 - mmaction - INFO - Epoch [72][2840/3757] lr: 1.000e-03, eta: 14:31:51, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8141, loss_cls: 1.6885, loss: 1.6885, grad_norm: 4.6010 2021-01-30 16:15:34,197 - mmaction - INFO - Epoch [72][2860/3757] lr: 1.000e-03, eta: 14:31:40, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8039, loss_cls: 1.7332, loss: 1.7332, grad_norm: 4.7440 2021-01-30 16:15:39,853 - mmaction - INFO - Epoch [72][2880/3757] lr: 1.000e-03, eta: 14:31:28, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8266, loss_cls: 1.6339, loss: 1.6339, grad_norm: 4.5014 2021-01-30 16:15:45,769 - mmaction - INFO - Epoch [72][2900/3757] lr: 1.000e-03, eta: 14:31:17, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8187, loss_cls: 1.6801, loss: 1.6801, grad_norm: 4.7080 2021-01-30 16:15:52,083 - mmaction - INFO - Epoch [72][2920/3757] lr: 1.000e-03, eta: 14:31:06, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7891, loss_cls: 1.7808, loss: 1.7808, grad_norm: 4.7084 2021-01-30 16:15:58,164 - mmaction - INFO - Epoch [72][2940/3757] lr: 1.000e-03, eta: 14:30:54, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7953, loss_cls: 1.7807, loss: 1.7807, grad_norm: 4.6113 2021-01-30 16:16:04,289 - mmaction - INFO - Epoch [72][2960/3757] lr: 1.000e-03, eta: 14:30:43, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.7087, loss: 1.7087, grad_norm: 4.4831 2021-01-30 16:16:10,005 - mmaction - INFO - Epoch [72][2980/3757] lr: 1.000e-03, eta: 14:30:32, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8063, loss_cls: 1.7193, loss: 1.7193, grad_norm: 4.5209 2021-01-30 16:16:15,572 - mmaction - INFO - Epoch [72][3000/3757] lr: 1.000e-03, eta: 14:30:20, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7812, loss_cls: 1.8626, loss: 1.8626, grad_norm: 4.8444 2021-01-30 16:16:22,015 - mmaction - INFO - Epoch [72][3020/3757] lr: 1.000e-03, eta: 14:30:09, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.7055, loss: 1.7055, grad_norm: 4.6161 2021-01-30 16:16:27,380 - mmaction - INFO - Epoch [72][3040/3757] lr: 1.000e-03, eta: 14:29:57, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8250, loss_cls: 1.6620, loss: 1.6620, grad_norm: 4.4709 2021-01-30 16:16:32,775 - mmaction - INFO - Epoch [72][3060/3757] lr: 1.000e-03, eta: 14:29:46, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8234, loss_cls: 1.6425, loss: 1.6425, grad_norm: 4.6197 2021-01-30 16:16:38,560 - mmaction - INFO - Epoch [72][3080/3757] lr: 1.000e-03, eta: 14:29:34, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7875, loss_cls: 1.7631, loss: 1.7631, grad_norm: 4.6547 2021-01-30 16:16:44,091 - mmaction - INFO - Epoch [72][3100/3757] lr: 1.000e-03, eta: 14:29:23, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8094, loss_cls: 1.7078, loss: 1.7078, grad_norm: 4.7045 2021-01-30 16:16:49,370 - mmaction - INFO - Epoch [72][3120/3757] lr: 1.000e-03, eta: 14:29:11, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8195, loss_cls: 1.6766, loss: 1.6766, grad_norm: 4.4905 2021-01-30 16:16:55,731 - mmaction - INFO - Epoch [72][3140/3757] lr: 1.000e-03, eta: 14:29:00, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5555, top5_acc: 0.7852, loss_cls: 1.8527, loss: 1.8527, grad_norm: 4.7852 2021-01-30 16:17:01,951 - mmaction - INFO - Epoch [72][3160/3757] lr: 1.000e-03, eta: 14:28:48, time: 0.311, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8102, loss_cls: 1.6724, loss: 1.6724, grad_norm: 4.5791 2021-01-30 16:17:08,446 - mmaction - INFO - Epoch [72][3180/3757] lr: 1.000e-03, eta: 14:28:37, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.7992, loss_cls: 1.6965, loss: 1.6965, grad_norm: 4.4419 2021-01-30 16:17:13,723 - mmaction - INFO - Epoch [72][3200/3757] lr: 1.000e-03, eta: 14:28:26, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.6977, loss: 1.6977, grad_norm: 4.4961 2021-01-30 16:17:20,273 - mmaction - INFO - Epoch [72][3220/3757] lr: 1.000e-03, eta: 14:28:15, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.6184, loss: 1.6184, grad_norm: 4.5197 2021-01-30 16:17:25,767 - mmaction - INFO - Epoch [72][3240/3757] lr: 1.000e-03, eta: 14:28:03, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.7380, loss: 1.7380, grad_norm: 4.5423 2021-01-30 16:17:31,300 - mmaction - INFO - Epoch [72][3260/3757] lr: 1.000e-03, eta: 14:27:51, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.6792, loss: 1.6792, grad_norm: 4.5542 2021-01-30 16:17:37,111 - mmaction - INFO - Epoch [72][3280/3757] lr: 1.000e-03, eta: 14:27:40, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7930, loss_cls: 1.7429, loss: 1.7429, grad_norm: 4.6630 2021-01-30 16:17:42,737 - mmaction - INFO - Epoch [72][3300/3757] lr: 1.000e-03, eta: 14:27:28, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8047, loss_cls: 1.7038, loss: 1.7038, grad_norm: 4.6835 2021-01-30 16:17:48,373 - mmaction - INFO - Epoch [72][3320/3757] lr: 1.000e-03, eta: 14:27:17, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7914, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.5149 2021-01-30 16:17:54,481 - mmaction - INFO - Epoch [72][3340/3757] lr: 1.000e-03, eta: 14:27:06, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.5827, loss: 1.5827, grad_norm: 4.3831 2021-01-30 16:18:00,425 - mmaction - INFO - Epoch [72][3360/3757] lr: 1.000e-03, eta: 14:26:54, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8133, loss_cls: 1.6703, loss: 1.6703, grad_norm: 4.6069 2021-01-30 16:18:06,327 - mmaction - INFO - Epoch [72][3380/3757] lr: 1.000e-03, eta: 14:26:43, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8211, loss_cls: 1.6425, loss: 1.6425, grad_norm: 4.6500 2021-01-30 16:18:12,772 - mmaction - INFO - Epoch [72][3400/3757] lr: 1.000e-03, eta: 14:26:32, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8477, loss_cls: 1.5053, loss: 1.5053, grad_norm: 4.4243 2021-01-30 16:18:18,468 - mmaction - INFO - Epoch [72][3420/3757] lr: 1.000e-03, eta: 14:26:20, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8148, loss_cls: 1.6752, loss: 1.6752, grad_norm: 4.6276 2021-01-30 16:18:23,860 - mmaction - INFO - Epoch [72][3440/3757] lr: 1.000e-03, eta: 14:26:09, time: 0.270, data_time: 0.000, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7961, loss_cls: 1.7862, loss: 1.7862, grad_norm: 4.7409 2021-01-30 16:18:29,738 - mmaction - INFO - Epoch [72][3460/3757] lr: 1.000e-03, eta: 14:25:57, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8203, loss_cls: 1.6136, loss: 1.6136, grad_norm: 4.5914 2021-01-30 16:18:35,813 - mmaction - INFO - Epoch [72][3480/3757] lr: 1.000e-03, eta: 14:25:46, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8070, loss_cls: 1.7167, loss: 1.7167, grad_norm: 4.6660 2021-01-30 16:18:41,535 - mmaction - INFO - Epoch [72][3500/3757] lr: 1.000e-03, eta: 14:25:34, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8023, loss_cls: 1.7294, loss: 1.7294, grad_norm: 4.5441 2021-01-30 16:18:47,270 - mmaction - INFO - Epoch [72][3520/3757] lr: 1.000e-03, eta: 14:25:23, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8250, loss_cls: 1.6479, loss: 1.6479, grad_norm: 4.6818 2021-01-30 16:18:53,192 - mmaction - INFO - Epoch [72][3540/3757] lr: 1.000e-03, eta: 14:25:12, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7592, loss: 1.7592, grad_norm: 4.7545 2021-01-30 16:18:58,964 - mmaction - INFO - Epoch [72][3560/3757] lr: 1.000e-03, eta: 14:25:00, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8102, loss_cls: 1.6694, loss: 1.6694, grad_norm: 4.5108 2021-01-30 16:19:04,450 - mmaction - INFO - Epoch [72][3580/3757] lr: 1.000e-03, eta: 14:24:49, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7898, loss_cls: 1.8249, loss: 1.8249, grad_norm: 4.7318 2021-01-30 16:19:10,906 - mmaction - INFO - Epoch [72][3600/3757] lr: 1.000e-03, eta: 14:24:37, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8070, loss_cls: 1.6174, loss: 1.6174, grad_norm: 4.5042 2021-01-30 16:19:16,719 - mmaction - INFO - Epoch [72][3620/3757] lr: 1.000e-03, eta: 14:24:26, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8016, loss_cls: 1.7796, loss: 1.7796, grad_norm: 4.6810 2021-01-30 16:19:22,006 - mmaction - INFO - Epoch [72][3640/3757] lr: 1.000e-03, eta: 14:24:14, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8109, loss_cls: 1.6922, loss: 1.6922, grad_norm: 4.5729 2021-01-30 16:19:28,037 - mmaction - INFO - Epoch [72][3660/3757] lr: 1.000e-03, eta: 14:24:03, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7977, loss_cls: 1.7382, loss: 1.7382, grad_norm: 4.6446 2021-01-30 16:19:33,799 - mmaction - INFO - Epoch [72][3680/3757] lr: 1.000e-03, eta: 14:23:52, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5672, top5_acc: 0.7984, loss_cls: 1.7557, loss: 1.7557, grad_norm: 4.6329 2021-01-30 16:19:40,326 - mmaction - INFO - Epoch [72][3700/3757] lr: 1.000e-03, eta: 14:23:40, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8141, loss_cls: 1.6633, loss: 1.6633, grad_norm: 4.4865 2021-01-30 16:19:46,412 - mmaction - INFO - Epoch [72][3720/3757] lr: 1.000e-03, eta: 14:23:29, time: 0.304, data_time: 0.000, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8401, loss: 1.8401, grad_norm: 4.8406 2021-01-30 16:19:52,035 - mmaction - INFO - Epoch [72][3740/3757] lr: 1.000e-03, eta: 14:23:18, time: 0.281, data_time: 0.004, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8297, loss_cls: 1.6346, loss: 1.6346, grad_norm: 4.4822 2021-01-30 16:20:16,098 - mmaction - INFO - Saving checkpoint at 72 epochs 2021-01-30 16:32:01,102 - mmaction - INFO - Epoch [73][20/3757] lr: 1.000e-03, eta: 14:27:26, time: 35.220, data_time: 34.750, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8109, loss_cls: 1.6485, loss: 1.6485, grad_norm: 4.5888 2021-01-30 16:32:05,284 - mmaction - INFO - Epoch [73][40/3757] lr: 1.000e-03, eta: 14:27:14, time: 0.225, data_time: 0.019, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8172, loss_cls: 1.7034, loss: 1.7034, grad_norm: 4.6932 2021-01-30 16:32:09,445 - mmaction - INFO - Epoch [73][60/3757] lr: 1.000e-03, eta: 14:27:02, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.6922, loss: 1.6922, grad_norm: 4.6256 2021-01-30 16:32:13,579 - mmaction - INFO - Epoch [73][80/3757] lr: 1.000e-03, eta: 14:26:50, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.5666, loss: 1.5666, grad_norm: 4.5009 2021-01-30 16:32:17,786 - mmaction - INFO - Epoch [73][100/3757] lr: 1.000e-03, eta: 14:26:38, time: 0.208, data_time: 0.003, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8117, loss_cls: 1.6851, loss: 1.6851, grad_norm: 4.6681 2021-01-30 16:32:21,910 - mmaction - INFO - Epoch [73][120/3757] lr: 1.000e-03, eta: 14:26:26, time: 0.208, data_time: 0.004, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.7109, loss: 1.7109, grad_norm: 4.6931 2021-01-30 16:32:26,010 - mmaction - INFO - Epoch [73][140/3757] lr: 1.000e-03, eta: 14:26:14, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.7359, loss: 1.7359, grad_norm: 4.7342 2021-01-30 16:32:30,307 - mmaction - INFO - Epoch [73][160/3757] lr: 1.000e-03, eta: 14:26:02, time: 0.215, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8078, loss_cls: 1.6846, loss: 1.6846, grad_norm: 4.6927 2021-01-30 16:32:34,432 - mmaction - INFO - Epoch [73][180/3757] lr: 1.000e-03, eta: 14:25:49, time: 0.206, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8180, loss_cls: 1.6595, loss: 1.6595, grad_norm: 4.6490 2021-01-30 16:32:38,750 - mmaction - INFO - Epoch [73][200/3757] lr: 1.000e-03, eta: 14:25:37, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8047, loss_cls: 1.7689, loss: 1.7689, grad_norm: 4.6960 2021-01-30 16:32:42,835 - mmaction - INFO - Epoch [73][220/3757] lr: 1.000e-03, eta: 14:25:25, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8289, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.6683 2021-01-30 16:32:46,952 - mmaction - INFO - Epoch [73][240/3757] lr: 1.000e-03, eta: 14:25:13, time: 0.206, data_time: 0.000, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8148, loss_cls: 1.6445, loss: 1.6445, grad_norm: 4.5722 2021-01-30 16:32:51,222 - mmaction - INFO - Epoch [73][260/3757] lr: 1.000e-03, eta: 14:25:01, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7977, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.7134 2021-01-30 16:32:55,343 - mmaction - INFO - Epoch [73][280/3757] lr: 1.000e-03, eta: 14:24:49, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.7068, loss: 1.7068, grad_norm: 4.5631 2021-01-30 16:32:59,792 - mmaction - INFO - Epoch [73][300/3757] lr: 1.000e-03, eta: 14:24:37, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8008, loss_cls: 1.7523, loss: 1.7523, grad_norm: 4.6449 2021-01-30 16:33:03,960 - mmaction - INFO - Epoch [73][320/3757] lr: 1.000e-03, eta: 14:24:25, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7914, loss_cls: 1.7911, loss: 1.7911, grad_norm: 4.7275 2021-01-30 16:33:08,144 - mmaction - INFO - Epoch [73][340/3757] lr: 1.000e-03, eta: 14:24:13, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8133, loss_cls: 1.6259, loss: 1.6259, grad_norm: 4.4680 2021-01-30 16:33:12,571 - mmaction - INFO - Epoch [73][360/3757] lr: 1.000e-03, eta: 14:24:01, time: 0.221, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8219, loss_cls: 1.6631, loss: 1.6631, grad_norm: 4.5419 2021-01-30 16:33:16,836 - mmaction - INFO - Epoch [73][380/3757] lr: 1.000e-03, eta: 14:23:49, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8281, loss_cls: 1.5980, loss: 1.5980, grad_norm: 4.5421 2021-01-30 16:33:21,181 - mmaction - INFO - Epoch [73][400/3757] lr: 1.000e-03, eta: 14:23:37, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6340, loss: 1.6340, grad_norm: 4.6303 2021-01-30 16:33:25,477 - mmaction - INFO - Epoch [73][420/3757] lr: 1.000e-03, eta: 14:23:24, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8336, loss_cls: 1.6031, loss: 1.6031, grad_norm: 4.5356 2021-01-30 16:33:29,962 - mmaction - INFO - Epoch [73][440/3757] lr: 1.000e-03, eta: 14:23:13, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8211, loss_cls: 1.6365, loss: 1.6365, grad_norm: 4.6045 2021-01-30 16:33:34,443 - mmaction - INFO - Epoch [73][460/3757] lr: 1.000e-03, eta: 14:23:01, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8039, loss_cls: 1.7610, loss: 1.7610, grad_norm: 4.8106 2021-01-30 16:33:38,909 - mmaction - INFO - Epoch [73][480/3757] lr: 1.000e-03, eta: 14:22:49, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.7992, loss_cls: 1.7043, loss: 1.7043, grad_norm: 4.5627 2021-01-30 16:33:43,536 - mmaction - INFO - Epoch [73][500/3757] lr: 1.000e-03, eta: 14:22:37, time: 0.232, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8000, loss_cls: 1.7503, loss: 1.7503, grad_norm: 4.5334 2021-01-30 16:33:47,967 - mmaction - INFO - Epoch [73][520/3757] lr: 1.000e-03, eta: 14:22:25, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8242, loss_cls: 1.6314, loss: 1.6314, grad_norm: 4.5596 2021-01-30 16:33:52,559 - mmaction - INFO - Epoch [73][540/3757] lr: 1.000e-03, eta: 14:22:13, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8266, loss_cls: 1.6072, loss: 1.6072, grad_norm: 4.3987 2021-01-30 16:33:57,019 - mmaction - INFO - Epoch [73][560/3757] lr: 1.000e-03, eta: 14:22:01, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8023, loss_cls: 1.7677, loss: 1.7677, grad_norm: 4.6409 2021-01-30 16:34:01,937 - mmaction - INFO - Epoch [73][580/3757] lr: 1.000e-03, eta: 14:21:49, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8078, loss_cls: 1.7672, loss: 1.7672, grad_norm: 4.7595 2021-01-30 16:34:06,987 - mmaction - INFO - Epoch [73][600/3757] lr: 1.000e-03, eta: 14:21:37, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8047, loss_cls: 1.7081, loss: 1.7081, grad_norm: 4.5711 2021-01-30 16:34:11,721 - mmaction - INFO - Epoch [73][620/3757] lr: 1.000e-03, eta: 14:21:25, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.7521, loss: 1.7521, grad_norm: 4.6918 2021-01-30 16:34:16,969 - mmaction - INFO - Epoch [73][640/3757] lr: 1.000e-03, eta: 14:21:14, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8227, loss_cls: 1.6300, loss: 1.6300, grad_norm: 4.4581 2021-01-30 16:34:22,137 - mmaction - INFO - Epoch [73][660/3757] lr: 1.000e-03, eta: 14:21:02, time: 0.258, data_time: 0.000, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.6941, loss: 1.6941, grad_norm: 4.7318 2021-01-30 16:34:27,364 - mmaction - INFO - Epoch [73][680/3757] lr: 1.000e-03, eta: 14:20:50, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6760, loss: 1.6760, grad_norm: 4.5620 2021-01-30 16:34:33,017 - mmaction - INFO - Epoch [73][700/3757] lr: 1.000e-03, eta: 14:20:39, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8016, loss_cls: 1.7097, loss: 1.7097, grad_norm: 4.5948 2021-01-30 16:34:38,238 - mmaction - INFO - Epoch [73][720/3757] lr: 1.000e-03, eta: 14:20:27, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.6612, loss: 1.6612, grad_norm: 4.5931 2021-01-30 16:34:44,073 - mmaction - INFO - Epoch [73][740/3757] lr: 1.000e-03, eta: 14:20:16, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.7067, loss: 1.7067, grad_norm: 4.6889 2021-01-30 16:34:49,424 - mmaction - INFO - Epoch [73][760/3757] lr: 1.000e-03, eta: 14:20:04, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.5590, loss: 1.5590, grad_norm: 4.4781 2021-01-30 16:34:54,732 - mmaction - INFO - Epoch [73][780/3757] lr: 1.000e-03, eta: 14:19:52, time: 0.266, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.7977, loss_cls: 1.7236, loss: 1.7236, grad_norm: 4.6189 2021-01-30 16:35:00,217 - mmaction - INFO - Epoch [73][800/3757] lr: 1.000e-03, eta: 14:19:41, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8023, loss_cls: 1.7300, loss: 1.7300, grad_norm: 4.6182 2021-01-30 16:35:05,950 - mmaction - INFO - Epoch [73][820/3757] lr: 1.000e-03, eta: 14:19:29, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.6535, loss: 1.6535, grad_norm: 4.4753 2021-01-30 16:35:11,473 - mmaction - INFO - Epoch [73][840/3757] lr: 1.000e-03, eta: 14:19:18, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8117, loss_cls: 1.7151, loss: 1.7151, grad_norm: 4.6058 2021-01-30 16:35:17,681 - mmaction - INFO - Epoch [73][860/3757] lr: 1.000e-03, eta: 14:19:06, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8117, loss_cls: 1.7039, loss: 1.7039, grad_norm: 4.4965 2021-01-30 16:35:23,115 - mmaction - INFO - Epoch [73][880/3757] lr: 1.000e-03, eta: 14:18:55, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8039, loss_cls: 1.6826, loss: 1.6826, grad_norm: 4.6404 2021-01-30 16:35:28,561 - mmaction - INFO - Epoch [73][900/3757] lr: 1.000e-03, eta: 14:18:43, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6513, loss: 1.6513, grad_norm: 4.5137 2021-01-30 16:35:33,875 - mmaction - INFO - Epoch [73][920/3757] lr: 1.000e-03, eta: 14:18:32, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6627, loss: 1.6627, grad_norm: 4.6641 2021-01-30 16:35:38,822 - mmaction - INFO - Epoch [73][940/3757] lr: 1.000e-03, eta: 14:18:20, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.7142, loss: 1.7142, grad_norm: 4.7209 2021-01-30 16:35:44,551 - mmaction - INFO - Epoch [73][960/3757] lr: 1.000e-03, eta: 14:18:08, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8359, loss_cls: 1.5751, loss: 1.5751, grad_norm: 4.3700 2021-01-30 16:35:50,562 - mmaction - INFO - Epoch [73][980/3757] lr: 1.000e-03, eta: 14:17:57, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.6900, loss: 1.6900, grad_norm: 4.5203 2021-01-30 16:35:55,749 - mmaction - INFO - Epoch [73][1000/3757] lr: 1.000e-03, eta: 14:17:45, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8328, loss_cls: 1.6056, loss: 1.6056, grad_norm: 4.5733 2021-01-30 16:36:01,252 - mmaction - INFO - Epoch [73][1020/3757] lr: 1.000e-03, eta: 14:17:34, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8227, loss_cls: 1.6777, loss: 1.6777, grad_norm: 4.7213 2021-01-30 16:36:07,107 - mmaction - INFO - Epoch [73][1040/3757] lr: 1.000e-03, eta: 14:17:22, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8094, loss_cls: 1.6577, loss: 1.6577, grad_norm: 4.5836 2021-01-30 16:36:12,585 - mmaction - INFO - Epoch [73][1060/3757] lr: 1.000e-03, eta: 14:17:11, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.7131, loss: 1.7131, grad_norm: 4.6217 2021-01-30 16:36:17,968 - mmaction - INFO - Epoch [73][1080/3757] lr: 1.000e-03, eta: 14:16:59, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8172, loss_cls: 1.6312, loss: 1.6312, grad_norm: 4.5466 2021-01-30 16:36:23,093 - mmaction - INFO - Epoch [73][1100/3757] lr: 1.000e-03, eta: 14:16:47, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7758, loss_cls: 1.8639, loss: 1.8639, grad_norm: 4.7907 2021-01-30 16:36:28,713 - mmaction - INFO - Epoch [73][1120/3757] lr: 1.000e-03, eta: 14:16:36, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8164, loss_cls: 1.6340, loss: 1.6340, grad_norm: 4.5806 2021-01-30 16:36:35,181 - mmaction - INFO - Epoch [73][1140/3757] lr: 1.000e-03, eta: 14:16:25, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8133, loss_cls: 1.7303, loss: 1.7303, grad_norm: 4.6789 2021-01-30 16:36:40,784 - mmaction - INFO - Epoch [73][1160/3757] lr: 1.000e-03, eta: 14:16:13, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8203, loss_cls: 1.7293, loss: 1.7293, grad_norm: 4.7867 2021-01-30 16:36:46,432 - mmaction - INFO - Epoch [73][1180/3757] lr: 1.000e-03, eta: 14:16:02, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8156, loss_cls: 1.6217, loss: 1.6217, grad_norm: 4.5302 2021-01-30 16:36:52,181 - mmaction - INFO - Epoch [73][1200/3757] lr: 1.000e-03, eta: 14:15:50, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.7824, loss: 1.7824, grad_norm: 4.6695 2021-01-30 16:36:57,783 - mmaction - INFO - Epoch [73][1220/3757] lr: 1.000e-03, eta: 14:15:39, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8320, loss_cls: 1.5926, loss: 1.5926, grad_norm: 4.4693 2021-01-30 16:37:03,482 - mmaction - INFO - Epoch [73][1240/3757] lr: 1.000e-03, eta: 14:15:27, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.6708, loss: 1.6708, grad_norm: 4.6150 2021-01-30 16:37:09,036 - mmaction - INFO - Epoch [73][1260/3757] lr: 1.000e-03, eta: 14:15:16, time: 0.278, data_time: 0.005, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8148, loss_cls: 1.6970, loss: 1.6970, grad_norm: 4.7008 2021-01-30 16:37:14,862 - mmaction - INFO - Epoch [73][1280/3757] lr: 1.000e-03, eta: 14:15:04, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7131, loss: 1.7131, grad_norm: 4.5546 2021-01-30 16:37:20,151 - mmaction - INFO - Epoch [73][1300/3757] lr: 1.000e-03, eta: 14:14:53, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8125, loss_cls: 1.7139, loss: 1.7139, grad_norm: 4.5938 2021-01-30 16:37:25,611 - mmaction - INFO - Epoch [73][1320/3757] lr: 1.000e-03, eta: 14:14:41, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.7111, loss: 1.7111, grad_norm: 4.5954 2021-01-30 16:37:32,376 - mmaction - INFO - Epoch [73][1340/3757] lr: 1.000e-03, eta: 14:14:30, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8094, loss_cls: 1.6508, loss: 1.6508, grad_norm: 4.5387 2021-01-30 16:37:37,903 - mmaction - INFO - Epoch [73][1360/3757] lr: 1.000e-03, eta: 14:14:19, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8266, loss_cls: 1.6508, loss: 1.6508, grad_norm: 4.5956 2021-01-30 16:37:43,242 - mmaction - INFO - Epoch [73][1380/3757] lr: 1.000e-03, eta: 14:14:07, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8211, loss_cls: 1.6881, loss: 1.6881, grad_norm: 4.6858 2021-01-30 16:37:48,528 - mmaction - INFO - Epoch [73][1400/3757] lr: 1.000e-03, eta: 14:13:55, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.6872, loss: 1.6872, grad_norm: 4.5905 2021-01-30 16:37:54,505 - mmaction - INFO - Epoch [73][1420/3757] lr: 1.000e-03, eta: 14:13:44, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8070, loss_cls: 1.7001, loss: 1.7001, grad_norm: 4.5824 2021-01-30 16:37:59,994 - mmaction - INFO - Epoch [73][1440/3757] lr: 1.000e-03, eta: 14:13:32, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8063, loss_cls: 1.7308, loss: 1.7308, grad_norm: 4.7323 2021-01-30 16:38:06,227 - mmaction - INFO - Epoch [73][1460/3757] lr: 1.000e-03, eta: 14:13:21, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.6743, loss: 1.6743, grad_norm: 4.5383 2021-01-30 16:38:12,319 - mmaction - INFO - Epoch [73][1480/3757] lr: 1.000e-03, eta: 14:13:10, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8063, loss_cls: 1.6772, loss: 1.6772, grad_norm: 4.5452 2021-01-30 16:38:17,998 - mmaction - INFO - Epoch [73][1500/3757] lr: 1.000e-03, eta: 14:12:58, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.6289, loss: 1.6289, grad_norm: 4.4774 2021-01-30 16:38:23,757 - mmaction - INFO - Epoch [73][1520/3757] lr: 1.000e-03, eta: 14:12:47, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7583, loss: 1.7583, grad_norm: 4.6000 2021-01-30 16:38:29,817 - mmaction - INFO - Epoch [73][1540/3757] lr: 1.000e-03, eta: 14:12:36, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.6599, loss: 1.6599, grad_norm: 4.5203 2021-01-30 16:38:35,693 - mmaction - INFO - Epoch [73][1560/3757] lr: 1.000e-03, eta: 14:12:24, time: 0.293, data_time: 0.022, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8086, loss_cls: 1.6320, loss: 1.6320, grad_norm: 4.4906 2021-01-30 16:38:41,438 - mmaction - INFO - Epoch [73][1580/3757] lr: 1.000e-03, eta: 14:12:13, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8305, loss_cls: 1.6610, loss: 1.6610, grad_norm: 4.7486 2021-01-30 16:38:46,989 - mmaction - INFO - Epoch [73][1600/3757] lr: 1.000e-03, eta: 14:12:01, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7930, loss_cls: 1.7226, loss: 1.7226, grad_norm: 4.6949 2021-01-30 16:38:52,431 - mmaction - INFO - Epoch [73][1620/3757] lr: 1.000e-03, eta: 14:11:50, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8164, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.6387 2021-01-30 16:38:58,548 - mmaction - INFO - Epoch [73][1640/3757] lr: 1.000e-03, eta: 14:11:38, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8164, loss_cls: 1.7178, loss: 1.7178, grad_norm: 4.6084 2021-01-30 16:39:04,413 - mmaction - INFO - Epoch [73][1660/3757] lr: 1.000e-03, eta: 14:11:27, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7969, loss_cls: 1.7321, loss: 1.7321, grad_norm: 4.7870 2021-01-30 16:39:10,285 - mmaction - INFO - Epoch [73][1680/3757] lr: 1.000e-03, eta: 14:11:16, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.7200, loss: 1.7200, grad_norm: 4.6540 2021-01-30 16:39:15,850 - mmaction - INFO - Epoch [73][1700/3757] lr: 1.000e-03, eta: 14:11:04, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8172, loss_cls: 1.6738, loss: 1.6738, grad_norm: 4.5253 2021-01-30 16:39:22,000 - mmaction - INFO - Epoch [73][1720/3757] lr: 1.000e-03, eta: 14:10:53, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8016, loss_cls: 1.7648, loss: 1.7648, grad_norm: 4.6347 2021-01-30 16:39:27,716 - mmaction - INFO - Epoch [73][1740/3757] lr: 1.000e-03, eta: 14:10:41, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8219, loss_cls: 1.6373, loss: 1.6373, grad_norm: 4.5750 2021-01-30 16:39:33,301 - mmaction - INFO - Epoch [73][1760/3757] lr: 1.000e-03, eta: 14:10:30, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.6977, loss: 1.6977, grad_norm: 4.5938 2021-01-30 16:39:38,923 - mmaction - INFO - Epoch [73][1780/3757] lr: 1.000e-03, eta: 14:10:18, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.6339, loss: 1.6339, grad_norm: 4.6001 2021-01-30 16:39:44,373 - mmaction - INFO - Epoch [73][1800/3757] lr: 1.000e-03, eta: 14:10:07, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8055, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.6756 2021-01-30 16:39:50,121 - mmaction - INFO - Epoch [73][1820/3757] lr: 1.000e-03, eta: 14:09:56, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7812, loss_cls: 1.8637, loss: 1.8637, grad_norm: 4.6963 2021-01-30 16:39:55,960 - mmaction - INFO - Epoch [73][1840/3757] lr: 1.000e-03, eta: 14:09:44, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.4417 2021-01-30 16:40:01,753 - mmaction - INFO - Epoch [73][1860/3757] lr: 1.000e-03, eta: 14:09:33, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6923, loss: 1.6923, grad_norm: 4.5965 2021-01-30 16:40:07,986 - mmaction - INFO - Epoch [73][1880/3757] lr: 1.000e-03, eta: 14:09:21, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7359, loss: 1.7359, grad_norm: 4.7380 2021-01-30 16:40:13,317 - mmaction - INFO - Epoch [73][1900/3757] lr: 1.000e-03, eta: 14:09:10, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8164, loss_cls: 1.6877, loss: 1.6877, grad_norm: 4.7117 2021-01-30 16:40:19,582 - mmaction - INFO - Epoch [73][1920/3757] lr: 1.000e-03, eta: 14:08:59, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8266, loss_cls: 1.6368, loss: 1.6368, grad_norm: 4.6370 2021-01-30 16:40:25,926 - mmaction - INFO - Epoch [73][1940/3757] lr: 1.000e-03, eta: 14:08:47, time: 0.318, data_time: 0.004, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8242, loss_cls: 1.6313, loss: 1.6313, grad_norm: 4.6627 2021-01-30 16:40:31,767 - mmaction - INFO - Epoch [73][1960/3757] lr: 1.000e-03, eta: 14:08:36, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.8019, loss: 1.8019, grad_norm: 4.7306 2021-01-30 16:40:37,254 - mmaction - INFO - Epoch [73][1980/3757] lr: 1.000e-03, eta: 14:08:25, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8109, loss_cls: 1.7208, loss: 1.7208, grad_norm: 4.5424 2021-01-30 16:40:42,912 - mmaction - INFO - Epoch [73][2000/3757] lr: 1.000e-03, eta: 14:08:13, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7961, loss_cls: 1.7252, loss: 1.7252, grad_norm: 4.5495 2021-01-30 16:40:48,928 - mmaction - INFO - Epoch [73][2020/3757] lr: 1.000e-03, eta: 14:08:02, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8109, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.5968 2021-01-30 16:40:54,787 - mmaction - INFO - Epoch [73][2040/3757] lr: 1.000e-03, eta: 14:07:50, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8172, loss_cls: 1.7104, loss: 1.7104, grad_norm: 4.6680 2021-01-30 16:41:01,423 - mmaction - INFO - Epoch [73][2060/3757] lr: 1.000e-03, eta: 14:07:39, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8234, loss_cls: 1.6673, loss: 1.6673, grad_norm: 4.6015 2021-01-30 16:41:06,571 - mmaction - INFO - Epoch [73][2080/3757] lr: 1.000e-03, eta: 14:07:28, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7906, loss_cls: 1.7181, loss: 1.7181, grad_norm: 4.6185 2021-01-30 16:41:12,105 - mmaction - INFO - Epoch [73][2100/3757] lr: 1.000e-03, eta: 14:07:16, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.7977, loss_cls: 1.7318, loss: 1.7318, grad_norm: 4.6001 2021-01-30 16:41:17,462 - mmaction - INFO - Epoch [73][2120/3757] lr: 1.000e-03, eta: 14:07:05, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8203, loss_cls: 1.6582, loss: 1.6582, grad_norm: 4.4646 2021-01-30 16:41:22,970 - mmaction - INFO - Epoch [73][2140/3757] lr: 1.000e-03, eta: 14:06:53, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8008, loss_cls: 1.6548, loss: 1.6548, grad_norm: 4.5825 2021-01-30 16:41:28,603 - mmaction - INFO - Epoch [73][2160/3757] lr: 1.000e-03, eta: 14:06:42, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8242, loss_cls: 1.6539, loss: 1.6539, grad_norm: 4.6012 2021-01-30 16:41:34,493 - mmaction - INFO - Epoch [73][2180/3757] lr: 1.000e-03, eta: 14:06:30, time: 0.294, data_time: 0.000, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8047, loss_cls: 1.7317, loss: 1.7317, grad_norm: 4.7203 2021-01-30 16:41:39,943 - mmaction - INFO - Epoch [73][2200/3757] lr: 1.000e-03, eta: 14:06:19, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8211, loss_cls: 1.6503, loss: 1.6503, grad_norm: 4.6446 2021-01-30 16:41:46,440 - mmaction - INFO - Epoch [73][2220/3757] lr: 1.000e-03, eta: 14:06:08, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8195, loss_cls: 1.6536, loss: 1.6536, grad_norm: 4.6698 2021-01-30 16:41:52,019 - mmaction - INFO - Epoch [73][2240/3757] lr: 1.000e-03, eta: 14:05:56, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8180, loss_cls: 1.6788, loss: 1.6788, grad_norm: 4.6877 2021-01-30 16:41:57,940 - mmaction - INFO - Epoch [73][2260/3757] lr: 1.000e-03, eta: 14:05:45, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7930, loss_cls: 1.7567, loss: 1.7567, grad_norm: 4.7599 2021-01-30 16:42:03,739 - mmaction - INFO - Epoch [73][2280/3757] lr: 1.000e-03, eta: 14:05:33, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8164, loss_cls: 1.6308, loss: 1.6308, grad_norm: 4.5856 2021-01-30 16:42:09,150 - mmaction - INFO - Epoch [73][2300/3757] lr: 1.000e-03, eta: 14:05:22, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7395, loss: 1.7395, grad_norm: 4.6052 2021-01-30 16:42:15,133 - mmaction - INFO - Epoch [73][2320/3757] lr: 1.000e-03, eta: 14:05:11, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8219, loss_cls: 1.6796, loss: 1.6796, grad_norm: 4.5964 2021-01-30 16:42:21,093 - mmaction - INFO - Epoch [73][2340/3757] lr: 1.000e-03, eta: 14:04:59, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8148, loss_cls: 1.6613, loss: 1.6613, grad_norm: 4.6444 2021-01-30 16:42:26,674 - mmaction - INFO - Epoch [73][2360/3757] lr: 1.000e-03, eta: 14:04:48, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8055, loss_cls: 1.7251, loss: 1.7251, grad_norm: 4.6964 2021-01-30 16:42:32,743 - mmaction - INFO - Epoch [73][2380/3757] lr: 1.000e-03, eta: 14:04:36, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8117, loss_cls: 1.6624, loss: 1.6624, grad_norm: 4.6117 2021-01-30 16:42:38,442 - mmaction - INFO - Epoch [73][2400/3757] lr: 1.000e-03, eta: 14:04:25, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8125, loss_cls: 1.6854, loss: 1.6854, grad_norm: 4.6369 2021-01-30 16:42:43,615 - mmaction - INFO - Epoch [73][2420/3757] lr: 1.000e-03, eta: 14:04:13, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8109, loss_cls: 1.6757, loss: 1.6757, grad_norm: 4.6432 2021-01-30 16:42:49,172 - mmaction - INFO - Epoch [73][2440/3757] lr: 1.000e-03, eta: 14:04:02, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8094, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.7142 2021-01-30 16:42:55,169 - mmaction - INFO - Epoch [73][2460/3757] lr: 1.000e-03, eta: 14:03:51, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8117, loss_cls: 1.6637, loss: 1.6637, grad_norm: 4.7206 2021-01-30 16:43:01,758 - mmaction - INFO - Epoch [73][2480/3757] lr: 1.000e-03, eta: 14:03:40, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8016, loss_cls: 1.7286, loss: 1.7286, grad_norm: 4.6036 2021-01-30 16:43:07,532 - mmaction - INFO - Epoch [73][2500/3757] lr: 1.000e-03, eta: 14:03:28, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8117, loss_cls: 1.6436, loss: 1.6436, grad_norm: 4.5859 2021-01-30 16:43:13,729 - mmaction - INFO - Epoch [73][2520/3757] lr: 1.000e-03, eta: 14:03:17, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7852, loss_cls: 1.8063, loss: 1.8063, grad_norm: 4.7756 2021-01-30 16:43:19,776 - mmaction - INFO - Epoch [73][2540/3757] lr: 1.000e-03, eta: 14:03:06, time: 0.304, data_time: 0.005, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7984, loss_cls: 1.7619, loss: 1.7619, grad_norm: 4.7277 2021-01-30 16:43:25,838 - mmaction - INFO - Epoch [73][2560/3757] lr: 1.000e-03, eta: 14:02:54, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.8910, loss: 1.8910, grad_norm: 4.7880 2021-01-30 16:43:31,688 - mmaction - INFO - Epoch [73][2580/3757] lr: 1.000e-03, eta: 14:02:43, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8227, loss_cls: 1.6935, loss: 1.6935, grad_norm: 4.5256 2021-01-30 16:43:37,843 - mmaction - INFO - Epoch [73][2600/3757] lr: 1.000e-03, eta: 14:02:32, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8133, loss_cls: 1.6556, loss: 1.6556, grad_norm: 4.6276 2021-01-30 16:43:43,198 - mmaction - INFO - Epoch [73][2620/3757] lr: 1.000e-03, eta: 14:02:20, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8273, loss_cls: 1.6532, loss: 1.6532, grad_norm: 4.5288 2021-01-30 16:43:48,826 - mmaction - INFO - Epoch [73][2640/3757] lr: 1.000e-03, eta: 14:02:09, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8148, loss_cls: 1.6730, loss: 1.6730, grad_norm: 4.7449 2021-01-30 16:43:55,124 - mmaction - INFO - Epoch [73][2660/3757] lr: 1.000e-03, eta: 14:01:58, time: 0.316, data_time: 0.005, memory: 3385, top1_acc: 0.5484, top5_acc: 0.7961, loss_cls: 1.8301, loss: 1.8301, grad_norm: 4.8886 2021-01-30 16:44:00,659 - mmaction - INFO - Epoch [73][2680/3757] lr: 1.000e-03, eta: 14:01:46, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8148, loss_cls: 1.6953, loss: 1.6953, grad_norm: 4.5919 2021-01-30 16:44:06,612 - mmaction - INFO - Epoch [73][2700/3757] lr: 1.000e-03, eta: 14:01:35, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.6796, loss: 1.6796, grad_norm: 4.6333 2021-01-30 16:44:12,519 - mmaction - INFO - Epoch [73][2720/3757] lr: 1.000e-03, eta: 14:01:23, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.5655, loss: 1.5655, grad_norm: 4.4758 2021-01-30 16:44:18,563 - mmaction - INFO - Epoch [73][2740/3757] lr: 1.000e-03, eta: 14:01:12, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8187, loss_cls: 1.8122, loss: 1.8122, grad_norm: 4.8187 2021-01-30 16:44:24,396 - mmaction - INFO - Epoch [73][2760/3757] lr: 1.000e-03, eta: 14:01:01, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8125, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.5534 2021-01-30 16:44:30,132 - mmaction - INFO - Epoch [73][2780/3757] lr: 1.000e-03, eta: 14:00:49, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8266, loss_cls: 1.6191, loss: 1.6191, grad_norm: 4.5523 2021-01-30 16:44:35,965 - mmaction - INFO - Epoch [73][2800/3757] lr: 1.000e-03, eta: 14:00:38, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.6914, loss: 1.6914, grad_norm: 4.6558 2021-01-30 16:44:40,932 - mmaction - INFO - Epoch [73][2820/3757] lr: 1.000e-03, eta: 14:00:26, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7984, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.5959 2021-01-30 16:44:46,537 - mmaction - INFO - Epoch [73][2840/3757] lr: 1.000e-03, eta: 14:00:15, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8047, loss_cls: 1.7599, loss: 1.7599, grad_norm: 4.7177 2021-01-30 16:44:52,280 - mmaction - INFO - Epoch [73][2860/3757] lr: 1.000e-03, eta: 14:00:04, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8125, loss_cls: 1.6730, loss: 1.6730, grad_norm: 4.6092 2021-01-30 16:44:58,526 - mmaction - INFO - Epoch [73][2880/3757] lr: 1.000e-03, eta: 13:59:52, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8063, loss_cls: 1.7128, loss: 1.7128, grad_norm: 4.4648 2021-01-30 16:45:04,997 - mmaction - INFO - Epoch [73][2900/3757] lr: 1.000e-03, eta: 13:59:41, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.6380, loss: 1.6380, grad_norm: 4.4570 2021-01-30 16:45:10,302 - mmaction - INFO - Epoch [73][2920/3757] lr: 1.000e-03, eta: 13:59:30, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8180, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.7517 2021-01-30 16:45:15,997 - mmaction - INFO - Epoch [73][2940/3757] lr: 1.000e-03, eta: 13:59:18, time: 0.285, data_time: 0.000, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8172, loss_cls: 1.7237, loss: 1.7237, grad_norm: 4.6224 2021-01-30 16:45:22,420 - mmaction - INFO - Epoch [73][2960/3757] lr: 1.000e-03, eta: 13:59:07, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.6430, loss: 1.6430, grad_norm: 4.5650 2021-01-30 16:45:28,663 - mmaction - INFO - Epoch [73][2980/3757] lr: 1.000e-03, eta: 13:58:56, time: 0.312, data_time: 0.000, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7883, loss_cls: 1.8290, loss: 1.8290, grad_norm: 4.8712 2021-01-30 16:45:34,376 - mmaction - INFO - Epoch [73][3000/3757] lr: 1.000e-03, eta: 13:58:45, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8125, loss_cls: 1.7360, loss: 1.7360, grad_norm: 4.6570 2021-01-30 16:45:39,795 - mmaction - INFO - Epoch [73][3020/3757] lr: 1.000e-03, eta: 13:58:33, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.7007, loss: 1.7007, grad_norm: 4.5911 2021-01-30 16:45:45,674 - mmaction - INFO - Epoch [73][3040/3757] lr: 1.000e-03, eta: 13:58:22, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6080, loss: 1.6080, grad_norm: 4.5589 2021-01-30 16:45:52,107 - mmaction - INFO - Epoch [73][3060/3757] lr: 1.000e-03, eta: 13:58:11, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7297, loss: 1.7297, grad_norm: 4.6612 2021-01-30 16:45:58,266 - mmaction - INFO - Epoch [73][3080/3757] lr: 1.000e-03, eta: 13:57:59, time: 0.309, data_time: 0.004, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7961, loss_cls: 1.7592, loss: 1.7592, grad_norm: 4.5267 2021-01-30 16:46:03,510 - mmaction - INFO - Epoch [73][3100/3757] lr: 1.000e-03, eta: 13:57:48, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8320, loss_cls: 1.5889, loss: 1.5889, grad_norm: 4.4614 2021-01-30 16:46:09,289 - mmaction - INFO - Epoch [73][3120/3757] lr: 1.000e-03, eta: 13:57:36, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.6887, loss: 1.6887, grad_norm: 4.5754 2021-01-30 16:46:15,806 - mmaction - INFO - Epoch [73][3140/3757] lr: 1.000e-03, eta: 13:57:25, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8148, loss_cls: 1.7477, loss: 1.7477, grad_norm: 4.7262 2021-01-30 16:46:21,544 - mmaction - INFO - Epoch [73][3160/3757] lr: 1.000e-03, eta: 13:57:14, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.6758, loss: 1.6758, grad_norm: 4.5835 2021-01-30 16:46:27,551 - mmaction - INFO - Epoch [73][3180/3757] lr: 1.000e-03, eta: 13:57:03, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7930, loss_cls: 1.7908, loss: 1.7908, grad_norm: 4.6997 2021-01-30 16:46:33,209 - mmaction - INFO - Epoch [73][3200/3757] lr: 1.000e-03, eta: 13:56:51, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8187, loss_cls: 1.6806, loss: 1.6806, grad_norm: 4.6329 2021-01-30 16:46:38,889 - mmaction - INFO - Epoch [73][3220/3757] lr: 1.000e-03, eta: 13:56:40, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8023, loss_cls: 1.6825, loss: 1.6825, grad_norm: 4.5858 2021-01-30 16:46:44,684 - mmaction - INFO - Epoch [73][3240/3757] lr: 1.000e-03, eta: 13:56:29, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8016, loss_cls: 1.7347, loss: 1.7347, grad_norm: 4.7066 2021-01-30 16:46:50,261 - mmaction - INFO - Epoch [73][3260/3757] lr: 1.000e-03, eta: 13:56:17, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8305, loss_cls: 1.6602, loss: 1.6602, grad_norm: 4.6285 2021-01-30 16:46:56,147 - mmaction - INFO - Epoch [73][3280/3757] lr: 1.000e-03, eta: 13:56:06, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7550, loss: 1.7550, grad_norm: 4.6963 2021-01-30 16:47:01,948 - mmaction - INFO - Epoch [73][3300/3757] lr: 1.000e-03, eta: 13:55:54, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8148, loss_cls: 1.7341, loss: 1.7341, grad_norm: 4.6289 2021-01-30 16:47:07,501 - mmaction - INFO - Epoch [73][3320/3757] lr: 1.000e-03, eta: 13:55:43, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7906, loss_cls: 1.8447, loss: 1.8447, grad_norm: 4.7368 2021-01-30 16:47:13,385 - mmaction - INFO - Epoch [73][3340/3757] lr: 1.000e-03, eta: 13:55:32, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.7060, loss: 1.7060, grad_norm: 4.6466 2021-01-30 16:47:18,883 - mmaction - INFO - Epoch [73][3360/3757] lr: 1.000e-03, eta: 13:55:20, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.6898, loss: 1.6898, grad_norm: 4.5977 2021-01-30 16:47:25,532 - mmaction - INFO - Epoch [73][3380/3757] lr: 1.000e-03, eta: 13:55:09, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8031, loss_cls: 1.7350, loss: 1.7350, grad_norm: 4.7489 2021-01-30 16:47:31,112 - mmaction - INFO - Epoch [73][3400/3757] lr: 1.000e-03, eta: 13:54:58, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8156, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.6131 2021-01-30 16:47:37,355 - mmaction - INFO - Epoch [73][3420/3757] lr: 1.000e-03, eta: 13:54:47, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8133, loss_cls: 1.7192, loss: 1.7192, grad_norm: 4.6756 2021-01-30 16:47:42,782 - mmaction - INFO - Epoch [73][3440/3757] lr: 1.000e-03, eta: 13:54:35, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8102, loss_cls: 1.7367, loss: 1.7367, grad_norm: 4.7362 2021-01-30 16:47:48,325 - mmaction - INFO - Epoch [73][3460/3757] lr: 1.000e-03, eta: 13:54:24, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8266, loss_cls: 1.6383, loss: 1.6383, grad_norm: 4.5467 2021-01-30 16:47:54,229 - mmaction - INFO - Epoch [73][3480/3757] lr: 1.000e-03, eta: 13:54:12, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6598, loss: 1.6598, grad_norm: 4.5728 2021-01-30 16:48:00,423 - mmaction - INFO - Epoch [73][3500/3757] lr: 1.000e-03, eta: 13:54:01, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6271, loss: 1.6271, grad_norm: 4.5975 2021-01-30 16:48:05,803 - mmaction - INFO - Epoch [73][3520/3757] lr: 1.000e-03, eta: 13:53:50, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8070, loss_cls: 1.6848, loss: 1.6848, grad_norm: 4.5215 2021-01-30 16:48:11,670 - mmaction - INFO - Epoch [73][3540/3757] lr: 1.000e-03, eta: 13:53:38, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8000, loss_cls: 1.7248, loss: 1.7248, grad_norm: 4.7338 2021-01-30 16:48:18,120 - mmaction - INFO - Epoch [73][3560/3757] lr: 1.000e-03, eta: 13:53:27, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8023, loss_cls: 1.7457, loss: 1.7457, grad_norm: 4.5929 2021-01-30 16:48:24,301 - mmaction - INFO - Epoch [73][3580/3757] lr: 1.000e-03, eta: 13:53:16, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8164, loss_cls: 1.6892, loss: 1.6892, grad_norm: 4.5536 2021-01-30 16:48:30,060 - mmaction - INFO - Epoch [73][3600/3757] lr: 1.000e-03, eta: 13:53:05, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8148, loss_cls: 1.6148, loss: 1.6148, grad_norm: 4.4022 2021-01-30 16:48:36,300 - mmaction - INFO - Epoch [73][3620/3757] lr: 1.000e-03, eta: 13:52:54, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8180, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.6963 2021-01-30 16:48:42,226 - mmaction - INFO - Epoch [73][3640/3757] lr: 1.000e-03, eta: 13:52:42, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8109, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.7633 2021-01-30 16:48:48,181 - mmaction - INFO - Epoch [73][3660/3757] lr: 1.000e-03, eta: 13:52:31, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8070, loss_cls: 1.7557, loss: 1.7557, grad_norm: 4.6585 2021-01-30 16:48:53,492 - mmaction - INFO - Epoch [73][3680/3757] lr: 1.000e-03, eta: 13:52:19, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8078, loss_cls: 1.6859, loss: 1.6859, grad_norm: 4.4730 2021-01-30 16:48:59,270 - mmaction - INFO - Epoch [73][3700/3757] lr: 1.000e-03, eta: 13:52:08, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8070, loss_cls: 1.7633, loss: 1.7633, grad_norm: 4.5747 2021-01-30 16:49:04,966 - mmaction - INFO - Epoch [73][3720/3757] lr: 1.000e-03, eta: 13:51:57, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8055, loss_cls: 1.7154, loss: 1.7154, grad_norm: 4.7062 2021-01-30 16:49:10,955 - mmaction - INFO - Epoch [73][3740/3757] lr: 1.000e-03, eta: 13:51:45, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7992, loss_cls: 1.7614, loss: 1.7614, grad_norm: 4.6343 2021-01-30 16:49:30,256 - mmaction - INFO - Saving checkpoint at 73 epochs 2021-01-30 17:01:25,138 - mmaction - INFO - Epoch [74][20/3757] lr: 1.000e-03, eta: 13:55:45, time: 35.719, data_time: 34.997, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8359, loss_cls: 1.6037, loss: 1.6037, grad_norm: 4.4812 2021-01-30 17:01:29,310 - mmaction - INFO - Epoch [74][40/3757] lr: 1.000e-03, eta: 13:55:33, time: 0.218, data_time: 0.011, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8211, loss_cls: 1.6126, loss: 1.6126, grad_norm: 4.4903 2021-01-30 17:01:33,598 - mmaction - INFO - Epoch [74][60/3757] lr: 1.000e-03, eta: 13:55:21, time: 0.214, data_time: 0.000, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8438, loss_cls: 1.5367, loss: 1.5367, grad_norm: 4.5777 2021-01-30 17:01:37,784 - mmaction - INFO - Epoch [74][80/3757] lr: 1.000e-03, eta: 13:55:09, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8023, loss_cls: 1.7547, loss: 1.7547, grad_norm: 4.7464 2021-01-30 17:01:42,065 - mmaction - INFO - Epoch [74][100/3757] lr: 1.000e-03, eta: 13:54:57, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8141, loss_cls: 1.6373, loss: 1.6373, grad_norm: 4.5835 2021-01-30 17:01:46,289 - mmaction - INFO - Epoch [74][120/3757] lr: 1.000e-03, eta: 13:54:45, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7491, loss: 1.7491, grad_norm: 4.7185 2021-01-30 17:01:50,568 - mmaction - INFO - Epoch [74][140/3757] lr: 1.000e-03, eta: 13:54:33, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8031, loss_cls: 1.6917, loss: 1.6917, grad_norm: 4.5241 2021-01-30 17:01:54,723 - mmaction - INFO - Epoch [74][160/3757] lr: 1.000e-03, eta: 13:54:21, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7922, loss_cls: 1.7349, loss: 1.7349, grad_norm: 4.7274 2021-01-30 17:01:58,880 - mmaction - INFO - Epoch [74][180/3757] lr: 1.000e-03, eta: 13:54:09, time: 0.208, data_time: 0.000, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7381, loss: 1.7381, grad_norm: 4.7231 2021-01-30 17:02:03,159 - mmaction - INFO - Epoch [74][200/3757] lr: 1.000e-03, eta: 13:53:57, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7257, loss: 1.7257, grad_norm: 4.6479 2021-01-30 17:02:07,339 - mmaction - INFO - Epoch [74][220/3757] lr: 1.000e-03, eta: 13:53:45, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8117, loss_cls: 1.7227, loss: 1.7227, grad_norm: 4.7352 2021-01-30 17:02:11,683 - mmaction - INFO - Epoch [74][240/3757] lr: 1.000e-03, eta: 13:53:33, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8172, loss_cls: 1.6362, loss: 1.6362, grad_norm: 4.6525 2021-01-30 17:02:15,841 - mmaction - INFO - Epoch [74][260/3757] lr: 1.000e-03, eta: 13:53:21, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8289, loss_cls: 1.6587, loss: 1.6587, grad_norm: 4.6104 2021-01-30 17:02:20,044 - mmaction - INFO - Epoch [74][280/3757] lr: 1.000e-03, eta: 13:53:09, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6778, loss: 1.6778, grad_norm: 4.6264 2021-01-30 17:02:24,356 - mmaction - INFO - Epoch [74][300/3757] lr: 1.000e-03, eta: 13:52:57, time: 0.216, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8195, loss_cls: 1.6728, loss: 1.6728, grad_norm: 4.6399 2021-01-30 17:02:28,599 - mmaction - INFO - Epoch [74][320/3757] lr: 1.000e-03, eta: 13:52:45, time: 0.212, data_time: 0.000, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8133, loss_cls: 1.6706, loss: 1.6706, grad_norm: 4.6124 2021-01-30 17:02:32,963 - mmaction - INFO - Epoch [74][340/3757] lr: 1.000e-03, eta: 13:52:33, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8016, loss_cls: 1.7029, loss: 1.7029, grad_norm: 4.5602 2021-01-30 17:02:37,407 - mmaction - INFO - Epoch [74][360/3757] lr: 1.000e-03, eta: 13:52:21, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8195, loss_cls: 1.6585, loss: 1.6585, grad_norm: 4.5883 2021-01-30 17:02:41,881 - mmaction - INFO - Epoch [74][380/3757] lr: 1.000e-03, eta: 13:52:09, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.7179, loss: 1.7179, grad_norm: 4.6134 2021-01-30 17:02:46,551 - mmaction - INFO - Epoch [74][400/3757] lr: 1.000e-03, eta: 13:51:58, time: 0.233, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8289, loss_cls: 1.6028, loss: 1.6028, grad_norm: 4.4657 2021-01-30 17:02:50,890 - mmaction - INFO - Epoch [74][420/3757] lr: 1.000e-03, eta: 13:51:46, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7945, loss_cls: 1.7207, loss: 1.7207, grad_norm: 4.6208 2021-01-30 17:02:55,279 - mmaction - INFO - Epoch [74][440/3757] lr: 1.000e-03, eta: 13:51:34, time: 0.220, data_time: 0.005, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8383, loss_cls: 1.5669, loss: 1.5669, grad_norm: 4.6150 2021-01-30 17:02:59,752 - mmaction - INFO - Epoch [74][460/3757] lr: 1.000e-03, eta: 13:51:22, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.6477, loss: 1.6477, grad_norm: 4.5940 2021-01-30 17:03:04,275 - mmaction - INFO - Epoch [74][480/3757] lr: 1.000e-03, eta: 13:51:10, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8250, loss_cls: 1.6110, loss: 1.6110, grad_norm: 4.6666 2021-01-30 17:03:08,725 - mmaction - INFO - Epoch [74][500/3757] lr: 1.000e-03, eta: 13:50:58, time: 0.223, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8063, loss_cls: 1.6931, loss: 1.6931, grad_norm: 4.7839 2021-01-30 17:03:13,676 - mmaction - INFO - Epoch [74][520/3757] lr: 1.000e-03, eta: 13:50:47, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.6526, loss: 1.6526, grad_norm: 4.7256 2021-01-30 17:03:18,403 - mmaction - INFO - Epoch [74][540/3757] lr: 1.000e-03, eta: 13:50:35, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8102, loss_cls: 1.6740, loss: 1.6740, grad_norm: 4.6866 2021-01-30 17:03:23,509 - mmaction - INFO - Epoch [74][560/3757] lr: 1.000e-03, eta: 13:50:23, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8070, loss_cls: 1.6638, loss: 1.6638, grad_norm: 4.5720 2021-01-30 17:03:28,400 - mmaction - INFO - Epoch [74][580/3757] lr: 1.000e-03, eta: 13:50:11, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8063, loss_cls: 1.7669, loss: 1.7669, grad_norm: 4.6852 2021-01-30 17:03:33,080 - mmaction - INFO - Epoch [74][600/3757] lr: 1.000e-03, eta: 13:50:00, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7984, loss_cls: 1.7509, loss: 1.7509, grad_norm: 4.5797 2021-01-30 17:03:37,883 - mmaction - INFO - Epoch [74][620/3757] lr: 1.000e-03, eta: 13:49:48, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8148, loss_cls: 1.6522, loss: 1.6522, grad_norm: 4.4781 2021-01-30 17:03:42,619 - mmaction - INFO - Epoch [74][640/3757] lr: 1.000e-03, eta: 13:49:36, time: 0.236, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8266, loss_cls: 1.6141, loss: 1.6141, grad_norm: 4.5566 2021-01-30 17:03:47,653 - mmaction - INFO - Epoch [74][660/3757] lr: 1.000e-03, eta: 13:49:25, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8070, loss_cls: 1.6878, loss: 1.6878, grad_norm: 4.7553 2021-01-30 17:03:52,943 - mmaction - INFO - Epoch [74][680/3757] lr: 1.000e-03, eta: 13:49:13, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7317, loss: 1.7317, grad_norm: 4.7224 2021-01-30 17:03:58,838 - mmaction - INFO - Epoch [74][700/3757] lr: 1.000e-03, eta: 13:49:02, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8195, loss_cls: 1.6559, loss: 1.6559, grad_norm: 4.5554 2021-01-30 17:04:04,365 - mmaction - INFO - Epoch [74][720/3757] lr: 1.000e-03, eta: 13:48:50, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8164, loss_cls: 1.6394, loss: 1.6394, grad_norm: 4.6022 2021-01-30 17:04:10,301 - mmaction - INFO - Epoch [74][740/3757] lr: 1.000e-03, eta: 13:48:39, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6964, loss: 1.6964, grad_norm: 4.6291 2021-01-30 17:04:15,320 - mmaction - INFO - Epoch [74][760/3757] lr: 1.000e-03, eta: 13:48:27, time: 0.251, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8234, loss_cls: 1.6184, loss: 1.6184, grad_norm: 4.5623 2021-01-30 17:04:20,612 - mmaction - INFO - Epoch [74][780/3757] lr: 1.000e-03, eta: 13:48:16, time: 0.265, data_time: 0.005, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8117, loss_cls: 1.7158, loss: 1.7158, grad_norm: 4.7009 2021-01-30 17:04:25,777 - mmaction - INFO - Epoch [74][800/3757] lr: 1.000e-03, eta: 13:48:04, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7813, loss: 1.7813, grad_norm: 4.6636 2021-01-30 17:04:31,006 - mmaction - INFO - Epoch [74][820/3757] lr: 1.000e-03, eta: 13:47:52, time: 0.261, data_time: 0.005, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7984, loss_cls: 1.7845, loss: 1.7845, grad_norm: 4.5710 2021-01-30 17:04:37,020 - mmaction - INFO - Epoch [74][840/3757] lr: 1.000e-03, eta: 13:47:41, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6367, top5_acc: 0.8422, loss_cls: 1.5189, loss: 1.5189, grad_norm: 4.4152 2021-01-30 17:04:42,483 - mmaction - INFO - Epoch [74][860/3757] lr: 1.000e-03, eta: 13:47:30, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7869, loss: 1.7869, grad_norm: 4.8583 2021-01-30 17:04:47,597 - mmaction - INFO - Epoch [74][880/3757] lr: 1.000e-03, eta: 13:47:18, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8297, loss_cls: 1.5934, loss: 1.5934, grad_norm: 4.5938 2021-01-30 17:04:53,056 - mmaction - INFO - Epoch [74][900/3757] lr: 1.000e-03, eta: 13:47:07, time: 0.273, data_time: 0.006, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8242, loss_cls: 1.6101, loss: 1.6101, grad_norm: 4.5277 2021-01-30 17:04:57,856 - mmaction - INFO - Epoch [74][920/3757] lr: 1.000e-03, eta: 13:46:55, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8313, loss_cls: 1.6399, loss: 1.6399, grad_norm: 4.6146 2021-01-30 17:05:02,867 - mmaction - INFO - Epoch [74][940/3757] lr: 1.000e-03, eta: 13:46:43, time: 0.250, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8195, loss_cls: 1.6912, loss: 1.6912, grad_norm: 4.7025 2021-01-30 17:05:08,749 - mmaction - INFO - Epoch [74][960/3757] lr: 1.000e-03, eta: 13:46:32, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.6925, loss: 1.6925, grad_norm: 4.7460 2021-01-30 17:05:14,490 - mmaction - INFO - Epoch [74][980/3757] lr: 1.000e-03, eta: 13:46:21, time: 0.288, data_time: 0.005, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6715, loss: 1.6715, grad_norm: 4.6366 2021-01-30 17:05:19,831 - mmaction - INFO - Epoch [74][1000/3757] lr: 1.000e-03, eta: 13:46:09, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.7380, loss: 1.7380, grad_norm: 4.6540 2021-01-30 17:05:26,159 - mmaction - INFO - Epoch [74][1020/3757] lr: 1.000e-03, eta: 13:45:58, time: 0.316, data_time: 0.005, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8289, loss_cls: 1.6041, loss: 1.6041, grad_norm: 4.5437 2021-01-30 17:05:31,426 - mmaction - INFO - Epoch [74][1040/3757] lr: 1.000e-03, eta: 13:45:46, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7969, loss_cls: 1.7135, loss: 1.7135, grad_norm: 4.6507 2021-01-30 17:05:36,677 - mmaction - INFO - Epoch [74][1060/3757] lr: 1.000e-03, eta: 13:45:35, time: 0.262, data_time: 0.005, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8164, loss_cls: 1.6038, loss: 1.6038, grad_norm: 4.6086 2021-01-30 17:05:42,150 - mmaction - INFO - Epoch [74][1080/3757] lr: 1.000e-03, eta: 13:45:23, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8219, loss_cls: 1.6472, loss: 1.6472, grad_norm: 4.6155 2021-01-30 17:05:47,869 - mmaction - INFO - Epoch [74][1100/3757] lr: 1.000e-03, eta: 13:45:12, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6327, loss: 1.6327, grad_norm: 4.5968 2021-01-30 17:05:53,527 - mmaction - INFO - Epoch [74][1120/3757] lr: 1.000e-03, eta: 13:45:01, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8117, loss_cls: 1.6213, loss: 1.6213, grad_norm: 4.6322 2021-01-30 17:05:59,207 - mmaction - INFO - Epoch [74][1140/3757] lr: 1.000e-03, eta: 13:44:49, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7907, loss: 1.7907, grad_norm: 4.8211 2021-01-30 17:06:05,292 - mmaction - INFO - Epoch [74][1160/3757] lr: 1.000e-03, eta: 13:44:38, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8203, loss_cls: 1.6713, loss: 1.6713, grad_norm: 4.6452 2021-01-30 17:06:10,683 - mmaction - INFO - Epoch [74][1180/3757] lr: 1.000e-03, eta: 13:44:26, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8125, loss_cls: 1.6998, loss: 1.6998, grad_norm: 4.6650 2021-01-30 17:06:17,225 - mmaction - INFO - Epoch [74][1200/3757] lr: 1.000e-03, eta: 13:44:15, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8234, loss_cls: 1.6580, loss: 1.6580, grad_norm: 4.5491 2021-01-30 17:06:22,790 - mmaction - INFO - Epoch [74][1220/3757] lr: 1.000e-03, eta: 13:44:04, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8211, loss_cls: 1.6525, loss: 1.6525, grad_norm: 4.7039 2021-01-30 17:06:27,882 - mmaction - INFO - Epoch [74][1240/3757] lr: 1.000e-03, eta: 13:43:52, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.6994, loss: 1.6994, grad_norm: 4.5221 2021-01-30 17:06:33,898 - mmaction - INFO - Epoch [74][1260/3757] lr: 1.000e-03, eta: 13:43:41, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6552, loss: 1.6552, grad_norm: 4.5431 2021-01-30 17:06:39,418 - mmaction - INFO - Epoch [74][1280/3757] lr: 1.000e-03, eta: 13:43:30, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8125, loss_cls: 1.6645, loss: 1.6645, grad_norm: 4.5957 2021-01-30 17:06:45,175 - mmaction - INFO - Epoch [74][1300/3757] lr: 1.000e-03, eta: 13:43:18, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8242, loss_cls: 1.6188, loss: 1.6188, grad_norm: 4.5011 2021-01-30 17:06:50,978 - mmaction - INFO - Epoch [74][1320/3757] lr: 1.000e-03, eta: 13:43:07, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8055, loss_cls: 1.7007, loss: 1.7007, grad_norm: 4.7127 2021-01-30 17:06:56,774 - mmaction - INFO - Epoch [74][1340/3757] lr: 1.000e-03, eta: 13:42:55, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.7828, loss_cls: 1.7650, loss: 1.7650, grad_norm: 4.6011 2021-01-30 17:07:03,266 - mmaction - INFO - Epoch [74][1360/3757] lr: 1.000e-03, eta: 13:42:44, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8141, loss_cls: 1.6312, loss: 1.6312, grad_norm: 4.5026 2021-01-30 17:07:09,511 - mmaction - INFO - Epoch [74][1380/3757] lr: 1.000e-03, eta: 13:42:33, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6468, loss: 1.6468, grad_norm: 4.5738 2021-01-30 17:07:14,918 - mmaction - INFO - Epoch [74][1400/3757] lr: 1.000e-03, eta: 13:42:22, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8063, loss_cls: 1.6798, loss: 1.6798, grad_norm: 4.5418 2021-01-30 17:07:20,989 - mmaction - INFO - Epoch [74][1420/3757] lr: 1.000e-03, eta: 13:42:10, time: 0.304, data_time: 0.004, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8125, loss_cls: 1.7971, loss: 1.7971, grad_norm: 4.8459 2021-01-30 17:07:27,017 - mmaction - INFO - Epoch [74][1440/3757] lr: 1.000e-03, eta: 13:41:59, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8102, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.5439 2021-01-30 17:07:33,536 - mmaction - INFO - Epoch [74][1460/3757] lr: 1.000e-03, eta: 13:41:48, time: 0.326, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8109, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.5508 2021-01-30 17:07:39,588 - mmaction - INFO - Epoch [74][1480/3757] lr: 1.000e-03, eta: 13:41:37, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.6042, loss: 1.6042, grad_norm: 4.5118 2021-01-30 17:07:45,042 - mmaction - INFO - Epoch [74][1500/3757] lr: 1.000e-03, eta: 13:41:25, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8242, loss_cls: 1.6355, loss: 1.6355, grad_norm: 4.7046 2021-01-30 17:07:50,329 - mmaction - INFO - Epoch [74][1520/3757] lr: 1.000e-03, eta: 13:41:14, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8305, loss_cls: 1.6311, loss: 1.6311, grad_norm: 4.7319 2021-01-30 17:07:56,502 - mmaction - INFO - Epoch [74][1540/3757] lr: 1.000e-03, eta: 13:41:03, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.6874, loss: 1.6874, grad_norm: 4.6241 2021-01-30 17:08:02,537 - mmaction - INFO - Epoch [74][1560/3757] lr: 1.000e-03, eta: 13:40:51, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8172, loss_cls: 1.6149, loss: 1.6149, grad_norm: 4.3885 2021-01-30 17:08:08,356 - mmaction - INFO - Epoch [74][1580/3757] lr: 1.000e-03, eta: 13:40:40, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7867, loss_cls: 1.7935, loss: 1.7935, grad_norm: 4.7315 2021-01-30 17:08:14,444 - mmaction - INFO - Epoch [74][1600/3757] lr: 1.000e-03, eta: 13:40:29, time: 0.304, data_time: 0.000, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8141, loss_cls: 1.6632, loss: 1.6632, grad_norm: 4.6066 2021-01-30 17:08:19,879 - mmaction - INFO - Epoch [74][1620/3757] lr: 1.000e-03, eta: 13:40:17, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8117, loss_cls: 1.7101, loss: 1.7101, grad_norm: 4.6571 2021-01-30 17:08:25,679 - mmaction - INFO - Epoch [74][1640/3757] lr: 1.000e-03, eta: 13:40:06, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8195, loss_cls: 1.6907, loss: 1.6907, grad_norm: 4.6498 2021-01-30 17:08:32,054 - mmaction - INFO - Epoch [74][1660/3757] lr: 1.000e-03, eta: 13:39:55, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8133, loss_cls: 1.7403, loss: 1.7403, grad_norm: 4.6889 2021-01-30 17:08:37,356 - mmaction - INFO - Epoch [74][1680/3757] lr: 1.000e-03, eta: 13:39:44, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6464, loss: 1.6464, grad_norm: 4.5286 2021-01-30 17:08:43,798 - mmaction - INFO - Epoch [74][1700/3757] lr: 1.000e-03, eta: 13:39:32, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8102, loss_cls: 1.7203, loss: 1.7203, grad_norm: 4.8528 2021-01-30 17:08:49,041 - mmaction - INFO - Epoch [74][1720/3757] lr: 1.000e-03, eta: 13:39:21, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.6355, loss: 1.6355, grad_norm: 4.6334 2021-01-30 17:08:54,879 - mmaction - INFO - Epoch [74][1740/3757] lr: 1.000e-03, eta: 13:39:10, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.6641, loss: 1.6641, grad_norm: 4.4841 2021-01-30 17:09:00,636 - mmaction - INFO - Epoch [74][1760/3757] lr: 1.000e-03, eta: 13:38:58, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8039, loss_cls: 1.7101, loss: 1.7101, grad_norm: 4.5681 2021-01-30 17:09:06,881 - mmaction - INFO - Epoch [74][1780/3757] lr: 1.000e-03, eta: 13:38:47, time: 0.311, data_time: 0.004, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7992, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.7513 2021-01-30 17:09:12,407 - mmaction - INFO - Epoch [74][1800/3757] lr: 1.000e-03, eta: 13:38:36, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6579, loss: 1.6579, grad_norm: 4.5726 2021-01-30 17:09:18,484 - mmaction - INFO - Epoch [74][1820/3757] lr: 1.000e-03, eta: 13:38:24, time: 0.304, data_time: 0.004, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8000, loss_cls: 1.7677, loss: 1.7677, grad_norm: 4.7919 2021-01-30 17:09:24,748 - mmaction - INFO - Epoch [74][1840/3757] lr: 1.000e-03, eta: 13:38:13, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7554, loss: 1.7554, grad_norm: 4.7023 2021-01-30 17:09:29,948 - mmaction - INFO - Epoch [74][1860/3757] lr: 1.000e-03, eta: 13:38:02, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8141, loss_cls: 1.6556, loss: 1.6556, grad_norm: 4.6254 2021-01-30 17:09:36,545 - mmaction - INFO - Epoch [74][1880/3757] lr: 1.000e-03, eta: 13:37:51, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8148, loss_cls: 1.7032, loss: 1.7032, grad_norm: 4.7281 2021-01-30 17:09:42,420 - mmaction - INFO - Epoch [74][1900/3757] lr: 1.000e-03, eta: 13:37:39, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.7298, loss: 1.7298, grad_norm: 4.6326 2021-01-30 17:09:48,246 - mmaction - INFO - Epoch [74][1920/3757] lr: 1.000e-03, eta: 13:37:28, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8055, loss_cls: 1.6739, loss: 1.6739, grad_norm: 4.5829 2021-01-30 17:09:54,766 - mmaction - INFO - Epoch [74][1940/3757] lr: 1.000e-03, eta: 13:37:17, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8242, loss_cls: 1.5779, loss: 1.5779, grad_norm: 4.4486 2021-01-30 17:10:00,476 - mmaction - INFO - Epoch [74][1960/3757] lr: 1.000e-03, eta: 13:37:06, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8023, loss_cls: 1.7304, loss: 1.7304, grad_norm: 4.7808 2021-01-30 17:10:06,556 - mmaction - INFO - Epoch [74][1980/3757] lr: 1.000e-03, eta: 13:36:54, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5602, top5_acc: 0.7836, loss_cls: 1.8258, loss: 1.8258, grad_norm: 4.8531 2021-01-30 17:10:12,337 - mmaction - INFO - Epoch [74][2000/3757] lr: 1.000e-03, eta: 13:36:43, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8086, loss_cls: 1.6647, loss: 1.6647, grad_norm: 4.5432 2021-01-30 17:10:18,325 - mmaction - INFO - Epoch [74][2020/3757] lr: 1.000e-03, eta: 13:36:32, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8063, loss_cls: 1.6750, loss: 1.6750, grad_norm: 4.5634 2021-01-30 17:10:24,174 - mmaction - INFO - Epoch [74][2040/3757] lr: 1.000e-03, eta: 13:36:21, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8047, loss_cls: 1.7419, loss: 1.7419, grad_norm: 4.6805 2021-01-30 17:10:30,355 - mmaction - INFO - Epoch [74][2060/3757] lr: 1.000e-03, eta: 13:36:09, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8133, loss_cls: 1.6648, loss: 1.6648, grad_norm: 4.6374 2021-01-30 17:10:36,028 - mmaction - INFO - Epoch [74][2080/3757] lr: 1.000e-03, eta: 13:35:58, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8047, loss_cls: 1.7269, loss: 1.7269, grad_norm: 4.6516 2021-01-30 17:10:41,783 - mmaction - INFO - Epoch [74][2100/3757] lr: 1.000e-03, eta: 13:35:47, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8094, loss_cls: 1.6693, loss: 1.6693, grad_norm: 4.5936 2021-01-30 17:10:48,191 - mmaction - INFO - Epoch [74][2120/3757] lr: 1.000e-03, eta: 13:35:36, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8070, loss_cls: 1.6798, loss: 1.6798, grad_norm: 4.5795 2021-01-30 17:10:54,352 - mmaction - INFO - Epoch [74][2140/3757] lr: 1.000e-03, eta: 13:35:24, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8117, loss_cls: 1.6985, loss: 1.6985, grad_norm: 4.6990 2021-01-30 17:11:00,360 - mmaction - INFO - Epoch [74][2160/3757] lr: 1.000e-03, eta: 13:35:13, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.6627 2021-01-30 17:11:06,209 - mmaction - INFO - Epoch [74][2180/3757] lr: 1.000e-03, eta: 13:35:02, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.6759, loss: 1.6759, grad_norm: 4.6435 2021-01-30 17:11:12,179 - mmaction - INFO - Epoch [74][2200/3757] lr: 1.000e-03, eta: 13:34:51, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.6740, loss: 1.6740, grad_norm: 4.6043 2021-01-30 17:11:18,391 - mmaction - INFO - Epoch [74][2220/3757] lr: 1.000e-03, eta: 13:34:40, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.6512, loss: 1.6512, grad_norm: 4.5148 2021-01-30 17:11:24,006 - mmaction - INFO - Epoch [74][2240/3757] lr: 1.000e-03, eta: 13:34:28, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8016, loss_cls: 1.7425, loss: 1.7425, grad_norm: 4.6687 2021-01-30 17:11:29,977 - mmaction - INFO - Epoch [74][2260/3757] lr: 1.000e-03, eta: 13:34:17, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8211, loss_cls: 1.6815, loss: 1.6815, grad_norm: 4.5898 2021-01-30 17:11:36,097 - mmaction - INFO - Epoch [74][2280/3757] lr: 1.000e-03, eta: 13:34:06, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8039, loss_cls: 1.7077, loss: 1.7077, grad_norm: 4.6948 2021-01-30 17:11:41,479 - mmaction - INFO - Epoch [74][2300/3757] lr: 1.000e-03, eta: 13:33:54, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7297, loss: 1.7297, grad_norm: 4.6890 2021-01-30 17:11:47,257 - mmaction - INFO - Epoch [74][2320/3757] lr: 1.000e-03, eta: 13:33:43, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7898, loss_cls: 1.8288, loss: 1.8288, grad_norm: 4.7212 2021-01-30 17:11:53,220 - mmaction - INFO - Epoch [74][2340/3757] lr: 1.000e-03, eta: 13:33:32, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6340, loss: 1.6340, grad_norm: 4.4937 2021-01-30 17:11:59,290 - mmaction - INFO - Epoch [74][2360/3757] lr: 1.000e-03, eta: 13:33:20, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8047, loss_cls: 1.6880, loss: 1.6880, grad_norm: 4.5693 2021-01-30 17:12:05,419 - mmaction - INFO - Epoch [74][2380/3757] lr: 1.000e-03, eta: 13:33:09, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8227, loss_cls: 1.6540, loss: 1.6540, grad_norm: 4.5443 2021-01-30 17:12:11,633 - mmaction - INFO - Epoch [74][2400/3757] lr: 1.000e-03, eta: 13:32:58, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7048, loss: 1.7048, grad_norm: 4.7102 2021-01-30 17:12:17,213 - mmaction - INFO - Epoch [74][2420/3757] lr: 1.000e-03, eta: 13:32:47, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8164, loss_cls: 1.6882, loss: 1.6882, grad_norm: 4.6082 2021-01-30 17:12:24,003 - mmaction - INFO - Epoch [74][2440/3757] lr: 1.000e-03, eta: 13:32:36, time: 0.340, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8242, loss_cls: 1.6778, loss: 1.6778, grad_norm: 4.5866 2021-01-30 17:12:29,870 - mmaction - INFO - Epoch [74][2460/3757] lr: 1.000e-03, eta: 13:32:25, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7828, loss_cls: 1.8510, loss: 1.8510, grad_norm: 4.7719 2021-01-30 17:12:36,391 - mmaction - INFO - Epoch [74][2480/3757] lr: 1.000e-03, eta: 13:32:14, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6909, loss: 1.6909, grad_norm: 4.6039 2021-01-30 17:12:42,038 - mmaction - INFO - Epoch [74][2500/3757] lr: 1.000e-03, eta: 13:32:02, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8172, loss_cls: 1.6792, loss: 1.6792, grad_norm: 4.5856 2021-01-30 17:12:48,567 - mmaction - INFO - Epoch [74][2520/3757] lr: 1.000e-03, eta: 13:31:51, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8227, loss_cls: 1.6651, loss: 1.6651, grad_norm: 4.5724 2021-01-30 17:12:54,112 - mmaction - INFO - Epoch [74][2540/3757] lr: 1.000e-03, eta: 13:31:40, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.6755, loss: 1.6755, grad_norm: 4.6071 2021-01-30 17:13:00,536 - mmaction - INFO - Epoch [74][2560/3757] lr: 1.000e-03, eta: 13:31:29, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8344, loss_cls: 1.5748, loss: 1.5748, grad_norm: 4.5952 2021-01-30 17:13:06,615 - mmaction - INFO - Epoch [74][2580/3757] lr: 1.000e-03, eta: 13:31:17, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7883, loss_cls: 1.7933, loss: 1.7933, grad_norm: 4.6582 2021-01-30 17:13:12,308 - mmaction - INFO - Epoch [74][2600/3757] lr: 1.000e-03, eta: 13:31:06, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8320, loss_cls: 1.6476, loss: 1.6476, grad_norm: 4.5631 2021-01-30 17:13:18,526 - mmaction - INFO - Epoch [74][2620/3757] lr: 1.000e-03, eta: 13:30:55, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7961, loss_cls: 1.7318, loss: 1.7318, grad_norm: 4.6583 2021-01-30 17:13:24,264 - mmaction - INFO - Epoch [74][2640/3757] lr: 1.000e-03, eta: 13:30:44, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6701, loss: 1.6701, grad_norm: 4.5651 2021-01-30 17:13:30,699 - mmaction - INFO - Epoch [74][2660/3757] lr: 1.000e-03, eta: 13:30:33, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6907, loss: 1.6907, grad_norm: 4.5767 2021-01-30 17:13:36,675 - mmaction - INFO - Epoch [74][2680/3757] lr: 1.000e-03, eta: 13:30:21, time: 0.299, data_time: 0.006, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8164, loss_cls: 1.6594, loss: 1.6594, grad_norm: 4.6207 2021-01-30 17:13:43,803 - mmaction - INFO - Epoch [74][2700/3757] lr: 1.000e-03, eta: 13:30:11, time: 0.357, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8047, loss_cls: 1.7336, loss: 1.7336, grad_norm: 4.7084 2021-01-30 17:13:49,172 - mmaction - INFO - Epoch [74][2720/3757] lr: 1.000e-03, eta: 13:29:59, time: 0.268, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7930, loss_cls: 1.7718, loss: 1.7718, grad_norm: 4.6571 2021-01-30 17:13:55,014 - mmaction - INFO - Epoch [74][2740/3757] lr: 1.000e-03, eta: 13:29:48, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7984, loss_cls: 1.7344, loss: 1.7344, grad_norm: 4.7519 2021-01-30 17:14:01,165 - mmaction - INFO - Epoch [74][2760/3757] lr: 1.000e-03, eta: 13:29:37, time: 0.308, data_time: 0.004, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7961, loss_cls: 1.8227, loss: 1.8227, grad_norm: 4.8611 2021-01-30 17:14:07,268 - mmaction - INFO - Epoch [74][2780/3757] lr: 1.000e-03, eta: 13:29:26, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8258, loss_cls: 1.6061, loss: 1.6061, grad_norm: 4.4841 2021-01-30 17:14:13,621 - mmaction - INFO - Epoch [74][2800/3757] lr: 1.000e-03, eta: 13:29:14, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8172, loss_cls: 1.6490, loss: 1.6490, grad_norm: 4.5588 2021-01-30 17:14:19,928 - mmaction - INFO - Epoch [74][2820/3757] lr: 1.000e-03, eta: 13:29:03, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8047, loss_cls: 1.7181, loss: 1.7181, grad_norm: 4.6753 2021-01-30 17:14:25,848 - mmaction - INFO - Epoch [74][2840/3757] lr: 1.000e-03, eta: 13:28:52, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6202, loss: 1.6202, grad_norm: 4.5741 2021-01-30 17:14:32,012 - mmaction - INFO - Epoch [74][2860/3757] lr: 1.000e-03, eta: 13:28:41, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7353, loss: 1.7353, grad_norm: 4.7454 2021-01-30 17:14:38,377 - mmaction - INFO - Epoch [74][2880/3757] lr: 1.000e-03, eta: 13:28:30, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7969, loss_cls: 1.7141, loss: 1.7141, grad_norm: 4.6478 2021-01-30 17:14:44,371 - mmaction - INFO - Epoch [74][2900/3757] lr: 1.000e-03, eta: 13:28:19, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.6575, loss: 1.6575, grad_norm: 4.6375 2021-01-30 17:14:50,860 - mmaction - INFO - Epoch [74][2920/3757] lr: 1.000e-03, eta: 13:28:08, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8102, loss_cls: 1.6730, loss: 1.6730, grad_norm: 4.6637 2021-01-30 17:14:56,409 - mmaction - INFO - Epoch [74][2940/3757] lr: 1.000e-03, eta: 13:27:56, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.7992, loss_cls: 1.7109, loss: 1.7109, grad_norm: 4.6193 2021-01-30 17:15:02,981 - mmaction - INFO - Epoch [74][2960/3757] lr: 1.000e-03, eta: 13:27:45, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.6749, loss: 1.6749, grad_norm: 4.6400 2021-01-30 17:15:09,014 - mmaction - INFO - Epoch [74][2980/3757] lr: 1.000e-03, eta: 13:27:34, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.7961, loss_cls: 1.6614, loss: 1.6614, grad_norm: 4.5283 2021-01-30 17:15:14,546 - mmaction - INFO - Epoch [74][3000/3757] lr: 1.000e-03, eta: 13:27:23, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8078, loss_cls: 1.7268, loss: 1.7268, grad_norm: 4.7087 2021-01-30 17:15:20,332 - mmaction - INFO - Epoch [74][3020/3757] lr: 1.000e-03, eta: 13:27:11, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.7076, loss: 1.7076, grad_norm: 4.7233 2021-01-30 17:15:26,460 - mmaction - INFO - Epoch [74][3040/3757] lr: 1.000e-03, eta: 13:27:00, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7992, loss_cls: 1.7723, loss: 1.7723, grad_norm: 4.7936 2021-01-30 17:15:32,829 - mmaction - INFO - Epoch [74][3060/3757] lr: 1.000e-03, eta: 13:26:49, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8133, loss_cls: 1.7102, loss: 1.7102, grad_norm: 4.6343 2021-01-30 17:15:38,459 - mmaction - INFO - Epoch [74][3080/3757] lr: 1.000e-03, eta: 13:26:38, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8148, loss_cls: 1.6867, loss: 1.6867, grad_norm: 4.6143 2021-01-30 17:15:44,504 - mmaction - INFO - Epoch [74][3100/3757] lr: 1.000e-03, eta: 13:26:27, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.6936, loss: 1.6936, grad_norm: 4.6535 2021-01-30 17:15:51,056 - mmaction - INFO - Epoch [74][3120/3757] lr: 1.000e-03, eta: 13:26:16, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8320, loss_cls: 1.5817, loss: 1.5817, grad_norm: 4.5567 2021-01-30 17:15:57,007 - mmaction - INFO - Epoch [74][3140/3757] lr: 1.000e-03, eta: 13:26:04, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7969, loss_cls: 1.7529, loss: 1.7529, grad_norm: 4.8083 2021-01-30 17:16:02,530 - mmaction - INFO - Epoch [74][3160/3757] lr: 1.000e-03, eta: 13:25:53, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8047, loss_cls: 1.7165, loss: 1.7165, grad_norm: 4.6233 2021-01-30 17:16:08,056 - mmaction - INFO - Epoch [74][3180/3757] lr: 1.000e-03, eta: 13:25:42, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.7379, loss: 1.7379, grad_norm: 4.6682 2021-01-30 17:16:14,169 - mmaction - INFO - Epoch [74][3200/3757] lr: 1.000e-03, eta: 13:25:31, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8000, loss_cls: 1.7409, loss: 1.7409, grad_norm: 4.6381 2021-01-30 17:16:20,400 - mmaction - INFO - Epoch [74][3220/3757] lr: 1.000e-03, eta: 13:25:19, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8195, loss_cls: 1.6925, loss: 1.6925, grad_norm: 4.7049 2021-01-30 17:16:27,214 - mmaction - INFO - Epoch [74][3240/3757] lr: 1.000e-03, eta: 13:25:08, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.6727, loss: 1.6727, grad_norm: 4.6116 2021-01-30 17:16:32,838 - mmaction - INFO - Epoch [74][3260/3757] lr: 1.000e-03, eta: 13:24:57, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7922, loss_cls: 1.7450, loss: 1.7450, grad_norm: 4.7901 2021-01-30 17:16:38,711 - mmaction - INFO - Epoch [74][3280/3757] lr: 1.000e-03, eta: 13:24:46, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8305, loss_cls: 1.6253, loss: 1.6253, grad_norm: 4.6014 2021-01-30 17:16:44,403 - mmaction - INFO - Epoch [74][3300/3757] lr: 1.000e-03, eta: 13:24:35, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8070, loss_cls: 1.7164, loss: 1.7164, grad_norm: 4.6497 2021-01-30 17:16:50,694 - mmaction - INFO - Epoch [74][3320/3757] lr: 1.000e-03, eta: 13:24:24, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8055, loss_cls: 1.7339, loss: 1.7339, grad_norm: 4.6363 2021-01-30 17:16:56,670 - mmaction - INFO - Epoch [74][3340/3757] lr: 1.000e-03, eta: 13:24:12, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8289, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.5561 2021-01-30 17:17:02,995 - mmaction - INFO - Epoch [74][3360/3757] lr: 1.000e-03, eta: 13:24:01, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.6206, loss: 1.6206, grad_norm: 4.7818 2021-01-30 17:17:08,771 - mmaction - INFO - Epoch [74][3380/3757] lr: 1.000e-03, eta: 13:23:50, time: 0.288, data_time: 0.005, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8117, loss_cls: 1.6914, loss: 1.6914, grad_norm: 4.6007 2021-01-30 17:17:14,685 - mmaction - INFO - Epoch [74][3400/3757] lr: 1.000e-03, eta: 13:23:39, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7984, loss_cls: 1.7313, loss: 1.7313, grad_norm: 4.6201 2021-01-30 17:17:22,165 - mmaction - INFO - Epoch [74][3420/3757] lr: 1.000e-03, eta: 13:23:28, time: 0.374, data_time: 0.005, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7883, loss_cls: 1.7893, loss: 1.7893, grad_norm: 4.6540 2021-01-30 17:17:27,974 - mmaction - INFO - Epoch [74][3440/3757] lr: 1.000e-03, eta: 13:23:17, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.7369, loss: 1.7369, grad_norm: 4.6676 2021-01-30 17:17:34,322 - mmaction - INFO - Epoch [74][3460/3757] lr: 1.000e-03, eta: 13:23:06, time: 0.317, data_time: 0.006, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8133, loss_cls: 1.7215, loss: 1.7215, grad_norm: 4.7573 2021-01-30 17:17:39,477 - mmaction - INFO - Epoch [74][3480/3757] lr: 1.000e-03, eta: 13:22:54, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8086, loss_cls: 1.7243, loss: 1.7243, grad_norm: 4.6985 2021-01-30 17:17:46,306 - mmaction - INFO - Epoch [74][3500/3757] lr: 1.000e-03, eta: 13:22:43, time: 0.342, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8055, loss_cls: 1.6947, loss: 1.6947, grad_norm: 4.5477 2021-01-30 17:17:52,263 - mmaction - INFO - Epoch [74][3520/3757] lr: 1.000e-03, eta: 13:22:32, time: 0.298, data_time: 0.000, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8195, loss_cls: 1.6328, loss: 1.6328, grad_norm: 4.6420 2021-01-30 17:17:58,371 - mmaction - INFO - Epoch [74][3540/3757] lr: 1.000e-03, eta: 13:22:21, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8180, loss_cls: 1.6037, loss: 1.6037, grad_norm: 4.5599 2021-01-30 17:18:04,394 - mmaction - INFO - Epoch [74][3560/3757] lr: 1.000e-03, eta: 13:22:10, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7049, loss: 1.7049, grad_norm: 4.7877 2021-01-30 17:18:10,811 - mmaction - INFO - Epoch [74][3580/3757] lr: 1.000e-03, eta: 13:21:59, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.6427, loss: 1.6427, grad_norm: 4.6151 2021-01-30 17:18:16,464 - mmaction - INFO - Epoch [74][3600/3757] lr: 1.000e-03, eta: 13:21:47, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8258, loss_cls: 1.6410, loss: 1.6410, grad_norm: 4.6589 2021-01-30 17:18:22,072 - mmaction - INFO - Epoch [74][3620/3757] lr: 1.000e-03, eta: 13:21:36, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.7080, loss: 1.7080, grad_norm: 4.7811 2021-01-30 17:18:27,795 - mmaction - INFO - Epoch [74][3640/3757] lr: 1.000e-03, eta: 13:21:25, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8086, loss_cls: 1.7822, loss: 1.7822, grad_norm: 4.8047 2021-01-30 17:18:33,577 - mmaction - INFO - Epoch [74][3660/3757] lr: 1.000e-03, eta: 13:21:14, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8070, loss_cls: 1.7529, loss: 1.7529, grad_norm: 4.7952 2021-01-30 17:18:40,167 - mmaction - INFO - Epoch [74][3680/3757] lr: 1.000e-03, eta: 13:21:03, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8195, loss_cls: 1.6559, loss: 1.6559, grad_norm: 4.6119 2021-01-30 17:18:45,653 - mmaction - INFO - Epoch [74][3700/3757] lr: 1.000e-03, eta: 13:20:51, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.6942, loss: 1.6942, grad_norm: 4.7427 2021-01-30 17:18:51,390 - mmaction - INFO - Epoch [74][3720/3757] lr: 1.000e-03, eta: 13:20:40, time: 0.287, data_time: 0.000, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.6672, loss: 1.6672, grad_norm: 4.5934 2021-01-30 17:18:57,609 - mmaction - INFO - Epoch [74][3740/3757] lr: 1.000e-03, eta: 13:20:29, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8000, loss_cls: 1.7195, loss: 1.7195, grad_norm: 4.7092 2021-01-30 17:19:17,590 - mmaction - INFO - Saving checkpoint at 74 epochs 2021-01-30 17:30:45,766 - mmaction - INFO - Epoch [75][20/3757] lr: 1.000e-03, eta: 13:24:06, time: 34.383, data_time: 34.058, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8148, loss_cls: 1.7623, loss: 1.7623, grad_norm: 4.7655 2021-01-30 17:30:49,978 - mmaction - INFO - Epoch [75][40/3757] lr: 1.000e-03, eta: 13:23:54, time: 0.223, data_time: 0.015, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8117, loss_cls: 1.6412, loss: 1.6412, grad_norm: 4.5084 2021-01-30 17:30:54,269 - mmaction - INFO - Epoch [75][60/3757] lr: 1.000e-03, eta: 13:23:42, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6985, loss: 1.6985, grad_norm: 4.5155 2021-01-30 17:30:58,415 - mmaction - INFO - Epoch [75][80/3757] lr: 1.000e-03, eta: 13:23:30, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5618, loss: 1.5618, grad_norm: 4.5320 2021-01-30 17:31:02,628 - mmaction - INFO - Epoch [75][100/3757] lr: 1.000e-03, eta: 13:23:18, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8031, loss_cls: 1.7370, loss: 1.7370, grad_norm: 4.8631 2021-01-30 17:31:06,869 - mmaction - INFO - Epoch [75][120/3757] lr: 1.000e-03, eta: 13:23:07, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8313, loss_cls: 1.6659, loss: 1.6659, grad_norm: 4.6869 2021-01-30 17:31:11,030 - mmaction - INFO - Epoch [75][140/3757] lr: 1.000e-03, eta: 13:22:55, time: 0.208, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.7262, loss: 1.7262, grad_norm: 4.8169 2021-01-30 17:31:15,358 - mmaction - INFO - Epoch [75][160/3757] lr: 1.000e-03, eta: 13:22:43, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.6422, loss: 1.6422, grad_norm: 4.6300 2021-01-30 17:31:19,648 - mmaction - INFO - Epoch [75][180/3757] lr: 1.000e-03, eta: 13:22:31, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8023, loss_cls: 1.7369, loss: 1.7369, grad_norm: 4.6599 2021-01-30 17:31:23,933 - mmaction - INFO - Epoch [75][200/3757] lr: 1.000e-03, eta: 13:22:19, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.5625, top5_acc: 0.8148, loss_cls: 1.7080, loss: 1.7080, grad_norm: 4.7715 2021-01-30 17:31:28,062 - mmaction - INFO - Epoch [75][220/3757] lr: 1.000e-03, eta: 13:22:07, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.6247, loss: 1.6247, grad_norm: 4.5282 2021-01-30 17:31:32,222 - mmaction - INFO - Epoch [75][240/3757] lr: 1.000e-03, eta: 13:21:55, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8117, loss_cls: 1.6290, loss: 1.6290, grad_norm: 4.6385 2021-01-30 17:31:36,536 - mmaction - INFO - Epoch [75][260/3757] lr: 1.000e-03, eta: 13:21:44, time: 0.216, data_time: 0.004, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8180, loss_cls: 1.6474, loss: 1.6474, grad_norm: 4.5712 2021-01-30 17:31:40,700 - mmaction - INFO - Epoch [75][280/3757] lr: 1.000e-03, eta: 13:21:32, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8164, loss_cls: 1.6855, loss: 1.6855, grad_norm: 4.6679 2021-01-30 17:31:45,003 - mmaction - INFO - Epoch [75][300/3757] lr: 1.000e-03, eta: 13:21:20, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.6354, loss: 1.6354, grad_norm: 4.4735 2021-01-30 17:31:49,310 - mmaction - INFO - Epoch [75][320/3757] lr: 1.000e-03, eta: 13:21:08, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8172, loss_cls: 1.6417, loss: 1.6417, grad_norm: 4.5947 2021-01-30 17:31:53,466 - mmaction - INFO - Epoch [75][340/3757] lr: 1.000e-03, eta: 13:20:56, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8125, loss_cls: 1.6585, loss: 1.6585, grad_norm: 4.5405 2021-01-30 17:31:57,850 - mmaction - INFO - Epoch [75][360/3757] lr: 1.000e-03, eta: 13:20:44, time: 0.219, data_time: 0.004, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8156, loss_cls: 1.6508, loss: 1.6508, grad_norm: 4.6698 2021-01-30 17:32:02,179 - mmaction - INFO - Epoch [75][380/3757] lr: 1.000e-03, eta: 13:20:33, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7961, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.7118 2021-01-30 17:32:06,514 - mmaction - INFO - Epoch [75][400/3757] lr: 1.000e-03, eta: 13:20:21, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.6526, loss: 1.6526, grad_norm: 4.6152 2021-01-30 17:32:10,861 - mmaction - INFO - Epoch [75][420/3757] lr: 1.000e-03, eta: 13:20:09, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.6824 2021-01-30 17:32:15,779 - mmaction - INFO - Epoch [75][440/3757] lr: 1.000e-03, eta: 13:19:57, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8305, loss_cls: 1.5796, loss: 1.5796, grad_norm: 4.6398 2021-01-30 17:32:20,374 - mmaction - INFO - Epoch [75][460/3757] lr: 1.000e-03, eta: 13:19:46, time: 0.230, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8008, loss_cls: 1.6758, loss: 1.6758, grad_norm: 4.7024 2021-01-30 17:32:24,876 - mmaction - INFO - Epoch [75][480/3757] lr: 1.000e-03, eta: 13:19:34, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8172, loss_cls: 1.6557, loss: 1.6557, grad_norm: 4.6028 2021-01-30 17:32:29,245 - mmaction - INFO - Epoch [75][500/3757] lr: 1.000e-03, eta: 13:19:22, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8203, loss_cls: 1.6497, loss: 1.6497, grad_norm: 4.5094 2021-01-30 17:32:33,744 - mmaction - INFO - Epoch [75][520/3757] lr: 1.000e-03, eta: 13:19:10, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8156, loss_cls: 1.6765, loss: 1.6765, grad_norm: 4.7101 2021-01-30 17:32:38,453 - mmaction - INFO - Epoch [75][540/3757] lr: 1.000e-03, eta: 13:18:59, time: 0.235, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8055, loss_cls: 1.6870, loss: 1.6870, grad_norm: 4.6613 2021-01-30 17:32:42,917 - mmaction - INFO - Epoch [75][560/3757] lr: 1.000e-03, eta: 13:18:47, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8109, loss_cls: 1.6825, loss: 1.6825, grad_norm: 4.6930 2021-01-30 17:32:47,891 - mmaction - INFO - Epoch [75][580/3757] lr: 1.000e-03, eta: 13:18:35, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8039, loss_cls: 1.7039, loss: 1.7039, grad_norm: 4.6600 2021-01-30 17:32:53,036 - mmaction - INFO - Epoch [75][600/3757] lr: 1.000e-03, eta: 13:18:24, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.6647, loss: 1.6647, grad_norm: 4.5553 2021-01-30 17:32:58,335 - mmaction - INFO - Epoch [75][620/3757] lr: 1.000e-03, eta: 13:18:12, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8164, loss_cls: 1.7107, loss: 1.7107, grad_norm: 4.6147 2021-01-30 17:33:03,323 - mmaction - INFO - Epoch [75][640/3757] lr: 1.000e-03, eta: 13:18:01, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8117, loss_cls: 1.6273, loss: 1.6273, grad_norm: 4.5893 2021-01-30 17:33:08,111 - mmaction - INFO - Epoch [75][660/3757] lr: 1.000e-03, eta: 13:17:49, time: 0.239, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8258, loss_cls: 1.6611, loss: 1.6611, grad_norm: 4.7370 2021-01-30 17:33:12,740 - mmaction - INFO - Epoch [75][680/3757] lr: 1.000e-03, eta: 13:17:38, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8086, loss_cls: 1.6964, loss: 1.6964, grad_norm: 4.7886 2021-01-30 17:33:18,359 - mmaction - INFO - Epoch [75][700/3757] lr: 1.000e-03, eta: 13:17:26, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7945, loss_cls: 1.7469, loss: 1.7469, grad_norm: 4.7605 2021-01-30 17:33:23,756 - mmaction - INFO - Epoch [75][720/3757] lr: 1.000e-03, eta: 13:17:15, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8203, loss_cls: 1.6292, loss: 1.6292, grad_norm: 4.6655 2021-01-30 17:33:28,546 - mmaction - INFO - Epoch [75][740/3757] lr: 1.000e-03, eta: 13:17:03, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.6804, loss: 1.6804, grad_norm: 4.7460 2021-01-30 17:33:33,591 - mmaction - INFO - Epoch [75][760/3757] lr: 1.000e-03, eta: 13:16:52, time: 0.253, data_time: 0.005, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8242, loss_cls: 1.6704, loss: 1.6704, grad_norm: 4.6595 2021-01-30 17:33:38,957 - mmaction - INFO - Epoch [75][780/3757] lr: 1.000e-03, eta: 13:16:40, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7977, loss_cls: 1.7092, loss: 1.7092, grad_norm: 4.7615 2021-01-30 17:33:44,190 - mmaction - INFO - Epoch [75][800/3757] lr: 1.000e-03, eta: 13:16:29, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.7984, loss_cls: 1.7149, loss: 1.7149, grad_norm: 4.7597 2021-01-30 17:33:49,987 - mmaction - INFO - Epoch [75][820/3757] lr: 1.000e-03, eta: 13:16:17, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8227, loss_cls: 1.6087, loss: 1.6087, grad_norm: 4.6133 2021-01-30 17:33:55,480 - mmaction - INFO - Epoch [75][840/3757] lr: 1.000e-03, eta: 13:16:06, time: 0.275, data_time: 0.004, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8063, loss_cls: 1.7444, loss: 1.7444, grad_norm: 4.7776 2021-01-30 17:34:00,522 - mmaction - INFO - Epoch [75][860/3757] lr: 1.000e-03, eta: 13:15:55, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8063, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.7235 2021-01-30 17:34:06,150 - mmaction - INFO - Epoch [75][880/3757] lr: 1.000e-03, eta: 13:15:43, time: 0.281, data_time: 0.005, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8031, loss_cls: 1.7237, loss: 1.7237, grad_norm: 4.6291 2021-01-30 17:34:11,779 - mmaction - INFO - Epoch [75][900/3757] lr: 1.000e-03, eta: 13:15:32, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8148, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.7171 2021-01-30 17:34:17,207 - mmaction - INFO - Epoch [75][920/3757] lr: 1.000e-03, eta: 13:15:20, time: 0.271, data_time: 0.004, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8156, loss_cls: 1.6915, loss: 1.6915, grad_norm: 4.7721 2021-01-30 17:34:22,361 - mmaction - INFO - Epoch [75][940/3757] lr: 1.000e-03, eta: 13:15:09, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8055, loss_cls: 1.6617, loss: 1.6617, grad_norm: 4.4936 2021-01-30 17:34:27,933 - mmaction - INFO - Epoch [75][960/3757] lr: 1.000e-03, eta: 13:14:58, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8203, loss_cls: 1.6393, loss: 1.6393, grad_norm: 4.6173 2021-01-30 17:34:33,644 - mmaction - INFO - Epoch [75][980/3757] lr: 1.000e-03, eta: 13:14:46, time: 0.285, data_time: 0.000, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8211, loss_cls: 1.5660, loss: 1.5660, grad_norm: 4.5678 2021-01-30 17:34:38,943 - mmaction - INFO - Epoch [75][1000/3757] lr: 1.000e-03, eta: 13:14:35, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.7291, loss: 1.7291, grad_norm: 4.8443 2021-01-30 17:34:44,610 - mmaction - INFO - Epoch [75][1020/3757] lr: 1.000e-03, eta: 13:14:24, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8031, loss_cls: 1.6882, loss: 1.6882, grad_norm: 4.7897 2021-01-30 17:34:49,794 - mmaction - INFO - Epoch [75][1040/3757] lr: 1.000e-03, eta: 13:14:12, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.7394, loss: 1.7394, grad_norm: 4.6735 2021-01-30 17:34:55,102 - mmaction - INFO - Epoch [75][1060/3757] lr: 1.000e-03, eta: 13:14:01, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.6130, loss: 1.6130, grad_norm: 4.6448 2021-01-30 17:35:00,185 - mmaction - INFO - Epoch [75][1080/3757] lr: 1.000e-03, eta: 13:13:49, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7984, loss_cls: 1.7159, loss: 1.7159, grad_norm: 4.6891 2021-01-30 17:35:06,205 - mmaction - INFO - Epoch [75][1100/3757] lr: 1.000e-03, eta: 13:13:38, time: 0.301, data_time: 0.000, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8086, loss_cls: 1.7196, loss: 1.7196, grad_norm: 4.6191 2021-01-30 17:35:11,928 - mmaction - INFO - Epoch [75][1120/3757] lr: 1.000e-03, eta: 13:13:27, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8109, loss_cls: 1.6280, loss: 1.6280, grad_norm: 4.6086 2021-01-30 17:35:16,886 - mmaction - INFO - Epoch [75][1140/3757] lr: 1.000e-03, eta: 13:13:15, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.5909, loss: 1.5909, grad_norm: 4.5846 2021-01-30 17:35:22,845 - mmaction - INFO - Epoch [75][1160/3757] lr: 1.000e-03, eta: 13:13:04, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6485, loss: 1.6485, grad_norm: 4.6153 2021-01-30 17:35:28,982 - mmaction - INFO - Epoch [75][1180/3757] lr: 1.000e-03, eta: 13:12:53, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6986, loss: 1.6986, grad_norm: 4.6413 2021-01-30 17:35:34,208 - mmaction - INFO - Epoch [75][1200/3757] lr: 1.000e-03, eta: 13:12:41, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8094, loss_cls: 1.6957, loss: 1.6957, grad_norm: 4.6916 2021-01-30 17:35:40,050 - mmaction - INFO - Epoch [75][1220/3757] lr: 1.000e-03, eta: 13:12:30, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8102, loss_cls: 1.6907, loss: 1.6907, grad_norm: 4.7199 2021-01-30 17:35:45,429 - mmaction - INFO - Epoch [75][1240/3757] lr: 1.000e-03, eta: 13:12:19, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8242, loss_cls: 1.6544, loss: 1.6544, grad_norm: 4.7571 2021-01-30 17:35:51,493 - mmaction - INFO - Epoch [75][1260/3757] lr: 1.000e-03, eta: 13:12:07, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.7071, loss: 1.7071, grad_norm: 4.6868 2021-01-30 17:35:57,553 - mmaction - INFO - Epoch [75][1280/3757] lr: 1.000e-03, eta: 13:11:56, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.7279, loss: 1.7279, grad_norm: 4.7152 2021-01-30 17:36:03,607 - mmaction - INFO - Epoch [75][1300/3757] lr: 1.000e-03, eta: 13:11:45, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8078, loss_cls: 1.6452, loss: 1.6452, grad_norm: 4.5934 2021-01-30 17:36:08,926 - mmaction - INFO - Epoch [75][1320/3757] lr: 1.000e-03, eta: 13:11:34, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8117, loss_cls: 1.6961, loss: 1.6961, grad_norm: 4.7901 2021-01-30 17:36:14,559 - mmaction - INFO - Epoch [75][1340/3757] lr: 1.000e-03, eta: 13:11:22, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8086, loss_cls: 1.7392, loss: 1.7392, grad_norm: 4.8170 2021-01-30 17:36:20,893 - mmaction - INFO - Epoch [75][1360/3757] lr: 1.000e-03, eta: 13:11:11, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8187, loss_cls: 1.6622, loss: 1.6622, grad_norm: 4.5359 2021-01-30 17:36:26,437 - mmaction - INFO - Epoch [75][1380/3757] lr: 1.000e-03, eta: 13:11:00, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.6809, loss: 1.6809, grad_norm: 4.6202 2021-01-30 17:36:31,704 - mmaction - INFO - Epoch [75][1400/3757] lr: 1.000e-03, eta: 13:10:49, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.6292, loss: 1.6292, grad_norm: 4.5791 2021-01-30 17:36:37,524 - mmaction - INFO - Epoch [75][1420/3757] lr: 1.000e-03, eta: 13:10:37, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8086, loss_cls: 1.7320, loss: 1.7320, grad_norm: 4.7144 2021-01-30 17:36:43,659 - mmaction - INFO - Epoch [75][1440/3757] lr: 1.000e-03, eta: 13:10:26, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8289, loss_cls: 1.6432, loss: 1.6432, grad_norm: 4.6277 2021-01-30 17:36:49,296 - mmaction - INFO - Epoch [75][1460/3757] lr: 1.000e-03, eta: 13:10:15, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8133, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.6577 2021-01-30 17:36:54,976 - mmaction - INFO - Epoch [75][1480/3757] lr: 1.000e-03, eta: 13:10:04, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8055, loss_cls: 1.6431, loss: 1.6431, grad_norm: 4.6980 2021-01-30 17:37:00,117 - mmaction - INFO - Epoch [75][1500/3757] lr: 1.000e-03, eta: 13:09:52, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8078, loss_cls: 1.6691, loss: 1.6691, grad_norm: 4.5594 2021-01-30 17:37:05,963 - mmaction - INFO - Epoch [75][1520/3757] lr: 1.000e-03, eta: 13:09:41, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6331, loss: 1.6331, grad_norm: 4.6758 2021-01-30 17:37:11,400 - mmaction - INFO - Epoch [75][1540/3757] lr: 1.000e-03, eta: 13:09:29, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6101, loss: 1.6101, grad_norm: 4.5999 2021-01-30 17:37:18,109 - mmaction - INFO - Epoch [75][1560/3757] lr: 1.000e-03, eta: 13:09:19, time: 0.335, data_time: 0.003, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6424, loss: 1.6424, grad_norm: 4.6239 2021-01-30 17:37:24,043 - mmaction - INFO - Epoch [75][1580/3757] lr: 1.000e-03, eta: 13:09:07, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8234, loss_cls: 1.7035, loss: 1.7035, grad_norm: 4.8061 2021-01-30 17:37:30,306 - mmaction - INFO - Epoch [75][1600/3757] lr: 1.000e-03, eta: 13:08:56, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8203, loss_cls: 1.6419, loss: 1.6419, grad_norm: 4.6108 2021-01-30 17:37:35,371 - mmaction - INFO - Epoch [75][1620/3757] lr: 1.000e-03, eta: 13:08:45, time: 0.256, data_time: 0.004, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8250, loss_cls: 1.6648, loss: 1.6648, grad_norm: 4.7109 2021-01-30 17:37:39,966 - mmaction - INFO - Epoch [75][1640/3757] lr: 1.000e-03, eta: 13:08:33, time: 0.230, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8031, loss_cls: 1.7726, loss: 1.7726, grad_norm: 4.8240 2021-01-30 17:37:45,471 - mmaction - INFO - Epoch [75][1660/3757] lr: 1.000e-03, eta: 13:08:22, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8234, loss_cls: 1.6454, loss: 1.6454, grad_norm: 4.6468 2021-01-30 17:37:51,414 - mmaction - INFO - Epoch [75][1680/3757] lr: 1.000e-03, eta: 13:08:11, time: 0.297, data_time: 0.004, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.5828, loss: 1.5828, grad_norm: 4.5493 2021-01-30 17:37:56,812 - mmaction - INFO - Epoch [75][1700/3757] lr: 1.000e-03, eta: 13:07:59, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.5996, loss: 1.5996, grad_norm: 4.5509 2021-01-30 17:38:02,654 - mmaction - INFO - Epoch [75][1720/3757] lr: 1.000e-03, eta: 13:07:48, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7486, loss: 1.7486, grad_norm: 4.7557 2021-01-30 17:38:08,643 - mmaction - INFO - Epoch [75][1740/3757] lr: 1.000e-03, eta: 13:07:37, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.7118, loss: 1.7118, grad_norm: 4.6942 2021-01-30 17:38:14,473 - mmaction - INFO - Epoch [75][1760/3757] lr: 1.000e-03, eta: 13:07:26, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.6570 2021-01-30 17:38:20,322 - mmaction - INFO - Epoch [75][1780/3757] lr: 1.000e-03, eta: 13:07:14, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8109, loss_cls: 1.7137, loss: 1.7137, grad_norm: 4.7684 2021-01-30 17:38:26,570 - mmaction - INFO - Epoch [75][1800/3757] lr: 1.000e-03, eta: 13:07:03, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8273, loss_cls: 1.5901, loss: 1.5901, grad_norm: 4.5228 2021-01-30 17:38:32,516 - mmaction - INFO - Epoch [75][1820/3757] lr: 1.000e-03, eta: 13:06:52, time: 0.299, data_time: 0.005, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.6628, loss: 1.6628, grad_norm: 4.6741 2021-01-30 17:38:37,947 - mmaction - INFO - Epoch [75][1840/3757] lr: 1.000e-03, eta: 13:06:41, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.6230, loss: 1.6230, grad_norm: 4.6681 2021-01-30 17:38:43,858 - mmaction - INFO - Epoch [75][1860/3757] lr: 1.000e-03, eta: 13:06:29, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7789, loss_cls: 1.8257, loss: 1.8257, grad_norm: 4.7503 2021-01-30 17:38:49,208 - mmaction - INFO - Epoch [75][1880/3757] lr: 1.000e-03, eta: 13:06:18, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6993, loss: 1.6993, grad_norm: 4.6355 2021-01-30 17:38:55,141 - mmaction - INFO - Epoch [75][1900/3757] lr: 1.000e-03, eta: 13:06:07, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8180, loss_cls: 1.7198, loss: 1.7198, grad_norm: 4.7857 2021-01-30 17:39:00,759 - mmaction - INFO - Epoch [75][1920/3757] lr: 1.000e-03, eta: 13:05:56, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8023, loss_cls: 1.6815, loss: 1.6815, grad_norm: 4.6026 2021-01-30 17:39:06,678 - mmaction - INFO - Epoch [75][1940/3757] lr: 1.000e-03, eta: 13:05:44, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7333, loss: 1.7333, grad_norm: 4.6253 2021-01-30 17:39:12,719 - mmaction - INFO - Epoch [75][1960/3757] lr: 1.000e-03, eta: 13:05:33, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7859, loss_cls: 1.8391, loss: 1.8391, grad_norm: 4.7915 2021-01-30 17:39:19,113 - mmaction - INFO - Epoch [75][1980/3757] lr: 1.000e-03, eta: 13:05:22, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7898, loss_cls: 1.8357, loss: 1.8357, grad_norm: 4.7096 2021-01-30 17:39:24,251 - mmaction - INFO - Epoch [75][2000/3757] lr: 1.000e-03, eta: 13:05:11, time: 0.256, data_time: 0.003, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.6242, loss: 1.6242, grad_norm: 4.5055 2021-01-30 17:39:30,384 - mmaction - INFO - Epoch [75][2020/3757] lr: 1.000e-03, eta: 13:05:00, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8086, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.6680 2021-01-30 17:39:36,123 - mmaction - INFO - Epoch [75][2040/3757] lr: 1.000e-03, eta: 13:04:48, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8211, loss_cls: 1.6485, loss: 1.6485, grad_norm: 4.6274 2021-01-30 17:39:42,367 - mmaction - INFO - Epoch [75][2060/3757] lr: 1.000e-03, eta: 13:04:37, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.7169, loss: 1.7169, grad_norm: 4.6238 2021-01-30 17:39:48,870 - mmaction - INFO - Epoch [75][2080/3757] lr: 1.000e-03, eta: 13:04:26, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.8039, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.7381 2021-01-30 17:39:54,466 - mmaction - INFO - Epoch [75][2100/3757] lr: 1.000e-03, eta: 13:04:15, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8109, loss_cls: 1.6848, loss: 1.6848, grad_norm: 4.6467 2021-01-30 17:40:00,079 - mmaction - INFO - Epoch [75][2120/3757] lr: 1.000e-03, eta: 13:04:04, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7898, loss_cls: 1.8381, loss: 1.8381, grad_norm: 4.7978 2021-01-30 17:40:06,068 - mmaction - INFO - Epoch [75][2140/3757] lr: 1.000e-03, eta: 13:03:53, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8000, loss_cls: 1.7131, loss: 1.7131, grad_norm: 4.6569 2021-01-30 17:40:11,717 - mmaction - INFO - Epoch [75][2160/3757] lr: 1.000e-03, eta: 13:03:41, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8219, loss_cls: 1.6555, loss: 1.6555, grad_norm: 4.6403 2021-01-30 17:40:18,319 - mmaction - INFO - Epoch [75][2180/3757] lr: 1.000e-03, eta: 13:03:30, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8320, loss_cls: 1.6303, loss: 1.6303, grad_norm: 4.6089 2021-01-30 17:40:24,400 - mmaction - INFO - Epoch [75][2200/3757] lr: 1.000e-03, eta: 13:03:19, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8156, loss_cls: 1.6619, loss: 1.6619, grad_norm: 4.5855 2021-01-30 17:40:29,533 - mmaction - INFO - Epoch [75][2220/3757] lr: 1.000e-03, eta: 13:03:08, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8227, loss_cls: 1.5966, loss: 1.5966, grad_norm: 4.5424 2021-01-30 17:40:35,565 - mmaction - INFO - Epoch [75][2240/3757] lr: 1.000e-03, eta: 13:02:57, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8016, loss_cls: 1.7489, loss: 1.7489, grad_norm: 4.7428 2021-01-30 17:40:41,658 - mmaction - INFO - Epoch [75][2260/3757] lr: 1.000e-03, eta: 13:02:45, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.7883, loss_cls: 1.8065, loss: 1.8065, grad_norm: 4.7482 2021-01-30 17:40:47,215 - mmaction - INFO - Epoch [75][2280/3757] lr: 1.000e-03, eta: 13:02:34, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.7303, loss: 1.7303, grad_norm: 4.5834 2021-01-30 17:40:53,083 - mmaction - INFO - Epoch [75][2300/3757] lr: 1.000e-03, eta: 13:02:23, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8180, loss_cls: 1.6578, loss: 1.6578, grad_norm: 4.6163 2021-01-30 17:40:59,133 - mmaction - INFO - Epoch [75][2320/3757] lr: 1.000e-03, eta: 13:02:12, time: 0.302, data_time: 0.007, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.7756, loss: 1.7756, grad_norm: 4.6773 2021-01-30 17:41:05,049 - mmaction - INFO - Epoch [75][2340/3757] lr: 1.000e-03, eta: 13:02:01, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8328, loss_cls: 1.6607, loss: 1.6607, grad_norm: 4.5693 2021-01-30 17:41:10,579 - mmaction - INFO - Epoch [75][2360/3757] lr: 1.000e-03, eta: 13:01:49, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8078, loss_cls: 1.7585, loss: 1.7585, grad_norm: 4.7509 2021-01-30 17:41:16,903 - mmaction - INFO - Epoch [75][2380/3757] lr: 1.000e-03, eta: 13:01:38, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7079, loss: 1.7079, grad_norm: 4.7088 2021-01-30 17:41:23,102 - mmaction - INFO - Epoch [75][2400/3757] lr: 1.000e-03, eta: 13:01:27, time: 0.310, data_time: 0.004, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.6972, loss: 1.6972, grad_norm: 4.6638 2021-01-30 17:41:29,199 - mmaction - INFO - Epoch [75][2420/3757] lr: 1.000e-03, eta: 13:01:16, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8008, loss_cls: 1.7127, loss: 1.7127, grad_norm: 4.6397 2021-01-30 17:41:34,717 - mmaction - INFO - Epoch [75][2440/3757] lr: 1.000e-03, eta: 13:01:05, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8141, loss_cls: 1.6378, loss: 1.6378, grad_norm: 4.5430 2021-01-30 17:41:40,691 - mmaction - INFO - Epoch [75][2460/3757] lr: 1.000e-03, eta: 13:00:54, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8234, loss_cls: 1.6612, loss: 1.6612, grad_norm: 4.7420 2021-01-30 17:41:46,090 - mmaction - INFO - Epoch [75][2480/3757] lr: 1.000e-03, eta: 13:00:42, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8070, loss_cls: 1.6865, loss: 1.6865, grad_norm: 4.6809 2021-01-30 17:41:51,422 - mmaction - INFO - Epoch [75][2500/3757] lr: 1.000e-03, eta: 13:00:31, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.6845, loss: 1.6845, grad_norm: 4.6528 2021-01-30 17:41:57,247 - mmaction - INFO - Epoch [75][2520/3757] lr: 1.000e-03, eta: 13:00:20, time: 0.291, data_time: 0.005, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.6655, loss: 1.6655, grad_norm: 4.7194 2021-01-30 17:42:03,416 - mmaction - INFO - Epoch [75][2540/3757] lr: 1.000e-03, eta: 13:00:09, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8156, loss_cls: 1.6140, loss: 1.6140, grad_norm: 4.5419 2021-01-30 17:42:09,652 - mmaction - INFO - Epoch [75][2560/3757] lr: 1.000e-03, eta: 12:59:58, time: 0.311, data_time: 0.003, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8281, loss_cls: 1.6178, loss: 1.6178, grad_norm: 4.6368 2021-01-30 17:42:15,476 - mmaction - INFO - Epoch [75][2580/3757] lr: 1.000e-03, eta: 12:59:46, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.6798, loss: 1.6798, grad_norm: 4.6162 2021-01-30 17:42:21,767 - mmaction - INFO - Epoch [75][2600/3757] lr: 1.000e-03, eta: 12:59:35, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8094, loss_cls: 1.7366, loss: 1.7366, grad_norm: 4.7903 2021-01-30 17:42:27,311 - mmaction - INFO - Epoch [75][2620/3757] lr: 1.000e-03, eta: 12:59:24, time: 0.277, data_time: 0.000, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8063, loss_cls: 1.6664, loss: 1.6664, grad_norm: 4.4362 2021-01-30 17:42:32,946 - mmaction - INFO - Epoch [75][2640/3757] lr: 1.000e-03, eta: 12:59:13, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.7992, loss_cls: 1.6726, loss: 1.6726, grad_norm: 4.5970 2021-01-30 17:42:38,633 - mmaction - INFO - Epoch [75][2660/3757] lr: 1.000e-03, eta: 12:59:02, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7906, loss_cls: 1.7863, loss: 1.7863, grad_norm: 4.6333 2021-01-30 17:42:44,713 - mmaction - INFO - Epoch [75][2680/3757] lr: 1.000e-03, eta: 12:58:50, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5656, top5_acc: 0.7867, loss_cls: 1.7929, loss: 1.7929, grad_norm: 4.7925 2021-01-30 17:42:50,227 - mmaction - INFO - Epoch [75][2700/3757] lr: 1.000e-03, eta: 12:58:39, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8234, loss_cls: 1.6482, loss: 1.6482, grad_norm: 4.5764 2021-01-30 17:42:55,666 - mmaction - INFO - Epoch [75][2720/3757] lr: 1.000e-03, eta: 12:58:28, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8063, loss_cls: 1.6582, loss: 1.6582, grad_norm: 4.5892 2021-01-30 17:43:01,266 - mmaction - INFO - Epoch [75][2740/3757] lr: 1.000e-03, eta: 12:58:17, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8406, loss_cls: 1.5902, loss: 1.5902, grad_norm: 4.5565 2021-01-30 17:43:07,596 - mmaction - INFO - Epoch [75][2760/3757] lr: 1.000e-03, eta: 12:58:06, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8063, loss_cls: 1.7334, loss: 1.7334, grad_norm: 4.6711 2021-01-30 17:43:13,709 - mmaction - INFO - Epoch [75][2780/3757] lr: 1.000e-03, eta: 12:57:54, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8227, loss_cls: 1.6495, loss: 1.6495, grad_norm: 4.5621 2021-01-30 17:43:19,620 - mmaction - INFO - Epoch [75][2800/3757] lr: 1.000e-03, eta: 12:57:43, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8047, loss_cls: 1.7579, loss: 1.7579, grad_norm: 4.6133 2021-01-30 17:43:25,122 - mmaction - INFO - Epoch [75][2820/3757] lr: 1.000e-03, eta: 12:57:32, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7859, loss_cls: 1.8275, loss: 1.8275, grad_norm: 4.7355 2021-01-30 17:43:30,670 - mmaction - INFO - Epoch [75][2840/3757] lr: 1.000e-03, eta: 12:57:21, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7984, loss_cls: 1.7915, loss: 1.7915, grad_norm: 4.8067 2021-01-30 17:43:37,277 - mmaction - INFO - Epoch [75][2860/3757] lr: 1.000e-03, eta: 12:57:10, time: 0.331, data_time: 0.004, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8234, loss_cls: 1.6512, loss: 1.6512, grad_norm: 4.5901 2021-01-30 17:43:42,905 - mmaction - INFO - Epoch [75][2880/3757] lr: 1.000e-03, eta: 12:56:59, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.6895, loss: 1.6895, grad_norm: 4.5840 2021-01-30 17:43:49,057 - mmaction - INFO - Epoch [75][2900/3757] lr: 1.000e-03, eta: 12:56:47, time: 0.308, data_time: 0.004, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8070, loss_cls: 1.6643, loss: 1.6643, grad_norm: 4.6227 2021-01-30 17:43:55,227 - mmaction - INFO - Epoch [75][2920/3757] lr: 1.000e-03, eta: 12:56:36, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8164, loss_cls: 1.6886, loss: 1.6886, grad_norm: 4.6282 2021-01-30 17:44:00,401 - mmaction - INFO - Epoch [75][2940/3757] lr: 1.000e-03, eta: 12:56:25, time: 0.259, data_time: 0.004, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.6547 2021-01-30 17:44:06,052 - mmaction - INFO - Epoch [75][2960/3757] lr: 1.000e-03, eta: 12:56:14, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.6916, loss: 1.6916, grad_norm: 4.5724 2021-01-30 17:44:12,544 - mmaction - INFO - Epoch [75][2980/3757] lr: 1.000e-03, eta: 12:56:03, time: 0.327, data_time: 0.004, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7794, loss: 1.7794, grad_norm: 4.6788 2021-01-30 17:44:19,072 - mmaction - INFO - Epoch [75][3000/3757] lr: 1.000e-03, eta: 12:55:52, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8242, loss_cls: 1.6371, loss: 1.6371, grad_norm: 4.5461 2021-01-30 17:44:24,612 - mmaction - INFO - Epoch [75][3020/3757] lr: 1.000e-03, eta: 12:55:41, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7281, loss: 1.7281, grad_norm: 4.7590 2021-01-30 17:44:30,756 - mmaction - INFO - Epoch [75][3040/3757] lr: 1.000e-03, eta: 12:55:29, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8187, loss_cls: 1.6698, loss: 1.6698, grad_norm: 4.6757 2021-01-30 17:44:36,668 - mmaction - INFO - Epoch [75][3060/3757] lr: 1.000e-03, eta: 12:55:18, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7852, loss_cls: 1.7662, loss: 1.7662, grad_norm: 4.6950 2021-01-30 17:44:42,261 - mmaction - INFO - Epoch [75][3080/3757] lr: 1.000e-03, eta: 12:55:07, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8094, loss_cls: 1.6728, loss: 1.6728, grad_norm: 4.6063 2021-01-30 17:44:49,220 - mmaction - INFO - Epoch [75][3100/3757] lr: 1.000e-03, eta: 12:54:56, time: 0.348, data_time: 0.002, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7914, loss_cls: 1.7837, loss: 1.7837, grad_norm: 4.6031 2021-01-30 17:44:54,535 - mmaction - INFO - Epoch [75][3120/3757] lr: 1.000e-03, eta: 12:54:45, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8242, loss_cls: 1.6456, loss: 1.6456, grad_norm: 4.6105 2021-01-30 17:45:00,060 - mmaction - INFO - Epoch [75][3140/3757] lr: 1.000e-03, eta: 12:54:34, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8109, loss_cls: 1.7173, loss: 1.7173, grad_norm: 4.7433 2021-01-30 17:45:06,087 - mmaction - INFO - Epoch [75][3160/3757] lr: 1.000e-03, eta: 12:54:22, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8047, loss_cls: 1.7374, loss: 1.7374, grad_norm: 4.7249 2021-01-30 17:45:12,330 - mmaction - INFO - Epoch [75][3180/3757] lr: 1.000e-03, eta: 12:54:11, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.7992, loss_cls: 1.7034, loss: 1.7034, grad_norm: 4.6072 2021-01-30 17:45:17,761 - mmaction - INFO - Epoch [75][3200/3757] lr: 1.000e-03, eta: 12:54:00, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7953, loss_cls: 1.7189, loss: 1.7189, grad_norm: 4.6732 2021-01-30 17:45:23,937 - mmaction - INFO - Epoch [75][3220/3757] lr: 1.000e-03, eta: 12:53:49, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7875, loss_cls: 1.8185, loss: 1.8185, grad_norm: 4.8277 2021-01-30 17:45:29,432 - mmaction - INFO - Epoch [75][3240/3757] lr: 1.000e-03, eta: 12:53:38, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7883, loss_cls: 1.7544, loss: 1.7544, grad_norm: 4.5221 2021-01-30 17:45:34,922 - mmaction - INFO - Epoch [75][3260/3757] lr: 1.000e-03, eta: 12:53:27, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5872, loss: 1.5872, grad_norm: 4.4087 2021-01-30 17:45:40,787 - mmaction - INFO - Epoch [75][3280/3757] lr: 1.000e-03, eta: 12:53:15, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8195, loss_cls: 1.6404, loss: 1.6404, grad_norm: 4.6332 2021-01-30 17:45:47,083 - mmaction - INFO - Epoch [75][3300/3757] lr: 1.000e-03, eta: 12:53:04, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7873, loss: 1.7873, grad_norm: 4.7023 2021-01-30 17:45:53,023 - mmaction - INFO - Epoch [75][3320/3757] lr: 1.000e-03, eta: 12:52:53, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8148, loss_cls: 1.7103, loss: 1.7103, grad_norm: 4.5543 2021-01-30 17:45:59,248 - mmaction - INFO - Epoch [75][3340/3757] lr: 1.000e-03, eta: 12:52:42, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.7343 2021-01-30 17:46:05,364 - mmaction - INFO - Epoch [75][3360/3757] lr: 1.000e-03, eta: 12:52:31, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8172, loss_cls: 1.7145, loss: 1.7145, grad_norm: 4.5523 2021-01-30 17:46:11,817 - mmaction - INFO - Epoch [75][3380/3757] lr: 1.000e-03, eta: 12:52:20, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8047, loss_cls: 1.7282, loss: 1.7282, grad_norm: 4.5553 2021-01-30 17:46:17,793 - mmaction - INFO - Epoch [75][3400/3757] lr: 1.000e-03, eta: 12:52:09, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8141, loss_cls: 1.6635, loss: 1.6635, grad_norm: 4.6515 2021-01-30 17:46:24,284 - mmaction - INFO - Epoch [75][3420/3757] lr: 1.000e-03, eta: 12:51:58, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8195, loss_cls: 1.6986, loss: 1.6986, grad_norm: 4.6268 2021-01-30 17:46:30,783 - mmaction - INFO - Epoch [75][3440/3757] lr: 1.000e-03, eta: 12:51:47, time: 0.325, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8055, loss_cls: 1.7037, loss: 1.7037, grad_norm: 4.6965 2021-01-30 17:46:36,218 - mmaction - INFO - Epoch [75][3460/3757] lr: 1.000e-03, eta: 12:51:36, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8203, loss_cls: 1.6149, loss: 1.6149, grad_norm: 4.6140 2021-01-30 17:46:41,934 - mmaction - INFO - Epoch [75][3480/3757] lr: 1.000e-03, eta: 12:51:25, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7945, loss_cls: 1.7656, loss: 1.7656, grad_norm: 4.6873 2021-01-30 17:46:47,843 - mmaction - INFO - Epoch [75][3500/3757] lr: 1.000e-03, eta: 12:51:13, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8023, loss_cls: 1.7413, loss: 1.7413, grad_norm: 4.6364 2021-01-30 17:46:53,806 - mmaction - INFO - Epoch [75][3520/3757] lr: 1.000e-03, eta: 12:51:02, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7214, loss: 1.7214, grad_norm: 4.6404 2021-01-30 17:46:59,287 - mmaction - INFO - Epoch [75][3540/3757] lr: 1.000e-03, eta: 12:50:51, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8031, loss_cls: 1.7168, loss: 1.7168, grad_norm: 4.6862 2021-01-30 17:47:04,893 - mmaction - INFO - Epoch [75][3560/3757] lr: 1.000e-03, eta: 12:50:40, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6168, loss: 1.6168, grad_norm: 4.5320 2021-01-30 17:47:10,595 - mmaction - INFO - Epoch [75][3580/3757] lr: 1.000e-03, eta: 12:50:29, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7992, loss_cls: 1.7324, loss: 1.7324, grad_norm: 4.7206 2021-01-30 17:47:16,520 - mmaction - INFO - Epoch [75][3600/3757] lr: 1.000e-03, eta: 12:50:18, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.6861, loss: 1.6861, grad_norm: 4.6955 2021-01-30 17:47:22,365 - mmaction - INFO - Epoch [75][3620/3757] lr: 1.000e-03, eta: 12:50:06, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8211, loss_cls: 1.6616, loss: 1.6616, grad_norm: 4.7244 2021-01-30 17:47:28,117 - mmaction - INFO - Epoch [75][3640/3757] lr: 1.000e-03, eta: 12:49:55, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.6737, loss: 1.6737, grad_norm: 4.6308 2021-01-30 17:47:33,820 - mmaction - INFO - Epoch [75][3660/3757] lr: 1.000e-03, eta: 12:49:44, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6977, loss: 1.6977, grad_norm: 4.6322 2021-01-30 17:47:39,761 - mmaction - INFO - Epoch [75][3680/3757] lr: 1.000e-03, eta: 12:49:33, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8133, loss_cls: 1.7284, loss: 1.7284, grad_norm: 4.6724 2021-01-30 17:47:45,939 - mmaction - INFO - Epoch [75][3700/3757] lr: 1.000e-03, eta: 12:49:22, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7914, loss_cls: 1.7720, loss: 1.7720, grad_norm: 4.7023 2021-01-30 17:47:51,818 - mmaction - INFO - Epoch [75][3720/3757] lr: 1.000e-03, eta: 12:49:11, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7251, loss: 1.7251, grad_norm: 4.7391 2021-01-30 17:47:58,441 - mmaction - INFO - Epoch [75][3740/3757] lr: 1.000e-03, eta: 12:49:00, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8242, loss_cls: 1.6553, loss: 1.6553, grad_norm: 4.6298 2021-01-30 17:48:22,663 - mmaction - INFO - Saving checkpoint at 75 epochs 2021-01-30 17:59:48,548 - mmaction - INFO - Epoch [76][20/3757] lr: 1.000e-03, eta: 12:52:24, time: 34.259, data_time: 33.616, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8109, loss_cls: 1.6403, loss: 1.6403, grad_norm: 4.5737 2021-01-30 17:59:52,749 - mmaction - INFO - Epoch [76][40/3757] lr: 1.000e-03, eta: 12:52:12, time: 0.222, data_time: 0.014, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.6976, loss: 1.6976, grad_norm: 4.6883 2021-01-30 17:59:56,929 - mmaction - INFO - Epoch [76][60/3757] lr: 1.000e-03, eta: 12:52:00, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.7937, loss_cls: 1.7506, loss: 1.7506, grad_norm: 4.6821 2021-01-30 18:00:01,002 - mmaction - INFO - Epoch [76][80/3757] lr: 1.000e-03, eta: 12:51:49, time: 0.204, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8180, loss_cls: 1.6181, loss: 1.6181, grad_norm: 4.5400 2021-01-30 18:00:07,923 - mmaction - INFO - Epoch [76][100/3757] lr: 1.000e-03, eta: 12:51:38, time: 0.343, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8227, loss_cls: 1.6581, loss: 1.6581, grad_norm: 4.8391 2021-01-30 18:00:12,378 - mmaction - INFO - Epoch [76][120/3757] lr: 1.000e-03, eta: 12:51:26, time: 0.226, data_time: 0.021, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8422, loss_cls: 1.5364, loss: 1.5364, grad_norm: 4.6034 2021-01-30 18:00:16,625 - mmaction - INFO - Epoch [76][140/3757] lr: 1.000e-03, eta: 12:51:14, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7277, loss: 1.7277, grad_norm: 4.7840 2021-01-30 18:00:20,712 - mmaction - INFO - Epoch [76][160/3757] lr: 1.000e-03, eta: 12:51:03, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8219, loss_cls: 1.6230, loss: 1.6230, grad_norm: 4.6148 2021-01-30 18:00:24,885 - mmaction - INFO - Epoch [76][180/3757] lr: 1.000e-03, eta: 12:50:51, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6680, loss: 1.6680, grad_norm: 4.8012 2021-01-30 18:00:29,056 - mmaction - INFO - Epoch [76][200/3757] lr: 1.000e-03, eta: 12:50:39, time: 0.213, data_time: 0.006, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8375, loss_cls: 1.5786, loss: 1.5786, grad_norm: 4.6861 2021-01-30 18:00:33,166 - mmaction - INFO - Epoch [76][220/3757] lr: 1.000e-03, eta: 12:50:27, time: 0.205, data_time: 0.000, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8047, loss_cls: 1.6735, loss: 1.6735, grad_norm: 4.6169 2021-01-30 18:00:37,367 - mmaction - INFO - Epoch [76][240/3757] lr: 1.000e-03, eta: 12:50:16, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.6934 2021-01-30 18:00:41,548 - mmaction - INFO - Epoch [76][260/3757] lr: 1.000e-03, eta: 12:50:04, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.5664, top5_acc: 0.7875, loss_cls: 1.8204, loss: 1.8204, grad_norm: 4.7866 2021-01-30 18:00:45,724 - mmaction - INFO - Epoch [76][280/3757] lr: 1.000e-03, eta: 12:49:52, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.6602, loss: 1.6602, grad_norm: 4.6416 2021-01-30 18:00:50,173 - mmaction - INFO - Epoch [76][300/3757] lr: 1.000e-03, eta: 12:49:40, time: 0.222, data_time: 0.005, memory: 3385, top1_acc: 0.6000, top5_acc: 0.7969, loss_cls: 1.7239, loss: 1.7239, grad_norm: 4.6170 2021-01-30 18:00:54,306 - mmaction - INFO - Epoch [76][320/3757] lr: 1.000e-03, eta: 12:49:29, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8219, loss_cls: 1.6841, loss: 1.6841, grad_norm: 4.6309 2021-01-30 18:00:58,778 - mmaction - INFO - Epoch [76][340/3757] lr: 1.000e-03, eta: 12:49:17, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7969, loss_cls: 1.7095, loss: 1.7095, grad_norm: 4.7144 2021-01-30 18:01:03,104 - mmaction - INFO - Epoch [76][360/3757] lr: 1.000e-03, eta: 12:49:05, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8234, loss_cls: 1.6572, loss: 1.6572, grad_norm: 4.6889 2021-01-30 18:01:07,625 - mmaction - INFO - Epoch [76][380/3757] lr: 1.000e-03, eta: 12:48:54, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.6906, loss: 1.6906, grad_norm: 4.6670 2021-01-30 18:01:11,944 - mmaction - INFO - Epoch [76][400/3757] lr: 1.000e-03, eta: 12:48:42, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6743, loss: 1.6743, grad_norm: 4.6692 2021-01-30 18:01:16,340 - mmaction - INFO - Epoch [76][420/3757] lr: 1.000e-03, eta: 12:48:30, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.7225, loss: 1.7225, grad_norm: 4.6836 2021-01-30 18:01:20,853 - mmaction - INFO - Epoch [76][440/3757] lr: 1.000e-03, eta: 12:48:19, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.6820, loss: 1.6820, grad_norm: 4.5999 2021-01-30 18:01:25,241 - mmaction - INFO - Epoch [76][460/3757] lr: 1.000e-03, eta: 12:48:07, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8148, loss_cls: 1.6924, loss: 1.6924, grad_norm: 4.6697 2021-01-30 18:01:30,287 - mmaction - INFO - Epoch [76][480/3757] lr: 1.000e-03, eta: 12:47:55, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8102, loss_cls: 1.7232, loss: 1.7232, grad_norm: 4.7242 2021-01-30 18:01:34,907 - mmaction - INFO - Epoch [76][500/3757] lr: 1.000e-03, eta: 12:47:44, time: 0.232, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7945, loss_cls: 1.7714, loss: 1.7714, grad_norm: 4.6306 2021-01-30 18:01:39,890 - mmaction - INFO - Epoch [76][520/3757] lr: 1.000e-03, eta: 12:47:32, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8164, loss_cls: 1.5808, loss: 1.5808, grad_norm: 4.5651 2021-01-30 18:01:44,665 - mmaction - INFO - Epoch [76][540/3757] lr: 1.000e-03, eta: 12:47:21, time: 0.239, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8031, loss_cls: 1.7253, loss: 1.7253, grad_norm: 4.7522 2021-01-30 18:01:50,166 - mmaction - INFO - Epoch [76][560/3757] lr: 1.000e-03, eta: 12:47:10, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8063, loss_cls: 1.7216, loss: 1.7216, grad_norm: 4.7617 2021-01-30 18:01:55,200 - mmaction - INFO - Epoch [76][580/3757] lr: 1.000e-03, eta: 12:46:58, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8008, loss_cls: 1.7488, loss: 1.7488, grad_norm: 4.6967 2021-01-30 18:02:00,373 - mmaction - INFO - Epoch [76][600/3757] lr: 1.000e-03, eta: 12:46:47, time: 0.257, data_time: 0.025, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8063, loss_cls: 1.7260, loss: 1.7260, grad_norm: 4.6090 2021-01-30 18:02:04,984 - mmaction - INFO - Epoch [76][620/3757] lr: 1.000e-03, eta: 12:46:35, time: 0.232, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8086, loss_cls: 1.7282, loss: 1.7282, grad_norm: 4.6240 2021-01-30 18:02:10,159 - mmaction - INFO - Epoch [76][640/3757] lr: 1.000e-03, eta: 12:46:24, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.6786, loss: 1.6786, grad_norm: 4.6267 2021-01-30 18:02:15,341 - mmaction - INFO - Epoch [76][660/3757] lr: 1.000e-03, eta: 12:46:12, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8203, loss_cls: 1.6750, loss: 1.6750, grad_norm: 4.6985 2021-01-30 18:02:20,367 - mmaction - INFO - Epoch [76][680/3757] lr: 1.000e-03, eta: 12:46:01, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.6837, loss: 1.6837, grad_norm: 4.6234 2021-01-30 18:02:26,039 - mmaction - INFO - Epoch [76][700/3757] lr: 1.000e-03, eta: 12:45:50, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8164, loss_cls: 1.6534, loss: 1.6534, grad_norm: 4.5158 2021-01-30 18:02:31,142 - mmaction - INFO - Epoch [76][720/3757] lr: 1.000e-03, eta: 12:45:38, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8109, loss_cls: 1.6516, loss: 1.6516, grad_norm: 4.5111 2021-01-30 18:02:36,297 - mmaction - INFO - Epoch [76][740/3757] lr: 1.000e-03, eta: 12:45:27, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8133, loss_cls: 1.7076, loss: 1.7076, grad_norm: 4.7000 2021-01-30 18:02:41,696 - mmaction - INFO - Epoch [76][760/3757] lr: 1.000e-03, eta: 12:45:15, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8102, loss_cls: 1.6408, loss: 1.6408, grad_norm: 4.5004 2021-01-30 18:02:47,312 - mmaction - INFO - Epoch [76][780/3757] lr: 1.000e-03, eta: 12:45:04, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8258, loss_cls: 1.6325, loss: 1.6325, grad_norm: 4.6155 2021-01-30 18:02:52,653 - mmaction - INFO - Epoch [76][800/3757] lr: 1.000e-03, eta: 12:44:53, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8063, loss_cls: 1.6711, loss: 1.6711, grad_norm: 4.6405 2021-01-30 18:02:58,150 - mmaction - INFO - Epoch [76][820/3757] lr: 1.000e-03, eta: 12:44:42, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8180, loss_cls: 1.6119, loss: 1.6119, grad_norm: 4.5453 2021-01-30 18:03:04,002 - mmaction - INFO - Epoch [76][840/3757] lr: 1.000e-03, eta: 12:44:30, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8078, loss_cls: 1.7396, loss: 1.7396, grad_norm: 4.6432 2021-01-30 18:03:09,938 - mmaction - INFO - Epoch [76][860/3757] lr: 1.000e-03, eta: 12:44:19, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7930, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.6862 2021-01-30 18:03:15,571 - mmaction - INFO - Epoch [76][880/3757] lr: 1.000e-03, eta: 12:44:08, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8133, loss_cls: 1.6535, loss: 1.6535, grad_norm: 4.5321 2021-01-30 18:03:21,054 - mmaction - INFO - Epoch [76][900/3757] lr: 1.000e-03, eta: 12:43:57, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8203, loss_cls: 1.6484, loss: 1.6484, grad_norm: 4.5430 2021-01-30 18:03:26,412 - mmaction - INFO - Epoch [76][920/3757] lr: 1.000e-03, eta: 12:43:45, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.6895, loss: 1.6895, grad_norm: 4.8187 2021-01-30 18:03:31,795 - mmaction - INFO - Epoch [76][940/3757] lr: 1.000e-03, eta: 12:43:34, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8320, loss_cls: 1.6288, loss: 1.6288, grad_norm: 4.6533 2021-01-30 18:03:37,308 - mmaction - INFO - Epoch [76][960/3757] lr: 1.000e-03, eta: 12:43:23, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8344, loss_cls: 1.5604, loss: 1.5604, grad_norm: 4.5780 2021-01-30 18:03:42,984 - mmaction - INFO - Epoch [76][980/3757] lr: 1.000e-03, eta: 12:43:12, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8273, loss_cls: 1.5862, loss: 1.5862, grad_norm: 4.7231 2021-01-30 18:03:48,531 - mmaction - INFO - Epoch [76][1000/3757] lr: 1.000e-03, eta: 12:43:00, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8039, loss_cls: 1.6720, loss: 1.6720, grad_norm: 4.6536 2021-01-30 18:03:54,037 - mmaction - INFO - Epoch [76][1020/3757] lr: 1.000e-03, eta: 12:42:49, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8328, loss_cls: 1.5971, loss: 1.5971, grad_norm: 4.6880 2021-01-30 18:03:59,895 - mmaction - INFO - Epoch [76][1040/3757] lr: 1.000e-03, eta: 12:42:38, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8180, loss_cls: 1.6983, loss: 1.6983, grad_norm: 4.6708 2021-01-30 18:04:05,518 - mmaction - INFO - Epoch [76][1060/3757] lr: 1.000e-03, eta: 12:42:27, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8070, loss_cls: 1.6251, loss: 1.6251, grad_norm: 4.5483 2021-01-30 18:04:11,861 - mmaction - INFO - Epoch [76][1080/3757] lr: 1.000e-03, eta: 12:42:16, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8227, loss_cls: 1.6486, loss: 1.6486, grad_norm: 4.6400 2021-01-30 18:04:17,785 - mmaction - INFO - Epoch [76][1100/3757] lr: 1.000e-03, eta: 12:42:04, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8359, loss_cls: 1.6017, loss: 1.6017, grad_norm: 4.5620 2021-01-30 18:04:23,914 - mmaction - INFO - Epoch [76][1120/3757] lr: 1.000e-03, eta: 12:41:53, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8078, loss_cls: 1.6589, loss: 1.6589, grad_norm: 4.6691 2021-01-30 18:04:29,566 - mmaction - INFO - Epoch [76][1140/3757] lr: 1.000e-03, eta: 12:41:42, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8266, loss_cls: 1.6180, loss: 1.6180, grad_norm: 4.5859 2021-01-30 18:04:35,490 - mmaction - INFO - Epoch [76][1160/3757] lr: 1.000e-03, eta: 12:41:31, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.6129, loss: 1.6129, grad_norm: 4.6105 2021-01-30 18:04:41,131 - mmaction - INFO - Epoch [76][1180/3757] lr: 1.000e-03, eta: 12:41:20, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8391, loss_cls: 1.5186, loss: 1.5186, grad_norm: 4.6215 2021-01-30 18:04:47,056 - mmaction - INFO - Epoch [76][1200/3757] lr: 1.000e-03, eta: 12:41:09, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8117, loss_cls: 1.6720, loss: 1.6720, grad_norm: 4.6954 2021-01-30 18:04:53,147 - mmaction - INFO - Epoch [76][1220/3757] lr: 1.000e-03, eta: 12:40:58, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8141, loss_cls: 1.6883, loss: 1.6883, grad_norm: 4.7552 2021-01-30 18:04:58,504 - mmaction - INFO - Epoch [76][1240/3757] lr: 1.000e-03, eta: 12:40:46, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8109, loss_cls: 1.7212, loss: 1.7212, grad_norm: 4.7443 2021-01-30 18:05:05,059 - mmaction - INFO - Epoch [76][1260/3757] lr: 1.000e-03, eta: 12:40:35, time: 0.328, data_time: 0.004, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.7374, loss: 1.7374, grad_norm: 4.7802 2021-01-30 18:05:11,340 - mmaction - INFO - Epoch [76][1280/3757] lr: 1.000e-03, eta: 12:40:24, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8180, loss_cls: 1.6498, loss: 1.6498, grad_norm: 4.7235 2021-01-30 18:05:17,440 - mmaction - INFO - Epoch [76][1300/3757] lr: 1.000e-03, eta: 12:40:13, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.6659, loss: 1.6659, grad_norm: 4.6825 2021-01-30 18:05:23,075 - mmaction - INFO - Epoch [76][1320/3757] lr: 1.000e-03, eta: 12:40:02, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5604, loss: 1.5604, grad_norm: 4.5902 2021-01-30 18:05:28,998 - mmaction - INFO - Epoch [76][1340/3757] lr: 1.000e-03, eta: 12:39:51, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.6871, loss: 1.6871, grad_norm: 4.6406 2021-01-30 18:05:35,229 - mmaction - INFO - Epoch [76][1360/3757] lr: 1.000e-03, eta: 12:39:40, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7977, loss_cls: 1.7746, loss: 1.7746, grad_norm: 4.7914 2021-01-30 18:05:40,850 - mmaction - INFO - Epoch [76][1380/3757] lr: 1.000e-03, eta: 12:39:29, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6380, loss: 1.6380, grad_norm: 4.6926 2021-01-30 18:05:46,959 - mmaction - INFO - Epoch [76][1400/3757] lr: 1.000e-03, eta: 12:39:17, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8000, loss_cls: 1.7039, loss: 1.7039, grad_norm: 4.6836 2021-01-30 18:05:52,595 - mmaction - INFO - Epoch [76][1420/3757] lr: 1.000e-03, eta: 12:39:06, time: 0.281, data_time: 0.004, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8133, loss_cls: 1.6355, loss: 1.6355, grad_norm: 4.5167 2021-01-30 18:05:59,244 - mmaction - INFO - Epoch [76][1440/3757] lr: 1.000e-03, eta: 12:38:55, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8031, loss_cls: 1.7643, loss: 1.7643, grad_norm: 4.7253 2021-01-30 18:06:04,878 - mmaction - INFO - Epoch [76][1460/3757] lr: 1.000e-03, eta: 12:38:44, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8227, loss_cls: 1.6601, loss: 1.6601, grad_norm: 4.6556 2021-01-30 18:06:10,633 - mmaction - INFO - Epoch [76][1480/3757] lr: 1.000e-03, eta: 12:38:33, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8344, loss_cls: 1.5653, loss: 1.5653, grad_norm: 4.5607 2021-01-30 18:06:16,297 - mmaction - INFO - Epoch [76][1500/3757] lr: 1.000e-03, eta: 12:38:22, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8328, loss_cls: 1.6431, loss: 1.6431, grad_norm: 4.7090 2021-01-30 18:06:22,934 - mmaction - INFO - Epoch [76][1520/3757] lr: 1.000e-03, eta: 12:38:11, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8133, loss_cls: 1.7460, loss: 1.7460, grad_norm: 4.8735 2021-01-30 18:06:28,595 - mmaction - INFO - Epoch [76][1540/3757] lr: 1.000e-03, eta: 12:38:00, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7953, loss_cls: 1.7117, loss: 1.7117, grad_norm: 4.7260 2021-01-30 18:06:34,810 - mmaction - INFO - Epoch [76][1560/3757] lr: 1.000e-03, eta: 12:37:49, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8070, loss_cls: 1.7008, loss: 1.7008, grad_norm: 4.6644 2021-01-30 18:06:41,045 - mmaction - INFO - Epoch [76][1580/3757] lr: 1.000e-03, eta: 12:37:38, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8156, loss_cls: 1.6817, loss: 1.6817, grad_norm: 4.8112 2021-01-30 18:06:47,244 - mmaction - INFO - Epoch [76][1600/3757] lr: 1.000e-03, eta: 12:37:27, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7812, loss_cls: 1.8350, loss: 1.8350, grad_norm: 4.9210 2021-01-30 18:06:52,685 - mmaction - INFO - Epoch [76][1620/3757] lr: 1.000e-03, eta: 12:37:15, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7906, loss_cls: 1.7722, loss: 1.7722, grad_norm: 4.6863 2021-01-30 18:06:58,597 - mmaction - INFO - Epoch [76][1640/3757] lr: 1.000e-03, eta: 12:37:04, time: 0.295, data_time: 0.004, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8078, loss_cls: 1.6857, loss: 1.6857, grad_norm: 4.5867 2021-01-30 18:07:04,713 - mmaction - INFO - Epoch [76][1660/3757] lr: 1.000e-03, eta: 12:36:53, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7094, loss: 1.7094, grad_norm: 4.6298 2021-01-30 18:07:10,796 - mmaction - INFO - Epoch [76][1680/3757] lr: 1.000e-03, eta: 12:36:42, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.6645, loss: 1.6645, grad_norm: 4.5709 2021-01-30 18:07:16,718 - mmaction - INFO - Epoch [76][1700/3757] lr: 1.000e-03, eta: 12:36:31, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8039, loss_cls: 1.7763, loss: 1.7763, grad_norm: 4.7331 2021-01-30 18:07:23,275 - mmaction - INFO - Epoch [76][1720/3757] lr: 1.000e-03, eta: 12:36:20, time: 0.328, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7898, loss_cls: 1.8062, loss: 1.8062, grad_norm: 4.6631 2021-01-30 18:07:29,061 - mmaction - INFO - Epoch [76][1740/3757] lr: 1.000e-03, eta: 12:36:09, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8047, loss_cls: 1.7671, loss: 1.7671, grad_norm: 4.7206 2021-01-30 18:07:35,290 - mmaction - INFO - Epoch [76][1760/3757] lr: 1.000e-03, eta: 12:35:58, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8234, loss_cls: 1.6074, loss: 1.6074, grad_norm: 4.4380 2021-01-30 18:07:41,592 - mmaction - INFO - Epoch [76][1780/3757] lr: 1.000e-03, eta: 12:35:47, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.6034, loss: 1.6034, grad_norm: 4.5738 2021-01-30 18:07:47,729 - mmaction - INFO - Epoch [76][1800/3757] lr: 1.000e-03, eta: 12:35:36, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7977, loss_cls: 1.7838, loss: 1.7838, grad_norm: 4.8433 2021-01-30 18:07:53,747 - mmaction - INFO - Epoch [76][1820/3757] lr: 1.000e-03, eta: 12:35:25, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6782, loss: 1.6782, grad_norm: 4.6843 2021-01-30 18:07:58,796 - mmaction - INFO - Epoch [76][1840/3757] lr: 1.000e-03, eta: 12:35:13, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8297, loss_cls: 1.6375, loss: 1.6375, grad_norm: 4.6017 2021-01-30 18:08:04,986 - mmaction - INFO - Epoch [76][1860/3757] lr: 1.000e-03, eta: 12:35:02, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8313, loss_cls: 1.5965, loss: 1.5965, grad_norm: 4.6144 2021-01-30 18:08:10,973 - mmaction - INFO - Epoch [76][1880/3757] lr: 1.000e-03, eta: 12:34:51, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8203, loss_cls: 1.6188, loss: 1.6188, grad_norm: 4.6146 2021-01-30 18:08:17,349 - mmaction - INFO - Epoch [76][1900/3757] lr: 1.000e-03, eta: 12:34:40, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8227, loss_cls: 1.6908, loss: 1.6908, grad_norm: 4.7122 2021-01-30 18:08:23,497 - mmaction - INFO - Epoch [76][1920/3757] lr: 1.000e-03, eta: 12:34:29, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8211, loss_cls: 1.6845, loss: 1.6845, grad_norm: 4.8100 2021-01-30 18:08:29,497 - mmaction - INFO - Epoch [76][1940/3757] lr: 1.000e-03, eta: 12:34:18, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.7050, loss: 1.7050, grad_norm: 4.6622 2021-01-30 18:08:35,417 - mmaction - INFO - Epoch [76][1960/3757] lr: 1.000e-03, eta: 12:34:07, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.6699, loss: 1.6699, grad_norm: 4.6371 2021-01-30 18:08:42,333 - mmaction - INFO - Epoch [76][1980/3757] lr: 1.000e-03, eta: 12:33:56, time: 0.346, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7411, loss: 1.7411, grad_norm: 4.7288 2021-01-30 18:08:47,865 - mmaction - INFO - Epoch [76][2000/3757] lr: 1.000e-03, eta: 12:33:45, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.6278, loss: 1.6278, grad_norm: 4.5781 2021-01-30 18:08:53,066 - mmaction - INFO - Epoch [76][2020/3757] lr: 1.000e-03, eta: 12:33:34, time: 0.260, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8086, loss_cls: 1.6605, loss: 1.6605, grad_norm: 4.5972 2021-01-30 18:08:59,171 - mmaction - INFO - Epoch [76][2040/3757] lr: 1.000e-03, eta: 12:33:23, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8242, loss_cls: 1.6818, loss: 1.6818, grad_norm: 4.7628 2021-01-30 18:09:04,848 - mmaction - INFO - Epoch [76][2060/3757] lr: 1.000e-03, eta: 12:33:11, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6446, loss: 1.6446, grad_norm: 4.7337 2021-01-30 18:09:10,804 - mmaction - INFO - Epoch [76][2080/3757] lr: 1.000e-03, eta: 12:33:00, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.7003, loss: 1.7003, grad_norm: 4.6267 2021-01-30 18:09:16,437 - mmaction - INFO - Epoch [76][2100/3757] lr: 1.000e-03, eta: 12:32:49, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8125, loss_cls: 1.7389, loss: 1.7389, grad_norm: 4.6633 2021-01-30 18:09:23,026 - mmaction - INFO - Epoch [76][2120/3757] lr: 1.000e-03, eta: 12:32:38, time: 0.330, data_time: 0.003, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8133, loss_cls: 1.6686, loss: 1.6686, grad_norm: 4.6528 2021-01-30 18:09:28,954 - mmaction - INFO - Epoch [76][2140/3757] lr: 1.000e-03, eta: 12:32:27, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5492, top5_acc: 0.7797, loss_cls: 1.8621, loss: 1.8621, grad_norm: 4.9372 2021-01-30 18:09:34,953 - mmaction - INFO - Epoch [76][2160/3757] lr: 1.000e-03, eta: 12:32:16, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8258, loss_cls: 1.6897, loss: 1.6897, grad_norm: 4.6583 2021-01-30 18:09:41,242 - mmaction - INFO - Epoch [76][2180/3757] lr: 1.000e-03, eta: 12:32:05, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8305, loss_cls: 1.6413, loss: 1.6413, grad_norm: 4.6585 2021-01-30 18:09:46,806 - mmaction - INFO - Epoch [76][2200/3757] lr: 1.000e-03, eta: 12:31:54, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8078, loss_cls: 1.6973, loss: 1.6973, grad_norm: 4.5880 2021-01-30 18:09:53,300 - mmaction - INFO - Epoch [76][2220/3757] lr: 1.000e-03, eta: 12:31:43, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8023, loss_cls: 1.6837, loss: 1.6837, grad_norm: 4.6970 2021-01-30 18:09:58,693 - mmaction - INFO - Epoch [76][2240/3757] lr: 1.000e-03, eta: 12:31:32, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8148, loss_cls: 1.6751, loss: 1.6751, grad_norm: 4.6016 2021-01-30 18:10:04,853 - mmaction - INFO - Epoch [76][2260/3757] lr: 1.000e-03, eta: 12:31:21, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8055, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.5850 2021-01-30 18:10:10,477 - mmaction - INFO - Epoch [76][2280/3757] lr: 1.000e-03, eta: 12:31:09, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8289, loss_cls: 1.6290, loss: 1.6290, grad_norm: 4.5843 2021-01-30 18:10:16,540 - mmaction - INFO - Epoch [76][2300/3757] lr: 1.000e-03, eta: 12:30:58, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.6926, loss: 1.6926, grad_norm: 4.6525 2021-01-30 18:10:22,669 - mmaction - INFO - Epoch [76][2320/3757] lr: 1.000e-03, eta: 12:30:47, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8039, loss_cls: 1.6623, loss: 1.6623, grad_norm: 4.6198 2021-01-30 18:10:29,005 - mmaction - INFO - Epoch [76][2340/3757] lr: 1.000e-03, eta: 12:30:36, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5586, top5_acc: 0.7977, loss_cls: 1.8040, loss: 1.8040, grad_norm: 4.8783 2021-01-30 18:10:35,293 - mmaction - INFO - Epoch [76][2360/3757] lr: 1.000e-03, eta: 12:30:25, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8141, loss_cls: 1.6967, loss: 1.6967, grad_norm: 4.5891 2021-01-30 18:10:41,272 - mmaction - INFO - Epoch [76][2380/3757] lr: 1.000e-03, eta: 12:30:14, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.6560, loss: 1.6560, grad_norm: 4.5622 2021-01-30 18:10:47,195 - mmaction - INFO - Epoch [76][2400/3757] lr: 1.000e-03, eta: 12:30:03, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.6811, loss: 1.6811, grad_norm: 4.5953 2021-01-30 18:10:53,183 - mmaction - INFO - Epoch [76][2420/3757] lr: 1.000e-03, eta: 12:29:52, time: 0.299, data_time: 0.004, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.6475, loss: 1.6475, grad_norm: 4.6810 2021-01-30 18:10:59,186 - mmaction - INFO - Epoch [76][2440/3757] lr: 1.000e-03, eta: 12:29:41, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8234, loss_cls: 1.6412, loss: 1.6412, grad_norm: 4.5416 2021-01-30 18:11:05,121 - mmaction - INFO - Epoch [76][2460/3757] lr: 1.000e-03, eta: 12:29:30, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7898, loss_cls: 1.8160, loss: 1.8160, grad_norm: 4.7631 2021-01-30 18:11:10,668 - mmaction - INFO - Epoch [76][2480/3757] lr: 1.000e-03, eta: 12:29:19, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7992, loss_cls: 1.7649, loss: 1.7649, grad_norm: 4.7383 2021-01-30 18:11:17,075 - mmaction - INFO - Epoch [76][2500/3757] lr: 1.000e-03, eta: 12:29:08, time: 0.320, data_time: 0.004, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7930, loss_cls: 1.7666, loss: 1.7666, grad_norm: 4.6972 2021-01-30 18:11:23,411 - mmaction - INFO - Epoch [76][2520/3757] lr: 1.000e-03, eta: 12:28:57, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8273, loss_cls: 1.6608, loss: 1.6608, grad_norm: 4.6365 2021-01-30 18:11:29,073 - mmaction - INFO - Epoch [76][2540/3757] lr: 1.000e-03, eta: 12:28:46, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8195, loss_cls: 1.6265, loss: 1.6265, grad_norm: 4.6064 2021-01-30 18:11:35,151 - mmaction - INFO - Epoch [76][2560/3757] lr: 1.000e-03, eta: 12:28:35, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8203, loss_cls: 1.6192, loss: 1.6192, grad_norm: 4.5046 2021-01-30 18:11:41,505 - mmaction - INFO - Epoch [76][2580/3757] lr: 1.000e-03, eta: 12:28:24, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8148, loss_cls: 1.7188, loss: 1.7188, grad_norm: 4.7457 2021-01-30 18:11:46,863 - mmaction - INFO - Epoch [76][2600/3757] lr: 1.000e-03, eta: 12:28:12, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8055, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.6678 2021-01-30 18:11:53,238 - mmaction - INFO - Epoch [76][2620/3757] lr: 1.000e-03, eta: 12:28:02, time: 0.319, data_time: 0.004, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8070, loss_cls: 1.7382, loss: 1.7382, grad_norm: 4.7705 2021-01-30 18:11:59,635 - mmaction - INFO - Epoch [76][2640/3757] lr: 1.000e-03, eta: 12:27:51, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8273, loss_cls: 1.6191, loss: 1.6191, grad_norm: 4.6193 2021-01-30 18:12:04,929 - mmaction - INFO - Epoch [76][2660/3757] lr: 1.000e-03, eta: 12:27:39, time: 0.265, data_time: 0.004, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8141, loss_cls: 1.6467, loss: 1.6467, grad_norm: 4.6148 2021-01-30 18:12:10,971 - mmaction - INFO - Epoch [76][2680/3757] lr: 1.000e-03, eta: 12:27:28, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8289, loss_cls: 1.6331, loss: 1.6331, grad_norm: 4.6429 2021-01-30 18:12:16,688 - mmaction - INFO - Epoch [76][2700/3757] lr: 1.000e-03, eta: 12:27:17, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7875, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.7424 2021-01-30 18:12:22,956 - mmaction - INFO - Epoch [76][2720/3757] lr: 1.000e-03, eta: 12:27:06, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8266, loss_cls: 1.6155, loss: 1.6155, grad_norm: 4.6796 2021-01-30 18:12:29,088 - mmaction - INFO - Epoch [76][2740/3757] lr: 1.000e-03, eta: 12:26:55, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.7070, loss: 1.7070, grad_norm: 4.8002 2021-01-30 18:12:34,827 - mmaction - INFO - Epoch [76][2760/3757] lr: 1.000e-03, eta: 12:26:44, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8117, loss_cls: 1.7309, loss: 1.7309, grad_norm: 4.7737 2021-01-30 18:12:41,357 - mmaction - INFO - Epoch [76][2780/3757] lr: 1.000e-03, eta: 12:26:33, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8234, loss_cls: 1.6573, loss: 1.6573, grad_norm: 4.7147 2021-01-30 18:12:47,500 - mmaction - INFO - Epoch [76][2800/3757] lr: 1.000e-03, eta: 12:26:22, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7984, loss_cls: 1.7335, loss: 1.7335, grad_norm: 4.6766 2021-01-30 18:12:53,877 - mmaction - INFO - Epoch [76][2820/3757] lr: 1.000e-03, eta: 12:26:11, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7987, loss: 1.7987, grad_norm: 4.8232 2021-01-30 18:12:59,831 - mmaction - INFO - Epoch [76][2840/3757] lr: 1.000e-03, eta: 12:26:00, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8086, loss_cls: 1.6966, loss: 1.6966, grad_norm: 4.6917 2021-01-30 18:13:05,681 - mmaction - INFO - Epoch [76][2860/3757] lr: 1.000e-03, eta: 12:25:49, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8000, loss_cls: 1.6923, loss: 1.6923, grad_norm: 4.8407 2021-01-30 18:13:11,074 - mmaction - INFO - Epoch [76][2880/3757] lr: 1.000e-03, eta: 12:25:38, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7937, loss_cls: 1.7486, loss: 1.7486, grad_norm: 4.7089 2021-01-30 18:13:17,987 - mmaction - INFO - Epoch [76][2900/3757] lr: 1.000e-03, eta: 12:25:27, time: 0.346, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8063, loss_cls: 1.7140, loss: 1.7140, grad_norm: 4.6849 2021-01-30 18:13:23,902 - mmaction - INFO - Epoch [76][2920/3757] lr: 1.000e-03, eta: 12:25:16, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8133, loss_cls: 1.7074, loss: 1.7074, grad_norm: 4.7046 2021-01-30 18:13:29,509 - mmaction - INFO - Epoch [76][2940/3757] lr: 1.000e-03, eta: 12:25:05, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.7170, loss: 1.7170, grad_norm: 4.6348 2021-01-30 18:13:35,424 - mmaction - INFO - Epoch [76][2960/3757] lr: 1.000e-03, eta: 12:24:54, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.7045, loss: 1.7045, grad_norm: 4.6870 2021-01-30 18:13:42,222 - mmaction - INFO - Epoch [76][2980/3757] lr: 1.000e-03, eta: 12:24:43, time: 0.340, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8078, loss_cls: 1.7783, loss: 1.7783, grad_norm: 4.7769 2021-01-30 18:13:48,032 - mmaction - INFO - Epoch [76][3000/3757] lr: 1.000e-03, eta: 12:24:32, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8148, loss_cls: 1.6430, loss: 1.6430, grad_norm: 4.5848 2021-01-30 18:13:54,016 - mmaction - INFO - Epoch [76][3020/3757] lr: 1.000e-03, eta: 12:24:21, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8094, loss_cls: 1.7079, loss: 1.7079, grad_norm: 4.6272 2021-01-30 18:14:00,635 - mmaction - INFO - Epoch [76][3040/3757] lr: 1.000e-03, eta: 12:24:10, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8281, loss_cls: 1.6463, loss: 1.6463, grad_norm: 4.6738 2021-01-30 18:14:06,704 - mmaction - INFO - Epoch [76][3060/3757] lr: 1.000e-03, eta: 12:23:59, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.6490, loss: 1.6490, grad_norm: 4.5553 2021-01-30 18:14:12,241 - mmaction - INFO - Epoch [76][3080/3757] lr: 1.000e-03, eta: 12:23:48, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8133, loss_cls: 1.7077, loss: 1.7077, grad_norm: 4.6484 2021-01-30 18:14:17,804 - mmaction - INFO - Epoch [76][3100/3757] lr: 1.000e-03, eta: 12:23:36, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8148, loss_cls: 1.6824, loss: 1.6824, grad_norm: 4.7054 2021-01-30 18:14:23,531 - mmaction - INFO - Epoch [76][3120/3757] lr: 1.000e-03, eta: 12:23:25, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.6971, loss: 1.6971, grad_norm: 4.7015 2021-01-30 18:14:29,308 - mmaction - INFO - Epoch [76][3140/3757] lr: 1.000e-03, eta: 12:23:14, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8180, loss_cls: 1.6972, loss: 1.6972, grad_norm: 4.6653 2021-01-30 18:14:35,141 - mmaction - INFO - Epoch [76][3160/3757] lr: 1.000e-03, eta: 12:23:03, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.7790, loss: 1.7790, grad_norm: 4.7931 2021-01-30 18:14:41,352 - mmaction - INFO - Epoch [76][3180/3757] lr: 1.000e-03, eta: 12:22:52, time: 0.315, data_time: 0.007, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8117, loss_cls: 1.6945, loss: 1.6945, grad_norm: 4.7301 2021-01-30 18:14:47,163 - mmaction - INFO - Epoch [76][3200/3757] lr: 1.000e-03, eta: 12:22:41, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.7306, loss: 1.7306, grad_norm: 4.8092 2021-01-30 18:14:53,141 - mmaction - INFO - Epoch [76][3220/3757] lr: 1.000e-03, eta: 12:22:30, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.6542, loss: 1.6542, grad_norm: 4.5621 2021-01-30 18:14:59,242 - mmaction - INFO - Epoch [76][3240/3757] lr: 1.000e-03, eta: 12:22:19, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8211, loss_cls: 1.6080, loss: 1.6080, grad_norm: 4.4504 2021-01-30 18:15:05,156 - mmaction - INFO - Epoch [76][3260/3757] lr: 1.000e-03, eta: 12:22:08, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.6812, loss: 1.6812, grad_norm: 4.6796 2021-01-30 18:15:10,882 - mmaction - INFO - Epoch [76][3280/3757] lr: 1.000e-03, eta: 12:21:57, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8258, loss_cls: 1.6139, loss: 1.6139, grad_norm: 4.6386 2021-01-30 18:15:16,938 - mmaction - INFO - Epoch [76][3300/3757] lr: 1.000e-03, eta: 12:21:46, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.7304, loss: 1.7304, grad_norm: 4.7239 2021-01-30 18:15:22,549 - mmaction - INFO - Epoch [76][3320/3757] lr: 1.000e-03, eta: 12:21:35, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8094, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.7218 2021-01-30 18:15:28,010 - mmaction - INFO - Epoch [76][3340/3757] lr: 1.000e-03, eta: 12:21:23, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8031, loss_cls: 1.7082, loss: 1.7082, grad_norm: 4.6699 2021-01-30 18:15:34,457 - mmaction - INFO - Epoch [76][3360/3757] lr: 1.000e-03, eta: 12:21:12, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.7673 2021-01-30 18:15:40,711 - mmaction - INFO - Epoch [76][3380/3757] lr: 1.000e-03, eta: 12:21:02, time: 0.313, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8031, loss_cls: 1.7290, loss: 1.7290, grad_norm: 4.7886 2021-01-30 18:15:46,324 - mmaction - INFO - Epoch [76][3400/3757] lr: 1.000e-03, eta: 12:20:50, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8289, loss_cls: 1.5867, loss: 1.5867, grad_norm: 4.6462 2021-01-30 18:15:52,089 - mmaction - INFO - Epoch [76][3420/3757] lr: 1.000e-03, eta: 12:20:39, time: 0.288, data_time: 0.005, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6863, loss: 1.6863, grad_norm: 4.7748 2021-01-30 18:15:58,380 - mmaction - INFO - Epoch [76][3440/3757] lr: 1.000e-03, eta: 12:20:28, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8117, loss_cls: 1.6875, loss: 1.6875, grad_norm: 4.7105 2021-01-30 18:16:04,536 - mmaction - INFO - Epoch [76][3460/3757] lr: 1.000e-03, eta: 12:20:17, time: 0.307, data_time: 0.005, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8187, loss_cls: 1.6446, loss: 1.6446, grad_norm: 4.8246 2021-01-30 18:16:10,405 - mmaction - INFO - Epoch [76][3480/3757] lr: 1.000e-03, eta: 12:20:06, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8094, loss_cls: 1.6906, loss: 1.6906, grad_norm: 4.8377 2021-01-30 18:16:16,663 - mmaction - INFO - Epoch [76][3500/3757] lr: 1.000e-03, eta: 12:19:55, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7945, loss_cls: 1.7485, loss: 1.7485, grad_norm: 4.7659 2021-01-30 18:16:22,840 - mmaction - INFO - Epoch [76][3520/3757] lr: 1.000e-03, eta: 12:19:44, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7083, loss: 1.7083, grad_norm: 4.6329 2021-01-30 18:16:28,891 - mmaction - INFO - Epoch [76][3540/3757] lr: 1.000e-03, eta: 12:19:33, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7984, loss_cls: 1.7416, loss: 1.7416, grad_norm: 4.7285 2021-01-30 18:16:34,620 - mmaction - INFO - Epoch [76][3560/3757] lr: 1.000e-03, eta: 12:19:22, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.6953, loss: 1.6953, grad_norm: 4.7114 2021-01-30 18:16:40,281 - mmaction - INFO - Epoch [76][3580/3757] lr: 1.000e-03, eta: 12:19:11, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8359, loss_cls: 1.5657, loss: 1.5657, grad_norm: 4.3290 2021-01-30 18:16:46,200 - mmaction - INFO - Epoch [76][3600/3757] lr: 1.000e-03, eta: 12:19:00, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8055, loss_cls: 1.6975, loss: 1.6975, grad_norm: 4.7753 2021-01-30 18:16:52,723 - mmaction - INFO - Epoch [76][3620/3757] lr: 1.000e-03, eta: 12:18:49, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8078, loss_cls: 1.7265, loss: 1.7265, grad_norm: 4.6625 2021-01-30 18:16:58,107 - mmaction - INFO - Epoch [76][3640/3757] lr: 1.000e-03, eta: 12:18:38, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.6760, loss: 1.6760, grad_norm: 4.6234 2021-01-30 18:17:03,798 - mmaction - INFO - Epoch [76][3660/3757] lr: 1.000e-03, eta: 12:18:27, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6462, loss: 1.6462, grad_norm: 4.6377 2021-01-30 18:17:10,049 - mmaction - INFO - Epoch [76][3680/3757] lr: 1.000e-03, eta: 12:18:16, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8047, loss_cls: 1.6847, loss: 1.6847, grad_norm: 4.6880 2021-01-30 18:17:16,219 - mmaction - INFO - Epoch [76][3700/3757] lr: 1.000e-03, eta: 12:18:05, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8023, loss_cls: 1.6541, loss: 1.6541, grad_norm: 4.5805 2021-01-30 18:17:21,798 - mmaction - INFO - Epoch [76][3720/3757] lr: 1.000e-03, eta: 12:17:54, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8063, loss_cls: 1.7011, loss: 1.7011, grad_norm: 4.6313 2021-01-30 18:17:28,124 - mmaction - INFO - Epoch [76][3740/3757] lr: 1.000e-03, eta: 12:17:43, time: 0.316, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8078, loss_cls: 1.6682, loss: 1.6682, grad_norm: 4.4293 2021-01-30 18:17:53,698 - mmaction - INFO - Saving checkpoint at 76 epochs 2021-01-30 18:30:54,991 - mmaction - INFO - Epoch [77][20/3757] lr: 1.000e-03, eta: 12:21:25, time: 39.037, data_time: 38.551, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.6674, loss: 1.6674, grad_norm: 4.5884 2021-01-30 18:30:59,204 - mmaction - INFO - Epoch [77][40/3757] lr: 1.000e-03, eta: 12:21:14, time: 0.222, data_time: 0.014, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7028, loss: 1.7028, grad_norm: 4.7556 2021-01-30 18:31:03,311 - mmaction - INFO - Epoch [77][60/3757] lr: 1.000e-03, eta: 12:21:02, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8203, loss_cls: 1.6729, loss: 1.6729, grad_norm: 4.7698 2021-01-30 18:31:07,563 - mmaction - INFO - Epoch [77][80/3757] lr: 1.000e-03, eta: 12:20:51, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8297, loss_cls: 1.5737, loss: 1.5737, grad_norm: 4.5609 2021-01-30 18:31:11,747 - mmaction - INFO - Epoch [77][100/3757] lr: 1.000e-03, eta: 12:20:39, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7930, loss_cls: 1.7226, loss: 1.7226, grad_norm: 4.6809 2021-01-30 18:31:15,948 - mmaction - INFO - Epoch [77][120/3757] lr: 1.000e-03, eta: 12:20:27, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8172, loss_cls: 1.6228, loss: 1.6228, grad_norm: 4.5530 2021-01-30 18:31:20,136 - mmaction - INFO - Epoch [77][140/3757] lr: 1.000e-03, eta: 12:20:16, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8094, loss_cls: 1.6300, loss: 1.6300, grad_norm: 4.5577 2021-01-30 18:31:24,233 - mmaction - INFO - Epoch [77][160/3757] lr: 1.000e-03, eta: 12:20:04, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.7258, loss: 1.7258, grad_norm: 4.6609 2021-01-30 18:31:28,539 - mmaction - INFO - Epoch [77][180/3757] lr: 1.000e-03, eta: 12:19:52, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8039, loss_cls: 1.7006, loss: 1.7006, grad_norm: 4.6413 2021-01-30 18:31:32,702 - mmaction - INFO - Epoch [77][200/3757] lr: 1.000e-03, eta: 12:19:41, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7992, loss_cls: 1.7599, loss: 1.7599, grad_norm: 4.7767 2021-01-30 18:31:36,900 - mmaction - INFO - Epoch [77][220/3757] lr: 1.000e-03, eta: 12:19:29, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8141, loss_cls: 1.6499, loss: 1.6499, grad_norm: 4.5131 2021-01-30 18:31:41,106 - mmaction - INFO - Epoch [77][240/3757] lr: 1.000e-03, eta: 12:19:17, time: 0.213, data_time: 0.006, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8047, loss_cls: 1.7512, loss: 1.7512, grad_norm: 4.7381 2021-01-30 18:31:45,305 - mmaction - INFO - Epoch [77][260/3757] lr: 1.000e-03, eta: 12:19:06, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6328, loss: 1.6328, grad_norm: 4.6725 2021-01-30 18:31:49,610 - mmaction - INFO - Epoch [77][280/3757] lr: 1.000e-03, eta: 12:18:54, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7223, loss: 1.7223, grad_norm: 4.7554 2021-01-30 18:31:53,804 - mmaction - INFO - Epoch [77][300/3757] lr: 1.000e-03, eta: 12:18:42, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8383, loss_cls: 1.5281, loss: 1.5281, grad_norm: 4.4494 2021-01-30 18:31:58,176 - mmaction - INFO - Epoch [77][320/3757] lr: 1.000e-03, eta: 12:18:31, time: 0.219, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8109, loss_cls: 1.6600, loss: 1.6600, grad_norm: 4.6882 2021-01-30 18:32:02,340 - mmaction - INFO - Epoch [77][340/3757] lr: 1.000e-03, eta: 12:18:19, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8180, loss_cls: 1.6258, loss: 1.6258, grad_norm: 4.7170 2021-01-30 18:32:06,656 - mmaction - INFO - Epoch [77][360/3757] lr: 1.000e-03, eta: 12:18:08, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.7117, loss: 1.7117, grad_norm: 4.8237 2021-01-30 18:32:10,975 - mmaction - INFO - Epoch [77][380/3757] lr: 1.000e-03, eta: 12:17:56, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8258, loss_cls: 1.6823, loss: 1.6823, grad_norm: 4.8425 2021-01-30 18:32:15,247 - mmaction - INFO - Epoch [77][400/3757] lr: 1.000e-03, eta: 12:17:44, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7977, loss_cls: 1.7579, loss: 1.7579, grad_norm: 4.7551 2021-01-30 18:32:19,964 - mmaction - INFO - Epoch [77][420/3757] lr: 1.000e-03, eta: 12:17:33, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7045, loss: 1.7045, grad_norm: 4.6385 2021-01-30 18:32:24,261 - mmaction - INFO - Epoch [77][440/3757] lr: 1.000e-03, eta: 12:17:21, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.6722, loss: 1.6722, grad_norm: 4.6115 2021-01-30 18:32:28,745 - mmaction - INFO - Epoch [77][460/3757] lr: 1.000e-03, eta: 12:17:10, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8195, loss_cls: 1.6818, loss: 1.6818, grad_norm: 4.7529 2021-01-30 18:32:33,734 - mmaction - INFO - Epoch [77][480/3757] lr: 1.000e-03, eta: 12:16:58, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8242, loss_cls: 1.6343, loss: 1.6343, grad_norm: 4.6168 2021-01-30 18:32:38,310 - mmaction - INFO - Epoch [77][500/3757] lr: 1.000e-03, eta: 12:16:47, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8164, loss_cls: 1.7203, loss: 1.7203, grad_norm: 4.8542 2021-01-30 18:32:42,813 - mmaction - INFO - Epoch [77][520/3757] lr: 1.000e-03, eta: 12:16:35, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7828, loss_cls: 1.8128, loss: 1.8128, grad_norm: 4.8067 2021-01-30 18:32:47,291 - mmaction - INFO - Epoch [77][540/3757] lr: 1.000e-03, eta: 12:16:24, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8148, loss_cls: 1.6729, loss: 1.6729, grad_norm: 4.6163 2021-01-30 18:32:52,491 - mmaction - INFO - Epoch [77][560/3757] lr: 1.000e-03, eta: 12:16:12, time: 0.260, data_time: 0.000, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8250, loss_cls: 1.5731, loss: 1.5731, grad_norm: 4.4295 2021-01-30 18:32:56,981 - mmaction - INFO - Epoch [77][580/3757] lr: 1.000e-03, eta: 12:16:01, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7510, loss: 1.7510, grad_norm: 4.6479 2021-01-30 18:33:02,038 - mmaction - INFO - Epoch [77][600/3757] lr: 1.000e-03, eta: 12:15:49, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7969, loss_cls: 1.7503, loss: 1.7503, grad_norm: 4.6767 2021-01-30 18:33:08,102 - mmaction - INFO - Epoch [77][620/3757] lr: 1.000e-03, eta: 12:15:38, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8109, loss_cls: 1.7186, loss: 1.7186, grad_norm: 4.6958 2021-01-30 18:33:12,964 - mmaction - INFO - Epoch [77][640/3757] lr: 1.000e-03, eta: 12:15:27, time: 0.244, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.6700, loss: 1.6700, grad_norm: 4.6393 2021-01-30 18:33:17,836 - mmaction - INFO - Epoch [77][660/3757] lr: 1.000e-03, eta: 12:15:16, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8172, loss_cls: 1.6898, loss: 1.6898, grad_norm: 4.7318 2021-01-30 18:33:22,932 - mmaction - INFO - Epoch [77][680/3757] lr: 1.000e-03, eta: 12:15:04, time: 0.255, data_time: 0.003, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8141, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.5709 2021-01-30 18:33:27,908 - mmaction - INFO - Epoch [77][700/3757] lr: 1.000e-03, eta: 12:14:53, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.5984, loss: 1.5984, grad_norm: 4.5644 2021-01-30 18:33:33,353 - mmaction - INFO - Epoch [77][720/3757] lr: 1.000e-03, eta: 12:14:42, time: 0.273, data_time: 0.004, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.7114, loss: 1.7114, grad_norm: 4.6866 2021-01-30 18:33:38,094 - mmaction - INFO - Epoch [77][740/3757] lr: 1.000e-03, eta: 12:14:30, time: 0.237, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8063, loss_cls: 1.7017, loss: 1.7017, grad_norm: 4.6878 2021-01-30 18:33:44,367 - mmaction - INFO - Epoch [77][760/3757] lr: 1.000e-03, eta: 12:14:19, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8203, loss_cls: 1.6681, loss: 1.6681, grad_norm: 4.5614 2021-01-30 18:33:50,088 - mmaction - INFO - Epoch [77][780/3757] lr: 1.000e-03, eta: 12:14:08, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8164, loss_cls: 1.6727, loss: 1.6727, grad_norm: 4.6497 2021-01-30 18:33:55,393 - mmaction - INFO - Epoch [77][800/3757] lr: 1.000e-03, eta: 12:13:57, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8219, loss_cls: 1.6546, loss: 1.6546, grad_norm: 4.6758 2021-01-30 18:34:00,732 - mmaction - INFO - Epoch [77][820/3757] lr: 1.000e-03, eta: 12:13:45, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8180, loss_cls: 1.6777, loss: 1.6777, grad_norm: 4.6580 2021-01-30 18:34:06,806 - mmaction - INFO - Epoch [77][840/3757] lr: 1.000e-03, eta: 12:13:34, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8352, loss_cls: 1.5766, loss: 1.5766, grad_norm: 4.7153 2021-01-30 18:34:12,589 - mmaction - INFO - Epoch [77][860/3757] lr: 1.000e-03, eta: 12:13:23, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8195, loss_cls: 1.6302, loss: 1.6302, grad_norm: 4.6642 2021-01-30 18:34:18,296 - mmaction - INFO - Epoch [77][880/3757] lr: 1.000e-03, eta: 12:13:12, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.7355 2021-01-30 18:34:23,542 - mmaction - INFO - Epoch [77][900/3757] lr: 1.000e-03, eta: 12:13:01, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8336, loss_cls: 1.6161, loss: 1.6161, grad_norm: 4.6694 2021-01-30 18:34:29,336 - mmaction - INFO - Epoch [77][920/3757] lr: 1.000e-03, eta: 12:12:50, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7123, loss: 1.7123, grad_norm: 4.8406 2021-01-30 18:34:34,969 - mmaction - INFO - Epoch [77][940/3757] lr: 1.000e-03, eta: 12:12:39, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.7464, loss: 1.7464, grad_norm: 4.6968 2021-01-30 18:34:40,228 - mmaction - INFO - Epoch [77][960/3757] lr: 1.000e-03, eta: 12:12:27, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.6414, top5_acc: 0.8273, loss_cls: 1.5380, loss: 1.5380, grad_norm: 4.4580 2021-01-30 18:34:46,395 - mmaction - INFO - Epoch [77][980/3757] lr: 1.000e-03, eta: 12:12:16, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8164, loss_cls: 1.6626, loss: 1.6626, grad_norm: 4.6923 2021-01-30 18:34:52,799 - mmaction - INFO - Epoch [77][1000/3757] lr: 1.000e-03, eta: 12:12:05, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.6629, loss: 1.6629, grad_norm: 4.7217 2021-01-30 18:34:58,719 - mmaction - INFO - Epoch [77][1020/3757] lr: 1.000e-03, eta: 12:11:54, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8109, loss_cls: 1.6816, loss: 1.6816, grad_norm: 4.6868 2021-01-30 18:35:03,891 - mmaction - INFO - Epoch [77][1040/3757] lr: 1.000e-03, eta: 12:11:43, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7922, loss_cls: 1.8458, loss: 1.8458, grad_norm: 4.9240 2021-01-30 18:35:10,022 - mmaction - INFO - Epoch [77][1060/3757] lr: 1.000e-03, eta: 12:11:32, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8227, loss_cls: 1.6274, loss: 1.6274, grad_norm: 4.4812 2021-01-30 18:35:15,224 - mmaction - INFO - Epoch [77][1080/3757] lr: 1.000e-03, eta: 12:11:21, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8227, loss_cls: 1.6202, loss: 1.6202, grad_norm: 4.5905 2021-01-30 18:35:20,558 - mmaction - INFO - Epoch [77][1100/3757] lr: 1.000e-03, eta: 12:11:09, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.6324 2021-01-30 18:35:25,892 - mmaction - INFO - Epoch [77][1120/3757] lr: 1.000e-03, eta: 12:10:58, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8219, loss_cls: 1.6984, loss: 1.6984, grad_norm: 4.6803 2021-01-30 18:35:31,468 - mmaction - INFO - Epoch [77][1140/3757] lr: 1.000e-03, eta: 12:10:47, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.6885, loss: 1.6885, grad_norm: 4.5910 2021-01-30 18:35:37,084 - mmaction - INFO - Epoch [77][1160/3757] lr: 1.000e-03, eta: 12:10:36, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8125, loss_cls: 1.6685, loss: 1.6685, grad_norm: 4.6058 2021-01-30 18:35:42,612 - mmaction - INFO - Epoch [77][1180/3757] lr: 1.000e-03, eta: 12:10:25, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6661, loss: 1.6661, grad_norm: 4.6711 2021-01-30 18:35:49,165 - mmaction - INFO - Epoch [77][1200/3757] lr: 1.000e-03, eta: 12:10:14, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8258, loss_cls: 1.6193, loss: 1.6193, grad_norm: 4.5689 2021-01-30 18:35:55,198 - mmaction - INFO - Epoch [77][1220/3757] lr: 1.000e-03, eta: 12:10:03, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8180, loss_cls: 1.6350, loss: 1.6350, grad_norm: 4.6725 2021-01-30 18:36:00,630 - mmaction - INFO - Epoch [77][1240/3757] lr: 1.000e-03, eta: 12:09:52, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8195, loss_cls: 1.6155, loss: 1.6155, grad_norm: 4.6539 2021-01-30 18:36:05,895 - mmaction - INFO - Epoch [77][1260/3757] lr: 1.000e-03, eta: 12:09:40, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8047, loss_cls: 1.7628, loss: 1.7628, grad_norm: 4.8223 2021-01-30 18:36:12,306 - mmaction - INFO - Epoch [77][1280/3757] lr: 1.000e-03, eta: 12:09:29, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8227, loss_cls: 1.6452, loss: 1.6452, grad_norm: 4.6779 2021-01-30 18:36:18,649 - mmaction - INFO - Epoch [77][1300/3757] lr: 1.000e-03, eta: 12:09:18, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7992, loss_cls: 1.7507, loss: 1.7507, grad_norm: 4.6517 2021-01-30 18:36:23,739 - mmaction - INFO - Epoch [77][1320/3757] lr: 1.000e-03, eta: 12:09:07, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8055, loss_cls: 1.6804, loss: 1.6804, grad_norm: 4.7112 2021-01-30 18:36:30,026 - mmaction - INFO - Epoch [77][1340/3757] lr: 1.000e-03, eta: 12:08:56, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8016, loss_cls: 1.7182, loss: 1.7182, grad_norm: 4.7432 2021-01-30 18:36:36,006 - mmaction - INFO - Epoch [77][1360/3757] lr: 1.000e-03, eta: 12:08:45, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.7011, loss: 1.7011, grad_norm: 4.7658 2021-01-30 18:36:42,098 - mmaction - INFO - Epoch [77][1380/3757] lr: 1.000e-03, eta: 12:08:34, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.6525, loss: 1.6525, grad_norm: 4.6834 2021-01-30 18:36:48,436 - mmaction - INFO - Epoch [77][1400/3757] lr: 1.000e-03, eta: 12:08:23, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8117, loss_cls: 1.6573, loss: 1.6573, grad_norm: 4.6986 2021-01-30 18:36:54,294 - mmaction - INFO - Epoch [77][1420/3757] lr: 1.000e-03, eta: 12:08:12, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8008, loss_cls: 1.7555, loss: 1.7555, grad_norm: 4.7764 2021-01-30 18:37:00,514 - mmaction - INFO - Epoch [77][1440/3757] lr: 1.000e-03, eta: 12:08:01, time: 0.312, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.6490, loss: 1.6490, grad_norm: 4.5308 2021-01-30 18:37:06,435 - mmaction - INFO - Epoch [77][1460/3757] lr: 1.000e-03, eta: 12:07:50, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8008, loss_cls: 1.7247, loss: 1.7247, grad_norm: 4.7790 2021-01-30 18:37:12,190 - mmaction - INFO - Epoch [77][1480/3757] lr: 1.000e-03, eta: 12:07:39, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.6379, loss: 1.6379, grad_norm: 4.6068 2021-01-30 18:37:17,810 - mmaction - INFO - Epoch [77][1500/3757] lr: 1.000e-03, eta: 12:07:28, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8211, loss_cls: 1.6933, loss: 1.6933, grad_norm: 4.8106 2021-01-30 18:37:23,096 - mmaction - INFO - Epoch [77][1520/3757] lr: 1.000e-03, eta: 12:07:17, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8234, loss_cls: 1.5430, loss: 1.5430, grad_norm: 4.6025 2021-01-30 18:37:29,458 - mmaction - INFO - Epoch [77][1540/3757] lr: 1.000e-03, eta: 12:07:06, time: 0.318, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.7123, loss: 1.7123, grad_norm: 4.9538 2021-01-30 18:37:35,026 - mmaction - INFO - Epoch [77][1560/3757] lr: 1.000e-03, eta: 12:06:54, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8086, loss_cls: 1.7097, loss: 1.7097, grad_norm: 4.8040 2021-01-30 18:37:40,584 - mmaction - INFO - Epoch [77][1580/3757] lr: 1.000e-03, eta: 12:06:43, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7961, loss_cls: 1.7280, loss: 1.7280, grad_norm: 4.7226 2021-01-30 18:37:47,227 - mmaction - INFO - Epoch [77][1600/3757] lr: 1.000e-03, eta: 12:06:32, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8258, loss_cls: 1.6739, loss: 1.6739, grad_norm: 4.6286 2021-01-30 18:37:52,853 - mmaction - INFO - Epoch [77][1620/3757] lr: 1.000e-03, eta: 12:06:21, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8023, loss_cls: 1.7902, loss: 1.7902, grad_norm: 4.7510 2021-01-30 18:37:58,611 - mmaction - INFO - Epoch [77][1640/3757] lr: 1.000e-03, eta: 12:06:10, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8102, loss_cls: 1.6884, loss: 1.6884, grad_norm: 4.7528 2021-01-30 18:38:04,809 - mmaction - INFO - Epoch [77][1660/3757] lr: 1.000e-03, eta: 12:05:59, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8234, loss_cls: 1.6349, loss: 1.6349, grad_norm: 4.7223 2021-01-30 18:38:10,971 - mmaction - INFO - Epoch [77][1680/3757] lr: 1.000e-03, eta: 12:05:48, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7984, loss_cls: 1.7361, loss: 1.7361, grad_norm: 4.8702 2021-01-30 18:38:17,227 - mmaction - INFO - Epoch [77][1700/3757] lr: 1.000e-03, eta: 12:05:37, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5992, loss: 1.5992, grad_norm: 4.4954 2021-01-30 18:38:23,307 - mmaction - INFO - Epoch [77][1720/3757] lr: 1.000e-03, eta: 12:05:26, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8297, loss_cls: 1.6342, loss: 1.6342, grad_norm: 4.6558 2021-01-30 18:38:29,030 - mmaction - INFO - Epoch [77][1740/3757] lr: 1.000e-03, eta: 12:05:15, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8250, loss_cls: 1.6371, loss: 1.6371, grad_norm: 4.6689 2021-01-30 18:38:34,688 - mmaction - INFO - Epoch [77][1760/3757] lr: 1.000e-03, eta: 12:05:04, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8086, loss_cls: 1.7332, loss: 1.7332, grad_norm: 4.7325 2021-01-30 18:38:40,304 - mmaction - INFO - Epoch [77][1780/3757] lr: 1.000e-03, eta: 12:04:53, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8219, loss_cls: 1.5888, loss: 1.5888, grad_norm: 4.5644 2021-01-30 18:38:45,819 - mmaction - INFO - Epoch [77][1800/3757] lr: 1.000e-03, eta: 12:04:42, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8133, loss_cls: 1.6554, loss: 1.6554, grad_norm: 4.6424 2021-01-30 18:38:51,698 - mmaction - INFO - Epoch [77][1820/3757] lr: 1.000e-03, eta: 12:04:31, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8156, loss_cls: 1.6554, loss: 1.6554, grad_norm: 4.7037 2021-01-30 18:38:57,375 - mmaction - INFO - Epoch [77][1840/3757] lr: 1.000e-03, eta: 12:04:20, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8086, loss_cls: 1.6872, loss: 1.6872, grad_norm: 4.6388 2021-01-30 18:39:03,115 - mmaction - INFO - Epoch [77][1860/3757] lr: 1.000e-03, eta: 12:04:08, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.6974, loss: 1.6974, grad_norm: 4.7362 2021-01-30 18:39:09,391 - mmaction - INFO - Epoch [77][1880/3757] lr: 1.000e-03, eta: 12:03:58, time: 0.314, data_time: 0.004, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8102, loss_cls: 1.6876, loss: 1.6876, grad_norm: 4.6407 2021-01-30 18:39:15,528 - mmaction - INFO - Epoch [77][1900/3757] lr: 1.000e-03, eta: 12:03:47, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8094, loss_cls: 1.7394, loss: 1.7394, grad_norm: 4.8181 2021-01-30 18:39:21,231 - mmaction - INFO - Epoch [77][1920/3757] lr: 1.000e-03, eta: 12:03:35, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8180, loss_cls: 1.7233, loss: 1.7233, grad_norm: 4.8969 2021-01-30 18:39:27,181 - mmaction - INFO - Epoch [77][1940/3757] lr: 1.000e-03, eta: 12:03:24, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8273, loss_cls: 1.6294, loss: 1.6294, grad_norm: 4.6423 2021-01-30 18:39:33,330 - mmaction - INFO - Epoch [77][1960/3757] lr: 1.000e-03, eta: 12:03:13, time: 0.308, data_time: 0.004, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8133, loss_cls: 1.6585, loss: 1.6585, grad_norm: 4.6557 2021-01-30 18:39:38,767 - mmaction - INFO - Epoch [77][1980/3757] lr: 1.000e-03, eta: 12:03:02, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7891, loss_cls: 1.7948, loss: 1.7948, grad_norm: 4.7448 2021-01-30 18:39:44,564 - mmaction - INFO - Epoch [77][2000/3757] lr: 1.000e-03, eta: 12:02:51, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.7007, loss: 1.7007, grad_norm: 4.7045 2021-01-30 18:39:50,583 - mmaction - INFO - Epoch [77][2020/3757] lr: 1.000e-03, eta: 12:02:40, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8195, loss_cls: 1.5979, loss: 1.5979, grad_norm: 4.5079 2021-01-30 18:39:56,174 - mmaction - INFO - Epoch [77][2040/3757] lr: 1.000e-03, eta: 12:02:29, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.7387, loss: 1.7387, grad_norm: 4.7176 2021-01-30 18:40:02,500 - mmaction - INFO - Epoch [77][2060/3757] lr: 1.000e-03, eta: 12:02:18, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6441, loss: 1.6441, grad_norm: 4.6907 2021-01-30 18:40:08,224 - mmaction - INFO - Epoch [77][2080/3757] lr: 1.000e-03, eta: 12:02:07, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.6836, loss: 1.6836, grad_norm: 4.8167 2021-01-30 18:40:13,958 - mmaction - INFO - Epoch [77][2100/3757] lr: 1.000e-03, eta: 12:01:56, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8141, loss_cls: 1.6352, loss: 1.6352, grad_norm: 4.7502 2021-01-30 18:40:19,074 - mmaction - INFO - Epoch [77][2120/3757] lr: 1.000e-03, eta: 12:01:45, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8008, loss_cls: 1.7064, loss: 1.7064, grad_norm: 4.7045 2021-01-30 18:40:25,636 - mmaction - INFO - Epoch [77][2140/3757] lr: 1.000e-03, eta: 12:01:34, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.5921, loss: 1.5921, grad_norm: 4.6777 2021-01-30 18:40:31,175 - mmaction - INFO - Epoch [77][2160/3757] lr: 1.000e-03, eta: 12:01:23, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7953, loss_cls: 1.8023, loss: 1.8023, grad_norm: 4.8680 2021-01-30 18:40:36,512 - mmaction - INFO - Epoch [77][2180/3757] lr: 1.000e-03, eta: 12:01:11, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8117, loss_cls: 1.7326, loss: 1.7326, grad_norm: 4.8295 2021-01-30 18:40:42,040 - mmaction - INFO - Epoch [77][2200/3757] lr: 1.000e-03, eta: 12:01:00, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.6672, loss: 1.6672, grad_norm: 4.7035 2021-01-30 18:40:47,983 - mmaction - INFO - Epoch [77][2220/3757] lr: 1.000e-03, eta: 12:00:49, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7495, loss: 1.7495, grad_norm: 4.8133 2021-01-30 18:40:53,938 - mmaction - INFO - Epoch [77][2240/3757] lr: 1.000e-03, eta: 12:00:38, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7891, loss_cls: 1.7916, loss: 1.7916, grad_norm: 4.6079 2021-01-30 18:41:00,080 - mmaction - INFO - Epoch [77][2260/3757] lr: 1.000e-03, eta: 12:00:27, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8180, loss_cls: 1.6234, loss: 1.6234, grad_norm: 4.4972 2021-01-30 18:41:06,170 - mmaction - INFO - Epoch [77][2280/3757] lr: 1.000e-03, eta: 12:00:16, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8039, loss_cls: 1.6758, loss: 1.6758, grad_norm: 4.6117 2021-01-30 18:41:12,150 - mmaction - INFO - Epoch [77][2300/3757] lr: 1.000e-03, eta: 12:00:05, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5586, top5_acc: 0.8039, loss_cls: 1.7706, loss: 1.7706, grad_norm: 4.9043 2021-01-30 18:41:17,815 - mmaction - INFO - Epoch [77][2320/3757] lr: 1.000e-03, eta: 11:59:54, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8102, loss_cls: 1.6891, loss: 1.6891, grad_norm: 4.6427 2021-01-30 18:41:24,257 - mmaction - INFO - Epoch [77][2340/3757] lr: 1.000e-03, eta: 11:59:43, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8187, loss_cls: 1.6686, loss: 1.6686, grad_norm: 4.7547 2021-01-30 18:41:29,995 - mmaction - INFO - Epoch [77][2360/3757] lr: 1.000e-03, eta: 11:59:32, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.7616 2021-01-30 18:41:35,347 - mmaction - INFO - Epoch [77][2380/3757] lr: 1.000e-03, eta: 11:59:21, time: 0.268, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8164, loss_cls: 1.6923, loss: 1.6923, grad_norm: 4.6844 2021-01-30 18:41:40,735 - mmaction - INFO - Epoch [77][2400/3757] lr: 1.000e-03, eta: 11:59:10, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8242, loss_cls: 1.6999, loss: 1.6999, grad_norm: 4.8126 2021-01-30 18:41:47,017 - mmaction - INFO - Epoch [77][2420/3757] lr: 1.000e-03, eta: 11:58:59, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8094, loss_cls: 1.6875, loss: 1.6875, grad_norm: 4.7609 2021-01-30 18:41:52,295 - mmaction - INFO - Epoch [77][2440/3757] lr: 1.000e-03, eta: 11:58:48, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8039, loss_cls: 1.6774, loss: 1.6774, grad_norm: 4.8069 2021-01-30 18:41:57,845 - mmaction - INFO - Epoch [77][2460/3757] lr: 1.000e-03, eta: 11:58:37, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8195, loss_cls: 1.6156, loss: 1.6156, grad_norm: 4.6011 2021-01-30 18:42:03,351 - mmaction - INFO - Epoch [77][2480/3757] lr: 1.000e-03, eta: 11:58:25, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.6537, loss: 1.6537, grad_norm: 4.7406 2021-01-30 18:42:09,292 - mmaction - INFO - Epoch [77][2500/3757] lr: 1.000e-03, eta: 11:58:14, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8273, loss_cls: 1.6035, loss: 1.6035, grad_norm: 4.7110 2021-01-30 18:42:15,317 - mmaction - INFO - Epoch [77][2520/3757] lr: 1.000e-03, eta: 11:58:03, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8000, loss_cls: 1.7231, loss: 1.7231, grad_norm: 4.7144 2021-01-30 18:42:21,078 - mmaction - INFO - Epoch [77][2540/3757] lr: 1.000e-03, eta: 11:57:52, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8187, loss_cls: 1.6495, loss: 1.6495, grad_norm: 4.6439 2021-01-30 18:42:26,710 - mmaction - INFO - Epoch [77][2560/3757] lr: 1.000e-03, eta: 11:57:41, time: 0.281, data_time: 0.000, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8156, loss_cls: 1.6853, loss: 1.6853, grad_norm: 4.8101 2021-01-30 18:42:33,176 - mmaction - INFO - Epoch [77][2580/3757] lr: 1.000e-03, eta: 11:57:30, time: 0.324, data_time: 0.004, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8242, loss_cls: 1.6615, loss: 1.6615, grad_norm: 4.7935 2021-01-30 18:42:38,733 - mmaction - INFO - Epoch [77][2600/3757] lr: 1.000e-03, eta: 11:57:19, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.7480, loss: 1.7480, grad_norm: 4.7046 2021-01-30 18:42:44,733 - mmaction - INFO - Epoch [77][2620/3757] lr: 1.000e-03, eta: 11:57:08, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7961, loss_cls: 1.7563, loss: 1.7563, grad_norm: 4.7065 2021-01-30 18:42:50,552 - mmaction - INFO - Epoch [77][2640/3757] lr: 1.000e-03, eta: 11:56:57, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.7353, loss: 1.7353, grad_norm: 4.6961 2021-01-30 18:42:55,953 - mmaction - INFO - Epoch [77][2660/3757] lr: 1.000e-03, eta: 11:56:46, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8203, loss_cls: 1.6427, loss: 1.6427, grad_norm: 4.6393 2021-01-30 18:43:01,549 - mmaction - INFO - Epoch [77][2680/3757] lr: 1.000e-03, eta: 11:56:35, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7953, loss_cls: 1.7332, loss: 1.7332, grad_norm: 4.7824 2021-01-30 18:43:07,615 - mmaction - INFO - Epoch [77][2700/3757] lr: 1.000e-03, eta: 11:56:24, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.6821, loss: 1.6821, grad_norm: 4.6880 2021-01-30 18:43:14,076 - mmaction - INFO - Epoch [77][2720/3757] lr: 1.000e-03, eta: 11:56:13, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.6085, loss: 1.6085, grad_norm: 4.5835 2021-01-30 18:43:19,920 - mmaction - INFO - Epoch [77][2740/3757] lr: 1.000e-03, eta: 11:56:02, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.7752, loss: 1.7752, grad_norm: 4.8571 2021-01-30 18:43:25,313 - mmaction - INFO - Epoch [77][2760/3757] lr: 1.000e-03, eta: 11:55:51, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8203, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.6723 2021-01-30 18:43:31,081 - mmaction - INFO - Epoch [77][2780/3757] lr: 1.000e-03, eta: 11:55:40, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8109, loss_cls: 1.6834, loss: 1.6834, grad_norm: 4.5639 2021-01-30 18:43:37,111 - mmaction - INFO - Epoch [77][2800/3757] lr: 1.000e-03, eta: 11:55:29, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8055, loss_cls: 1.7285, loss: 1.7285, grad_norm: 4.5546 2021-01-30 18:43:42,919 - mmaction - INFO - Epoch [77][2820/3757] lr: 1.000e-03, eta: 11:55:18, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7906, loss_cls: 1.7955, loss: 1.7955, grad_norm: 4.8248 2021-01-30 18:43:49,039 - mmaction - INFO - Epoch [77][2840/3757] lr: 1.000e-03, eta: 11:55:07, time: 0.307, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8141, loss_cls: 1.7213, loss: 1.7213, grad_norm: 4.7626 2021-01-30 18:43:54,610 - mmaction - INFO - Epoch [77][2860/3757] lr: 1.000e-03, eta: 11:54:56, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.6041, loss: 1.6041, grad_norm: 4.5442 2021-01-30 18:44:01,363 - mmaction - INFO - Epoch [77][2880/3757] lr: 1.000e-03, eta: 11:54:45, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8047, loss_cls: 1.6960, loss: 1.6960, grad_norm: 4.6971 2021-01-30 18:44:06,460 - mmaction - INFO - Epoch [77][2900/3757] lr: 1.000e-03, eta: 11:54:34, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.6531, loss: 1.6531, grad_norm: 4.6400 2021-01-30 18:44:12,160 - mmaction - INFO - Epoch [77][2920/3757] lr: 1.000e-03, eta: 11:54:23, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8039, loss_cls: 1.7251, loss: 1.7251, grad_norm: 4.8273 2021-01-30 18:44:17,643 - mmaction - INFO - Epoch [77][2940/3757] lr: 1.000e-03, eta: 11:54:12, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8000, loss_cls: 1.7037, loss: 1.7037, grad_norm: 4.6738 2021-01-30 18:44:23,128 - mmaction - INFO - Epoch [77][2960/3757] lr: 1.000e-03, eta: 11:54:00, time: 0.274, data_time: 0.004, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.6473, loss: 1.6473, grad_norm: 4.6665 2021-01-30 18:44:29,051 - mmaction - INFO - Epoch [77][2980/3757] lr: 1.000e-03, eta: 11:53:49, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8031, loss_cls: 1.6805, loss: 1.6805, grad_norm: 4.7298 2021-01-30 18:44:34,794 - mmaction - INFO - Epoch [77][3000/3757] lr: 1.000e-03, eta: 11:53:38, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8133, loss_cls: 1.6786, loss: 1.6786, grad_norm: 4.6443 2021-01-30 18:44:40,783 - mmaction - INFO - Epoch [77][3020/3757] lr: 1.000e-03, eta: 11:53:27, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8070, loss_cls: 1.6996, loss: 1.6996, grad_norm: 4.6805 2021-01-30 18:44:47,491 - mmaction - INFO - Epoch [77][3040/3757] lr: 1.000e-03, eta: 11:53:17, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7898, loss_cls: 1.8136, loss: 1.8136, grad_norm: 4.8201 2021-01-30 18:44:54,159 - mmaction - INFO - Epoch [77][3060/3757] lr: 1.000e-03, eta: 11:53:06, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8117, loss_cls: 1.6288, loss: 1.6288, grad_norm: 4.6986 2021-01-30 18:44:59,628 - mmaction - INFO - Epoch [77][3080/3757] lr: 1.000e-03, eta: 11:52:55, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8016, loss_cls: 1.7399, loss: 1.7399, grad_norm: 4.8033 2021-01-30 18:45:05,631 - mmaction - INFO - Epoch [77][3100/3757] lr: 1.000e-03, eta: 11:52:44, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8219, loss_cls: 1.6401, loss: 1.6401, grad_norm: 4.6733 2021-01-30 18:45:11,549 - mmaction - INFO - Epoch [77][3120/3757] lr: 1.000e-03, eta: 11:52:33, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8242, loss_cls: 1.6116, loss: 1.6116, grad_norm: 4.7580 2021-01-30 18:45:17,149 - mmaction - INFO - Epoch [77][3140/3757] lr: 1.000e-03, eta: 11:52:22, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8063, loss_cls: 1.6794, loss: 1.6794, grad_norm: 4.7126 2021-01-30 18:45:23,030 - mmaction - INFO - Epoch [77][3160/3757] lr: 1.000e-03, eta: 11:52:11, time: 0.294, data_time: 0.005, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8195, loss_cls: 1.6789, loss: 1.6789, grad_norm: 4.7749 2021-01-30 18:45:28,577 - mmaction - INFO - Epoch [77][3180/3757] lr: 1.000e-03, eta: 11:51:59, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7945, loss_cls: 1.7581, loss: 1.7581, grad_norm: 4.7680 2021-01-30 18:45:34,801 - mmaction - INFO - Epoch [77][3200/3757] lr: 1.000e-03, eta: 11:51:49, time: 0.311, data_time: 0.005, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7239, loss: 1.7239, grad_norm: 4.5741 2021-01-30 18:45:40,760 - mmaction - INFO - Epoch [77][3220/3757] lr: 1.000e-03, eta: 11:51:38, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8102, loss_cls: 1.6773, loss: 1.6773, grad_norm: 4.5789 2021-01-30 18:45:46,365 - mmaction - INFO - Epoch [77][3240/3757] lr: 1.000e-03, eta: 11:51:26, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8117, loss_cls: 1.6920, loss: 1.6920, grad_norm: 4.6915 2021-01-30 18:45:52,136 - mmaction - INFO - Epoch [77][3260/3757] lr: 1.000e-03, eta: 11:51:15, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7945, loss_cls: 1.7725, loss: 1.7725, grad_norm: 4.7595 2021-01-30 18:45:58,471 - mmaction - INFO - Epoch [77][3280/3757] lr: 1.000e-03, eta: 11:51:05, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7992, loss_cls: 1.7693, loss: 1.7693, grad_norm: 4.7046 2021-01-30 18:46:04,134 - mmaction - INFO - Epoch [77][3300/3757] lr: 1.000e-03, eta: 11:50:54, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8008, loss_cls: 1.7170, loss: 1.7170, grad_norm: 4.6850 2021-01-30 18:46:10,092 - mmaction - INFO - Epoch [77][3320/3757] lr: 1.000e-03, eta: 11:50:43, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7246, loss: 1.7246, grad_norm: 4.6543 2021-01-30 18:46:15,998 - mmaction - INFO - Epoch [77][3340/3757] lr: 1.000e-03, eta: 11:50:32, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8148, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.7354 2021-01-30 18:46:22,010 - mmaction - INFO - Epoch [77][3360/3757] lr: 1.000e-03, eta: 11:50:21, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7898, loss_cls: 1.7995, loss: 1.7995, grad_norm: 4.7830 2021-01-30 18:46:27,679 - mmaction - INFO - Epoch [77][3380/3757] lr: 1.000e-03, eta: 11:50:09, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7683, loss: 1.7683, grad_norm: 4.6940 2021-01-30 18:46:34,225 - mmaction - INFO - Epoch [77][3400/3757] lr: 1.000e-03, eta: 11:49:59, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.6984, loss: 1.6984, grad_norm: 4.6261 2021-01-30 18:46:39,755 - mmaction - INFO - Epoch [77][3420/3757] lr: 1.000e-03, eta: 11:49:48, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8023, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.7915 2021-01-30 18:46:45,299 - mmaction - INFO - Epoch [77][3440/3757] lr: 1.000e-03, eta: 11:49:36, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7930, loss_cls: 1.8153, loss: 1.8153, grad_norm: 4.7322 2021-01-30 18:46:50,998 - mmaction - INFO - Epoch [77][3460/3757] lr: 1.000e-03, eta: 11:49:25, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8063, loss_cls: 1.7312, loss: 1.7312, grad_norm: 4.6436 2021-01-30 18:46:57,035 - mmaction - INFO - Epoch [77][3480/3757] lr: 1.000e-03, eta: 11:49:14, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8047, loss_cls: 1.7222, loss: 1.7222, grad_norm: 4.6681 2021-01-30 18:47:03,049 - mmaction - INFO - Epoch [77][3500/3757] lr: 1.000e-03, eta: 11:49:04, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.7776, loss: 1.7776, grad_norm: 4.6060 2021-01-30 18:47:08,791 - mmaction - INFO - Epoch [77][3520/3757] lr: 1.000e-03, eta: 11:48:52, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7922, loss_cls: 1.7586, loss: 1.7586, grad_norm: 4.6229 2021-01-30 18:47:14,594 - mmaction - INFO - Epoch [77][3540/3757] lr: 1.000e-03, eta: 11:48:41, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.7520, loss: 1.7520, grad_norm: 4.6768 2021-01-30 18:47:21,547 - mmaction - INFO - Epoch [77][3560/3757] lr: 1.000e-03, eta: 11:48:31, time: 0.348, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.6974, loss: 1.6974, grad_norm: 4.7424 2021-01-30 18:47:27,916 - mmaction - INFO - Epoch [77][3580/3757] lr: 1.000e-03, eta: 11:48:20, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8063, loss_cls: 1.6530, loss: 1.6530, grad_norm: 4.4753 2021-01-30 18:47:33,456 - mmaction - INFO - Epoch [77][3600/3757] lr: 1.000e-03, eta: 11:48:09, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8266, loss_cls: 1.6064, loss: 1.6064, grad_norm: 4.6257 2021-01-30 18:47:39,200 - mmaction - INFO - Epoch [77][3620/3757] lr: 1.000e-03, eta: 11:47:58, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.6529, loss: 1.6529, grad_norm: 4.6827 2021-01-30 18:47:45,071 - mmaction - INFO - Epoch [77][3640/3757] lr: 1.000e-03, eta: 11:47:47, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8211, loss_cls: 1.6631, loss: 1.6631, grad_norm: 4.7573 2021-01-30 18:47:51,548 - mmaction - INFO - Epoch [77][3660/3757] lr: 1.000e-03, eta: 11:47:36, time: 0.324, data_time: 0.004, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.6291, loss: 1.6291, grad_norm: 4.6493 2021-01-30 18:47:57,348 - mmaction - INFO - Epoch [77][3680/3757] lr: 1.000e-03, eta: 11:47:25, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.8055, loss_cls: 1.7540, loss: 1.7540, grad_norm: 4.7971 2021-01-30 18:48:03,175 - mmaction - INFO - Epoch [77][3700/3757] lr: 1.000e-03, eta: 11:47:14, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.6585, loss: 1.6585, grad_norm: 4.6125 2021-01-30 18:48:08,909 - mmaction - INFO - Epoch [77][3720/3757] lr: 1.000e-03, eta: 11:47:03, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8070, loss_cls: 1.6942, loss: 1.6942, grad_norm: 4.7142 2021-01-30 18:48:15,138 - mmaction - INFO - Epoch [77][3740/3757] lr: 1.000e-03, eta: 11:46:52, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7992, loss_cls: 1.7765, loss: 1.7765, grad_norm: 4.7664 2021-01-30 18:48:37,731 - mmaction - INFO - Saving checkpoint at 77 epochs 2021-01-30 19:00:17,177 - mmaction - INFO - Epoch [78][20/3757] lr: 1.000e-03, eta: 11:49:57, time: 34.948, data_time: 34.558, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8320, loss_cls: 1.6119, loss: 1.6119, grad_norm: 4.6301 2021-01-30 19:00:21,377 - mmaction - INFO - Epoch [78][40/3757] lr: 1.000e-03, eta: 11:49:46, time: 0.217, data_time: 0.010, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6232, loss: 1.6232, grad_norm: 4.6413 2021-01-30 19:00:25,503 - mmaction - INFO - Epoch [78][60/3757] lr: 1.000e-03, eta: 11:49:34, time: 0.206, data_time: 0.000, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8016, loss_cls: 1.7425, loss: 1.7425, grad_norm: 4.9030 2021-01-30 19:00:29,751 - mmaction - INFO - Epoch [78][80/3757] lr: 1.000e-03, eta: 11:49:23, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8406, loss_cls: 1.5506, loss: 1.5506, grad_norm: 4.6253 2021-01-30 19:00:33,895 - mmaction - INFO - Epoch [78][100/3757] lr: 1.000e-03, eta: 11:49:11, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8000, loss_cls: 1.7503, loss: 1.7503, grad_norm: 4.8076 2021-01-30 19:00:38,061 - mmaction - INFO - Epoch [78][120/3757] lr: 1.000e-03, eta: 11:48:59, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.7309, loss: 1.7309, grad_norm: 4.7190 2021-01-30 19:00:42,269 - mmaction - INFO - Epoch [78][140/3757] lr: 1.000e-03, eta: 11:48:48, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8195, loss_cls: 1.6474, loss: 1.6474, grad_norm: 4.7589 2021-01-30 19:00:46,374 - mmaction - INFO - Epoch [78][160/3757] lr: 1.000e-03, eta: 11:48:36, time: 0.205, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8266, loss_cls: 1.6037, loss: 1.6037, grad_norm: 4.5953 2021-01-30 19:00:50,619 - mmaction - INFO - Epoch [78][180/3757] lr: 1.000e-03, eta: 11:48:25, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.5750, loss: 1.5750, grad_norm: 4.5887 2021-01-30 19:00:54,747 - mmaction - INFO - Epoch [78][200/3757] lr: 1.000e-03, eta: 11:48:13, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8039, loss_cls: 1.6753, loss: 1.6753, grad_norm: 4.7687 2021-01-30 19:00:58,875 - mmaction - INFO - Epoch [78][220/3757] lr: 1.000e-03, eta: 11:48:02, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8055, loss_cls: 1.6996, loss: 1.6996, grad_norm: 4.7972 2021-01-30 19:01:03,086 - mmaction - INFO - Epoch [78][240/3757] lr: 1.000e-03, eta: 11:47:50, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6490, loss: 1.6490, grad_norm: 4.6458 2021-01-30 19:01:07,281 - mmaction - INFO - Epoch [78][260/3757] lr: 1.000e-03, eta: 11:47:39, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8266, loss_cls: 1.6779, loss: 1.6779, grad_norm: 4.8767 2021-01-30 19:01:11,540 - mmaction - INFO - Epoch [78][280/3757] lr: 1.000e-03, eta: 11:47:27, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5578, top5_acc: 0.7844, loss_cls: 1.8023, loss: 1.8023, grad_norm: 5.0048 2021-01-30 19:01:15,691 - mmaction - INFO - Epoch [78][300/3757] lr: 1.000e-03, eta: 11:47:16, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8211, loss_cls: 1.6236, loss: 1.6236, grad_norm: 4.6510 2021-01-30 19:01:20,081 - mmaction - INFO - Epoch [78][320/3757] lr: 1.000e-03, eta: 11:47:04, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8242, loss_cls: 1.7032, loss: 1.7032, grad_norm: 4.7728 2021-01-30 19:01:24,315 - mmaction - INFO - Epoch [78][340/3757] lr: 1.000e-03, eta: 11:46:53, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8305, loss_cls: 1.5590, loss: 1.5590, grad_norm: 4.5572 2021-01-30 19:01:28,452 - mmaction - INFO - Epoch [78][360/3757] lr: 1.000e-03, eta: 11:46:41, time: 0.207, data_time: 0.000, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6395, loss: 1.6395, grad_norm: 4.8370 2021-01-30 19:01:32,919 - mmaction - INFO - Epoch [78][380/3757] lr: 1.000e-03, eta: 11:46:29, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.6742, loss: 1.6742, grad_norm: 4.8050 2021-01-30 19:01:37,228 - mmaction - INFO - Epoch [78][400/3757] lr: 1.000e-03, eta: 11:46:18, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8148, loss_cls: 1.7109, loss: 1.7109, grad_norm: 4.7197 2021-01-30 19:01:41,572 - mmaction - INFO - Epoch [78][420/3757] lr: 1.000e-03, eta: 11:46:06, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8133, loss_cls: 1.6741, loss: 1.6741, grad_norm: 4.6665 2021-01-30 19:01:46,474 - mmaction - INFO - Epoch [78][440/3757] lr: 1.000e-03, eta: 11:45:55, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8078, loss_cls: 1.7252, loss: 1.7252, grad_norm: 4.8051 2021-01-30 19:01:50,900 - mmaction - INFO - Epoch [78][460/3757] lr: 1.000e-03, eta: 11:45:44, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.5888, loss: 1.5888, grad_norm: 4.6790 2021-01-30 19:01:55,402 - mmaction - INFO - Epoch [78][480/3757] lr: 1.000e-03, eta: 11:45:32, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.7336 2021-01-30 19:02:00,190 - mmaction - INFO - Epoch [78][500/3757] lr: 1.000e-03, eta: 11:45:21, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8156, loss_cls: 1.7029, loss: 1.7029, grad_norm: 4.8020 2021-01-30 19:02:04,649 - mmaction - INFO - Epoch [78][520/3757] lr: 1.000e-03, eta: 11:45:09, time: 0.224, data_time: 0.004, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8023, loss_cls: 1.7154, loss: 1.7154, grad_norm: 4.7236 2021-01-30 19:02:09,364 - mmaction - INFO - Epoch [78][540/3757] lr: 1.000e-03, eta: 11:44:58, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7969, loss_cls: 1.7245, loss: 1.7245, grad_norm: 4.6727 2021-01-30 19:02:13,978 - mmaction - INFO - Epoch [78][560/3757] lr: 1.000e-03, eta: 11:44:47, time: 0.230, data_time: 0.000, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.8031, loss: 1.8031, grad_norm: 4.7092 2021-01-30 19:02:19,098 - mmaction - INFO - Epoch [78][580/3757] lr: 1.000e-03, eta: 11:44:35, time: 0.256, data_time: 0.003, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8078, loss_cls: 1.7128, loss: 1.7128, grad_norm: 4.7560 2021-01-30 19:02:24,194 - mmaction - INFO - Epoch [78][600/3757] lr: 1.000e-03, eta: 11:44:24, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.6814, loss: 1.6814, grad_norm: 4.7487 2021-01-30 19:02:29,263 - mmaction - INFO - Epoch [78][620/3757] lr: 1.000e-03, eta: 11:44:13, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8242, loss_cls: 1.6285, loss: 1.6285, grad_norm: 4.6193 2021-01-30 19:02:34,392 - mmaction - INFO - Epoch [78][640/3757] lr: 1.000e-03, eta: 11:44:02, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8078, loss_cls: 1.6590, loss: 1.6590, grad_norm: 4.8783 2021-01-30 19:02:39,441 - mmaction - INFO - Epoch [78][660/3757] lr: 1.000e-03, eta: 11:43:50, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8172, loss_cls: 1.6853, loss: 1.6853, grad_norm: 4.7253 2021-01-30 19:02:44,455 - mmaction - INFO - Epoch [78][680/3757] lr: 1.000e-03, eta: 11:43:39, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8258, loss_cls: 1.6630, loss: 1.6630, grad_norm: 4.7219 2021-01-30 19:02:49,734 - mmaction - INFO - Epoch [78][700/3757] lr: 1.000e-03, eta: 11:43:28, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8047, loss_cls: 1.6716, loss: 1.6716, grad_norm: 4.7893 2021-01-30 19:02:55,263 - mmaction - INFO - Epoch [78][720/3757] lr: 1.000e-03, eta: 11:43:17, time: 0.276, data_time: 0.000, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.7885, loss: 1.7885, grad_norm: 4.9321 2021-01-30 19:03:00,923 - mmaction - INFO - Epoch [78][740/3757] lr: 1.000e-03, eta: 11:43:06, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8125, loss_cls: 1.6882, loss: 1.6882, grad_norm: 4.7148 2021-01-30 19:03:06,152 - mmaction - INFO - Epoch [78][760/3757] lr: 1.000e-03, eta: 11:42:54, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8133, loss_cls: 1.7182, loss: 1.7182, grad_norm: 4.7231 2021-01-30 19:03:11,603 - mmaction - INFO - Epoch [78][780/3757] lr: 1.000e-03, eta: 11:42:43, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7922, loss_cls: 1.7988, loss: 1.7988, grad_norm: 4.8591 2021-01-30 19:03:16,973 - mmaction - INFO - Epoch [78][800/3757] lr: 1.000e-03, eta: 11:42:32, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8273, loss_cls: 1.6449, loss: 1.6449, grad_norm: 4.5703 2021-01-30 19:03:22,642 - mmaction - INFO - Epoch [78][820/3757] lr: 1.000e-03, eta: 11:42:21, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8203, loss_cls: 1.5910, loss: 1.5910, grad_norm: 4.4232 2021-01-30 19:03:28,041 - mmaction - INFO - Epoch [78][840/3757] lr: 1.000e-03, eta: 11:42:10, time: 0.270, data_time: 0.003, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8109, loss_cls: 1.7555, loss: 1.7555, grad_norm: 4.8418 2021-01-30 19:03:33,560 - mmaction - INFO - Epoch [78][860/3757] lr: 1.000e-03, eta: 11:41:59, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.6393, loss: 1.6393, grad_norm: 4.6208 2021-01-30 19:03:38,959 - mmaction - INFO - Epoch [78][880/3757] lr: 1.000e-03, eta: 11:41:48, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8117, loss_cls: 1.6914, loss: 1.6914, grad_norm: 4.6779 2021-01-30 19:03:44,741 - mmaction - INFO - Epoch [78][900/3757] lr: 1.000e-03, eta: 11:41:37, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8016, loss_cls: 1.7025, loss: 1.7025, grad_norm: 4.6512 2021-01-30 19:03:50,378 - mmaction - INFO - Epoch [78][920/3757] lr: 1.000e-03, eta: 11:41:26, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8211, loss_cls: 1.7086, loss: 1.7086, grad_norm: 4.8517 2021-01-30 19:03:55,535 - mmaction - INFO - Epoch [78][940/3757] lr: 1.000e-03, eta: 11:41:14, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6712, loss: 1.6712, grad_norm: 4.6790 2021-01-30 19:04:01,356 - mmaction - INFO - Epoch [78][960/3757] lr: 1.000e-03, eta: 11:41:03, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8258, loss_cls: 1.6017, loss: 1.6017, grad_norm: 4.5783 2021-01-30 19:04:06,605 - mmaction - INFO - Epoch [78][980/3757] lr: 1.000e-03, eta: 11:40:52, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.7532, loss: 1.7532, grad_norm: 4.7812 2021-01-30 19:04:12,026 - mmaction - INFO - Epoch [78][1000/3757] lr: 1.000e-03, eta: 11:40:41, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8055, loss_cls: 1.7309, loss: 1.7309, grad_norm: 4.6355 2021-01-30 19:04:17,196 - mmaction - INFO - Epoch [78][1020/3757] lr: 1.000e-03, eta: 11:40:30, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.6638, loss: 1.6638, grad_norm: 4.7153 2021-01-30 19:04:23,676 - mmaction - INFO - Epoch [78][1040/3757] lr: 1.000e-03, eta: 11:40:19, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7875, loss_cls: 1.7652, loss: 1.7652, grad_norm: 4.7729 2021-01-30 19:04:29,693 - mmaction - INFO - Epoch [78][1060/3757] lr: 1.000e-03, eta: 11:40:08, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8102, loss_cls: 1.7190, loss: 1.7190, grad_norm: 4.7080 2021-01-30 19:04:35,298 - mmaction - INFO - Epoch [78][1080/3757] lr: 1.000e-03, eta: 11:39:57, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8141, loss_cls: 1.7180, loss: 1.7180, grad_norm: 4.6907 2021-01-30 19:04:41,239 - mmaction - INFO - Epoch [78][1100/3757] lr: 1.000e-03, eta: 11:39:46, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8102, loss_cls: 1.6612, loss: 1.6612, grad_norm: 4.6133 2021-01-30 19:04:47,143 - mmaction - INFO - Epoch [78][1120/3757] lr: 1.000e-03, eta: 11:39:35, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8180, loss_cls: 1.6550, loss: 1.6550, grad_norm: 4.6300 2021-01-30 19:04:52,863 - mmaction - INFO - Epoch [78][1140/3757] lr: 1.000e-03, eta: 11:39:24, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8180, loss_cls: 1.6259, loss: 1.6259, grad_norm: 4.6346 2021-01-30 19:04:58,567 - mmaction - INFO - Epoch [78][1160/3757] lr: 1.000e-03, eta: 11:39:13, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8094, loss_cls: 1.6548, loss: 1.6548, grad_norm: 4.7030 2021-01-30 19:05:04,033 - mmaction - INFO - Epoch [78][1180/3757] lr: 1.000e-03, eta: 11:39:02, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8039, loss_cls: 1.6980, loss: 1.6980, grad_norm: 4.7039 2021-01-30 19:05:09,970 - mmaction - INFO - Epoch [78][1200/3757] lr: 1.000e-03, eta: 11:38:51, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.6665, loss: 1.6665, grad_norm: 4.6321 2021-01-30 19:05:15,194 - mmaction - INFO - Epoch [78][1220/3757] lr: 1.000e-03, eta: 11:38:39, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8234, loss_cls: 1.6534, loss: 1.6534, grad_norm: 4.7335 2021-01-30 19:05:21,376 - mmaction - INFO - Epoch [78][1240/3757] lr: 1.000e-03, eta: 11:38:28, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8227, loss_cls: 1.6681, loss: 1.6681, grad_norm: 4.6860 2021-01-30 19:05:27,012 - mmaction - INFO - Epoch [78][1260/3757] lr: 1.000e-03, eta: 11:38:17, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8281, loss_cls: 1.6338, loss: 1.6338, grad_norm: 4.6262 2021-01-30 19:05:32,982 - mmaction - INFO - Epoch [78][1280/3757] lr: 1.000e-03, eta: 11:38:06, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8320, loss_cls: 1.5861, loss: 1.5861, grad_norm: 4.7134 2021-01-30 19:05:38,235 - mmaction - INFO - Epoch [78][1300/3757] lr: 1.000e-03, eta: 11:37:55, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8234, loss_cls: 1.6385, loss: 1.6385, grad_norm: 4.7410 2021-01-30 19:05:43,757 - mmaction - INFO - Epoch [78][1320/3757] lr: 1.000e-03, eta: 11:37:44, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.6960, loss: 1.6960, grad_norm: 4.7678 2021-01-30 19:05:50,150 - mmaction - INFO - Epoch [78][1340/3757] lr: 1.000e-03, eta: 11:37:33, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7867, loss_cls: 1.7737, loss: 1.7737, grad_norm: 4.7637 2021-01-30 19:05:55,505 - mmaction - INFO - Epoch [78][1360/3757] lr: 1.000e-03, eta: 11:37:22, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8102, loss_cls: 1.6868, loss: 1.6868, grad_norm: 4.6293 2021-01-30 19:06:00,854 - mmaction - INFO - Epoch [78][1380/3757] lr: 1.000e-03, eta: 11:37:11, time: 0.268, data_time: 0.003, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.7105, loss: 1.7105, grad_norm: 4.7292 2021-01-30 19:06:06,847 - mmaction - INFO - Epoch [78][1400/3757] lr: 1.000e-03, eta: 11:37:00, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.7093, loss: 1.7093, grad_norm: 4.6619 2021-01-30 19:06:12,901 - mmaction - INFO - Epoch [78][1420/3757] lr: 1.000e-03, eta: 11:36:49, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8172, loss_cls: 1.7023, loss: 1.7023, grad_norm: 4.7820 2021-01-30 19:06:18,254 - mmaction - INFO - Epoch [78][1440/3757] lr: 1.000e-03, eta: 11:36:38, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8242, loss_cls: 1.6624, loss: 1.6624, grad_norm: 4.6613 2021-01-30 19:06:24,421 - mmaction - INFO - Epoch [78][1460/3757] lr: 1.000e-03, eta: 11:36:27, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8211, loss_cls: 1.6310, loss: 1.6310, grad_norm: 4.6758 2021-01-30 19:06:30,042 - mmaction - INFO - Epoch [78][1480/3757] lr: 1.000e-03, eta: 11:36:16, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8008, loss_cls: 1.7383, loss: 1.7383, grad_norm: 4.7367 2021-01-30 19:06:35,781 - mmaction - INFO - Epoch [78][1500/3757] lr: 1.000e-03, eta: 11:36:05, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8187, loss_cls: 1.6360, loss: 1.6360, grad_norm: 4.7239 2021-01-30 19:06:41,229 - mmaction - INFO - Epoch [78][1520/3757] lr: 1.000e-03, eta: 11:35:54, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8172, loss_cls: 1.6947, loss: 1.6947, grad_norm: 4.7241 2021-01-30 19:06:47,250 - mmaction - INFO - Epoch [78][1540/3757] lr: 1.000e-03, eta: 11:35:43, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8187, loss_cls: 1.6633, loss: 1.6633, grad_norm: 4.5996 2021-01-30 19:06:53,917 - mmaction - INFO - Epoch [78][1560/3757] lr: 1.000e-03, eta: 11:35:32, time: 0.333, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7992, loss_cls: 1.7348, loss: 1.7348, grad_norm: 4.7137 2021-01-30 19:06:59,770 - mmaction - INFO - Epoch [78][1580/3757] lr: 1.000e-03, eta: 11:35:21, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7918, loss: 1.7918, grad_norm: 4.7080 2021-01-30 19:07:05,336 - mmaction - INFO - Epoch [78][1600/3757] lr: 1.000e-03, eta: 11:35:10, time: 0.279, data_time: 0.006, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6513, loss: 1.6513, grad_norm: 4.5130 2021-01-30 19:07:10,836 - mmaction - INFO - Epoch [78][1620/3757] lr: 1.000e-03, eta: 11:34:59, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8203, loss_cls: 1.6873, loss: 1.6873, grad_norm: 4.6470 2021-01-30 19:07:16,273 - mmaction - INFO - Epoch [78][1640/3757] lr: 1.000e-03, eta: 11:34:48, time: 0.272, data_time: 0.004, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.7857 2021-01-30 19:07:22,256 - mmaction - INFO - Epoch [78][1660/3757] lr: 1.000e-03, eta: 11:34:37, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8344, loss_cls: 1.5739, loss: 1.5739, grad_norm: 4.6107 2021-01-30 19:07:27,517 - mmaction - INFO - Epoch [78][1680/3757] lr: 1.000e-03, eta: 11:34:26, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.6272, loss: 1.6272, grad_norm: 4.7775 2021-01-30 19:07:33,288 - mmaction - INFO - Epoch [78][1700/3757] lr: 1.000e-03, eta: 11:34:15, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8109, loss_cls: 1.6236, loss: 1.6236, grad_norm: 4.6583 2021-01-30 19:07:39,110 - mmaction - INFO - Epoch [78][1720/3757] lr: 1.000e-03, eta: 11:34:04, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8117, loss_cls: 1.6718, loss: 1.6718, grad_norm: 4.7004 2021-01-30 19:07:44,512 - mmaction - INFO - Epoch [78][1740/3757] lr: 1.000e-03, eta: 11:33:53, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8023, loss_cls: 1.7078, loss: 1.7078, grad_norm: 4.8317 2021-01-30 19:07:50,250 - mmaction - INFO - Epoch [78][1760/3757] lr: 1.000e-03, eta: 11:33:41, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5666, loss: 1.5666, grad_norm: 4.5558 2021-01-30 19:07:56,144 - mmaction - INFO - Epoch [78][1780/3757] lr: 1.000e-03, eta: 11:33:31, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8102, loss_cls: 1.7395, loss: 1.7395, grad_norm: 4.7368 2021-01-30 19:08:02,938 - mmaction - INFO - Epoch [78][1800/3757] lr: 1.000e-03, eta: 11:33:20, time: 0.339, data_time: 0.002, memory: 3385, top1_acc: 0.5570, top5_acc: 0.7984, loss_cls: 1.7941, loss: 1.7941, grad_norm: 4.8953 2021-01-30 19:08:08,837 - mmaction - INFO - Epoch [78][1820/3757] lr: 1.000e-03, eta: 11:33:09, time: 0.295, data_time: 0.004, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8227, loss_cls: 1.6413, loss: 1.6413, grad_norm: 4.5421 2021-01-30 19:08:15,171 - mmaction - INFO - Epoch [78][1840/3757] lr: 1.000e-03, eta: 11:32:58, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6604, loss: 1.6604, grad_norm: 4.7947 2021-01-30 19:08:20,718 - mmaction - INFO - Epoch [78][1860/3757] lr: 1.000e-03, eta: 11:32:47, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7836, loss_cls: 1.7957, loss: 1.7957, grad_norm: 4.8272 2021-01-30 19:08:27,704 - mmaction - INFO - Epoch [78][1880/3757] lr: 1.000e-03, eta: 11:32:36, time: 0.349, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8117, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.7626 2021-01-30 19:08:34,008 - mmaction - INFO - Epoch [78][1900/3757] lr: 1.000e-03, eta: 11:32:25, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8383, loss_cls: 1.5964, loss: 1.5964, grad_norm: 4.5925 2021-01-30 19:08:40,275 - mmaction - INFO - Epoch [78][1920/3757] lr: 1.000e-03, eta: 11:32:15, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8000, loss_cls: 1.7412, loss: 1.7412, grad_norm: 4.6490 2021-01-30 19:08:45,512 - mmaction - INFO - Epoch [78][1940/3757] lr: 1.000e-03, eta: 11:32:03, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.5783, loss: 1.5783, grad_norm: 4.5708 2021-01-30 19:08:51,372 - mmaction - INFO - Epoch [78][1960/3757] lr: 1.000e-03, eta: 11:31:52, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8320, loss_cls: 1.5931, loss: 1.5931, grad_norm: 4.5693 2021-01-30 19:08:56,829 - mmaction - INFO - Epoch [78][1980/3757] lr: 1.000e-03, eta: 11:31:41, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.6692, loss: 1.6692, grad_norm: 4.7595 2021-01-30 19:09:03,529 - mmaction - INFO - Epoch [78][2000/3757] lr: 1.000e-03, eta: 11:31:31, time: 0.335, data_time: 0.003, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.6324, loss: 1.6324, grad_norm: 4.7511 2021-01-30 19:09:09,554 - mmaction - INFO - Epoch [78][2020/3757] lr: 1.000e-03, eta: 11:31:20, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8125, loss_cls: 1.6833, loss: 1.6833, grad_norm: 4.7217 2021-01-30 19:09:15,544 - mmaction - INFO - Epoch [78][2040/3757] lr: 1.000e-03, eta: 11:31:09, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7930, loss_cls: 1.7451, loss: 1.7451, grad_norm: 4.8572 2021-01-30 19:09:21,492 - mmaction - INFO - Epoch [78][2060/3757] lr: 1.000e-03, eta: 11:30:58, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.7386, loss: 1.7386, grad_norm: 4.7816 2021-01-30 19:09:27,599 - mmaction - INFO - Epoch [78][2080/3757] lr: 1.000e-03, eta: 11:30:47, time: 0.305, data_time: 0.000, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8172, loss_cls: 1.6896, loss: 1.6896, grad_norm: 4.6823 2021-01-30 19:09:32,967 - mmaction - INFO - Epoch [78][2100/3757] lr: 1.000e-03, eta: 11:30:36, time: 0.269, data_time: 0.004, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7961, loss_cls: 1.7410, loss: 1.7410, grad_norm: 4.8082 2021-01-30 19:09:38,109 - mmaction - INFO - Epoch [78][2120/3757] lr: 1.000e-03, eta: 11:30:24, time: 0.257, data_time: 0.000, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7922, loss_cls: 1.7681, loss: 1.7681, grad_norm: 4.7862 2021-01-30 19:09:44,201 - mmaction - INFO - Epoch [78][2140/3757] lr: 1.000e-03, eta: 11:30:14, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6711, loss: 1.6711, grad_norm: 4.7668 2021-01-30 19:09:49,053 - mmaction - INFO - Epoch [78][2160/3757] lr: 1.000e-03, eta: 11:30:02, time: 0.243, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7930, loss_cls: 1.7775, loss: 1.7775, grad_norm: 4.7255 2021-01-30 19:09:55,065 - mmaction - INFO - Epoch [78][2180/3757] lr: 1.000e-03, eta: 11:29:51, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8313, loss_cls: 1.6475, loss: 1.6475, grad_norm: 4.7860 2021-01-30 19:10:00,949 - mmaction - INFO - Epoch [78][2200/3757] lr: 1.000e-03, eta: 11:29:40, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8203, loss_cls: 1.6540, loss: 1.6540, grad_norm: 4.6745 2021-01-30 19:10:07,216 - mmaction - INFO - Epoch [78][2220/3757] lr: 1.000e-03, eta: 11:29:30, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8078, loss_cls: 1.7312, loss: 1.7312, grad_norm: 4.7016 2021-01-30 19:10:12,771 - mmaction - INFO - Epoch [78][2240/3757] lr: 1.000e-03, eta: 11:29:18, time: 0.278, data_time: 0.000, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8141, loss_cls: 1.6315, loss: 1.6315, grad_norm: 4.5960 2021-01-30 19:10:18,754 - mmaction - INFO - Epoch [78][2260/3757] lr: 1.000e-03, eta: 11:29:08, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8094, loss_cls: 1.7173, loss: 1.7173, grad_norm: 4.7685 2021-01-30 19:10:24,657 - mmaction - INFO - Epoch [78][2280/3757] lr: 1.000e-03, eta: 11:28:57, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8063, loss_cls: 1.7346, loss: 1.7346, grad_norm: 4.7538 2021-01-30 19:10:30,404 - mmaction - INFO - Epoch [78][2300/3757] lr: 1.000e-03, eta: 11:28:46, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8406, loss_cls: 1.5850, loss: 1.5850, grad_norm: 4.6046 2021-01-30 19:10:36,776 - mmaction - INFO - Epoch [78][2320/3757] lr: 1.000e-03, eta: 11:28:35, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8031, loss_cls: 1.6986, loss: 1.6986, grad_norm: 4.7403 2021-01-30 19:10:42,786 - mmaction - INFO - Epoch [78][2340/3757] lr: 1.000e-03, eta: 11:28:24, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8164, loss_cls: 1.6083, loss: 1.6083, grad_norm: 4.6031 2021-01-30 19:10:48,528 - mmaction - INFO - Epoch [78][2360/3757] lr: 1.000e-03, eta: 11:28:13, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8148, loss_cls: 1.6606, loss: 1.6606, grad_norm: 4.8139 2021-01-30 19:10:54,324 - mmaction - INFO - Epoch [78][2380/3757] lr: 1.000e-03, eta: 11:28:02, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8055, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.8680 2021-01-30 19:11:00,269 - mmaction - INFO - Epoch [78][2400/3757] lr: 1.000e-03, eta: 11:27:51, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8203, loss_cls: 1.6375, loss: 1.6375, grad_norm: 4.8491 2021-01-30 19:11:05,691 - mmaction - INFO - Epoch [78][2420/3757] lr: 1.000e-03, eta: 11:27:40, time: 0.271, data_time: 0.004, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8164, loss_cls: 1.6303, loss: 1.6303, grad_norm: 4.6892 2021-01-30 19:11:11,773 - mmaction - INFO - Epoch [78][2440/3757] lr: 1.000e-03, eta: 11:27:29, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8234, loss_cls: 1.6466, loss: 1.6466, grad_norm: 4.6486 2021-01-30 19:11:17,800 - mmaction - INFO - Epoch [78][2460/3757] lr: 1.000e-03, eta: 11:27:18, time: 0.301, data_time: 0.004, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8133, loss_cls: 1.7035, loss: 1.7035, grad_norm: 4.8150 2021-01-30 19:11:24,013 - mmaction - INFO - Epoch [78][2480/3757] lr: 1.000e-03, eta: 11:27:07, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.6739, loss: 1.6739, grad_norm: 4.6948 2021-01-30 19:11:29,822 - mmaction - INFO - Epoch [78][2500/3757] lr: 1.000e-03, eta: 11:26:56, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7587, loss: 1.7587, grad_norm: 4.7566 2021-01-30 19:11:36,184 - mmaction - INFO - Epoch [78][2520/3757] lr: 1.000e-03, eta: 11:26:45, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8180, loss_cls: 1.6651, loss: 1.6651, grad_norm: 4.7326 2021-01-30 19:11:41,853 - mmaction - INFO - Epoch [78][2540/3757] lr: 1.000e-03, eta: 11:26:34, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7128, loss: 1.7128, grad_norm: 4.6436 2021-01-30 19:11:47,634 - mmaction - INFO - Epoch [78][2560/3757] lr: 1.000e-03, eta: 11:26:23, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.7086, loss: 1.7086, grad_norm: 4.7634 2021-01-30 19:11:53,749 - mmaction - INFO - Epoch [78][2580/3757] lr: 1.000e-03, eta: 11:26:12, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8133, loss_cls: 1.6657, loss: 1.6657, grad_norm: 4.6857 2021-01-30 19:11:59,810 - mmaction - INFO - Epoch [78][2600/3757] lr: 1.000e-03, eta: 11:26:02, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8008, loss_cls: 1.7070, loss: 1.7070, grad_norm: 4.6394 2021-01-30 19:12:05,248 - mmaction - INFO - Epoch [78][2620/3757] lr: 1.000e-03, eta: 11:25:50, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8219, loss_cls: 1.7131, loss: 1.7131, grad_norm: 4.7918 2021-01-30 19:12:11,219 - mmaction - INFO - Epoch [78][2640/3757] lr: 1.000e-03, eta: 11:25:40, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8148, loss_cls: 1.6681, loss: 1.6681, grad_norm: 4.7466 2021-01-30 19:12:17,308 - mmaction - INFO - Epoch [78][2660/3757] lr: 1.000e-03, eta: 11:25:29, time: 0.304, data_time: 0.005, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.6602, loss: 1.6602, grad_norm: 4.7613 2021-01-30 19:12:23,363 - mmaction - INFO - Epoch [78][2680/3757] lr: 1.000e-03, eta: 11:25:18, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8430, loss_cls: 1.5567, loss: 1.5567, grad_norm: 4.6918 2021-01-30 19:12:29,299 - mmaction - INFO - Epoch [78][2700/3757] lr: 1.000e-03, eta: 11:25:07, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8055, loss_cls: 1.6699, loss: 1.6699, grad_norm: 4.6925 2021-01-30 19:12:35,260 - mmaction - INFO - Epoch [78][2720/3757] lr: 1.000e-03, eta: 11:24:56, time: 0.297, data_time: 0.000, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8117, loss_cls: 1.6610, loss: 1.6610, grad_norm: 4.7857 2021-01-30 19:12:41,041 - mmaction - INFO - Epoch [78][2740/3757] lr: 1.000e-03, eta: 11:24:45, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.5900, loss: 1.5900, grad_norm: 4.5632 2021-01-30 19:12:46,844 - mmaction - INFO - Epoch [78][2760/3757] lr: 1.000e-03, eta: 11:24:34, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.6911, loss: 1.6911, grad_norm: 4.7587 2021-01-30 19:12:52,855 - mmaction - INFO - Epoch [78][2780/3757] lr: 1.000e-03, eta: 11:24:23, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8258, loss_cls: 1.6067, loss: 1.6067, grad_norm: 4.6393 2021-01-30 19:12:58,790 - mmaction - INFO - Epoch [78][2800/3757] lr: 1.000e-03, eta: 11:24:12, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8227, loss_cls: 1.6465, loss: 1.6465, grad_norm: 4.7145 2021-01-30 19:13:04,863 - mmaction - INFO - Epoch [78][2820/3757] lr: 1.000e-03, eta: 11:24:01, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.7173, loss: 1.7173, grad_norm: 4.7430 2021-01-30 19:13:11,473 - mmaction - INFO - Epoch [78][2840/3757] lr: 1.000e-03, eta: 11:23:50, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8344, loss_cls: 1.6007, loss: 1.6007, grad_norm: 4.5440 2021-01-30 19:13:17,127 - mmaction - INFO - Epoch [78][2860/3757] lr: 1.000e-03, eta: 11:23:39, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7875, loss_cls: 1.7970, loss: 1.7970, grad_norm: 4.8943 2021-01-30 19:13:23,402 - mmaction - INFO - Epoch [78][2880/3757] lr: 1.000e-03, eta: 11:23:29, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8094, loss_cls: 1.7728, loss: 1.7728, grad_norm: 4.6870 2021-01-30 19:13:28,568 - mmaction - INFO - Epoch [78][2900/3757] lr: 1.000e-03, eta: 11:23:17, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8195, loss_cls: 1.6485, loss: 1.6485, grad_norm: 4.5721 2021-01-30 19:13:34,480 - mmaction - INFO - Epoch [78][2920/3757] lr: 1.000e-03, eta: 11:23:07, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7208, loss: 1.7208, grad_norm: 4.6975 2021-01-30 19:13:40,602 - mmaction - INFO - Epoch [78][2940/3757] lr: 1.000e-03, eta: 11:22:56, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7611, loss: 1.7611, grad_norm: 4.6941 2021-01-30 19:13:46,714 - mmaction - INFO - Epoch [78][2960/3757] lr: 1.000e-03, eta: 11:22:45, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.7176, loss: 1.7176, grad_norm: 4.6360 2021-01-30 19:13:52,775 - mmaction - INFO - Epoch [78][2980/3757] lr: 1.000e-03, eta: 11:22:34, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8125, loss_cls: 1.6863, loss: 1.6863, grad_norm: 4.6166 2021-01-30 19:13:58,735 - mmaction - INFO - Epoch [78][3000/3757] lr: 1.000e-03, eta: 11:22:23, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8141, loss_cls: 1.6558, loss: 1.6558, grad_norm: 4.7300 2021-01-30 19:14:04,575 - mmaction - INFO - Epoch [78][3020/3757] lr: 1.000e-03, eta: 11:22:12, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8305, loss_cls: 1.5708, loss: 1.5708, grad_norm: 4.6845 2021-01-30 19:14:10,905 - mmaction - INFO - Epoch [78][3040/3757] lr: 1.000e-03, eta: 11:22:01, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6728, loss: 1.6728, grad_norm: 4.7872 2021-01-30 19:14:16,682 - mmaction - INFO - Epoch [78][3060/3757] lr: 1.000e-03, eta: 11:21:50, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8000, loss_cls: 1.7302, loss: 1.7302, grad_norm: 4.8377 2021-01-30 19:14:22,150 - mmaction - INFO - Epoch [78][3080/3757] lr: 1.000e-03, eta: 11:21:39, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8156, loss_cls: 1.6692, loss: 1.6692, grad_norm: 4.6455 2021-01-30 19:14:27,942 - mmaction - INFO - Epoch [78][3100/3757] lr: 1.000e-03, eta: 11:21:28, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8242, loss_cls: 1.6233, loss: 1.6233, grad_norm: 4.7610 2021-01-30 19:14:33,859 - mmaction - INFO - Epoch [78][3120/3757] lr: 1.000e-03, eta: 11:21:17, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7977, loss_cls: 1.7937, loss: 1.7937, grad_norm: 4.8713 2021-01-30 19:14:39,457 - mmaction - INFO - Epoch [78][3140/3757] lr: 1.000e-03, eta: 11:21:06, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8266, loss_cls: 1.6082, loss: 1.6082, grad_norm: 4.5245 2021-01-30 19:14:45,213 - mmaction - INFO - Epoch [78][3160/3757] lr: 1.000e-03, eta: 11:20:55, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7992, loss_cls: 1.7877, loss: 1.7877, grad_norm: 4.8627 2021-01-30 19:14:51,250 - mmaction - INFO - Epoch [78][3180/3757] lr: 1.000e-03, eta: 11:20:44, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8102, loss_cls: 1.6584, loss: 1.6584, grad_norm: 4.6889 2021-01-30 19:14:57,799 - mmaction - INFO - Epoch [78][3200/3757] lr: 1.000e-03, eta: 11:20:34, time: 0.328, data_time: 0.004, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8063, loss_cls: 1.7334, loss: 1.7334, grad_norm: 4.8328 2021-01-30 19:15:03,872 - mmaction - INFO - Epoch [78][3220/3757] lr: 1.000e-03, eta: 11:20:23, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6446, loss: 1.6446, grad_norm: 4.7464 2021-01-30 19:15:09,713 - mmaction - INFO - Epoch [78][3240/3757] lr: 1.000e-03, eta: 11:20:12, time: 0.291, data_time: 0.000, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8102, loss_cls: 1.6757, loss: 1.6757, grad_norm: 4.7680 2021-01-30 19:15:15,303 - mmaction - INFO - Epoch [78][3260/3757] lr: 1.000e-03, eta: 11:20:01, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8250, loss_cls: 1.6391, loss: 1.6391, grad_norm: 4.6704 2021-01-30 19:15:21,006 - mmaction - INFO - Epoch [78][3280/3757] lr: 1.000e-03, eta: 11:19:50, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8156, loss_cls: 1.7333, loss: 1.7333, grad_norm: 4.8353 2021-01-30 19:15:27,295 - mmaction - INFO - Epoch [78][3300/3757] lr: 1.000e-03, eta: 11:19:39, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8273, loss_cls: 1.6452, loss: 1.6452, grad_norm: 4.7109 2021-01-30 19:15:32,894 - mmaction - INFO - Epoch [78][3320/3757] lr: 1.000e-03, eta: 11:19:28, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8234, loss_cls: 1.6572, loss: 1.6572, grad_norm: 4.7578 2021-01-30 19:15:38,621 - mmaction - INFO - Epoch [78][3340/3757] lr: 1.000e-03, eta: 11:19:17, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.8023, loss_cls: 1.7655, loss: 1.7655, grad_norm: 4.8265 2021-01-30 19:15:44,074 - mmaction - INFO - Epoch [78][3360/3757] lr: 1.000e-03, eta: 11:19:06, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.6622, loss: 1.6622, grad_norm: 4.7223 2021-01-30 19:15:50,428 - mmaction - INFO - Epoch [78][3380/3757] lr: 1.000e-03, eta: 11:18:55, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8156, loss_cls: 1.6947, loss: 1.6947, grad_norm: 4.6476 2021-01-30 19:15:56,302 - mmaction - INFO - Epoch [78][3400/3757] lr: 1.000e-03, eta: 11:18:44, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8234, loss_cls: 1.6823, loss: 1.6823, grad_norm: 4.6677 2021-01-30 19:16:01,762 - mmaction - INFO - Epoch [78][3420/3757] lr: 1.000e-03, eta: 11:18:33, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8094, loss_cls: 1.7368, loss: 1.7368, grad_norm: 4.7160 2021-01-30 19:16:08,002 - mmaction - INFO - Epoch [78][3440/3757] lr: 1.000e-03, eta: 11:18:22, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6150, loss: 1.6150, grad_norm: 4.5740 2021-01-30 19:16:13,843 - mmaction - INFO - Epoch [78][3460/3757] lr: 1.000e-03, eta: 11:18:11, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.7069, loss: 1.7069, grad_norm: 4.7916 2021-01-30 19:16:19,766 - mmaction - INFO - Epoch [78][3480/3757] lr: 1.000e-03, eta: 11:18:01, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8008, loss_cls: 1.7174, loss: 1.7174, grad_norm: 4.7253 2021-01-30 19:16:25,255 - mmaction - INFO - Epoch [78][3500/3757] lr: 1.000e-03, eta: 11:17:50, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8094, loss_cls: 1.6574, loss: 1.6574, grad_norm: 4.7309 2021-01-30 19:16:31,273 - mmaction - INFO - Epoch [78][3520/3757] lr: 1.000e-03, eta: 11:17:39, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8141, loss_cls: 1.6901, loss: 1.6901, grad_norm: 4.7167 2021-01-30 19:16:37,285 - mmaction - INFO - Epoch [78][3540/3757] lr: 1.000e-03, eta: 11:17:28, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8109, loss_cls: 1.7133, loss: 1.7133, grad_norm: 4.8620 2021-01-30 19:16:43,528 - mmaction - INFO - Epoch [78][3560/3757] lr: 1.000e-03, eta: 11:17:17, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8008, loss_cls: 1.7273, loss: 1.7273, grad_norm: 4.6504 2021-01-30 19:16:49,413 - mmaction - INFO - Epoch [78][3580/3757] lr: 1.000e-03, eta: 11:17:06, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.6881, loss: 1.6881, grad_norm: 4.6978 2021-01-30 19:16:54,870 - mmaction - INFO - Epoch [78][3600/3757] lr: 1.000e-03, eta: 11:16:55, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8234, loss_cls: 1.6959, loss: 1.6959, grad_norm: 4.7468 2021-01-30 19:17:00,559 - mmaction - INFO - Epoch [78][3620/3757] lr: 1.000e-03, eta: 11:16:44, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8023, loss_cls: 1.6880, loss: 1.6880, grad_norm: 4.6961 2021-01-30 19:17:06,245 - mmaction - INFO - Epoch [78][3640/3757] lr: 1.000e-03, eta: 11:16:33, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8125, loss_cls: 1.6911, loss: 1.6911, grad_norm: 4.7692 2021-01-30 19:17:12,093 - mmaction - INFO - Epoch [78][3660/3757] lr: 1.000e-03, eta: 11:16:22, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8187, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.7314 2021-01-30 19:17:18,106 - mmaction - INFO - Epoch [78][3680/3757] lr: 1.000e-03, eta: 11:16:11, time: 0.301, data_time: 0.004, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.5963, loss: 1.5963, grad_norm: 4.4746 2021-01-30 19:17:23,918 - mmaction - INFO - Epoch [78][3700/3757] lr: 1.000e-03, eta: 11:16:00, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7922, loss_cls: 1.8038, loss: 1.8038, grad_norm: 4.7681 2021-01-30 19:17:29,482 - mmaction - INFO - Epoch [78][3720/3757] lr: 1.000e-03, eta: 11:15:49, time: 0.279, data_time: 0.004, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8313, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.6067 2021-01-30 19:17:36,022 - mmaction - INFO - Epoch [78][3740/3757] lr: 1.000e-03, eta: 11:15:39, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8039, loss_cls: 1.7129, loss: 1.7129, grad_norm: 4.6285 2021-01-30 19:17:56,695 - mmaction - INFO - Saving checkpoint at 78 epochs 2021-01-30 19:29:11,899 - mmaction - INFO - Epoch [79][20/3757] lr: 1.000e-03, eta: 11:18:25, time: 33.729, data_time: 33.185, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8102, loss_cls: 1.7288, loss: 1.7288, grad_norm: 4.5516 2021-01-30 19:29:16,095 - mmaction - INFO - Epoch [79][40/3757] lr: 1.000e-03, eta: 11:18:14, time: 0.233, data_time: 0.025, memory: 3385, top1_acc: 0.6320, top5_acc: 0.8398, loss_cls: 1.5778, loss: 1.5778, grad_norm: 4.6007 2021-01-30 19:29:20,199 - mmaction - INFO - Epoch [79][60/3757] lr: 1.000e-03, eta: 11:18:03, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8008, loss_cls: 1.6661, loss: 1.6661, grad_norm: 4.6730 2021-01-30 19:29:24,430 - mmaction - INFO - Epoch [79][80/3757] lr: 1.000e-03, eta: 11:17:51, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8227, loss_cls: 1.6085, loss: 1.6085, grad_norm: 4.6419 2021-01-30 19:29:28,733 - mmaction - INFO - Epoch [79][100/3757] lr: 1.000e-03, eta: 11:17:40, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8203, loss_cls: 1.6457, loss: 1.6457, grad_norm: 4.7229 2021-01-30 19:29:33,036 - mmaction - INFO - Epoch [79][120/3757] lr: 1.000e-03, eta: 11:17:28, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.6643, loss: 1.6643, grad_norm: 4.6084 2021-01-30 19:29:37,229 - mmaction - INFO - Epoch [79][140/3757] lr: 1.000e-03, eta: 11:17:17, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8063, loss_cls: 1.7616, loss: 1.7616, grad_norm: 4.8111 2021-01-30 19:29:41,367 - mmaction - INFO - Epoch [79][160/3757] lr: 1.000e-03, eta: 11:17:06, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.6433, loss: 1.6433, grad_norm: 4.7097 2021-01-30 19:29:45,629 - mmaction - INFO - Epoch [79][180/3757] lr: 1.000e-03, eta: 11:16:54, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.7633, loss: 1.7633, grad_norm: 4.7876 2021-01-30 19:29:49,815 - mmaction - INFO - Epoch [79][200/3757] lr: 1.000e-03, eta: 11:16:43, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8242, loss_cls: 1.6240, loss: 1.6240, grad_norm: 4.6849 2021-01-30 19:29:54,064 - mmaction - INFO - Epoch [79][220/3757] lr: 1.000e-03, eta: 11:16:31, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.8013, loss: 1.8013, grad_norm: 4.8329 2021-01-30 19:29:58,187 - mmaction - INFO - Epoch [79][240/3757] lr: 1.000e-03, eta: 11:16:20, time: 0.206, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.6726, loss: 1.6726, grad_norm: 4.6713 2021-01-30 19:30:02,604 - mmaction - INFO - Epoch [79][260/3757] lr: 1.000e-03, eta: 11:16:08, time: 0.221, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7554, loss: 1.7554, grad_norm: 4.9007 2021-01-30 19:30:06,726 - mmaction - INFO - Epoch [79][280/3757] lr: 1.000e-03, eta: 11:15:57, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8234, loss_cls: 1.6998, loss: 1.6998, grad_norm: 4.7713 2021-01-30 19:30:11,044 - mmaction - INFO - Epoch [79][300/3757] lr: 1.000e-03, eta: 11:15:46, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8211, loss_cls: 1.6115, loss: 1.6115, grad_norm: 4.5169 2021-01-30 19:30:15,401 - mmaction - INFO - Epoch [79][320/3757] lr: 1.000e-03, eta: 11:15:34, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6528, loss: 1.6528, grad_norm: 4.6266 2021-01-30 19:30:19,695 - mmaction - INFO - Epoch [79][340/3757] lr: 1.000e-03, eta: 11:15:23, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.8148, loss_cls: 1.6849, loss: 1.6849, grad_norm: 4.7947 2021-01-30 19:30:24,145 - mmaction - INFO - Epoch [79][360/3757] lr: 1.000e-03, eta: 11:15:11, time: 0.222, data_time: 0.000, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8266, loss_cls: 1.6363, loss: 1.6363, grad_norm: 4.5707 2021-01-30 19:30:28,506 - mmaction - INFO - Epoch [79][380/3757] lr: 1.000e-03, eta: 11:15:00, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6443, loss: 1.6443, grad_norm: 4.6237 2021-01-30 19:30:32,947 - mmaction - INFO - Epoch [79][400/3757] lr: 1.000e-03, eta: 11:14:49, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.6463, loss: 1.6463, grad_norm: 4.6321 2021-01-30 19:30:37,286 - mmaction - INFO - Epoch [79][420/3757] lr: 1.000e-03, eta: 11:14:37, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8227, loss_cls: 1.6467, loss: 1.6467, grad_norm: 4.6830 2021-01-30 19:30:41,780 - mmaction - INFO - Epoch [79][440/3757] lr: 1.000e-03, eta: 11:14:26, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8250, loss_cls: 1.6405, loss: 1.6405, grad_norm: 4.6891 2021-01-30 19:30:46,492 - mmaction - INFO - Epoch [79][460/3757] lr: 1.000e-03, eta: 11:14:15, time: 0.236, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7906, loss_cls: 1.7609, loss: 1.7609, grad_norm: 4.8280 2021-01-30 19:30:50,966 - mmaction - INFO - Epoch [79][480/3757] lr: 1.000e-03, eta: 11:14:03, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.6361, loss: 1.6361, grad_norm: 4.5843 2021-01-30 19:30:55,699 - mmaction - INFO - Epoch [79][500/3757] lr: 1.000e-03, eta: 11:13:52, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.7014, loss: 1.7014, grad_norm: 4.8005 2021-01-30 19:31:00,866 - mmaction - INFO - Epoch [79][520/3757] lr: 1.000e-03, eta: 11:13:41, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8266, loss_cls: 1.6306, loss: 1.6306, grad_norm: 4.6142 2021-01-30 19:31:06,007 - mmaction - INFO - Epoch [79][540/3757] lr: 1.000e-03, eta: 11:13:30, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.6877, loss: 1.6877, grad_norm: 4.7050 2021-01-30 19:31:10,932 - mmaction - INFO - Epoch [79][560/3757] lr: 1.000e-03, eta: 11:13:19, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8133, loss_cls: 1.7394, loss: 1.7394, grad_norm: 4.7041 2021-01-30 19:31:16,068 - mmaction - INFO - Epoch [79][580/3757] lr: 1.000e-03, eta: 11:13:07, time: 0.257, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.6589, loss: 1.6589, grad_norm: 4.6867 2021-01-30 19:31:20,739 - mmaction - INFO - Epoch [79][600/3757] lr: 1.000e-03, eta: 11:12:56, time: 0.234, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8133, loss_cls: 1.5849, loss: 1.5849, grad_norm: 4.6011 2021-01-30 19:31:25,597 - mmaction - INFO - Epoch [79][620/3757] lr: 1.000e-03, eta: 11:12:45, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8141, loss_cls: 1.6813, loss: 1.6813, grad_norm: 4.6926 2021-01-30 19:31:30,519 - mmaction - INFO - Epoch [79][640/3757] lr: 1.000e-03, eta: 11:12:34, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8320, loss_cls: 1.5947, loss: 1.5947, grad_norm: 4.6983 2021-01-30 19:31:35,815 - mmaction - INFO - Epoch [79][660/3757] lr: 1.000e-03, eta: 11:12:23, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.5686, loss: 1.5686, grad_norm: 4.6435 2021-01-30 19:31:41,139 - mmaction - INFO - Epoch [79][680/3757] lr: 1.000e-03, eta: 11:12:11, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8063, loss_cls: 1.6789, loss: 1.6789, grad_norm: 4.7339 2021-01-30 19:31:46,486 - mmaction - INFO - Epoch [79][700/3757] lr: 1.000e-03, eta: 11:12:00, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8125, loss_cls: 1.6953, loss: 1.6953, grad_norm: 4.7782 2021-01-30 19:31:52,078 - mmaction - INFO - Epoch [79][720/3757] lr: 1.000e-03, eta: 11:11:49, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8141, loss_cls: 1.7708, loss: 1.7708, grad_norm: 4.8411 2021-01-30 19:31:58,156 - mmaction - INFO - Epoch [79][740/3757] lr: 1.000e-03, eta: 11:11:38, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.6869, loss: 1.6869, grad_norm: 4.7362 2021-01-30 19:32:03,471 - mmaction - INFO - Epoch [79][760/3757] lr: 1.000e-03, eta: 11:11:27, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8078, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.8494 2021-01-30 19:32:09,185 - mmaction - INFO - Epoch [79][780/3757] lr: 1.000e-03, eta: 11:11:16, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.6863, loss: 1.6863, grad_norm: 4.7672 2021-01-30 19:32:14,722 - mmaction - INFO - Epoch [79][800/3757] lr: 1.000e-03, eta: 11:11:05, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8289, loss_cls: 1.5775, loss: 1.5775, grad_norm: 4.6638 2021-01-30 19:32:19,770 - mmaction - INFO - Epoch [79][820/3757] lr: 1.000e-03, eta: 11:10:54, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.5695, top5_acc: 0.8016, loss_cls: 1.7720, loss: 1.7720, grad_norm: 4.7789 2021-01-30 19:32:25,260 - mmaction - INFO - Epoch [79][840/3757] lr: 1.000e-03, eta: 11:10:43, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8078, loss_cls: 1.7019, loss: 1.7019, grad_norm: 4.7035 2021-01-30 19:32:30,751 - mmaction - INFO - Epoch [79][860/3757] lr: 1.000e-03, eta: 11:10:32, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.6843, loss: 1.6843, grad_norm: 4.6368 2021-01-30 19:32:36,300 - mmaction - INFO - Epoch [79][880/3757] lr: 1.000e-03, eta: 11:10:21, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8195, loss_cls: 1.6800, loss: 1.6800, grad_norm: 4.7142 2021-01-30 19:32:42,212 - mmaction - INFO - Epoch [79][900/3757] lr: 1.000e-03, eta: 11:10:10, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8031, loss_cls: 1.6453, loss: 1.6453, grad_norm: 4.5469 2021-01-30 19:32:47,801 - mmaction - INFO - Epoch [79][920/3757] lr: 1.000e-03, eta: 11:09:59, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8039, loss_cls: 1.7093, loss: 1.7093, grad_norm: 4.7407 2021-01-30 19:32:53,633 - mmaction - INFO - Epoch [79][940/3757] lr: 1.000e-03, eta: 11:09:48, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8203, loss_cls: 1.6353, loss: 1.6353, grad_norm: 4.7164 2021-01-30 19:32:59,364 - mmaction - INFO - Epoch [79][960/3757] lr: 1.000e-03, eta: 11:09:37, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.7229, loss: 1.7229, grad_norm: 4.8198 2021-01-30 19:33:05,562 - mmaction - INFO - Epoch [79][980/3757] lr: 1.000e-03, eta: 11:09:26, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8187, loss_cls: 1.6119, loss: 1.6119, grad_norm: 4.5811 2021-01-30 19:33:11,282 - mmaction - INFO - Epoch [79][1000/3757] lr: 1.000e-03, eta: 11:09:15, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8133, loss_cls: 1.6429, loss: 1.6429, grad_norm: 4.7352 2021-01-30 19:33:17,642 - mmaction - INFO - Epoch [79][1020/3757] lr: 1.000e-03, eta: 11:09:04, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.5765, loss: 1.5765, grad_norm: 4.5763 2021-01-30 19:33:23,272 - mmaction - INFO - Epoch [79][1040/3757] lr: 1.000e-03, eta: 11:08:53, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.7292, loss: 1.7292, grad_norm: 4.8167 2021-01-30 19:33:28,504 - mmaction - INFO - Epoch [79][1060/3757] lr: 1.000e-03, eta: 11:08:42, time: 0.262, data_time: 0.003, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8281, loss_cls: 1.5943, loss: 1.5943, grad_norm: 4.6473 2021-01-30 19:33:33,961 - mmaction - INFO - Epoch [79][1080/3757] lr: 1.000e-03, eta: 11:08:31, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8187, loss_cls: 1.7101, loss: 1.7101, grad_norm: 4.7745 2021-01-30 19:33:40,221 - mmaction - INFO - Epoch [79][1100/3757] lr: 1.000e-03, eta: 11:08:20, time: 0.313, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8156, loss_cls: 1.6826, loss: 1.6826, grad_norm: 4.7557 2021-01-30 19:33:45,794 - mmaction - INFO - Epoch [79][1120/3757] lr: 1.000e-03, eta: 11:08:09, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8141, loss_cls: 1.6954, loss: 1.6954, grad_norm: 4.8669 2021-01-30 19:33:51,346 - mmaction - INFO - Epoch [79][1140/3757] lr: 1.000e-03, eta: 11:07:58, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.5620, loss: 1.5620, grad_norm: 4.6487 2021-01-30 19:33:57,011 - mmaction - INFO - Epoch [79][1160/3757] lr: 1.000e-03, eta: 11:07:47, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8148, loss_cls: 1.6426, loss: 1.6426, grad_norm: 4.6112 2021-01-30 19:34:02,819 - mmaction - INFO - Epoch [79][1180/3757] lr: 1.000e-03, eta: 11:07:37, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8250, loss_cls: 1.6515, loss: 1.6515, grad_norm: 4.8278 2021-01-30 19:34:09,062 - mmaction - INFO - Epoch [79][1200/3757] lr: 1.000e-03, eta: 11:07:26, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.6447, loss: 1.6447, grad_norm: 4.6615 2021-01-30 19:34:15,299 - mmaction - INFO - Epoch [79][1220/3757] lr: 1.000e-03, eta: 11:07:15, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.6062, loss: 1.6062, grad_norm: 4.6646 2021-01-30 19:34:21,465 - mmaction - INFO - Epoch [79][1240/3757] lr: 1.000e-03, eta: 11:07:04, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7906, loss_cls: 1.7826, loss: 1.7826, grad_norm: 4.8483 2021-01-30 19:34:27,506 - mmaction - INFO - Epoch [79][1260/3757] lr: 1.000e-03, eta: 11:06:53, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8039, loss_cls: 1.6705, loss: 1.6705, grad_norm: 4.5823 2021-01-30 19:34:33,058 - mmaction - INFO - Epoch [79][1280/3757] lr: 1.000e-03, eta: 11:06:42, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7961, loss_cls: 1.7795, loss: 1.7795, grad_norm: 4.7794 2021-01-30 19:34:38,809 - mmaction - INFO - Epoch [79][1300/3757] lr: 1.000e-03, eta: 11:06:31, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8180, loss_cls: 1.7365, loss: 1.7365, grad_norm: 4.7540 2021-01-30 19:34:44,734 - mmaction - INFO - Epoch [79][1320/3757] lr: 1.000e-03, eta: 11:06:20, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8133, loss_cls: 1.7239, loss: 1.7239, grad_norm: 4.8060 2021-01-30 19:34:50,969 - mmaction - INFO - Epoch [79][1340/3757] lr: 1.000e-03, eta: 11:06:09, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7519, loss: 1.7519, grad_norm: 4.8468 2021-01-30 19:34:56,813 - mmaction - INFO - Epoch [79][1360/3757] lr: 1.000e-03, eta: 11:05:58, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8148, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.6594 2021-01-30 19:35:02,194 - mmaction - INFO - Epoch [79][1380/3757] lr: 1.000e-03, eta: 11:05:47, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8008, loss_cls: 1.6971, loss: 1.6971, grad_norm: 4.7249 2021-01-30 19:35:08,236 - mmaction - INFO - Epoch [79][1400/3757] lr: 1.000e-03, eta: 11:05:37, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.6424, loss: 1.6424, grad_norm: 4.6898 2021-01-30 19:35:14,044 - mmaction - INFO - Epoch [79][1420/3757] lr: 1.000e-03, eta: 11:05:26, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8187, loss_cls: 1.6690, loss: 1.6690, grad_norm: 4.7456 2021-01-30 19:35:20,537 - mmaction - INFO - Epoch [79][1440/3757] lr: 1.000e-03, eta: 11:05:15, time: 0.325, data_time: 0.004, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8156, loss_cls: 1.6824, loss: 1.6824, grad_norm: 4.7106 2021-01-30 19:35:25,959 - mmaction - INFO - Epoch [79][1460/3757] lr: 1.000e-03, eta: 11:05:04, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8078, loss_cls: 1.6724, loss: 1.6724, grad_norm: 4.6524 2021-01-30 19:35:32,216 - mmaction - INFO - Epoch [79][1480/3757] lr: 1.000e-03, eta: 11:04:53, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8250, loss_cls: 1.6581, loss: 1.6581, grad_norm: 4.7407 2021-01-30 19:35:38,509 - mmaction - INFO - Epoch [79][1500/3757] lr: 1.000e-03, eta: 11:04:42, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6364, loss: 1.6364, grad_norm: 4.5737 2021-01-30 19:35:43,789 - mmaction - INFO - Epoch [79][1520/3757] lr: 1.000e-03, eta: 11:04:31, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8289, loss_cls: 1.5936, loss: 1.5936, grad_norm: 4.5515 2021-01-30 19:35:49,383 - mmaction - INFO - Epoch [79][1540/3757] lr: 1.000e-03, eta: 11:04:20, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8273, loss_cls: 1.6018, loss: 1.6018, grad_norm: 4.6695 2021-01-30 19:35:54,787 - mmaction - INFO - Epoch [79][1560/3757] lr: 1.000e-03, eta: 11:04:09, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8070, loss_cls: 1.6757, loss: 1.6757, grad_norm: 4.6738 2021-01-30 19:36:00,178 - mmaction - INFO - Epoch [79][1580/3757] lr: 1.000e-03, eta: 11:03:58, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8133, loss_cls: 1.6830, loss: 1.6830, grad_norm: 4.7469 2021-01-30 19:36:06,116 - mmaction - INFO - Epoch [79][1600/3757] lr: 1.000e-03, eta: 11:03:47, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8172, loss_cls: 1.6120, loss: 1.6120, grad_norm: 4.5332 2021-01-30 19:36:12,733 - mmaction - INFO - Epoch [79][1620/3757] lr: 1.000e-03, eta: 11:03:36, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8195, loss_cls: 1.6978, loss: 1.6978, grad_norm: 4.7845 2021-01-30 19:36:18,358 - mmaction - INFO - Epoch [79][1640/3757] lr: 1.000e-03, eta: 11:03:25, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5680, top5_acc: 0.7945, loss_cls: 1.8272, loss: 1.8272, grad_norm: 4.8113 2021-01-30 19:36:24,288 - mmaction - INFO - Epoch [79][1660/3757] lr: 1.000e-03, eta: 11:03:15, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.6748, loss: 1.6748, grad_norm: 4.6071 2021-01-30 19:36:30,418 - mmaction - INFO - Epoch [79][1680/3757] lr: 1.000e-03, eta: 11:03:04, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.7044 2021-01-30 19:36:36,585 - mmaction - INFO - Epoch [79][1700/3757] lr: 1.000e-03, eta: 11:02:53, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8281, loss_cls: 1.6469, loss: 1.6469, grad_norm: 4.6062 2021-01-30 19:36:42,134 - mmaction - INFO - Epoch [79][1720/3757] lr: 1.000e-03, eta: 11:02:42, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5641, top5_acc: 0.7930, loss_cls: 1.8032, loss: 1.8032, grad_norm: 4.8296 2021-01-30 19:36:48,921 - mmaction - INFO - Epoch [79][1740/3757] lr: 1.000e-03, eta: 11:02:31, time: 0.339, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7295, loss: 1.7295, grad_norm: 4.7709 2021-01-30 19:36:54,612 - mmaction - INFO - Epoch [79][1760/3757] lr: 1.000e-03, eta: 11:02:20, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8148, loss_cls: 1.6612, loss: 1.6612, grad_norm: 4.8085 2021-01-30 19:37:00,172 - mmaction - INFO - Epoch [79][1780/3757] lr: 1.000e-03, eta: 11:02:09, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8203, loss_cls: 1.6123, loss: 1.6123, grad_norm: 4.7971 2021-01-30 19:37:06,557 - mmaction - INFO - Epoch [79][1800/3757] lr: 1.000e-03, eta: 11:01:58, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7205, loss: 1.7205, grad_norm: 4.8060 2021-01-30 19:37:13,377 - mmaction - INFO - Epoch [79][1820/3757] lr: 1.000e-03, eta: 11:01:48, time: 0.343, data_time: 0.005, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8258, loss_cls: 1.6697, loss: 1.6697, grad_norm: 4.7707 2021-01-30 19:37:19,121 - mmaction - INFO - Epoch [79][1840/3757] lr: 1.000e-03, eta: 11:01:37, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8195, loss_cls: 1.6833, loss: 1.6833, grad_norm: 4.7215 2021-01-30 19:37:24,854 - mmaction - INFO - Epoch [79][1860/3757] lr: 1.000e-03, eta: 11:01:26, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7914, loss_cls: 1.7313, loss: 1.7313, grad_norm: 4.7567 2021-01-30 19:37:30,523 - mmaction - INFO - Epoch [79][1880/3757] lr: 1.000e-03, eta: 11:01:15, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6665, loss: 1.6665, grad_norm: 4.6757 2021-01-30 19:37:37,078 - mmaction - INFO - Epoch [79][1900/3757] lr: 1.000e-03, eta: 11:01:04, time: 0.328, data_time: 0.005, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.6551, loss: 1.6551, grad_norm: 4.7754 2021-01-30 19:37:43,176 - mmaction - INFO - Epoch [79][1920/3757] lr: 1.000e-03, eta: 11:00:53, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6924, loss: 1.6924, grad_norm: 4.8438 2021-01-30 19:37:49,126 - mmaction - INFO - Epoch [79][1940/3757] lr: 1.000e-03, eta: 11:00:43, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8180, loss_cls: 1.6446, loss: 1.6446, grad_norm: 4.7346 2021-01-30 19:37:55,252 - mmaction - INFO - Epoch [79][1960/3757] lr: 1.000e-03, eta: 11:00:32, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8328, loss_cls: 1.6160, loss: 1.6160, grad_norm: 4.8017 2021-01-30 19:38:00,975 - mmaction - INFO - Epoch [79][1980/3757] lr: 1.000e-03, eta: 11:00:21, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8156, loss_cls: 1.6291, loss: 1.6291, grad_norm: 4.8097 2021-01-30 19:38:07,363 - mmaction - INFO - Epoch [79][2000/3757] lr: 1.000e-03, eta: 11:00:10, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8086, loss_cls: 1.6905, loss: 1.6905, grad_norm: 4.7641 2021-01-30 19:38:12,701 - mmaction - INFO - Epoch [79][2020/3757] lr: 1.000e-03, eta: 10:59:59, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.6649, loss: 1.6649, grad_norm: 4.6211 2021-01-30 19:38:19,337 - mmaction - INFO - Epoch [79][2040/3757] lr: 1.000e-03, eta: 10:59:48, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7852, loss_cls: 1.7803, loss: 1.7803, grad_norm: 4.7031 2021-01-30 19:38:24,506 - mmaction - INFO - Epoch [79][2060/3757] lr: 1.000e-03, eta: 10:59:37, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8242, loss_cls: 1.6520, loss: 1.6520, grad_norm: 4.5226 2021-01-30 19:38:30,103 - mmaction - INFO - Epoch [79][2080/3757] lr: 1.000e-03, eta: 10:59:26, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6555, loss: 1.6555, grad_norm: 4.6532 2021-01-30 19:38:35,720 - mmaction - INFO - Epoch [79][2100/3757] lr: 1.000e-03, eta: 10:59:15, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6004, loss: 1.6004, grad_norm: 4.5915 2021-01-30 19:38:41,303 - mmaction - INFO - Epoch [79][2120/3757] lr: 1.000e-03, eta: 10:59:04, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8086, loss_cls: 1.6977, loss: 1.6977, grad_norm: 4.6897 2021-01-30 19:38:47,256 - mmaction - INFO - Epoch [79][2140/3757] lr: 1.000e-03, eta: 10:58:53, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7101, loss: 1.7101, grad_norm: 4.7565 2021-01-30 19:38:53,600 - mmaction - INFO - Epoch [79][2160/3757] lr: 1.000e-03, eta: 10:58:43, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8148, loss_cls: 1.6368, loss: 1.6368, grad_norm: 4.6232 2021-01-30 19:38:59,774 - mmaction - INFO - Epoch [79][2180/3757] lr: 1.000e-03, eta: 10:58:32, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8320, loss_cls: 1.6070, loss: 1.6070, grad_norm: 4.7643 2021-01-30 19:39:05,647 - mmaction - INFO - Epoch [79][2200/3757] lr: 1.000e-03, eta: 10:58:21, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7241, loss: 1.7241, grad_norm: 4.6500 2021-01-30 19:39:12,021 - mmaction - INFO - Epoch [79][2220/3757] lr: 1.000e-03, eta: 10:58:10, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8195, loss_cls: 1.6683, loss: 1.6683, grad_norm: 4.8213 2021-01-30 19:39:17,590 - mmaction - INFO - Epoch [79][2240/3757] lr: 1.000e-03, eta: 10:57:59, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6363, loss: 1.6363, grad_norm: 4.7127 2021-01-30 19:39:24,307 - mmaction - INFO - Epoch [79][2260/3757] lr: 1.000e-03, eta: 10:57:48, time: 0.336, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.6937, loss: 1.6937, grad_norm: 4.8295 2021-01-30 19:39:30,470 - mmaction - INFO - Epoch [79][2280/3757] lr: 1.000e-03, eta: 10:57:38, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.6379, loss: 1.6379, grad_norm: 4.6183 2021-01-30 19:39:35,702 - mmaction - INFO - Epoch [79][2300/3757] lr: 1.000e-03, eta: 10:57:27, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8023, loss_cls: 1.6935, loss: 1.6935, grad_norm: 4.7616 2021-01-30 19:39:41,691 - mmaction - INFO - Epoch [79][2320/3757] lr: 1.000e-03, eta: 10:57:16, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8195, loss_cls: 1.6385, loss: 1.6385, grad_norm: 4.7446 2021-01-30 19:39:48,021 - mmaction - INFO - Epoch [79][2340/3757] lr: 1.000e-03, eta: 10:57:05, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6293, loss: 1.6293, grad_norm: 4.8217 2021-01-30 19:39:54,117 - mmaction - INFO - Epoch [79][2360/3757] lr: 1.000e-03, eta: 10:56:54, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8430, loss_cls: 1.5049, loss: 1.5049, grad_norm: 4.6187 2021-01-30 19:40:00,108 - mmaction - INFO - Epoch [79][2380/3757] lr: 1.000e-03, eta: 10:56:43, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7992, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.7448 2021-01-30 19:40:06,232 - mmaction - INFO - Epoch [79][2400/3757] lr: 1.000e-03, eta: 10:56:32, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7859, loss_cls: 1.7451, loss: 1.7451, grad_norm: 4.7351 2021-01-30 19:40:12,346 - mmaction - INFO - Epoch [79][2420/3757] lr: 1.000e-03, eta: 10:56:22, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7953, loss_cls: 1.7621, loss: 1.7621, grad_norm: 4.7306 2021-01-30 19:40:18,280 - mmaction - INFO - Epoch [79][2440/3757] lr: 1.000e-03, eta: 10:56:11, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.7059, loss: 1.7059, grad_norm: 4.7190 2021-01-30 19:40:24,067 - mmaction - INFO - Epoch [79][2460/3757] lr: 1.000e-03, eta: 10:56:00, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8289, loss_cls: 1.6480, loss: 1.6480, grad_norm: 4.6547 2021-01-30 19:40:30,707 - mmaction - INFO - Epoch [79][2480/3757] lr: 1.000e-03, eta: 10:55:49, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.7424, loss: 1.7424, grad_norm: 4.8351 2021-01-30 19:40:37,203 - mmaction - INFO - Epoch [79][2500/3757] lr: 1.000e-03, eta: 10:55:38, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8047, loss_cls: 1.7453, loss: 1.7453, grad_norm: 4.7935 2021-01-30 19:40:42,598 - mmaction - INFO - Epoch [79][2520/3757] lr: 1.000e-03, eta: 10:55:27, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8195, loss_cls: 1.6630, loss: 1.6630, grad_norm: 4.7378 2021-01-30 19:40:48,546 - mmaction - INFO - Epoch [79][2540/3757] lr: 1.000e-03, eta: 10:55:17, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.7386, loss: 1.7386, grad_norm: 4.8300 2021-01-30 19:40:54,148 - mmaction - INFO - Epoch [79][2560/3757] lr: 1.000e-03, eta: 10:55:06, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8148, loss_cls: 1.7142, loss: 1.7142, grad_norm: 4.7315 2021-01-30 19:41:00,458 - mmaction - INFO - Epoch [79][2580/3757] lr: 1.000e-03, eta: 10:54:55, time: 0.316, data_time: 0.004, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8055, loss_cls: 1.7239, loss: 1.7239, grad_norm: 4.6385 2021-01-30 19:41:06,125 - mmaction - INFO - Epoch [79][2600/3757] lr: 1.000e-03, eta: 10:54:44, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8336, loss_cls: 1.5962, loss: 1.5962, grad_norm: 4.6420 2021-01-30 19:41:11,850 - mmaction - INFO - Epoch [79][2620/3757] lr: 1.000e-03, eta: 10:54:33, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7262, loss: 1.7262, grad_norm: 4.6652 2021-01-30 19:41:18,220 - mmaction - INFO - Epoch [79][2640/3757] lr: 1.000e-03, eta: 10:54:22, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8187, loss_cls: 1.6801, loss: 1.6801, grad_norm: 4.7251 2021-01-30 19:41:24,330 - mmaction - INFO - Epoch [79][2660/3757] lr: 1.000e-03, eta: 10:54:11, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.6905, loss: 1.6905, grad_norm: 4.8189 2021-01-30 19:41:30,114 - mmaction - INFO - Epoch [79][2680/3757] lr: 1.000e-03, eta: 10:54:01, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7271, loss: 1.7271, grad_norm: 4.7752 2021-01-30 19:41:36,195 - mmaction - INFO - Epoch [79][2700/3757] lr: 1.000e-03, eta: 10:53:50, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8063, loss_cls: 1.6971, loss: 1.6971, grad_norm: 4.8777 2021-01-30 19:41:42,467 - mmaction - INFO - Epoch [79][2720/3757] lr: 1.000e-03, eta: 10:53:39, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8242, loss_cls: 1.6279, loss: 1.6279, grad_norm: 4.6764 2021-01-30 19:41:49,119 - mmaction - INFO - Epoch [79][2740/3757] lr: 1.000e-03, eta: 10:53:28, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8078, loss_cls: 1.7483, loss: 1.7483, grad_norm: 4.7602 2021-01-30 19:41:55,128 - mmaction - INFO - Epoch [79][2760/3757] lr: 1.000e-03, eta: 10:53:17, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7937, loss_cls: 1.7458, loss: 1.7458, grad_norm: 4.7057 2021-01-30 19:42:00,524 - mmaction - INFO - Epoch [79][2780/3757] lr: 1.000e-03, eta: 10:53:06, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8078, loss_cls: 1.6702, loss: 1.6702, grad_norm: 4.6272 2021-01-30 19:42:06,708 - mmaction - INFO - Epoch [79][2800/3757] lr: 1.000e-03, eta: 10:52:56, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8305, loss_cls: 1.5803, loss: 1.5803, grad_norm: 4.6190 2021-01-30 19:42:12,741 - mmaction - INFO - Epoch [79][2820/3757] lr: 1.000e-03, eta: 10:52:45, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6847, loss: 1.6847, grad_norm: 4.6963 2021-01-30 19:42:19,274 - mmaction - INFO - Epoch [79][2840/3757] lr: 1.000e-03, eta: 10:52:34, time: 0.327, data_time: 0.005, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6350, loss: 1.6350, grad_norm: 4.6452 2021-01-30 19:42:24,900 - mmaction - INFO - Epoch [79][2860/3757] lr: 1.000e-03, eta: 10:52:23, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8055, loss_cls: 1.6828, loss: 1.6828, grad_norm: 4.7346 2021-01-30 19:42:30,673 - mmaction - INFO - Epoch [79][2880/3757] lr: 1.000e-03, eta: 10:52:12, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8172, loss_cls: 1.5983, loss: 1.5983, grad_norm: 4.5719 2021-01-30 19:42:36,891 - mmaction - INFO - Epoch [79][2900/3757] lr: 1.000e-03, eta: 10:52:02, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8133, loss_cls: 1.7014, loss: 1.7014, grad_norm: 4.7399 2021-01-30 19:42:43,120 - mmaction - INFO - Epoch [79][2920/3757] lr: 1.000e-03, eta: 10:51:51, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8281, loss_cls: 1.6286, loss: 1.6286, grad_norm: 4.7133 2021-01-30 19:42:49,018 - mmaction - INFO - Epoch [79][2940/3757] lr: 1.000e-03, eta: 10:51:40, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8148, loss_cls: 1.6834, loss: 1.6834, grad_norm: 4.6806 2021-01-30 19:42:54,797 - mmaction - INFO - Epoch [79][2960/3757] lr: 1.000e-03, eta: 10:51:29, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.7364, loss: 1.7364, grad_norm: 4.7764 2021-01-30 19:43:00,976 - mmaction - INFO - Epoch [79][2980/3757] lr: 1.000e-03, eta: 10:51:18, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8313, loss_cls: 1.5683, loss: 1.5683, grad_norm: 4.5865 2021-01-30 19:43:06,539 - mmaction - INFO - Epoch [79][3000/3757] lr: 1.000e-03, eta: 10:51:07, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8055, loss_cls: 1.7830, loss: 1.7830, grad_norm: 4.9216 2021-01-30 19:43:12,195 - mmaction - INFO - Epoch [79][3020/3757] lr: 1.000e-03, eta: 10:50:56, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7969, loss_cls: 1.7754, loss: 1.7754, grad_norm: 4.7852 2021-01-30 19:43:18,099 - mmaction - INFO - Epoch [79][3040/3757] lr: 1.000e-03, eta: 10:50:45, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8117, loss_cls: 1.6420, loss: 1.6420, grad_norm: 4.6222 2021-01-30 19:43:25,175 - mmaction - INFO - Epoch [79][3060/3757] lr: 1.000e-03, eta: 10:50:35, time: 0.353, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8156, loss_cls: 1.7121, loss: 1.7121, grad_norm: 4.8093 2021-01-30 19:43:30,650 - mmaction - INFO - Epoch [79][3080/3757] lr: 1.000e-03, eta: 10:50:24, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8070, loss_cls: 1.6844, loss: 1.6844, grad_norm: 4.7514 2021-01-30 19:43:36,045 - mmaction - INFO - Epoch [79][3100/3757] lr: 1.000e-03, eta: 10:50:13, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8086, loss_cls: 1.6687, loss: 1.6687, grad_norm: 4.8194 2021-01-30 19:43:42,424 - mmaction - INFO - Epoch [79][3120/3757] lr: 1.000e-03, eta: 10:50:02, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8273, loss_cls: 1.6391, loss: 1.6391, grad_norm: 4.6571 2021-01-30 19:43:48,201 - mmaction - INFO - Epoch [79][3140/3757] lr: 1.000e-03, eta: 10:49:51, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.7576, loss: 1.7576, grad_norm: 4.7939 2021-01-30 19:43:53,837 - mmaction - INFO - Epoch [79][3160/3757] lr: 1.000e-03, eta: 10:49:40, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8195, loss_cls: 1.6334, loss: 1.6334, grad_norm: 4.5680 2021-01-30 19:44:00,787 - mmaction - INFO - Epoch [79][3180/3757] lr: 1.000e-03, eta: 10:49:30, time: 0.348, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8016, loss_cls: 1.7112, loss: 1.7112, grad_norm: 4.7650 2021-01-30 19:44:06,669 - mmaction - INFO - Epoch [79][3200/3757] lr: 1.000e-03, eta: 10:49:19, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6504, loss: 1.6504, grad_norm: 4.7381 2021-01-30 19:44:12,290 - mmaction - INFO - Epoch [79][3220/3757] lr: 1.000e-03, eta: 10:49:08, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8047, loss_cls: 1.7628, loss: 1.7628, grad_norm: 4.7912 2021-01-30 19:44:18,382 - mmaction - INFO - Epoch [79][3240/3757] lr: 1.000e-03, eta: 10:48:57, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8203, loss_cls: 1.6525, loss: 1.6525, grad_norm: 4.7201 2021-01-30 19:44:24,080 - mmaction - INFO - Epoch [79][3260/3757] lr: 1.000e-03, eta: 10:48:46, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8055, loss_cls: 1.7333, loss: 1.7333, grad_norm: 4.8004 2021-01-30 19:44:30,092 - mmaction - INFO - Epoch [79][3280/3757] lr: 1.000e-03, eta: 10:48:36, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8164, loss_cls: 1.6555, loss: 1.6555, grad_norm: 4.7718 2021-01-30 19:44:37,004 - mmaction - INFO - Epoch [79][3300/3757] lr: 1.000e-03, eta: 10:48:25, time: 0.346, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8117, loss_cls: 1.7256, loss: 1.7256, grad_norm: 4.8456 2021-01-30 19:44:42,486 - mmaction - INFO - Epoch [79][3320/3757] lr: 1.000e-03, eta: 10:48:14, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8203, loss_cls: 1.6414, loss: 1.6414, grad_norm: 4.7857 2021-01-30 19:44:48,401 - mmaction - INFO - Epoch [79][3340/3757] lr: 1.000e-03, eta: 10:48:03, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7977, loss_cls: 1.7868, loss: 1.7868, grad_norm: 4.8699 2021-01-30 19:44:54,453 - mmaction - INFO - Epoch [79][3360/3757] lr: 1.000e-03, eta: 10:47:52, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7315, loss: 1.7315, grad_norm: 4.7028 2021-01-30 19:45:00,809 - mmaction - INFO - Epoch [79][3380/3757] lr: 1.000e-03, eta: 10:47:42, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8078, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.6369 2021-01-30 19:45:06,905 - mmaction - INFO - Epoch [79][3400/3757] lr: 1.000e-03, eta: 10:47:31, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8078, loss_cls: 1.7201, loss: 1.7201, grad_norm: 4.7410 2021-01-30 19:45:12,928 - mmaction - INFO - Epoch [79][3420/3757] lr: 1.000e-03, eta: 10:47:20, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8016, loss_cls: 1.7533, loss: 1.7533, grad_norm: 4.7262 2021-01-30 19:45:18,464 - mmaction - INFO - Epoch [79][3440/3757] lr: 1.000e-03, eta: 10:47:09, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8180, loss_cls: 1.6021, loss: 1.6021, grad_norm: 4.5674 2021-01-30 19:45:24,989 - mmaction - INFO - Epoch [79][3460/3757] lr: 1.000e-03, eta: 10:46:58, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8055, loss_cls: 1.6804, loss: 1.6804, grad_norm: 4.7854 2021-01-30 19:45:30,770 - mmaction - INFO - Epoch [79][3480/3757] lr: 1.000e-03, eta: 10:46:47, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.6764, loss: 1.6764, grad_norm: 4.8205 2021-01-30 19:45:36,725 - mmaction - INFO - Epoch [79][3500/3757] lr: 1.000e-03, eta: 10:46:37, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.7984, loss_cls: 1.7499, loss: 1.7499, grad_norm: 4.8723 2021-01-30 19:45:42,658 - mmaction - INFO - Epoch [79][3520/3757] lr: 1.000e-03, eta: 10:46:26, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8234, loss_cls: 1.6395, loss: 1.6395, grad_norm: 4.7872 2021-01-30 19:45:49,104 - mmaction - INFO - Epoch [79][3540/3757] lr: 1.000e-03, eta: 10:46:15, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.6907, loss: 1.6907, grad_norm: 4.7286 2021-01-30 19:45:55,033 - mmaction - INFO - Epoch [79][3560/3757] lr: 1.000e-03, eta: 10:46:04, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7922, loss_cls: 1.7889, loss: 1.7889, grad_norm: 4.7600 2021-01-30 19:46:01,074 - mmaction - INFO - Epoch [79][3580/3757] lr: 1.000e-03, eta: 10:45:53, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8297, loss_cls: 1.6289, loss: 1.6289, grad_norm: 4.6068 2021-01-30 19:46:07,020 - mmaction - INFO - Epoch [79][3600/3757] lr: 1.000e-03, eta: 10:45:43, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8039, loss_cls: 1.6385, loss: 1.6385, grad_norm: 4.7401 2021-01-30 19:46:12,323 - mmaction - INFO - Epoch [79][3620/3757] lr: 1.000e-03, eta: 10:45:32, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8187, loss_cls: 1.6089, loss: 1.6089, grad_norm: 4.7867 2021-01-30 19:46:18,364 - mmaction - INFO - Epoch [79][3640/3757] lr: 1.000e-03, eta: 10:45:21, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.7992, loss_cls: 1.6911, loss: 1.6911, grad_norm: 4.8137 2021-01-30 19:46:25,520 - mmaction - INFO - Epoch [79][3660/3757] lr: 1.000e-03, eta: 10:45:10, time: 0.358, data_time: 0.003, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.8038 2021-01-30 19:46:31,518 - mmaction - INFO - Epoch [79][3680/3757] lr: 1.000e-03, eta: 10:45:00, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8117, loss_cls: 1.6882, loss: 1.6882, grad_norm: 4.8479 2021-01-30 19:46:38,115 - mmaction - INFO - Epoch [79][3700/3757] lr: 1.000e-03, eta: 10:44:49, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8063, loss_cls: 1.6915, loss: 1.6915, grad_norm: 4.6648 2021-01-30 19:46:43,805 - mmaction - INFO - Epoch [79][3720/3757] lr: 1.000e-03, eta: 10:44:38, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8109, loss_cls: 1.7636, loss: 1.7636, grad_norm: 4.8565 2021-01-30 19:46:50,245 - mmaction - INFO - Epoch [79][3740/3757] lr: 1.000e-03, eta: 10:44:27, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8242, loss_cls: 1.6319, loss: 1.6319, grad_norm: 4.7339 2021-01-30 19:47:15,465 - mmaction - INFO - Saving checkpoint at 79 epochs 2021-01-30 19:58:50,691 - mmaction - INFO - Epoch [80][20/3757] lr: 1.000e-03, eta: 10:47:09, time: 34.743, data_time: 34.311, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6243, loss: 1.6243, grad_norm: 4.5844 2021-01-30 19:58:54,947 - mmaction - INFO - Epoch [80][40/3757] lr: 1.000e-03, eta: 10:46:58, time: 0.221, data_time: 0.012, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.6487, loss: 1.6487, grad_norm: 4.7522 2021-01-30 19:58:59,121 - mmaction - INFO - Epoch [80][60/3757] lr: 1.000e-03, eta: 10:46:46, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8195, loss_cls: 1.5973, loss: 1.5973, grad_norm: 4.6960 2021-01-30 19:59:03,237 - mmaction - INFO - Epoch [80][80/3757] lr: 1.000e-03, eta: 10:46:35, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8266, loss_cls: 1.5387, loss: 1.5387, grad_norm: 4.5827 2021-01-30 19:59:07,412 - mmaction - INFO - Epoch [80][100/3757] lr: 1.000e-03, eta: 10:46:24, time: 0.208, data_time: 0.003, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8023, loss_cls: 1.7072, loss: 1.7072, grad_norm: 4.7673 2021-01-30 19:59:11,660 - mmaction - INFO - Epoch [80][120/3757] lr: 1.000e-03, eta: 10:46:12, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7961, loss_cls: 1.7133, loss: 1.7133, grad_norm: 4.8075 2021-01-30 19:59:15,807 - mmaction - INFO - Epoch [80][140/3757] lr: 1.000e-03, eta: 10:46:01, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8008, loss_cls: 1.7051, loss: 1.7051, grad_norm: 4.7689 2021-01-30 19:59:19,946 - mmaction - INFO - Epoch [80][160/3757] lr: 1.000e-03, eta: 10:45:50, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8305, loss_cls: 1.5699, loss: 1.5699, grad_norm: 4.5284 2021-01-30 19:59:24,119 - mmaction - INFO - Epoch [80][180/3757] lr: 1.000e-03, eta: 10:45:38, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.7256, loss: 1.7256, grad_norm: 4.6771 2021-01-30 19:59:28,292 - mmaction - INFO - Epoch [80][200/3757] lr: 1.000e-03, eta: 10:45:27, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8109, loss_cls: 1.6662, loss: 1.6662, grad_norm: 4.7716 2021-01-30 19:59:32,482 - mmaction - INFO - Epoch [80][220/3757] lr: 1.000e-03, eta: 10:45:16, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8258, loss_cls: 1.6505, loss: 1.6505, grad_norm: 4.6899 2021-01-30 19:59:36,697 - mmaction - INFO - Epoch [80][240/3757] lr: 1.000e-03, eta: 10:45:04, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8172, loss_cls: 1.6683, loss: 1.6683, grad_norm: 4.7359 2021-01-30 19:59:40,812 - mmaction - INFO - Epoch [80][260/3757] lr: 1.000e-03, eta: 10:44:53, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8250, loss_cls: 1.6742, loss: 1.6742, grad_norm: 4.8517 2021-01-30 19:59:45,056 - mmaction - INFO - Epoch [80][280/3757] lr: 1.000e-03, eta: 10:44:42, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8234, loss_cls: 1.6425, loss: 1.6425, grad_norm: 4.7242 2021-01-30 19:59:49,215 - mmaction - INFO - Epoch [80][300/3757] lr: 1.000e-03, eta: 10:44:30, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8297, loss_cls: 1.5964, loss: 1.5964, grad_norm: 4.5869 2021-01-30 19:59:53,333 - mmaction - INFO - Epoch [80][320/3757] lr: 1.000e-03, eta: 10:44:19, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.5893, loss: 1.5893, grad_norm: 4.5671 2021-01-30 19:59:57,679 - mmaction - INFO - Epoch [80][340/3757] lr: 1.000e-03, eta: 10:44:08, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8164, loss_cls: 1.6534, loss: 1.6534, grad_norm: 4.7089 2021-01-30 20:00:02,012 - mmaction - INFO - Epoch [80][360/3757] lr: 1.000e-03, eta: 10:43:56, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8047, loss_cls: 1.7372, loss: 1.7372, grad_norm: 4.8572 2021-01-30 20:00:06,388 - mmaction - INFO - Epoch [80][380/3757] lr: 1.000e-03, eta: 10:43:45, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8070, loss_cls: 1.6578, loss: 1.6578, grad_norm: 4.5464 2021-01-30 20:00:10,821 - mmaction - INFO - Epoch [80][400/3757] lr: 1.000e-03, eta: 10:43:34, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8039, loss_cls: 1.6682, loss: 1.6682, grad_norm: 4.6824 2021-01-30 20:00:15,327 - mmaction - INFO - Epoch [80][420/3757] lr: 1.000e-03, eta: 10:43:22, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7217, loss: 1.7217, grad_norm: 4.7807 2021-01-30 20:00:19,788 - mmaction - INFO - Epoch [80][440/3757] lr: 1.000e-03, eta: 10:43:11, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8187, loss_cls: 1.6142, loss: 1.6142, grad_norm: 4.6597 2021-01-30 20:00:24,190 - mmaction - INFO - Epoch [80][460/3757] lr: 1.000e-03, eta: 10:43:00, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8203, loss_cls: 1.6259, loss: 1.6259, grad_norm: 4.5526 2021-01-30 20:00:28,623 - mmaction - INFO - Epoch [80][480/3757] lr: 1.000e-03, eta: 10:42:49, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.6231, loss: 1.6231, grad_norm: 4.6449 2021-01-30 20:00:33,049 - mmaction - INFO - Epoch [80][500/3757] lr: 1.000e-03, eta: 10:42:37, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8031, loss_cls: 1.6614, loss: 1.6614, grad_norm: 4.7678 2021-01-30 20:00:37,600 - mmaction - INFO - Epoch [80][520/3757] lr: 1.000e-03, eta: 10:42:26, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8156, loss_cls: 1.6425, loss: 1.6425, grad_norm: 4.7229 2021-01-30 20:00:42,093 - mmaction - INFO - Epoch [80][540/3757] lr: 1.000e-03, eta: 10:42:15, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7922, loss_cls: 1.7310, loss: 1.7310, grad_norm: 4.7304 2021-01-30 20:00:47,123 - mmaction - INFO - Epoch [80][560/3757] lr: 1.000e-03, eta: 10:42:04, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7139, loss: 1.7139, grad_norm: 4.6961 2021-01-30 20:00:52,253 - mmaction - INFO - Epoch [80][580/3757] lr: 1.000e-03, eta: 10:41:53, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8234, loss_cls: 1.6190, loss: 1.6190, grad_norm: 4.7014 2021-01-30 20:00:57,295 - mmaction - INFO - Epoch [80][600/3757] lr: 1.000e-03, eta: 10:41:42, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8242, loss_cls: 1.6625, loss: 1.6625, grad_norm: 4.7019 2021-01-30 20:01:02,555 - mmaction - INFO - Epoch [80][620/3757] lr: 1.000e-03, eta: 10:41:31, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8109, loss_cls: 1.7439, loss: 1.7439, grad_norm: 4.9462 2021-01-30 20:01:08,299 - mmaction - INFO - Epoch [80][640/3757] lr: 1.000e-03, eta: 10:41:20, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.7028, loss: 1.7028, grad_norm: 4.7011 2021-01-30 20:01:13,460 - mmaction - INFO - Epoch [80][660/3757] lr: 1.000e-03, eta: 10:41:09, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8086, loss_cls: 1.6405, loss: 1.6405, grad_norm: 4.5199 2021-01-30 20:01:19,116 - mmaction - INFO - Epoch [80][680/3757] lr: 1.000e-03, eta: 10:40:58, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8297, loss_cls: 1.6558, loss: 1.6558, grad_norm: 4.5852 2021-01-30 20:01:24,701 - mmaction - INFO - Epoch [80][700/3757] lr: 1.000e-03, eta: 10:40:47, time: 0.279, data_time: 0.004, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.6803, loss: 1.6803, grad_norm: 4.7563 2021-01-30 20:01:30,506 - mmaction - INFO - Epoch [80][720/3757] lr: 1.000e-03, eta: 10:40:36, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7248, loss: 1.7248, grad_norm: 4.8304 2021-01-30 20:01:35,391 - mmaction - INFO - Epoch [80][740/3757] lr: 1.000e-03, eta: 10:40:25, time: 0.244, data_time: 0.004, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6049, loss: 1.6049, grad_norm: 4.6405 2021-01-30 20:01:41,732 - mmaction - INFO - Epoch [80][760/3757] lr: 1.000e-03, eta: 10:40:14, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8148, loss_cls: 1.6408, loss: 1.6408, grad_norm: 4.6309 2021-01-30 20:01:46,901 - mmaction - INFO - Epoch [80][780/3757] lr: 1.000e-03, eta: 10:40:03, time: 0.258, data_time: 0.004, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8117, loss_cls: 1.6737, loss: 1.6737, grad_norm: 4.6179 2021-01-30 20:01:52,408 - mmaction - INFO - Epoch [80][800/3757] lr: 1.000e-03, eta: 10:39:52, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7464, loss: 1.7464, grad_norm: 4.8128 2021-01-30 20:01:57,234 - mmaction - INFO - Epoch [80][820/3757] lr: 1.000e-03, eta: 10:39:41, time: 0.241, data_time: 0.004, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8133, loss_cls: 1.6677, loss: 1.6677, grad_norm: 4.7591 2021-01-30 20:02:02,958 - mmaction - INFO - Epoch [80][840/3757] lr: 1.000e-03, eta: 10:39:30, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8273, loss_cls: 1.6224, loss: 1.6224, grad_norm: 4.6711 2021-01-30 20:02:08,157 - mmaction - INFO - Epoch [80][860/3757] lr: 1.000e-03, eta: 10:39:19, time: 0.263, data_time: 0.004, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7930, loss_cls: 1.7493, loss: 1.7493, grad_norm: 4.7946 2021-01-30 20:02:14,553 - mmaction - INFO - Epoch [80][880/3757] lr: 1.000e-03, eta: 10:39:08, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8078, loss_cls: 1.7210, loss: 1.7210, grad_norm: 4.8094 2021-01-30 20:02:19,443 - mmaction - INFO - Epoch [80][900/3757] lr: 1.000e-03, eta: 10:38:57, time: 0.244, data_time: 0.005, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8023, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.6558 2021-01-30 20:02:25,378 - mmaction - INFO - Epoch [80][920/3757] lr: 1.000e-03, eta: 10:38:46, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8070, loss_cls: 1.7684, loss: 1.7684, grad_norm: 4.6877 2021-01-30 20:02:30,889 - mmaction - INFO - Epoch [80][940/3757] lr: 1.000e-03, eta: 10:38:35, time: 0.276, data_time: 0.007, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8039, loss_cls: 1.7127, loss: 1.7127, grad_norm: 4.6894 2021-01-30 20:02:37,370 - mmaction - INFO - Epoch [80][960/3757] lr: 1.000e-03, eta: 10:38:24, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7883, loss_cls: 1.8007, loss: 1.8007, grad_norm: 4.7943 2021-01-30 20:02:42,944 - mmaction - INFO - Epoch [80][980/3757] lr: 1.000e-03, eta: 10:38:14, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8141, loss_cls: 1.6533, loss: 1.6533, grad_norm: 4.6899 2021-01-30 20:02:48,162 - mmaction - INFO - Epoch [80][1000/3757] lr: 1.000e-03, eta: 10:38:03, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8148, loss_cls: 1.6918, loss: 1.6918, grad_norm: 4.7352 2021-01-30 20:02:53,657 - mmaction - INFO - Epoch [80][1020/3757] lr: 1.000e-03, eta: 10:37:52, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6494, loss: 1.6494, grad_norm: 4.7118 2021-01-30 20:02:59,761 - mmaction - INFO - Epoch [80][1040/3757] lr: 1.000e-03, eta: 10:37:41, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8109, loss_cls: 1.7214, loss: 1.7214, grad_norm: 4.8124 2021-01-30 20:03:05,050 - mmaction - INFO - Epoch [80][1060/3757] lr: 1.000e-03, eta: 10:37:30, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7157, loss: 1.7157, grad_norm: 4.6531 2021-01-30 20:03:11,651 - mmaction - INFO - Epoch [80][1080/3757] lr: 1.000e-03, eta: 10:37:19, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8180, loss_cls: 1.6607, loss: 1.6607, grad_norm: 4.6090 2021-01-30 20:03:17,117 - mmaction - INFO - Epoch [80][1100/3757] lr: 1.000e-03, eta: 10:37:08, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6861, loss: 1.6861, grad_norm: 4.6954 2021-01-30 20:03:23,065 - mmaction - INFO - Epoch [80][1120/3757] lr: 1.000e-03, eta: 10:36:57, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8250, loss_cls: 1.6404, loss: 1.6404, grad_norm: 4.8086 2021-01-30 20:03:28,709 - mmaction - INFO - Epoch [80][1140/3757] lr: 1.000e-03, eta: 10:36:46, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8063, loss_cls: 1.7083, loss: 1.7083, grad_norm: 4.6802 2021-01-30 20:03:34,354 - mmaction - INFO - Epoch [80][1160/3757] lr: 1.000e-03, eta: 10:36:35, time: 0.282, data_time: 0.000, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8156, loss_cls: 1.6862, loss: 1.6862, grad_norm: 4.6608 2021-01-30 20:03:40,344 - mmaction - INFO - Epoch [80][1180/3757] lr: 1.000e-03, eta: 10:36:25, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.8184, loss: 1.8184, grad_norm: 4.8408 2021-01-30 20:03:46,035 - mmaction - INFO - Epoch [80][1200/3757] lr: 1.000e-03, eta: 10:36:14, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8328, loss_cls: 1.6075, loss: 1.6075, grad_norm: 4.5574 2021-01-30 20:03:52,302 - mmaction - INFO - Epoch [80][1220/3757] lr: 1.000e-03, eta: 10:36:03, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.6316, loss: 1.6316, grad_norm: 4.5995 2021-01-30 20:03:57,790 - mmaction - INFO - Epoch [80][1240/3757] lr: 1.000e-03, eta: 10:35:52, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6730, loss: 1.6730, grad_norm: 4.7649 2021-01-30 20:04:03,759 - mmaction - INFO - Epoch [80][1260/3757] lr: 1.000e-03, eta: 10:35:41, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8281, loss_cls: 1.5987, loss: 1.5987, grad_norm: 4.7544 2021-01-30 20:04:09,262 - mmaction - INFO - Epoch [80][1280/3757] lr: 1.000e-03, eta: 10:35:30, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8258, loss_cls: 1.6466, loss: 1.6466, grad_norm: 4.7455 2021-01-30 20:04:15,495 - mmaction - INFO - Epoch [80][1300/3757] lr: 1.000e-03, eta: 10:35:19, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8070, loss_cls: 1.6706, loss: 1.6706, grad_norm: 4.6377 2021-01-30 20:04:21,059 - mmaction - INFO - Epoch [80][1320/3757] lr: 1.000e-03, eta: 10:35:08, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8227, loss_cls: 1.6283, loss: 1.6283, grad_norm: 4.7257 2021-01-30 20:04:27,058 - mmaction - INFO - Epoch [80][1340/3757] lr: 1.000e-03, eta: 10:34:58, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8219, loss_cls: 1.6367, loss: 1.6367, grad_norm: 4.7667 2021-01-30 20:04:33,060 - mmaction - INFO - Epoch [80][1360/3757] lr: 1.000e-03, eta: 10:34:47, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8234, loss_cls: 1.6173, loss: 1.6173, grad_norm: 4.7029 2021-01-30 20:04:39,135 - mmaction - INFO - Epoch [80][1380/3757] lr: 1.000e-03, eta: 10:34:36, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7992, loss_cls: 1.7123, loss: 1.7123, grad_norm: 4.7518 2021-01-30 20:04:45,195 - mmaction - INFO - Epoch [80][1400/3757] lr: 1.000e-03, eta: 10:34:25, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8109, loss_cls: 1.6308, loss: 1.6308, grad_norm: 4.5513 2021-01-30 20:04:51,204 - mmaction - INFO - Epoch [80][1420/3757] lr: 1.000e-03, eta: 10:34:14, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8117, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.7036 2021-01-30 20:04:56,841 - mmaction - INFO - Epoch [80][1440/3757] lr: 1.000e-03, eta: 10:34:04, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.7035, loss: 1.7035, grad_norm: 4.6773 2021-01-30 20:05:02,928 - mmaction - INFO - Epoch [80][1460/3757] lr: 1.000e-03, eta: 10:33:53, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8172, loss_cls: 1.6244, loss: 1.6244, grad_norm: 4.6501 2021-01-30 20:05:08,661 - mmaction - INFO - Epoch [80][1480/3757] lr: 1.000e-03, eta: 10:33:42, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.5847, loss: 1.5847, grad_norm: 4.6352 2021-01-30 20:05:14,404 - mmaction - INFO - Epoch [80][1500/3757] lr: 1.000e-03, eta: 10:33:31, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8211, loss_cls: 1.6534, loss: 1.6534, grad_norm: 4.6847 2021-01-30 20:05:20,590 - mmaction - INFO - Epoch [80][1520/3757] lr: 1.000e-03, eta: 10:33:20, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8047, loss_cls: 1.7426, loss: 1.7426, grad_norm: 4.8046 2021-01-30 20:05:26,840 - mmaction - INFO - Epoch [80][1540/3757] lr: 1.000e-03, eta: 10:33:09, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8352, loss_cls: 1.6150, loss: 1.6150, grad_norm: 4.6734 2021-01-30 20:05:32,738 - mmaction - INFO - Epoch [80][1560/3757] lr: 1.000e-03, eta: 10:32:59, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8187, loss_cls: 1.7005, loss: 1.7005, grad_norm: 4.9081 2021-01-30 20:05:38,287 - mmaction - INFO - Epoch [80][1580/3757] lr: 1.000e-03, eta: 10:32:48, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.6964, loss: 1.6964, grad_norm: 4.6706 2021-01-30 20:05:44,412 - mmaction - INFO - Epoch [80][1600/3757] lr: 1.000e-03, eta: 10:32:37, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6244, loss: 1.6244, grad_norm: 4.5809 2021-01-30 20:05:50,629 - mmaction - INFO - Epoch [80][1620/3757] lr: 1.000e-03, eta: 10:32:26, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6461, loss: 1.6461, grad_norm: 4.6113 2021-01-30 20:05:56,436 - mmaction - INFO - Epoch [80][1640/3757] lr: 1.000e-03, eta: 10:32:15, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.7192, loss: 1.7192, grad_norm: 4.8254 2021-01-30 20:06:02,244 - mmaction - INFO - Epoch [80][1660/3757] lr: 1.000e-03, eta: 10:32:04, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6812, loss: 1.6812, grad_norm: 4.7244 2021-01-30 20:06:07,781 - mmaction - INFO - Epoch [80][1680/3757] lr: 1.000e-03, eta: 10:31:53, time: 0.276, data_time: 0.004, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8273, loss_cls: 1.6551, loss: 1.6551, grad_norm: 4.6889 2021-01-30 20:06:13,672 - mmaction - INFO - Epoch [80][1700/3757] lr: 1.000e-03, eta: 10:31:43, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8016, loss_cls: 1.7185, loss: 1.7185, grad_norm: 4.6587 2021-01-30 20:06:19,357 - mmaction - INFO - Epoch [80][1720/3757] lr: 1.000e-03, eta: 10:31:32, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8063, loss_cls: 1.6809, loss: 1.6809, grad_norm: 4.6928 2021-01-30 20:06:25,315 - mmaction - INFO - Epoch [80][1740/3757] lr: 1.000e-03, eta: 10:31:21, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8094, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.6217 2021-01-30 20:06:30,924 - mmaction - INFO - Epoch [80][1760/3757] lr: 1.000e-03, eta: 10:31:10, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.6012, loss: 1.6012, grad_norm: 4.6661 2021-01-30 20:06:36,687 - mmaction - INFO - Epoch [80][1780/3757] lr: 1.000e-03, eta: 10:30:59, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8477, loss_cls: 1.5309, loss: 1.5309, grad_norm: 4.6768 2021-01-30 20:06:42,995 - mmaction - INFO - Epoch [80][1800/3757] lr: 1.000e-03, eta: 10:30:48, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.6828, loss: 1.6828, grad_norm: 4.8956 2021-01-30 20:06:49,169 - mmaction - INFO - Epoch [80][1820/3757] lr: 1.000e-03, eta: 10:30:38, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5586, top5_acc: 0.8000, loss_cls: 1.8172, loss: 1.8172, grad_norm: 4.9142 2021-01-30 20:06:54,762 - mmaction - INFO - Epoch [80][1840/3757] lr: 1.000e-03, eta: 10:30:27, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8195, loss_cls: 1.6065, loss: 1.6065, grad_norm: 4.5515 2021-01-30 20:07:00,057 - mmaction - INFO - Epoch [80][1860/3757] lr: 1.000e-03, eta: 10:30:16, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.6320, loss: 1.6320, grad_norm: 4.6839 2021-01-30 20:07:06,773 - mmaction - INFO - Epoch [80][1880/3757] lr: 1.000e-03, eta: 10:30:05, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8125, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.7801 2021-01-30 20:07:12,909 - mmaction - INFO - Epoch [80][1900/3757] lr: 1.000e-03, eta: 10:29:54, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8211, loss_cls: 1.6721, loss: 1.6721, grad_norm: 4.6406 2021-01-30 20:07:19,045 - mmaction - INFO - Epoch [80][1920/3757] lr: 1.000e-03, eta: 10:29:44, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6428, loss: 1.6428, grad_norm: 4.7162 2021-01-30 20:07:24,808 - mmaction - INFO - Epoch [80][1940/3757] lr: 1.000e-03, eta: 10:29:33, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.6911, loss: 1.6911, grad_norm: 4.7775 2021-01-30 20:07:30,260 - mmaction - INFO - Epoch [80][1960/3757] lr: 1.000e-03, eta: 10:29:22, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7977, loss_cls: 1.7404, loss: 1.7404, grad_norm: 4.8723 2021-01-30 20:07:36,633 - mmaction - INFO - Epoch [80][1980/3757] lr: 1.000e-03, eta: 10:29:11, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.6252, loss: 1.6252, grad_norm: 4.6736 2021-01-30 20:07:42,243 - mmaction - INFO - Epoch [80][2000/3757] lr: 1.000e-03, eta: 10:29:00, time: 0.279, data_time: 0.000, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8070, loss_cls: 1.6639, loss: 1.6639, grad_norm: 4.7451 2021-01-30 20:07:48,088 - mmaction - INFO - Epoch [80][2020/3757] lr: 1.000e-03, eta: 10:28:49, time: 0.293, data_time: 0.004, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7984, loss_cls: 1.7656, loss: 1.7656, grad_norm: 4.8940 2021-01-30 20:07:53,977 - mmaction - INFO - Epoch [80][2040/3757] lr: 1.000e-03, eta: 10:28:39, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.6987, loss: 1.6987, grad_norm: 4.8912 2021-01-30 20:08:00,590 - mmaction - INFO - Epoch [80][2060/3757] lr: 1.000e-03, eta: 10:28:28, time: 0.330, data_time: 0.004, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7014, loss: 1.7014, grad_norm: 4.7831 2021-01-30 20:08:06,405 - mmaction - INFO - Epoch [80][2080/3757] lr: 1.000e-03, eta: 10:28:17, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8070, loss_cls: 1.6838, loss: 1.6838, grad_norm: 4.7287 2021-01-30 20:08:11,694 - mmaction - INFO - Epoch [80][2100/3757] lr: 1.000e-03, eta: 10:28:06, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8039, loss_cls: 1.7411, loss: 1.7411, grad_norm: 4.8255 2021-01-30 20:08:17,541 - mmaction - INFO - Epoch [80][2120/3757] lr: 1.000e-03, eta: 10:27:55, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.6256, loss: 1.6256, grad_norm: 4.6155 2021-01-30 20:08:22,958 - mmaction - INFO - Epoch [80][2140/3757] lr: 1.000e-03, eta: 10:27:44, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8141, loss_cls: 1.6729, loss: 1.6729, grad_norm: 4.8083 2021-01-30 20:08:29,469 - mmaction - INFO - Epoch [80][2160/3757] lr: 1.000e-03, eta: 10:27:34, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7172, loss: 1.7172, grad_norm: 4.9058 2021-01-30 20:08:35,486 - mmaction - INFO - Epoch [80][2180/3757] lr: 1.000e-03, eta: 10:27:23, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8203, loss_cls: 1.6317, loss: 1.6317, grad_norm: 4.7734 2021-01-30 20:08:41,551 - mmaction - INFO - Epoch [80][2200/3757] lr: 1.000e-03, eta: 10:27:12, time: 0.303, data_time: 0.000, memory: 3385, top1_acc: 0.6125, top5_acc: 0.7992, loss_cls: 1.6695, loss: 1.6695, grad_norm: 4.7060 2021-01-30 20:08:46,918 - mmaction - INFO - Epoch [80][2220/3757] lr: 1.000e-03, eta: 10:27:01, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.7745, loss: 1.7745, grad_norm: 4.8705 2021-01-30 20:08:52,794 - mmaction - INFO - Epoch [80][2240/3757] lr: 1.000e-03, eta: 10:26:50, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8281, loss_cls: 1.6250, loss: 1.6250, grad_norm: 4.5647 2021-01-30 20:08:58,888 - mmaction - INFO - Epoch [80][2260/3757] lr: 1.000e-03, eta: 10:26:40, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8102, loss_cls: 1.6275, loss: 1.6275, grad_norm: 4.7235 2021-01-30 20:09:04,144 - mmaction - INFO - Epoch [80][2280/3757] lr: 1.000e-03, eta: 10:26:29, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8258, loss_cls: 1.6653, loss: 1.6653, grad_norm: 4.9453 2021-01-30 20:09:10,567 - mmaction - INFO - Epoch [80][2300/3757] lr: 1.000e-03, eta: 10:26:18, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.6226, loss: 1.6226, grad_norm: 4.8174 2021-01-30 20:09:15,989 - mmaction - INFO - Epoch [80][2320/3757] lr: 1.000e-03, eta: 10:26:07, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8180, loss_cls: 1.6601, loss: 1.6601, grad_norm: 4.7835 2021-01-30 20:09:21,559 - mmaction - INFO - Epoch [80][2340/3757] lr: 1.000e-03, eta: 10:25:56, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8016, loss_cls: 1.7689, loss: 1.7689, grad_norm: 4.8759 2021-01-30 20:09:27,013 - mmaction - INFO - Epoch [80][2360/3757] lr: 1.000e-03, eta: 10:25:45, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8422, loss_cls: 1.5744, loss: 1.5744, grad_norm: 4.5393 2021-01-30 20:09:32,487 - mmaction - INFO - Epoch [80][2380/3757] lr: 1.000e-03, eta: 10:25:34, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8172, loss_cls: 1.6575, loss: 1.6575, grad_norm: 4.7279 2021-01-30 20:09:38,654 - mmaction - INFO - Epoch [80][2400/3757] lr: 1.000e-03, eta: 10:25:24, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8313, loss_cls: 1.6486, loss: 1.6486, grad_norm: 4.7685 2021-01-30 20:09:44,428 - mmaction - INFO - Epoch [80][2420/3757] lr: 1.000e-03, eta: 10:25:13, time: 0.288, data_time: 0.004, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.6906, loss: 1.6906, grad_norm: 4.8086 2021-01-30 20:09:51,034 - mmaction - INFO - Epoch [80][2440/3757] lr: 1.000e-03, eta: 10:25:02, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7545, loss: 1.7545, grad_norm: 4.8190 2021-01-30 20:09:57,710 - mmaction - INFO - Epoch [80][2460/3757] lr: 1.000e-03, eta: 10:24:51, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7447, loss: 1.7447, grad_norm: 4.7635 2021-01-30 20:10:03,199 - mmaction - INFO - Epoch [80][2480/3757] lr: 1.000e-03, eta: 10:24:41, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.7961, loss_cls: 1.7162, loss: 1.7162, grad_norm: 4.6712 2021-01-30 20:10:09,123 - mmaction - INFO - Epoch [80][2500/3757] lr: 1.000e-03, eta: 10:24:30, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.6697, loss: 1.6697, grad_norm: 4.6715 2021-01-30 20:10:15,122 - mmaction - INFO - Epoch [80][2520/3757] lr: 1.000e-03, eta: 10:24:19, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7257, loss: 1.7257, grad_norm: 4.7426 2021-01-30 20:10:21,315 - mmaction - INFO - Epoch [80][2540/3757] lr: 1.000e-03, eta: 10:24:08, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.6324, loss: 1.6324, grad_norm: 4.6251 2021-01-30 20:10:27,288 - mmaction - INFO - Epoch [80][2560/3757] lr: 1.000e-03, eta: 10:23:57, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8031, loss_cls: 1.6735, loss: 1.6735, grad_norm: 4.7255 2021-01-30 20:10:33,360 - mmaction - INFO - Epoch [80][2580/3757] lr: 1.000e-03, eta: 10:23:47, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.6221, loss: 1.6221, grad_norm: 4.6490 2021-01-30 20:10:39,095 - mmaction - INFO - Epoch [80][2600/3757] lr: 1.000e-03, eta: 10:23:36, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6512, loss: 1.6512, grad_norm: 4.7001 2021-01-30 20:10:44,831 - mmaction - INFO - Epoch [80][2620/3757] lr: 1.000e-03, eta: 10:23:25, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.8690 2021-01-30 20:10:50,089 - mmaction - INFO - Epoch [80][2640/3757] lr: 1.000e-03, eta: 10:23:14, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.5928, loss: 1.5928, grad_norm: 4.6398 2021-01-30 20:10:56,188 - mmaction - INFO - Epoch [80][2660/3757] lr: 1.000e-03, eta: 10:23:03, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.7444, loss: 1.7444, grad_norm: 4.8000 2021-01-30 20:11:01,490 - mmaction - INFO - Epoch [80][2680/3757] lr: 1.000e-03, eta: 10:22:52, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7961, loss_cls: 1.7691, loss: 1.7691, grad_norm: 4.8299 2021-01-30 20:11:07,643 - mmaction - INFO - Epoch [80][2700/3757] lr: 1.000e-03, eta: 10:22:42, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8078, loss_cls: 1.7102, loss: 1.7102, grad_norm: 4.6978 2021-01-30 20:11:13,750 - mmaction - INFO - Epoch [80][2720/3757] lr: 1.000e-03, eta: 10:22:31, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8203, loss_cls: 1.6987, loss: 1.6987, grad_norm: 4.7280 2021-01-30 20:11:19,482 - mmaction - INFO - Epoch [80][2740/3757] lr: 1.000e-03, eta: 10:22:20, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7992, loss_cls: 1.7387, loss: 1.7387, grad_norm: 4.7297 2021-01-30 20:11:24,912 - mmaction - INFO - Epoch [80][2760/3757] lr: 1.000e-03, eta: 10:22:09, time: 0.272, data_time: 0.004, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8367, loss_cls: 1.5723, loss: 1.5723, grad_norm: 4.5323 2021-01-30 20:11:30,537 - mmaction - INFO - Epoch [80][2780/3757] lr: 1.000e-03, eta: 10:21:58, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.6869, loss: 1.6869, grad_norm: 4.7701 2021-01-30 20:11:36,727 - mmaction - INFO - Epoch [80][2800/3757] lr: 1.000e-03, eta: 10:21:47, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8016, loss_cls: 1.6721, loss: 1.6721, grad_norm: 4.7187 2021-01-30 20:11:42,320 - mmaction - INFO - Epoch [80][2820/3757] lr: 1.000e-03, eta: 10:21:37, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8203, loss_cls: 1.6992, loss: 1.6992, grad_norm: 4.7682 2021-01-30 20:11:48,553 - mmaction - INFO - Epoch [80][2840/3757] lr: 1.000e-03, eta: 10:21:26, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8367, loss_cls: 1.5753, loss: 1.5753, grad_norm: 4.6291 2021-01-30 20:11:54,131 - mmaction - INFO - Epoch [80][2860/3757] lr: 1.000e-03, eta: 10:21:15, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.6634, loss: 1.6634, grad_norm: 4.7531 2021-01-30 20:12:00,077 - mmaction - INFO - Epoch [80][2880/3757] lr: 1.000e-03, eta: 10:21:04, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.6462, loss: 1.6462, grad_norm: 4.8635 2021-01-30 20:12:05,616 - mmaction - INFO - Epoch [80][2900/3757] lr: 1.000e-03, eta: 10:20:53, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8016, loss_cls: 1.7680, loss: 1.7680, grad_norm: 4.9516 2021-01-30 20:12:11,538 - mmaction - INFO - Epoch [80][2920/3757] lr: 1.000e-03, eta: 10:20:43, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.6462, loss: 1.6462, grad_norm: 4.7169 2021-01-30 20:12:17,505 - mmaction - INFO - Epoch [80][2940/3757] lr: 1.000e-03, eta: 10:20:32, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8164, loss_cls: 1.6056, loss: 1.6056, grad_norm: 4.5102 2021-01-30 20:12:22,727 - mmaction - INFO - Epoch [80][2960/3757] lr: 1.000e-03, eta: 10:20:21, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6705, loss: 1.6705, grad_norm: 4.6680 2021-01-30 20:12:28,443 - mmaction - INFO - Epoch [80][2980/3757] lr: 1.000e-03, eta: 10:20:10, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7906, loss_cls: 1.7379, loss: 1.7379, grad_norm: 4.8185 2021-01-30 20:12:34,365 - mmaction - INFO - Epoch [80][3000/3757] lr: 1.000e-03, eta: 10:19:59, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8164, loss_cls: 1.7349, loss: 1.7349, grad_norm: 4.8065 2021-01-30 20:12:40,169 - mmaction - INFO - Epoch [80][3020/3757] lr: 1.000e-03, eta: 10:19:48, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8156, loss_cls: 1.6801, loss: 1.6801, grad_norm: 4.7179 2021-01-30 20:12:46,322 - mmaction - INFO - Epoch [80][3040/3757] lr: 1.000e-03, eta: 10:19:38, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8070, loss_cls: 1.7088, loss: 1.7088, grad_norm: 4.6762 2021-01-30 20:12:52,230 - mmaction - INFO - Epoch [80][3060/3757] lr: 1.000e-03, eta: 10:19:27, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8102, loss_cls: 1.6964, loss: 1.6964, grad_norm: 4.5847 2021-01-30 20:12:57,982 - mmaction - INFO - Epoch [80][3080/3757] lr: 1.000e-03, eta: 10:19:16, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8156, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.7670 2021-01-30 20:13:03,528 - mmaction - INFO - Epoch [80][3100/3757] lr: 1.000e-03, eta: 10:19:05, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8289, loss_cls: 1.6104, loss: 1.6104, grad_norm: 4.6513 2021-01-30 20:13:09,701 - mmaction - INFO - Epoch [80][3120/3757] lr: 1.000e-03, eta: 10:18:54, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.8079 2021-01-30 20:13:15,443 - mmaction - INFO - Epoch [80][3140/3757] lr: 1.000e-03, eta: 10:18:44, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8234, loss_cls: 1.6092, loss: 1.6092, grad_norm: 4.6372 2021-01-30 20:13:22,312 - mmaction - INFO - Epoch [80][3160/3757] lr: 1.000e-03, eta: 10:18:33, time: 0.344, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7953, loss_cls: 1.6886, loss: 1.6886, grad_norm: 4.7401 2021-01-30 20:13:27,923 - mmaction - INFO - Epoch [80][3180/3757] lr: 1.000e-03, eta: 10:18:22, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7977, loss_cls: 1.7062, loss: 1.7062, grad_norm: 4.9278 2021-01-30 20:13:33,545 - mmaction - INFO - Epoch [80][3200/3757] lr: 1.000e-03, eta: 10:18:11, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8078, loss_cls: 1.7479, loss: 1.7479, grad_norm: 4.8471 2021-01-30 20:13:39,168 - mmaction - INFO - Epoch [80][3220/3757] lr: 1.000e-03, eta: 10:18:00, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8063, loss_cls: 1.6868, loss: 1.6868, grad_norm: 4.7740 2021-01-30 20:13:44,892 - mmaction - INFO - Epoch [80][3240/3757] lr: 1.000e-03, eta: 10:17:50, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7852, loss_cls: 1.7685, loss: 1.7685, grad_norm: 4.7550 2021-01-30 20:13:50,880 - mmaction - INFO - Epoch [80][3260/3757] lr: 1.000e-03, eta: 10:17:39, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8070, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.7954 2021-01-30 20:13:56,701 - mmaction - INFO - Epoch [80][3280/3757] lr: 1.000e-03, eta: 10:17:28, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8117, loss_cls: 1.6969, loss: 1.6969, grad_norm: 4.6434 2021-01-30 20:14:02,511 - mmaction - INFO - Epoch [80][3300/3757] lr: 1.000e-03, eta: 10:17:17, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.5641, top5_acc: 0.8016, loss_cls: 1.7413, loss: 1.7413, grad_norm: 4.7561 2021-01-30 20:14:08,178 - mmaction - INFO - Epoch [80][3320/3757] lr: 1.000e-03, eta: 10:17:06, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.6979, loss: 1.6979, grad_norm: 4.6984 2021-01-30 20:14:14,164 - mmaction - INFO - Epoch [80][3340/3757] lr: 1.000e-03, eta: 10:16:56, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8266, loss_cls: 1.6534, loss: 1.6534, grad_norm: 4.8500 2021-01-30 20:14:20,361 - mmaction - INFO - Epoch [80][3360/3757] lr: 1.000e-03, eta: 10:16:45, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8242, loss_cls: 1.6328, loss: 1.6328, grad_norm: 4.7425 2021-01-30 20:14:26,104 - mmaction - INFO - Epoch [80][3380/3757] lr: 1.000e-03, eta: 10:16:34, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8094, loss_cls: 1.6625, loss: 1.6625, grad_norm: 4.7603 2021-01-30 20:14:31,971 - mmaction - INFO - Epoch [80][3400/3757] lr: 1.000e-03, eta: 10:16:23, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8164, loss_cls: 1.6642, loss: 1.6642, grad_norm: 4.7343 2021-01-30 20:14:38,087 - mmaction - INFO - Epoch [80][3420/3757] lr: 1.000e-03, eta: 10:16:13, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8258, loss_cls: 1.6263, loss: 1.6263, grad_norm: 4.6828 2021-01-30 20:14:43,656 - mmaction - INFO - Epoch [80][3440/3757] lr: 1.000e-03, eta: 10:16:02, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8063, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.7179 2021-01-30 20:14:49,422 - mmaction - INFO - Epoch [80][3460/3757] lr: 1.000e-03, eta: 10:15:51, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.7141, loss: 1.7141, grad_norm: 4.7052 2021-01-30 20:14:55,074 - mmaction - INFO - Epoch [80][3480/3757] lr: 1.000e-03, eta: 10:15:40, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8203, loss_cls: 1.7074, loss: 1.7074, grad_norm: 4.7422 2021-01-30 20:15:00,709 - mmaction - INFO - Epoch [80][3500/3757] lr: 1.000e-03, eta: 10:15:29, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8055, loss_cls: 1.7382, loss: 1.7382, grad_norm: 4.6412 2021-01-30 20:15:07,242 - mmaction - INFO - Epoch [80][3520/3757] lr: 1.000e-03, eta: 10:15:19, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8125, loss_cls: 1.6750, loss: 1.6750, grad_norm: 4.5918 2021-01-30 20:15:13,107 - mmaction - INFO - Epoch [80][3540/3757] lr: 1.000e-03, eta: 10:15:08, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.7616, loss: 1.7616, grad_norm: 4.8003 2021-01-30 20:15:19,504 - mmaction - INFO - Epoch [80][3560/3757] lr: 1.000e-03, eta: 10:14:57, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.6821, loss: 1.6821, grad_norm: 4.7087 2021-01-30 20:15:25,622 - mmaction - INFO - Epoch [80][3580/3757] lr: 1.000e-03, eta: 10:14:47, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8289, loss_cls: 1.6138, loss: 1.6138, grad_norm: 4.8454 2021-01-30 20:15:31,320 - mmaction - INFO - Epoch [80][3600/3757] lr: 1.000e-03, eta: 10:14:36, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7945, loss_cls: 1.7372, loss: 1.7372, grad_norm: 4.8870 2021-01-30 20:15:37,335 - mmaction - INFO - Epoch [80][3620/3757] lr: 1.000e-03, eta: 10:14:25, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.7169, loss: 1.7169, grad_norm: 4.8955 2021-01-30 20:15:43,913 - mmaction - INFO - Epoch [80][3640/3757] lr: 1.000e-03, eta: 10:14:14, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6351, loss: 1.6351, grad_norm: 4.6077 2021-01-30 20:15:49,570 - mmaction - INFO - Epoch [80][3660/3757] lr: 1.000e-03, eta: 10:14:04, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8352, loss_cls: 1.6404, loss: 1.6404, grad_norm: 4.6829 2021-01-30 20:15:55,318 - mmaction - INFO - Epoch [80][3680/3757] lr: 1.000e-03, eta: 10:13:53, time: 0.287, data_time: 0.005, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8070, loss_cls: 1.7785, loss: 1.7785, grad_norm: 4.8303 2021-01-30 20:16:01,611 - mmaction - INFO - Epoch [80][3700/3757] lr: 1.000e-03, eta: 10:13:42, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8375, loss_cls: 1.5849, loss: 1.5849, grad_norm: 4.6138 2021-01-30 20:16:07,201 - mmaction - INFO - Epoch [80][3720/3757] lr: 1.000e-03, eta: 10:13:31, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8195, loss_cls: 1.7008, loss: 1.7008, grad_norm: 4.8749 2021-01-30 20:16:13,220 - mmaction - INFO - Epoch [80][3740/3757] lr: 1.000e-03, eta: 10:13:20, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6131, loss: 1.6131, grad_norm: 4.5655 2021-01-30 20:16:36,200 - mmaction - INFO - Saving checkpoint at 80 epochs 2021-01-30 20:28:33,069 - mmaction - INFO - Epoch [81][20/3757] lr: 1.000e-04, eta: 10:15:57, time: 35.822, data_time: 35.385, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.6191, loss: 1.6191, grad_norm: 4.6317 2021-01-30 20:28:37,488 - mmaction - INFO - Epoch [81][40/3757] lr: 1.000e-04, eta: 10:15:46, time: 0.225, data_time: 0.008, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6242, loss: 1.6242, grad_norm: 4.5854 2021-01-30 20:28:41,723 - mmaction - INFO - Epoch [81][60/3757] lr: 1.000e-04, eta: 10:15:34, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8141, loss_cls: 1.6732, loss: 1.6732, grad_norm: 4.6645 2021-01-30 20:28:45,840 - mmaction - INFO - Epoch [81][80/3757] lr: 1.000e-04, eta: 10:15:23, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8031, loss_cls: 1.7048, loss: 1.7048, grad_norm: 4.6573 2021-01-30 20:28:50,155 - mmaction - INFO - Epoch [81][100/3757] lr: 1.000e-04, eta: 10:15:12, time: 0.215, data_time: 0.004, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8203, loss_cls: 1.5999, loss: 1.5999, grad_norm: 4.6021 2021-01-30 20:28:54,383 - mmaction - INFO - Epoch [81][120/3757] lr: 1.000e-04, eta: 10:15:01, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8187, loss_cls: 1.6225, loss: 1.6225, grad_norm: 4.6668 2021-01-30 20:28:58,635 - mmaction - INFO - Epoch [81][140/3757] lr: 1.000e-04, eta: 10:14:50, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8383, loss_cls: 1.5862, loss: 1.5862, grad_norm: 4.7169 2021-01-30 20:29:02,772 - mmaction - INFO - Epoch [81][160/3757] lr: 1.000e-04, eta: 10:14:38, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8234, loss_cls: 1.6541, loss: 1.6541, grad_norm: 4.8028 2021-01-30 20:29:06,961 - mmaction - INFO - Epoch [81][180/3757] lr: 1.000e-04, eta: 10:14:27, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8078, loss_cls: 1.6766, loss: 1.6766, grad_norm: 4.6989 2021-01-30 20:29:11,293 - mmaction - INFO - Epoch [81][200/3757] lr: 1.000e-04, eta: 10:14:16, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8227, loss_cls: 1.6339, loss: 1.6339, grad_norm: 4.6902 2021-01-30 20:29:15,480 - mmaction - INFO - Epoch [81][220/3757] lr: 1.000e-04, eta: 10:14:05, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8125, loss_cls: 1.6905, loss: 1.6905, grad_norm: 4.9994 2021-01-30 20:29:19,793 - mmaction - INFO - Epoch [81][240/3757] lr: 1.000e-04, eta: 10:13:53, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8008, loss_cls: 1.7627, loss: 1.7627, grad_norm: 4.8685 2021-01-30 20:29:23,928 - mmaction - INFO - Epoch [81][260/3757] lr: 1.000e-04, eta: 10:13:42, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8250, loss_cls: 1.6518, loss: 1.6518, grad_norm: 4.7825 2021-01-30 20:29:28,317 - mmaction - INFO - Epoch [81][280/3757] lr: 1.000e-04, eta: 10:13:31, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8125, loss_cls: 1.7089, loss: 1.7089, grad_norm: 4.7223 2021-01-30 20:29:32,504 - mmaction - INFO - Epoch [81][300/3757] lr: 1.000e-04, eta: 10:13:20, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6303, loss: 1.6303, grad_norm: 4.7251 2021-01-30 20:29:36,811 - mmaction - INFO - Epoch [81][320/3757] lr: 1.000e-04, eta: 10:13:08, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8125, loss_cls: 1.7017, loss: 1.7017, grad_norm: 4.7173 2021-01-30 20:29:41,302 - mmaction - INFO - Epoch [81][340/3757] lr: 1.000e-04, eta: 10:12:57, time: 0.225, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.6852, loss: 1.6852, grad_norm: 4.7774 2021-01-30 20:29:45,682 - mmaction - INFO - Epoch [81][360/3757] lr: 1.000e-04, eta: 10:12:46, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8227, loss_cls: 1.6013, loss: 1.6013, grad_norm: 4.6204 2021-01-30 20:29:50,092 - mmaction - INFO - Epoch [81][380/3757] lr: 1.000e-04, eta: 10:12:35, time: 0.221, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6804, loss: 1.6804, grad_norm: 4.7378 2021-01-30 20:29:54,392 - mmaction - INFO - Epoch [81][400/3757] lr: 1.000e-04, eta: 10:12:24, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.6108, loss: 1.6108, grad_norm: 4.7221 2021-01-30 20:29:59,045 - mmaction - INFO - Epoch [81][420/3757] lr: 1.000e-04, eta: 10:12:13, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8281, loss_cls: 1.6241, loss: 1.6241, grad_norm: 4.5713 2021-01-30 20:30:03,440 - mmaction - INFO - Epoch [81][440/3757] lr: 1.000e-04, eta: 10:12:01, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8273, loss_cls: 1.6163, loss: 1.6163, grad_norm: 4.6856 2021-01-30 20:30:07,841 - mmaction - INFO - Epoch [81][460/3757] lr: 1.000e-04, eta: 10:11:50, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8211, loss_cls: 1.6674, loss: 1.6674, grad_norm: 4.8101 2021-01-30 20:30:12,330 - mmaction - INFO - Epoch [81][480/3757] lr: 1.000e-04, eta: 10:11:39, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.5833, loss: 1.5833, grad_norm: 4.5561 2021-01-30 20:30:16,918 - mmaction - INFO - Epoch [81][500/3757] lr: 1.000e-04, eta: 10:11:28, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8305, loss_cls: 1.6088, loss: 1.6088, grad_norm: 4.6474 2021-01-30 20:30:21,634 - mmaction - INFO - Epoch [81][520/3757] lr: 1.000e-04, eta: 10:11:17, time: 0.236, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.5883, loss: 1.5883, grad_norm: 4.6238 2021-01-30 20:30:26,148 - mmaction - INFO - Epoch [81][540/3757] lr: 1.000e-04, eta: 10:11:06, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8320, loss_cls: 1.5651, loss: 1.5651, grad_norm: 4.6068 2021-01-30 20:30:30,739 - mmaction - INFO - Epoch [81][560/3757] lr: 1.000e-04, eta: 10:10:55, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6571, loss: 1.6571, grad_norm: 4.8101 2021-01-30 20:30:35,942 - mmaction - INFO - Epoch [81][580/3757] lr: 1.000e-04, eta: 10:10:44, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8281, loss_cls: 1.6377, loss: 1.6377, grad_norm: 4.8309 2021-01-30 20:30:40,731 - mmaction - INFO - Epoch [81][600/3757] lr: 1.000e-04, eta: 10:10:33, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8117, loss_cls: 1.6236, loss: 1.6236, grad_norm: 4.7724 2021-01-30 20:30:46,175 - mmaction - INFO - Epoch [81][620/3757] lr: 1.000e-04, eta: 10:10:22, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5648, top5_acc: 0.7984, loss_cls: 1.7614, loss: 1.7614, grad_norm: 4.8853 2021-01-30 20:30:50,945 - mmaction - INFO - Epoch [81][640/3757] lr: 1.000e-04, eta: 10:10:11, time: 0.239, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8406, loss_cls: 1.5798, loss: 1.5798, grad_norm: 4.6783 2021-01-30 20:30:56,154 - mmaction - INFO - Epoch [81][660/3757] lr: 1.000e-04, eta: 10:10:00, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8078, loss_cls: 1.6589, loss: 1.6589, grad_norm: 4.7738 2021-01-30 20:31:01,448 - mmaction - INFO - Epoch [81][680/3757] lr: 1.000e-04, eta: 10:09:49, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8156, loss_cls: 1.6171, loss: 1.6171, grad_norm: 4.5941 2021-01-30 20:31:06,736 - mmaction - INFO - Epoch [81][700/3757] lr: 1.000e-04, eta: 10:09:38, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8180, loss_cls: 1.6274, loss: 1.6274, grad_norm: 4.6677 2021-01-30 20:31:11,803 - mmaction - INFO - Epoch [81][720/3757] lr: 1.000e-04, eta: 10:09:27, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8414, loss_cls: 1.5751, loss: 1.5751, grad_norm: 4.7404 2021-01-30 20:31:17,439 - mmaction - INFO - Epoch [81][740/3757] lr: 1.000e-04, eta: 10:09:16, time: 0.282, data_time: 0.004, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8117, loss_cls: 1.6310, loss: 1.6310, grad_norm: 4.6662 2021-01-30 20:31:22,369 - mmaction - INFO - Epoch [81][760/3757] lr: 1.000e-04, eta: 10:09:05, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.7961, loss_cls: 1.7496, loss: 1.7496, grad_norm: 4.8718 2021-01-30 20:31:27,892 - mmaction - INFO - Epoch [81][780/3757] lr: 1.000e-04, eta: 10:08:54, time: 0.277, data_time: 0.004, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8070, loss_cls: 1.7357, loss: 1.7357, grad_norm: 4.8198 2021-01-30 20:31:34,205 - mmaction - INFO - Epoch [81][800/3757] lr: 1.000e-04, eta: 10:08:43, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8203, loss_cls: 1.6578, loss: 1.6578, grad_norm: 4.7531 2021-01-30 20:31:39,542 - mmaction - INFO - Epoch [81][820/3757] lr: 1.000e-04, eta: 10:08:32, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7546, loss: 1.7546, grad_norm: 4.8903 2021-01-30 20:31:45,033 - mmaction - INFO - Epoch [81][840/3757] lr: 1.000e-04, eta: 10:08:21, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5142, loss: 1.5142, grad_norm: 4.5744 2021-01-30 20:31:51,183 - mmaction - INFO - Epoch [81][860/3757] lr: 1.000e-04, eta: 10:08:11, time: 0.308, data_time: 0.005, memory: 3385, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.8153, loss: 1.8153, grad_norm: 4.9851 2021-01-30 20:31:56,892 - mmaction - INFO - Epoch [81][880/3757] lr: 1.000e-04, eta: 10:08:00, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6864, loss: 1.6864, grad_norm: 4.7458 2021-01-30 20:32:02,274 - mmaction - INFO - Epoch [81][900/3757] lr: 1.000e-04, eta: 10:07:49, time: 0.269, data_time: 0.005, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8156, loss_cls: 1.6917, loss: 1.6917, grad_norm: 4.8562 2021-01-30 20:32:08,612 - mmaction - INFO - Epoch [81][920/3757] lr: 1.000e-04, eta: 10:07:38, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8297, loss_cls: 1.6426, loss: 1.6426, grad_norm: 4.7444 2021-01-30 20:32:14,374 - mmaction - INFO - Epoch [81][940/3757] lr: 1.000e-04, eta: 10:07:27, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8195, loss_cls: 1.6753, loss: 1.6753, grad_norm: 4.7190 2021-01-30 20:32:20,394 - mmaction - INFO - Epoch [81][960/3757] lr: 1.000e-04, eta: 10:07:17, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8117, loss_cls: 1.6999, loss: 1.6999, grad_norm: 4.6990 2021-01-30 20:32:25,934 - mmaction - INFO - Epoch [81][980/3757] lr: 1.000e-04, eta: 10:07:06, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8344, loss_cls: 1.5669, loss: 1.5669, grad_norm: 4.7214 2021-01-30 20:32:31,688 - mmaction - INFO - Epoch [81][1000/3757] lr: 1.000e-04, eta: 10:06:55, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.6159, loss: 1.6159, grad_norm: 4.6932 2021-01-30 20:32:37,277 - mmaction - INFO - Epoch [81][1020/3757] lr: 1.000e-04, eta: 10:06:44, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8164, loss_cls: 1.6466, loss: 1.6466, grad_norm: 4.7178 2021-01-30 20:32:43,224 - mmaction - INFO - Epoch [81][1040/3757] lr: 1.000e-04, eta: 10:06:33, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8336, loss_cls: 1.5508, loss: 1.5508, grad_norm: 4.6741 2021-01-30 20:32:48,980 - mmaction - INFO - Epoch [81][1060/3757] lr: 1.000e-04, eta: 10:06:22, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8117, loss_cls: 1.6879, loss: 1.6879, grad_norm: 4.8750 2021-01-30 20:32:54,816 - mmaction - INFO - Epoch [81][1080/3757] lr: 1.000e-04, eta: 10:06:12, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8258, loss_cls: 1.6387, loss: 1.6387, grad_norm: 4.7036 2021-01-30 20:33:00,047 - mmaction - INFO - Epoch [81][1100/3757] lr: 1.000e-04, eta: 10:06:01, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8180, loss_cls: 1.5998, loss: 1.5998, grad_norm: 4.6133 2021-01-30 20:33:05,858 - mmaction - INFO - Epoch [81][1120/3757] lr: 1.000e-04, eta: 10:05:50, time: 0.290, data_time: 0.000, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8164, loss_cls: 1.6460, loss: 1.6460, grad_norm: 4.7428 2021-01-30 20:33:11,660 - mmaction - INFO - Epoch [81][1140/3757] lr: 1.000e-04, eta: 10:05:39, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7945, loss_cls: 1.7171, loss: 1.7171, grad_norm: 4.7815 2021-01-30 20:33:17,766 - mmaction - INFO - Epoch [81][1160/3757] lr: 1.000e-04, eta: 10:05:28, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.5524, loss: 1.5524, grad_norm: 4.5836 2021-01-30 20:33:24,041 - mmaction - INFO - Epoch [81][1180/3757] lr: 1.000e-04, eta: 10:05:18, time: 0.313, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8234, loss_cls: 1.6799, loss: 1.6799, grad_norm: 4.8848 2021-01-30 20:33:29,176 - mmaction - INFO - Epoch [81][1200/3757] lr: 1.000e-04, eta: 10:05:07, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8258, loss_cls: 1.6158, loss: 1.6158, grad_norm: 4.6715 2021-01-30 20:33:35,236 - mmaction - INFO - Epoch [81][1220/3757] lr: 1.000e-04, eta: 10:04:56, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8352, loss_cls: 1.5362, loss: 1.5362, grad_norm: 4.5514 2021-01-30 20:33:41,032 - mmaction - INFO - Epoch [81][1240/3757] lr: 1.000e-04, eta: 10:04:45, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8078, loss_cls: 1.6594, loss: 1.6594, grad_norm: 4.6847 2021-01-30 20:33:47,788 - mmaction - INFO - Epoch [81][1260/3757] lr: 1.000e-04, eta: 10:04:35, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7382, loss: 1.7382, grad_norm: 4.8819 2021-01-30 20:33:53,356 - mmaction - INFO - Epoch [81][1280/3757] lr: 1.000e-04, eta: 10:04:24, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8187, loss_cls: 1.6763, loss: 1.6763, grad_norm: 4.7799 2021-01-30 20:33:59,663 - mmaction - INFO - Epoch [81][1300/3757] lr: 1.000e-04, eta: 10:04:13, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8375, loss_cls: 1.5524, loss: 1.5524, grad_norm: 4.6661 2021-01-30 20:34:06,333 - mmaction - INFO - Epoch [81][1320/3757] lr: 1.000e-04, eta: 10:04:02, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8180, loss_cls: 1.6108, loss: 1.6108, grad_norm: 4.6907 2021-01-30 20:34:12,125 - mmaction - INFO - Epoch [81][1340/3757] lr: 1.000e-04, eta: 10:03:52, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8258, loss_cls: 1.6513, loss: 1.6513, grad_norm: 4.8597 2021-01-30 20:34:18,310 - mmaction - INFO - Epoch [81][1360/3757] lr: 1.000e-04, eta: 10:03:41, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8102, loss_cls: 1.7062, loss: 1.7062, grad_norm: 4.7833 2021-01-30 20:34:24,239 - mmaction - INFO - Epoch [81][1380/3757] lr: 1.000e-04, eta: 10:03:30, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6352, top5_acc: 0.8508, loss_cls: 1.4961, loss: 1.4961, grad_norm: 4.6773 2021-01-30 20:34:30,483 - mmaction - INFO - Epoch [81][1400/3757] lr: 1.000e-04, eta: 10:03:19, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8172, loss_cls: 1.6122, loss: 1.6122, grad_norm: 4.7317 2021-01-30 20:34:36,638 - mmaction - INFO - Epoch [81][1420/3757] lr: 1.000e-04, eta: 10:03:09, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6297, loss: 1.6297, grad_norm: 4.6977 2021-01-30 20:34:42,960 - mmaction - INFO - Epoch [81][1440/3757] lr: 1.000e-04, eta: 10:02:58, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6320, top5_acc: 0.8219, loss_cls: 1.5868, loss: 1.5868, grad_norm: 4.6204 2021-01-30 20:34:48,559 - mmaction - INFO - Epoch [81][1460/3757] lr: 1.000e-04, eta: 10:02:47, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8273, loss_cls: 1.5805, loss: 1.5805, grad_norm: 4.6704 2021-01-30 20:34:54,470 - mmaction - INFO - Epoch [81][1480/3757] lr: 1.000e-04, eta: 10:02:36, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8016, loss_cls: 1.7362, loss: 1.7362, grad_norm: 4.8585 2021-01-30 20:35:00,424 - mmaction - INFO - Epoch [81][1500/3757] lr: 1.000e-04, eta: 10:02:26, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8047, loss_cls: 1.6742, loss: 1.6742, grad_norm: 4.7193 2021-01-30 20:35:07,067 - mmaction - INFO - Epoch [81][1520/3757] lr: 1.000e-04, eta: 10:02:15, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8047, loss_cls: 1.7074, loss: 1.7074, grad_norm: 4.8050 2021-01-30 20:35:12,901 - mmaction - INFO - Epoch [81][1540/3757] lr: 1.000e-04, eta: 10:02:04, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.6723, loss: 1.6723, grad_norm: 4.7154 2021-01-30 20:35:19,059 - mmaction - INFO - Epoch [81][1560/3757] lr: 1.000e-04, eta: 10:01:54, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6615, loss: 1.6615, grad_norm: 4.7750 2021-01-30 20:35:24,357 - mmaction - INFO - Epoch [81][1580/3757] lr: 1.000e-04, eta: 10:01:43, time: 0.265, data_time: 0.004, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8250, loss_cls: 1.5902, loss: 1.5902, grad_norm: 4.6290 2021-01-30 20:35:30,361 - mmaction - INFO - Epoch [81][1600/3757] lr: 1.000e-04, eta: 10:01:32, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8297, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.7547 2021-01-30 20:35:36,455 - mmaction - INFO - Epoch [81][1620/3757] lr: 1.000e-04, eta: 10:01:21, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.6466, loss: 1.6466, grad_norm: 4.7547 2021-01-30 20:35:41,990 - mmaction - INFO - Epoch [81][1640/3757] lr: 1.000e-04, eta: 10:01:10, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8281, loss_cls: 1.6224, loss: 1.6224, grad_norm: 4.8099 2021-01-30 20:35:47,833 - mmaction - INFO - Epoch [81][1660/3757] lr: 1.000e-04, eta: 10:01:00, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8094, loss_cls: 1.6799, loss: 1.6799, grad_norm: 4.6707 2021-01-30 20:35:54,702 - mmaction - INFO - Epoch [81][1680/3757] lr: 1.000e-04, eta: 10:00:49, time: 0.344, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8039, loss_cls: 1.6753, loss: 1.6753, grad_norm: 4.7604 2021-01-30 20:36:01,371 - mmaction - INFO - Epoch [81][1700/3757] lr: 1.000e-04, eta: 10:00:38, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8109, loss_cls: 1.7025, loss: 1.7025, grad_norm: 4.6989 2021-01-30 20:36:07,103 - mmaction - INFO - Epoch [81][1720/3757] lr: 1.000e-04, eta: 10:00:28, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8078, loss_cls: 1.6696, loss: 1.6696, grad_norm: 4.8146 2021-01-30 20:36:13,779 - mmaction - INFO - Epoch [81][1740/3757] lr: 1.000e-04, eta: 10:00:17, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8133, loss_cls: 1.6622, loss: 1.6622, grad_norm: 4.7664 2021-01-30 20:36:19,774 - mmaction - INFO - Epoch [81][1760/3757] lr: 1.000e-04, eta: 10:00:06, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8258, loss_cls: 1.6871, loss: 1.6871, grad_norm: 4.8631 2021-01-30 20:36:25,025 - mmaction - INFO - Epoch [81][1780/3757] lr: 1.000e-04, eta: 9:59:55, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8133, loss_cls: 1.7263, loss: 1.7263, grad_norm: 4.8826 2021-01-30 20:36:31,139 - mmaction - INFO - Epoch [81][1800/3757] lr: 1.000e-04, eta: 9:59:45, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8219, loss_cls: 1.6122, loss: 1.6122, grad_norm: 4.6962 2021-01-30 20:36:37,397 - mmaction - INFO - Epoch [81][1820/3757] lr: 1.000e-04, eta: 9:59:34, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8000, loss_cls: 1.6854, loss: 1.6854, grad_norm: 4.7862 2021-01-30 20:36:43,436 - mmaction - INFO - Epoch [81][1840/3757] lr: 1.000e-04, eta: 9:59:23, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8187, loss_cls: 1.6410, loss: 1.6410, grad_norm: 4.7435 2021-01-30 20:36:49,130 - mmaction - INFO - Epoch [81][1860/3757] lr: 1.000e-04, eta: 9:59:13, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8359, loss_cls: 1.5781, loss: 1.5781, grad_norm: 4.6267 2021-01-30 20:36:55,200 - mmaction - INFO - Epoch [81][1880/3757] lr: 1.000e-04, eta: 9:59:02, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.5678, loss: 1.5678, grad_norm: 4.6344 2021-01-30 20:37:01,206 - mmaction - INFO - Epoch [81][1900/3757] lr: 1.000e-04, eta: 9:58:51, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8367, loss_cls: 1.5509, loss: 1.5509, grad_norm: 4.6840 2021-01-30 20:37:07,336 - mmaction - INFO - Epoch [81][1920/3757] lr: 1.000e-04, eta: 9:58:40, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.6855, loss: 1.6855, grad_norm: 4.7639 2021-01-30 20:37:13,713 - mmaction - INFO - Epoch [81][1940/3757] lr: 1.000e-04, eta: 9:58:30, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8195, loss_cls: 1.6125, loss: 1.6125, grad_norm: 4.6779 2021-01-30 20:37:20,232 - mmaction - INFO - Epoch [81][1960/3757] lr: 1.000e-04, eta: 9:58:19, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8078, loss_cls: 1.7152, loss: 1.7152, grad_norm: 4.7725 2021-01-30 20:37:26,004 - mmaction - INFO - Epoch [81][1980/3757] lr: 1.000e-04, eta: 9:58:08, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8156, loss_cls: 1.7501, loss: 1.7501, grad_norm: 4.9178 2021-01-30 20:37:32,277 - mmaction - INFO - Epoch [81][2000/3757] lr: 1.000e-04, eta: 9:57:58, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8211, loss_cls: 1.5802, loss: 1.5802, grad_norm: 4.6571 2021-01-30 20:37:38,426 - mmaction - INFO - Epoch [81][2020/3757] lr: 1.000e-04, eta: 9:57:47, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8172, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.7263 2021-01-30 20:37:44,144 - mmaction - INFO - Epoch [81][2040/3757] lr: 1.000e-04, eta: 9:57:36, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8055, loss_cls: 1.7213, loss: 1.7213, grad_norm: 4.8956 2021-01-30 20:37:50,114 - mmaction - INFO - Epoch [81][2060/3757] lr: 1.000e-04, eta: 9:57:25, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7984, loss_cls: 1.7453, loss: 1.7453, grad_norm: 4.8498 2021-01-30 20:37:56,363 - mmaction - INFO - Epoch [81][2080/3757] lr: 1.000e-04, eta: 9:57:15, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8180, loss_cls: 1.6243, loss: 1.6243, grad_norm: 4.6229 2021-01-30 20:38:02,635 - mmaction - INFO - Epoch [81][2100/3757] lr: 1.000e-04, eta: 9:57:04, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8109, loss_cls: 1.6542, loss: 1.6542, grad_norm: 4.6738 2021-01-30 20:38:07,920 - mmaction - INFO - Epoch [81][2120/3757] lr: 1.000e-04, eta: 9:56:53, time: 0.266, data_time: 0.004, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.7025, loss: 1.7025, grad_norm: 4.8348 2021-01-30 20:38:13,962 - mmaction - INFO - Epoch [81][2140/3757] lr: 1.000e-04, eta: 9:56:42, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.6730, loss: 1.6730, grad_norm: 4.7866 2021-01-30 20:38:19,987 - mmaction - INFO - Epoch [81][2160/3757] lr: 1.000e-04, eta: 9:56:32, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8141, loss_cls: 1.6590, loss: 1.6590, grad_norm: 4.8842 2021-01-30 20:38:26,042 - mmaction - INFO - Epoch [81][2180/3757] lr: 1.000e-04, eta: 9:56:21, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8164, loss_cls: 1.5807, loss: 1.5807, grad_norm: 4.6074 2021-01-30 20:38:32,678 - mmaction - INFO - Epoch [81][2200/3757] lr: 1.000e-04, eta: 9:56:10, time: 0.332, data_time: 0.004, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8148, loss_cls: 1.6564, loss: 1.6564, grad_norm: 4.7753 2021-01-30 20:38:38,200 - mmaction - INFO - Epoch [81][2220/3757] lr: 1.000e-04, eta: 9:56:00, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8164, loss_cls: 1.6360, loss: 1.6360, grad_norm: 4.7147 2021-01-30 20:38:44,483 - mmaction - INFO - Epoch [81][2240/3757] lr: 1.000e-04, eta: 9:55:49, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8117, loss_cls: 1.7444, loss: 1.7444, grad_norm: 4.8737 2021-01-30 20:38:50,266 - mmaction - INFO - Epoch [81][2260/3757] lr: 1.000e-04, eta: 9:55:38, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8195, loss_cls: 1.6630, loss: 1.6630, grad_norm: 4.8379 2021-01-30 20:38:56,194 - mmaction - INFO - Epoch [81][2280/3757] lr: 1.000e-04, eta: 9:55:27, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8078, loss_cls: 1.6460, loss: 1.6460, grad_norm: 4.7152 2021-01-30 20:39:02,186 - mmaction - INFO - Epoch [81][2300/3757] lr: 1.000e-04, eta: 9:55:17, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7440, loss: 1.7440, grad_norm: 4.8333 2021-01-30 20:39:09,154 - mmaction - INFO - Epoch [81][2320/3757] lr: 1.000e-04, eta: 9:55:06, time: 0.348, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7984, loss_cls: 1.7396, loss: 1.7396, grad_norm: 4.7528 2021-01-30 20:39:15,149 - mmaction - INFO - Epoch [81][2340/3757] lr: 1.000e-04, eta: 9:54:56, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.6627, loss: 1.6627, grad_norm: 4.6806 2021-01-30 20:39:21,142 - mmaction - INFO - Epoch [81][2360/3757] lr: 1.000e-04, eta: 9:54:45, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8234, loss_cls: 1.6296, loss: 1.6296, grad_norm: 4.7300 2021-01-30 20:39:26,491 - mmaction - INFO - Epoch [81][2380/3757] lr: 1.000e-04, eta: 9:54:34, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8102, loss_cls: 1.6545, loss: 1.6545, grad_norm: 4.6658 2021-01-30 20:39:32,127 - mmaction - INFO - Epoch [81][2400/3757] lr: 1.000e-04, eta: 9:54:23, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8078, loss_cls: 1.7117, loss: 1.7117, grad_norm: 4.8211 2021-01-30 20:39:38,560 - mmaction - INFO - Epoch [81][2420/3757] lr: 1.000e-04, eta: 9:54:12, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8242, loss_cls: 1.5912, loss: 1.5912, grad_norm: 4.6478 2021-01-30 20:39:44,751 - mmaction - INFO - Epoch [81][2440/3757] lr: 1.000e-04, eta: 9:54:02, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8094, loss_cls: 1.7218, loss: 1.7218, grad_norm: 4.8224 2021-01-30 20:39:50,420 - mmaction - INFO - Epoch [81][2460/3757] lr: 1.000e-04, eta: 9:53:51, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8234, loss_cls: 1.6738, loss: 1.6738, grad_norm: 4.7250 2021-01-30 20:39:56,689 - mmaction - INFO - Epoch [81][2480/3757] lr: 1.000e-04, eta: 9:53:40, time: 0.313, data_time: 0.000, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8344, loss_cls: 1.5861, loss: 1.5861, grad_norm: 4.6279 2021-01-30 20:40:03,284 - mmaction - INFO - Epoch [81][2500/3757] lr: 1.000e-04, eta: 9:53:30, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8086, loss_cls: 1.6437, loss: 1.6437, grad_norm: 4.7839 2021-01-30 20:40:08,864 - mmaction - INFO - Epoch [81][2520/3757] lr: 1.000e-04, eta: 9:53:19, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8047, loss_cls: 1.7270, loss: 1.7270, grad_norm: 4.8033 2021-01-30 20:40:15,267 - mmaction - INFO - Epoch [81][2540/3757] lr: 1.000e-04, eta: 9:53:08, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8078, loss_cls: 1.6786, loss: 1.6786, grad_norm: 4.7512 2021-01-30 20:40:21,203 - mmaction - INFO - Epoch [81][2560/3757] lr: 1.000e-04, eta: 9:52:58, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8258, loss_cls: 1.5934, loss: 1.5934, grad_norm: 4.6423 2021-01-30 20:40:27,049 - mmaction - INFO - Epoch [81][2580/3757] lr: 1.000e-04, eta: 9:52:47, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8219, loss_cls: 1.6513, loss: 1.6513, grad_norm: 4.6463 2021-01-30 20:40:33,359 - mmaction - INFO - Epoch [81][2600/3757] lr: 1.000e-04, eta: 9:52:36, time: 0.316, data_time: 0.003, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8164, loss_cls: 1.6466, loss: 1.6466, grad_norm: 4.7436 2021-01-30 20:40:39,391 - mmaction - INFO - Epoch [81][2620/3757] lr: 1.000e-04, eta: 9:52:26, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8102, loss_cls: 1.6695, loss: 1.6695, grad_norm: 4.7516 2021-01-30 20:40:45,321 - mmaction - INFO - Epoch [81][2640/3757] lr: 1.000e-04, eta: 9:52:15, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.7700, loss: 1.7700, grad_norm: 4.8369 2021-01-30 20:40:51,593 - mmaction - INFO - Epoch [81][2660/3757] lr: 1.000e-04, eta: 9:52:04, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7235, loss: 1.7235, grad_norm: 4.8086 2021-01-30 20:40:56,938 - mmaction - INFO - Epoch [81][2680/3757] lr: 1.000e-04, eta: 9:51:53, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8047, loss_cls: 1.6956, loss: 1.6956, grad_norm: 4.7668 2021-01-30 20:41:03,319 - mmaction - INFO - Epoch [81][2700/3757] lr: 1.000e-04, eta: 9:51:43, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.6278, loss: 1.6278, grad_norm: 4.7005 2021-01-30 20:41:08,888 - mmaction - INFO - Epoch [81][2720/3757] lr: 1.000e-04, eta: 9:51:32, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8258, loss_cls: 1.6557, loss: 1.6557, grad_norm: 4.7001 2021-01-30 20:41:15,102 - mmaction - INFO - Epoch [81][2740/3757] lr: 1.000e-04, eta: 9:51:21, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7450, loss: 1.7450, grad_norm: 4.7346 2021-01-30 20:41:20,705 - mmaction - INFO - Epoch [81][2760/3757] lr: 1.000e-04, eta: 9:51:10, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8258, loss_cls: 1.6661, loss: 1.6661, grad_norm: 4.8012 2021-01-30 20:41:26,842 - mmaction - INFO - Epoch [81][2780/3757] lr: 1.000e-04, eta: 9:51:00, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.6454, loss: 1.6454, grad_norm: 4.7092 2021-01-30 20:41:33,337 - mmaction - INFO - Epoch [81][2800/3757] lr: 1.000e-04, eta: 9:50:49, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8086, loss_cls: 1.6991, loss: 1.6991, grad_norm: 4.7023 2021-01-30 20:41:39,922 - mmaction - INFO - Epoch [81][2820/3757] lr: 1.000e-04, eta: 9:50:39, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8258, loss_cls: 1.6797, loss: 1.6797, grad_norm: 4.7374 2021-01-30 20:41:45,538 - mmaction - INFO - Epoch [81][2840/3757] lr: 1.000e-04, eta: 9:50:28, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6278, loss: 1.6278, grad_norm: 4.7737 2021-01-30 20:41:51,920 - mmaction - INFO - Epoch [81][2860/3757] lr: 1.000e-04, eta: 9:50:17, time: 0.319, data_time: 0.003, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8102, loss_cls: 1.6602, loss: 1.6602, grad_norm: 4.7218 2021-01-30 20:41:57,455 - mmaction - INFO - Epoch [81][2880/3757] lr: 1.000e-04, eta: 9:50:06, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8367, loss_cls: 1.6473, loss: 1.6473, grad_norm: 4.7879 2021-01-30 20:42:03,530 - mmaction - INFO - Epoch [81][2900/3757] lr: 1.000e-04, eta: 9:49:56, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8328, loss_cls: 1.6167, loss: 1.6167, grad_norm: 4.7498 2021-01-30 20:42:09,842 - mmaction - INFO - Epoch [81][2920/3757] lr: 1.000e-04, eta: 9:49:45, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8305, loss_cls: 1.5804, loss: 1.5804, grad_norm: 4.6369 2021-01-30 20:42:16,253 - mmaction - INFO - Epoch [81][2940/3757] lr: 1.000e-04, eta: 9:49:34, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8273, loss_cls: 1.6315, loss: 1.6315, grad_norm: 4.7630 2021-01-30 20:42:21,950 - mmaction - INFO - Epoch [81][2960/3757] lr: 1.000e-04, eta: 9:49:24, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.7527, loss: 1.7527, grad_norm: 4.7810 2021-01-30 20:42:27,617 - mmaction - INFO - Epoch [81][2980/3757] lr: 1.000e-04, eta: 9:49:13, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8164, loss_cls: 1.6462, loss: 1.6462, grad_norm: 4.7355 2021-01-30 20:42:33,380 - mmaction - INFO - Epoch [81][3000/3757] lr: 1.000e-04, eta: 9:49:02, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6472, loss: 1.6472, grad_norm: 4.8627 2021-01-30 20:42:38,811 - mmaction - INFO - Epoch [81][3020/3757] lr: 1.000e-04, eta: 9:48:51, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.7992, loss_cls: 1.7085, loss: 1.7085, grad_norm: 4.7399 2021-01-30 20:42:44,861 - mmaction - INFO - Epoch [81][3040/3757] lr: 1.000e-04, eta: 9:48:41, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6435, loss: 1.6435, grad_norm: 4.6839 2021-01-30 20:42:50,878 - mmaction - INFO - Epoch [81][3060/3757] lr: 1.000e-04, eta: 9:48:30, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8273, loss_cls: 1.6256, loss: 1.6256, grad_norm: 4.7506 2021-01-30 20:42:56,908 - mmaction - INFO - Epoch [81][3080/3757] lr: 1.000e-04, eta: 9:48:19, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6464, loss: 1.6464, grad_norm: 4.7455 2021-01-30 20:43:02,623 - mmaction - INFO - Epoch [81][3100/3757] lr: 1.000e-04, eta: 9:48:08, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8258, loss_cls: 1.5934, loss: 1.5934, grad_norm: 4.7437 2021-01-30 20:43:08,504 - mmaction - INFO - Epoch [81][3120/3757] lr: 1.000e-04, eta: 9:47:58, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8305, loss_cls: 1.6264, loss: 1.6264, grad_norm: 4.6658 2021-01-30 20:43:14,762 - mmaction - INFO - Epoch [81][3140/3757] lr: 1.000e-04, eta: 9:47:47, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.7117, loss: 1.7117, grad_norm: 4.7928 2021-01-30 20:43:20,545 - mmaction - INFO - Epoch [81][3160/3757] lr: 1.000e-04, eta: 9:47:36, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.6818, loss: 1.6818, grad_norm: 4.8424 2021-01-30 20:43:26,490 - mmaction - INFO - Epoch [81][3180/3757] lr: 1.000e-04, eta: 9:47:26, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8039, loss_cls: 1.7326, loss: 1.7326, grad_norm: 4.8362 2021-01-30 20:43:32,148 - mmaction - INFO - Epoch [81][3200/3757] lr: 1.000e-04, eta: 9:47:15, time: 0.283, data_time: 0.004, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6409, loss: 1.6409, grad_norm: 4.6682 2021-01-30 20:43:38,199 - mmaction - INFO - Epoch [81][3220/3757] lr: 1.000e-04, eta: 9:47:04, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8336, loss_cls: 1.6000, loss: 1.6000, grad_norm: 4.7460 2021-01-30 20:43:44,464 - mmaction - INFO - Epoch [81][3240/3757] lr: 1.000e-04, eta: 9:46:54, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.6153, loss: 1.6153, grad_norm: 4.6735 2021-01-30 20:43:50,993 - mmaction - INFO - Epoch [81][3260/3757] lr: 1.000e-04, eta: 9:46:43, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8219, loss_cls: 1.5960, loss: 1.5960, grad_norm: 4.6211 2021-01-30 20:43:56,983 - mmaction - INFO - Epoch [81][3280/3757] lr: 1.000e-04, eta: 9:46:32, time: 0.299, data_time: 0.004, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6577, loss: 1.6577, grad_norm: 4.8958 2021-01-30 20:44:02,670 - mmaction - INFO - Epoch [81][3300/3757] lr: 1.000e-04, eta: 9:46:21, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8219, loss_cls: 1.5947, loss: 1.5947, grad_norm: 4.6678 2021-01-30 20:44:08,220 - mmaction - INFO - Epoch [81][3320/3757] lr: 1.000e-04, eta: 9:46:11, time: 0.280, data_time: 0.006, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.6699, loss: 1.6699, grad_norm: 4.6896 2021-01-30 20:44:13,302 - mmaction - INFO - Epoch [81][3340/3757] lr: 1.000e-04, eta: 9:46:00, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8211, loss_cls: 1.6144, loss: 1.6144, grad_norm: 4.6647 2021-01-30 20:44:19,093 - mmaction - INFO - Epoch [81][3360/3757] lr: 1.000e-04, eta: 9:45:49, time: 0.289, data_time: 0.005, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.6068, loss: 1.6068, grad_norm: 4.6609 2021-01-30 20:44:25,224 - mmaction - INFO - Epoch [81][3380/3757] lr: 1.000e-04, eta: 9:45:38, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8297, loss_cls: 1.6286, loss: 1.6286, grad_norm: 4.7495 2021-01-30 20:44:30,830 - mmaction - INFO - Epoch [81][3400/3757] lr: 1.000e-04, eta: 9:45:28, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.5549, loss: 1.5549, grad_norm: 4.5733 2021-01-30 20:44:36,970 - mmaction - INFO - Epoch [81][3420/3757] lr: 1.000e-04, eta: 9:45:17, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.7984, loss_cls: 1.7286, loss: 1.7286, grad_norm: 4.9144 2021-01-30 20:44:43,394 - mmaction - INFO - Epoch [81][3440/3757] lr: 1.000e-04, eta: 9:45:06, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.7108, loss: 1.7108, grad_norm: 4.8537 2021-01-30 20:44:48,739 - mmaction - INFO - Epoch [81][3460/3757] lr: 1.000e-04, eta: 9:44:56, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8102, loss_cls: 1.7135, loss: 1.7135, grad_norm: 4.8319 2021-01-30 20:44:54,604 - mmaction - INFO - Epoch [81][3480/3757] lr: 1.000e-04, eta: 9:44:45, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8266, loss_cls: 1.5932, loss: 1.5932, grad_norm: 4.6399 2021-01-30 20:44:59,933 - mmaction - INFO - Epoch [81][3500/3757] lr: 1.000e-04, eta: 9:44:34, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8305, loss_cls: 1.6385, loss: 1.6385, grad_norm: 4.9262 2021-01-30 20:45:06,510 - mmaction - INFO - Epoch [81][3520/3757] lr: 1.000e-04, eta: 9:44:23, time: 0.329, data_time: 0.004, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8344, loss_cls: 1.5430, loss: 1.5430, grad_norm: 4.6145 2021-01-30 20:45:13,191 - mmaction - INFO - Epoch [81][3540/3757] lr: 1.000e-04, eta: 9:44:13, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8070, loss_cls: 1.6752, loss: 1.6752, grad_norm: 4.6964 2021-01-30 20:45:19,091 - mmaction - INFO - Epoch [81][3560/3757] lr: 1.000e-04, eta: 9:44:02, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8242, loss_cls: 1.6117, loss: 1.6117, grad_norm: 4.6960 2021-01-30 20:45:24,798 - mmaction - INFO - Epoch [81][3580/3757] lr: 1.000e-04, eta: 9:43:51, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6753, loss: 1.6753, grad_norm: 4.7664 2021-01-30 20:45:30,880 - mmaction - INFO - Epoch [81][3600/3757] lr: 1.000e-04, eta: 9:43:41, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8203, loss_cls: 1.6848, loss: 1.6848, grad_norm: 4.7783 2021-01-30 20:45:36,746 - mmaction - INFO - Epoch [81][3620/3757] lr: 1.000e-04, eta: 9:43:30, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8266, loss_cls: 1.6296, loss: 1.6296, grad_norm: 4.7744 2021-01-30 20:45:41,874 - mmaction - INFO - Epoch [81][3640/3757] lr: 1.000e-04, eta: 9:43:19, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8078, loss_cls: 1.6847, loss: 1.6847, grad_norm: 4.7866 2021-01-30 20:45:47,864 - mmaction - INFO - Epoch [81][3660/3757] lr: 1.000e-04, eta: 9:43:08, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.6916, loss: 1.6916, grad_norm: 4.8204 2021-01-30 20:45:53,706 - mmaction - INFO - Epoch [81][3680/3757] lr: 1.000e-04, eta: 9:42:58, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8422, loss_cls: 1.5640, loss: 1.5640, grad_norm: 4.6514 2021-01-30 20:45:59,247 - mmaction - INFO - Epoch [81][3700/3757] lr: 1.000e-04, eta: 9:42:47, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.6825, loss: 1.6825, grad_norm: 4.6935 2021-01-30 20:46:05,206 - mmaction - INFO - Epoch [81][3720/3757] lr: 1.000e-04, eta: 9:42:36, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.6086, loss: 1.6086, grad_norm: 4.7182 2021-01-30 20:46:10,947 - mmaction - INFO - Epoch [81][3740/3757] lr: 1.000e-04, eta: 9:42:26, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8039, loss_cls: 1.6782, loss: 1.6782, grad_norm: 4.7932 2021-01-30 20:46:31,716 - mmaction - INFO - Saving checkpoint at 81 epochs 2021-01-30 20:58:04,271 - mmaction - INFO - Epoch [82][20/3757] lr: 1.000e-04, eta: 9:44:45, time: 34.601, data_time: 34.248, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8219, loss_cls: 1.5754, loss: 1.5754, grad_norm: 4.6561 2021-01-30 20:58:08,441 - mmaction - INFO - Epoch [82][40/3757] lr: 1.000e-04, eta: 9:44:34, time: 0.220, data_time: 0.014, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.6523, loss: 1.6523, grad_norm: 4.7824 2021-01-30 20:58:12,556 - mmaction - INFO - Epoch [82][60/3757] lr: 1.000e-04, eta: 9:44:23, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.7992, loss_cls: 1.7070, loss: 1.7070, grad_norm: 4.8533 2021-01-30 20:58:16,698 - mmaction - INFO - Epoch [82][80/3757] lr: 1.000e-04, eta: 9:44:12, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.6819, loss: 1.6819, grad_norm: 4.7462 2021-01-30 20:58:20,950 - mmaction - INFO - Epoch [82][100/3757] lr: 1.000e-04, eta: 9:44:01, time: 0.213, data_time: 0.004, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8070, loss_cls: 1.6833, loss: 1.6833, grad_norm: 4.7131 2021-01-30 20:58:25,100 - mmaction - INFO - Epoch [82][120/3757] lr: 1.000e-04, eta: 9:43:50, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.6679, loss: 1.6679, grad_norm: 4.7688 2021-01-30 20:58:29,345 - mmaction - INFO - Epoch [82][140/3757] lr: 1.000e-04, eta: 9:43:39, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.6659, loss: 1.6659, grad_norm: 4.6812 2021-01-30 20:58:33,455 - mmaction - INFO - Epoch [82][160/3757] lr: 1.000e-04, eta: 9:43:27, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8211, loss_cls: 1.5999, loss: 1.5999, grad_norm: 4.7224 2021-01-30 20:58:37,665 - mmaction - INFO - Epoch [82][180/3757] lr: 1.000e-04, eta: 9:43:16, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6815, loss: 1.6815, grad_norm: 4.7925 2021-01-30 20:58:41,967 - mmaction - INFO - Epoch [82][200/3757] lr: 1.000e-04, eta: 9:43:05, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8156, loss_cls: 1.6000, loss: 1.6000, grad_norm: 4.7254 2021-01-30 20:58:46,150 - mmaction - INFO - Epoch [82][220/3757] lr: 1.000e-04, eta: 9:42:54, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8109, loss_cls: 1.6516, loss: 1.6516, grad_norm: 4.7659 2021-01-30 20:58:50,502 - mmaction - INFO - Epoch [82][240/3757] lr: 1.000e-04, eta: 9:42:43, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8180, loss_cls: 1.5938, loss: 1.5938, grad_norm: 4.6919 2021-01-30 20:58:54,696 - mmaction - INFO - Epoch [82][260/3757] lr: 1.000e-04, eta: 9:42:32, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8438, loss_cls: 1.5189, loss: 1.5189, grad_norm: 4.6529 2021-01-30 20:58:58,905 - mmaction - INFO - Epoch [82][280/3757] lr: 1.000e-04, eta: 9:42:21, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8016, loss_cls: 1.7176, loss: 1.7176, grad_norm: 4.8158 2021-01-30 20:59:03,190 - mmaction - INFO - Epoch [82][300/3757] lr: 1.000e-04, eta: 9:42:09, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8102, loss_cls: 1.6586, loss: 1.6586, grad_norm: 4.6814 2021-01-30 20:59:07,499 - mmaction - INFO - Epoch [82][320/3757] lr: 1.000e-04, eta: 9:41:58, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8273, loss_cls: 1.6159, loss: 1.6159, grad_norm: 4.6653 2021-01-30 20:59:11,832 - mmaction - INFO - Epoch [82][340/3757] lr: 1.000e-04, eta: 9:41:47, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8203, loss_cls: 1.5747, loss: 1.5747, grad_norm: 4.6043 2021-01-30 20:59:16,143 - mmaction - INFO - Epoch [82][360/3757] lr: 1.000e-04, eta: 9:41:36, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8336, loss_cls: 1.6616, loss: 1.6616, grad_norm: 4.8497 2021-01-30 20:59:20,676 - mmaction - INFO - Epoch [82][380/3757] lr: 1.000e-04, eta: 9:41:25, time: 0.226, data_time: 0.000, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8172, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.8481 2021-01-30 20:59:25,123 - mmaction - INFO - Epoch [82][400/3757] lr: 1.000e-04, eta: 9:41:14, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8109, loss_cls: 1.6834, loss: 1.6834, grad_norm: 4.8032 2021-01-30 20:59:29,562 - mmaction - INFO - Epoch [82][420/3757] lr: 1.000e-04, eta: 9:41:03, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8258, loss_cls: 1.5392, loss: 1.5392, grad_norm: 4.5601 2021-01-30 20:59:33,958 - mmaction - INFO - Epoch [82][440/3757] lr: 1.000e-04, eta: 9:40:52, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8227, loss_cls: 1.5948, loss: 1.5948, grad_norm: 4.6767 2021-01-30 20:59:38,409 - mmaction - INFO - Epoch [82][460/3757] lr: 1.000e-04, eta: 9:40:41, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8273, loss_cls: 1.6272, loss: 1.6272, grad_norm: 4.7984 2021-01-30 20:59:43,004 - mmaction - INFO - Epoch [82][480/3757] lr: 1.000e-04, eta: 9:40:30, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8195, loss_cls: 1.6475, loss: 1.6475, grad_norm: 4.8240 2021-01-30 20:59:48,111 - mmaction - INFO - Epoch [82][500/3757] lr: 1.000e-04, eta: 9:40:19, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.6247, loss: 1.6247, grad_norm: 4.7681 2021-01-30 20:59:52,613 - mmaction - INFO - Epoch [82][520/3757] lr: 1.000e-04, eta: 9:40:08, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8172, loss_cls: 1.6026, loss: 1.6026, grad_norm: 4.7104 2021-01-30 20:59:57,493 - mmaction - INFO - Epoch [82][540/3757] lr: 1.000e-04, eta: 9:39:57, time: 0.244, data_time: 0.002, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5917, loss: 1.5917, grad_norm: 4.7420 2021-01-30 21:00:02,090 - mmaction - INFO - Epoch [82][560/3757] lr: 1.000e-04, eta: 9:39:46, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8266, loss_cls: 1.6185, loss: 1.6185, grad_norm: 4.7052 2021-01-30 21:00:10,172 - mmaction - INFO - Epoch [82][580/3757] lr: 1.000e-04, eta: 9:39:35, time: 0.397, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8242, loss_cls: 1.6630, loss: 1.6630, grad_norm: 4.8541 2021-01-30 21:00:15,174 - mmaction - INFO - Epoch [82][600/3757] lr: 1.000e-04, eta: 9:39:25, time: 0.257, data_time: 0.009, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8227, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.7410 2021-01-30 21:00:19,813 - mmaction - INFO - Epoch [82][620/3757] lr: 1.000e-04, eta: 9:39:14, time: 0.232, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7977, loss_cls: 1.7335, loss: 1.7335, grad_norm: 4.8895 2021-01-30 21:00:24,634 - mmaction - INFO - Epoch [82][640/3757] lr: 1.000e-04, eta: 9:39:03, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8305, loss_cls: 1.6028, loss: 1.6028, grad_norm: 4.6420 2021-01-30 21:00:30,163 - mmaction - INFO - Epoch [82][660/3757] lr: 1.000e-04, eta: 9:38:52, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8234, loss_cls: 1.5694, loss: 1.5694, grad_norm: 4.6748 2021-01-30 21:00:35,157 - mmaction - INFO - Epoch [82][680/3757] lr: 1.000e-04, eta: 9:38:41, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8148, loss_cls: 1.6347, loss: 1.6347, grad_norm: 4.6500 2021-01-30 21:00:40,392 - mmaction - INFO - Epoch [82][700/3757] lr: 1.000e-04, eta: 9:38:30, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6114, loss: 1.6114, grad_norm: 4.7581 2021-01-30 21:00:46,102 - mmaction - INFO - Epoch [82][720/3757] lr: 1.000e-04, eta: 9:38:19, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7961, loss_cls: 1.7337, loss: 1.7337, grad_norm: 4.8209 2021-01-30 21:00:51,628 - mmaction - INFO - Epoch [82][740/3757] lr: 1.000e-04, eta: 9:38:08, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8141, loss_cls: 1.6477, loss: 1.6477, grad_norm: 4.7998 2021-01-30 21:00:56,681 - mmaction - INFO - Epoch [82][760/3757] lr: 1.000e-04, eta: 9:37:57, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8273, loss_cls: 1.5424, loss: 1.5424, grad_norm: 4.5118 2021-01-30 21:01:02,494 - mmaction - INFO - Epoch [82][780/3757] lr: 1.000e-04, eta: 9:37:47, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8289, loss_cls: 1.5751, loss: 1.5751, grad_norm: 4.6858 2021-01-30 21:01:08,430 - mmaction - INFO - Epoch [82][800/3757] lr: 1.000e-04, eta: 9:37:36, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8383, loss_cls: 1.5607, loss: 1.5607, grad_norm: 4.6282 2021-01-30 21:01:13,729 - mmaction - INFO - Epoch [82][820/3757] lr: 1.000e-04, eta: 9:37:25, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.7937, loss_cls: 1.7025, loss: 1.7025, grad_norm: 4.8070 2021-01-30 21:01:19,826 - mmaction - INFO - Epoch [82][840/3757] lr: 1.000e-04, eta: 9:37:14, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8008, loss_cls: 1.6926, loss: 1.6926, grad_norm: 4.6371 2021-01-30 21:01:25,269 - mmaction - INFO - Epoch [82][860/3757] lr: 1.000e-04, eta: 9:37:04, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8187, loss_cls: 1.6980, loss: 1.6980, grad_norm: 4.8910 2021-01-30 21:01:30,495 - mmaction - INFO - Epoch [82][880/3757] lr: 1.000e-04, eta: 9:36:53, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8164, loss_cls: 1.6309, loss: 1.6309, grad_norm: 4.6848 2021-01-30 21:01:36,100 - mmaction - INFO - Epoch [82][900/3757] lr: 1.000e-04, eta: 9:36:42, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8266, loss_cls: 1.6189, loss: 1.6189, grad_norm: 4.6908 2021-01-30 21:01:41,551 - mmaction - INFO - Epoch [82][920/3757] lr: 1.000e-04, eta: 9:36:31, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8187, loss_cls: 1.6634, loss: 1.6634, grad_norm: 4.7110 2021-01-30 21:01:47,610 - mmaction - INFO - Epoch [82][940/3757] lr: 1.000e-04, eta: 9:36:20, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8406, loss_cls: 1.5790, loss: 1.5790, grad_norm: 4.8209 2021-01-30 21:01:53,605 - mmaction - INFO - Epoch [82][960/3757] lr: 1.000e-04, eta: 9:36:10, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6428, loss: 1.6428, grad_norm: 4.7049 2021-01-30 21:01:59,631 - mmaction - INFO - Epoch [82][980/3757] lr: 1.000e-04, eta: 9:35:59, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8352, loss_cls: 1.5811, loss: 1.5811, grad_norm: 4.7561 2021-01-30 21:02:05,285 - mmaction - INFO - Epoch [82][1000/3757] lr: 1.000e-04, eta: 9:35:48, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8078, loss_cls: 1.6938, loss: 1.6938, grad_norm: 4.8071 2021-01-30 21:02:11,379 - mmaction - INFO - Epoch [82][1020/3757] lr: 1.000e-04, eta: 9:35:37, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8195, loss_cls: 1.6202, loss: 1.6202, grad_norm: 4.7502 2021-01-30 21:02:16,552 - mmaction - INFO - Epoch [82][1040/3757] lr: 1.000e-04, eta: 9:35:27, time: 0.259, data_time: 0.003, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.5796, loss: 1.5796, grad_norm: 4.6736 2021-01-30 21:02:22,374 - mmaction - INFO - Epoch [82][1060/3757] lr: 1.000e-04, eta: 9:35:16, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.6399, loss: 1.6399, grad_norm: 4.6889 2021-01-30 21:02:28,351 - mmaction - INFO - Epoch [82][1080/3757] lr: 1.000e-04, eta: 9:35:05, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.6888, loss: 1.6888, grad_norm: 4.7267 2021-01-30 21:02:33,923 - mmaction - INFO - Epoch [82][1100/3757] lr: 1.000e-04, eta: 9:34:54, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5988, loss: 1.5988, grad_norm: 4.6842 2021-01-30 21:02:40,077 - mmaction - INFO - Epoch [82][1120/3757] lr: 1.000e-04, eta: 9:34:44, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8273, loss_cls: 1.5930, loss: 1.5930, grad_norm: 4.7144 2021-01-30 21:02:46,178 - mmaction - INFO - Epoch [82][1140/3757] lr: 1.000e-04, eta: 9:34:33, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7378, loss: 1.7378, grad_norm: 4.8662 2021-01-30 21:02:51,933 - mmaction - INFO - Epoch [82][1160/3757] lr: 1.000e-04, eta: 9:34:22, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7922, loss_cls: 1.7356, loss: 1.7356, grad_norm: 4.9202 2021-01-30 21:02:57,512 - mmaction - INFO - Epoch [82][1180/3757] lr: 1.000e-04, eta: 9:34:12, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8219, loss_cls: 1.5946, loss: 1.5946, grad_norm: 4.7458 2021-01-30 21:03:03,894 - mmaction - INFO - Epoch [82][1200/3757] lr: 1.000e-04, eta: 9:34:01, time: 0.319, data_time: 0.003, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8234, loss_cls: 1.6000, loss: 1.6000, grad_norm: 4.6733 2021-01-30 21:03:09,685 - mmaction - INFO - Epoch [82][1220/3757] lr: 1.000e-04, eta: 9:33:50, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.6324, loss: 1.6324, grad_norm: 4.6571 2021-01-30 21:03:14,942 - mmaction - INFO - Epoch [82][1240/3757] lr: 1.000e-04, eta: 9:33:39, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8211, loss_cls: 1.6630, loss: 1.6630, grad_norm: 4.9104 2021-01-30 21:03:20,926 - mmaction - INFO - Epoch [82][1260/3757] lr: 1.000e-04, eta: 9:33:29, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8234, loss_cls: 1.6373, loss: 1.6373, grad_norm: 4.8400 2021-01-30 21:03:26,680 - mmaction - INFO - Epoch [82][1280/3757] lr: 1.000e-04, eta: 9:33:18, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5549, loss: 1.5549, grad_norm: 4.7240 2021-01-30 21:03:32,282 - mmaction - INFO - Epoch [82][1300/3757] lr: 1.000e-04, eta: 9:33:07, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8336, loss_cls: 1.5985, loss: 1.5985, grad_norm: 4.7905 2021-01-30 21:03:37,539 - mmaction - INFO - Epoch [82][1320/3757] lr: 1.000e-04, eta: 9:32:56, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8203, loss_cls: 1.6129, loss: 1.6129, grad_norm: 4.7230 2021-01-30 21:03:44,364 - mmaction - INFO - Epoch [82][1340/3757] lr: 1.000e-04, eta: 9:32:46, time: 0.341, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8078, loss_cls: 1.7081, loss: 1.7081, grad_norm: 4.7850 2021-01-30 21:03:50,628 - mmaction - INFO - Epoch [82][1360/3757] lr: 1.000e-04, eta: 9:32:35, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8219, loss_cls: 1.6276, loss: 1.6276, grad_norm: 4.7847 2021-01-30 21:03:56,260 - mmaction - INFO - Epoch [82][1380/3757] lr: 1.000e-04, eta: 9:32:24, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8078, loss_cls: 1.7132, loss: 1.7132, grad_norm: 4.7694 2021-01-30 21:04:01,977 - mmaction - INFO - Epoch [82][1400/3757] lr: 1.000e-04, eta: 9:32:14, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8180, loss_cls: 1.6081, loss: 1.6081, grad_norm: 4.6965 2021-01-30 21:04:08,000 - mmaction - INFO - Epoch [82][1420/3757] lr: 1.000e-04, eta: 9:32:03, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8023, loss_cls: 1.6902, loss: 1.6902, grad_norm: 4.7766 2021-01-30 21:04:13,555 - mmaction - INFO - Epoch [82][1440/3757] lr: 1.000e-04, eta: 9:31:52, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8258, loss_cls: 1.6396, loss: 1.6396, grad_norm: 4.7675 2021-01-30 21:04:19,483 - mmaction - INFO - Epoch [82][1460/3757] lr: 1.000e-04, eta: 9:31:41, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8258, loss_cls: 1.6732, loss: 1.6732, grad_norm: 4.7524 2021-01-30 21:04:25,463 - mmaction - INFO - Epoch [82][1480/3757] lr: 1.000e-04, eta: 9:31:31, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8078, loss_cls: 1.6978, loss: 1.6978, grad_norm: 4.8809 2021-01-30 21:04:31,541 - mmaction - INFO - Epoch [82][1500/3757] lr: 1.000e-04, eta: 9:31:20, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8305, loss_cls: 1.5690, loss: 1.5690, grad_norm: 4.6272 2021-01-30 21:04:37,512 - mmaction - INFO - Epoch [82][1520/3757] lr: 1.000e-04, eta: 9:31:09, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8258, loss_cls: 1.6236, loss: 1.6236, grad_norm: 4.7771 2021-01-30 21:04:43,291 - mmaction - INFO - Epoch [82][1540/3757] lr: 1.000e-04, eta: 9:30:59, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.6536, loss: 1.6536, grad_norm: 4.8214 2021-01-30 21:04:49,578 - mmaction - INFO - Epoch [82][1560/3757] lr: 1.000e-04, eta: 9:30:48, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.6885, loss: 1.6885, grad_norm: 4.7830 2021-01-30 21:04:56,223 - mmaction - INFO - Epoch [82][1580/3757] lr: 1.000e-04, eta: 9:30:38, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.6558, loss: 1.6558, grad_norm: 4.7744 2021-01-30 21:05:02,366 - mmaction - INFO - Epoch [82][1600/3757] lr: 1.000e-04, eta: 9:30:27, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8008, loss_cls: 1.7127, loss: 1.7127, grad_norm: 4.8266 2021-01-30 21:05:08,129 - mmaction - INFO - Epoch [82][1620/3757] lr: 1.000e-04, eta: 9:30:16, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8164, loss_cls: 1.6735, loss: 1.6735, grad_norm: 4.7885 2021-01-30 21:05:14,292 - mmaction - INFO - Epoch [82][1640/3757] lr: 1.000e-04, eta: 9:30:05, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.7952, loss: 1.7952, grad_norm: 4.8506 2021-01-30 21:05:20,655 - mmaction - INFO - Epoch [82][1660/3757] lr: 1.000e-04, eta: 9:29:55, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8141, loss_cls: 1.6820, loss: 1.6820, grad_norm: 4.8268 2021-01-30 21:05:26,559 - mmaction - INFO - Epoch [82][1680/3757] lr: 1.000e-04, eta: 9:29:44, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.8665 2021-01-30 21:05:32,995 - mmaction - INFO - Epoch [82][1700/3757] lr: 1.000e-04, eta: 9:29:34, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8180, loss_cls: 1.6070, loss: 1.6070, grad_norm: 4.6290 2021-01-30 21:05:39,310 - mmaction - INFO - Epoch [82][1720/3757] lr: 1.000e-04, eta: 9:29:23, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8055, loss_cls: 1.7241, loss: 1.7241, grad_norm: 4.7984 2021-01-30 21:05:45,218 - mmaction - INFO - Epoch [82][1740/3757] lr: 1.000e-04, eta: 9:29:12, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6721, loss: 1.6721, grad_norm: 4.7683 2021-01-30 21:05:51,042 - mmaction - INFO - Epoch [82][1760/3757] lr: 1.000e-04, eta: 9:29:02, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8164, loss_cls: 1.5865, loss: 1.5865, grad_norm: 4.6387 2021-01-30 21:05:56,676 - mmaction - INFO - Epoch [82][1780/3757] lr: 1.000e-04, eta: 9:28:51, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8172, loss_cls: 1.6256, loss: 1.6256, grad_norm: 4.7568 2021-01-30 21:06:02,755 - mmaction - INFO - Epoch [82][1800/3757] lr: 1.000e-04, eta: 9:28:40, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8469, loss_cls: 1.5624, loss: 1.5624, grad_norm: 4.7094 2021-01-30 21:06:08,750 - mmaction - INFO - Epoch [82][1820/3757] lr: 1.000e-04, eta: 9:28:30, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8094, loss_cls: 1.6384, loss: 1.6384, grad_norm: 4.7031 2021-01-30 21:06:14,172 - mmaction - INFO - Epoch [82][1840/3757] lr: 1.000e-04, eta: 9:28:19, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8164, loss_cls: 1.6744, loss: 1.6744, grad_norm: 4.7989 2021-01-30 21:06:20,381 - mmaction - INFO - Epoch [82][1860/3757] lr: 1.000e-04, eta: 9:28:08, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8211, loss_cls: 1.6293, loss: 1.6293, grad_norm: 4.7736 2021-01-30 21:06:25,934 - mmaction - INFO - Epoch [82][1880/3757] lr: 1.000e-04, eta: 9:27:57, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8187, loss_cls: 1.6491, loss: 1.6491, grad_norm: 4.6878 2021-01-30 21:06:31,394 - mmaction - INFO - Epoch [82][1900/3757] lr: 1.000e-04, eta: 9:27:47, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6223, loss: 1.6223, grad_norm: 4.7482 2021-01-30 21:06:37,245 - mmaction - INFO - Epoch [82][1920/3757] lr: 1.000e-04, eta: 9:27:36, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.9362 2021-01-30 21:06:43,706 - mmaction - INFO - Epoch [82][1940/3757] lr: 1.000e-04, eta: 9:27:25, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8047, loss_cls: 1.6352, loss: 1.6352, grad_norm: 4.7442 2021-01-30 21:06:49,739 - mmaction - INFO - Epoch [82][1960/3757] lr: 1.000e-04, eta: 9:27:15, time: 0.304, data_time: 0.004, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8156, loss_cls: 1.6880, loss: 1.6880, grad_norm: 4.8649 2021-01-30 21:06:55,579 - mmaction - INFO - Epoch [82][1980/3757] lr: 1.000e-04, eta: 9:27:04, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6054, loss: 1.6054, grad_norm: 4.7156 2021-01-30 21:07:01,871 - mmaction - INFO - Epoch [82][2000/3757] lr: 1.000e-04, eta: 9:26:53, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8078, loss_cls: 1.7283, loss: 1.7283, grad_norm: 4.8083 2021-01-30 21:07:07,536 - mmaction - INFO - Epoch [82][2020/3757] lr: 1.000e-04, eta: 9:26:43, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8078, loss_cls: 1.7008, loss: 1.7008, grad_norm: 4.8708 2021-01-30 21:07:13,644 - mmaction - INFO - Epoch [82][2040/3757] lr: 1.000e-04, eta: 9:26:32, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7992, loss_cls: 1.7856, loss: 1.7856, grad_norm: 4.9340 2021-01-30 21:07:19,945 - mmaction - INFO - Epoch [82][2060/3757] lr: 1.000e-04, eta: 9:26:21, time: 0.315, data_time: 0.000, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8117, loss_cls: 1.7194, loss: 1.7194, grad_norm: 4.8395 2021-01-30 21:07:25,419 - mmaction - INFO - Epoch [82][2080/3757] lr: 1.000e-04, eta: 9:26:11, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8117, loss_cls: 1.7348, loss: 1.7348, grad_norm: 4.9045 2021-01-30 21:07:30,870 - mmaction - INFO - Epoch [82][2100/3757] lr: 1.000e-04, eta: 9:26:00, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8227, loss_cls: 1.6458, loss: 1.6458, grad_norm: 4.7841 2021-01-30 21:07:37,329 - mmaction - INFO - Epoch [82][2120/3757] lr: 1.000e-04, eta: 9:25:49, time: 0.323, data_time: 0.003, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.5716, loss: 1.5716, grad_norm: 4.5827 2021-01-30 21:07:43,505 - mmaction - INFO - Epoch [82][2140/3757] lr: 1.000e-04, eta: 9:25:39, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8063, loss_cls: 1.6908, loss: 1.6908, grad_norm: 4.8275 2021-01-30 21:07:49,789 - mmaction - INFO - Epoch [82][2160/3757] lr: 1.000e-04, eta: 9:25:28, time: 0.314, data_time: 0.004, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8047, loss_cls: 1.7213, loss: 1.7213, grad_norm: 4.8696 2021-01-30 21:07:56,323 - mmaction - INFO - Epoch [82][2180/3757] lr: 1.000e-04, eta: 9:25:17, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8102, loss_cls: 1.6547, loss: 1.6547, grad_norm: 4.7845 2021-01-30 21:08:01,837 - mmaction - INFO - Epoch [82][2200/3757] lr: 1.000e-04, eta: 9:25:07, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.7128, loss: 1.7128, grad_norm: 4.8951 2021-01-30 21:08:07,311 - mmaction - INFO - Epoch [82][2220/3757] lr: 1.000e-04, eta: 9:24:56, time: 0.273, data_time: 0.000, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.6679, loss: 1.6679, grad_norm: 4.7207 2021-01-30 21:08:13,649 - mmaction - INFO - Epoch [82][2240/3757] lr: 1.000e-04, eta: 9:24:45, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8008, loss_cls: 1.7173, loss: 1.7173, grad_norm: 4.8411 2021-01-30 21:08:19,713 - mmaction - INFO - Epoch [82][2260/3757] lr: 1.000e-04, eta: 9:24:35, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8102, loss_cls: 1.6849, loss: 1.6849, grad_norm: 4.7108 2021-01-30 21:08:25,599 - mmaction - INFO - Epoch [82][2280/3757] lr: 1.000e-04, eta: 9:24:24, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8367, loss_cls: 1.5278, loss: 1.5278, grad_norm: 4.6166 2021-01-30 21:08:31,738 - mmaction - INFO - Epoch [82][2300/3757] lr: 1.000e-04, eta: 9:24:13, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8242, loss_cls: 1.6119, loss: 1.6119, grad_norm: 4.6937 2021-01-30 21:08:37,413 - mmaction - INFO - Epoch [82][2320/3757] lr: 1.000e-04, eta: 9:24:03, time: 0.283, data_time: 0.000, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.6885, loss: 1.6885, grad_norm: 4.7732 2021-01-30 21:08:42,618 - mmaction - INFO - Epoch [82][2340/3757] lr: 1.000e-04, eta: 9:23:52, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.7255 2021-01-30 21:08:48,874 - mmaction - INFO - Epoch [82][2360/3757] lr: 1.000e-04, eta: 9:23:41, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8164, loss_cls: 1.6790, loss: 1.6790, grad_norm: 4.8113 2021-01-30 21:08:54,651 - mmaction - INFO - Epoch [82][2380/3757] lr: 1.000e-04, eta: 9:23:30, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.6682, loss: 1.6682, grad_norm: 4.7729 2021-01-30 21:09:00,750 - mmaction - INFO - Epoch [82][2400/3757] lr: 1.000e-04, eta: 9:23:20, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8352, loss_cls: 1.5565, loss: 1.5565, grad_norm: 4.6726 2021-01-30 21:09:06,500 - mmaction - INFO - Epoch [82][2420/3757] lr: 1.000e-04, eta: 9:23:09, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.5751, loss: 1.5751, grad_norm: 4.6335 2021-01-30 21:09:12,055 - mmaction - INFO - Epoch [82][2440/3757] lr: 1.000e-04, eta: 9:22:58, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8195, loss_cls: 1.6257, loss: 1.6257, grad_norm: 4.7305 2021-01-30 21:09:18,171 - mmaction - INFO - Epoch [82][2460/3757] lr: 1.000e-04, eta: 9:22:48, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8281, loss_cls: 1.6322, loss: 1.6322, grad_norm: 4.6776 2021-01-30 21:09:24,020 - mmaction - INFO - Epoch [82][2480/3757] lr: 1.000e-04, eta: 9:22:37, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7992, loss_cls: 1.7149, loss: 1.7149, grad_norm: 4.8398 2021-01-30 21:09:30,629 - mmaction - INFO - Epoch [82][2500/3757] lr: 1.000e-04, eta: 9:22:27, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8289, loss_cls: 1.5639, loss: 1.5639, grad_norm: 4.6087 2021-01-30 21:09:36,484 - mmaction - INFO - Epoch [82][2520/3757] lr: 1.000e-04, eta: 9:22:16, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5507, loss: 1.5507, grad_norm: 4.6192 2021-01-30 21:09:42,342 - mmaction - INFO - Epoch [82][2540/3757] lr: 1.000e-04, eta: 9:22:05, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8422, loss_cls: 1.5690, loss: 1.5690, grad_norm: 4.5972 2021-01-30 21:09:48,271 - mmaction - INFO - Epoch [82][2560/3757] lr: 1.000e-04, eta: 9:21:55, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8266, loss_cls: 1.6473, loss: 1.6473, grad_norm: 4.7656 2021-01-30 21:09:54,439 - mmaction - INFO - Epoch [82][2580/3757] lr: 1.000e-04, eta: 9:21:44, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8086, loss_cls: 1.6805, loss: 1.6805, grad_norm: 4.8409 2021-01-30 21:10:00,628 - mmaction - INFO - Epoch [82][2600/3757] lr: 1.000e-04, eta: 9:21:33, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8141, loss_cls: 1.6078, loss: 1.6078, grad_norm: 4.7526 2021-01-30 21:10:06,200 - mmaction - INFO - Epoch [82][2620/3757] lr: 1.000e-04, eta: 9:21:23, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5550, loss: 1.5550, grad_norm: 4.6265 2021-01-30 21:10:12,225 - mmaction - INFO - Epoch [82][2640/3757] lr: 1.000e-04, eta: 9:21:12, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8039, loss_cls: 1.6990, loss: 1.6990, grad_norm: 4.7926 2021-01-30 21:10:18,087 - mmaction - INFO - Epoch [82][2660/3757] lr: 1.000e-04, eta: 9:21:01, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8219, loss_cls: 1.6400, loss: 1.6400, grad_norm: 4.7306 2021-01-30 21:10:24,334 - mmaction - INFO - Epoch [82][2680/3757] lr: 1.000e-04, eta: 9:20:51, time: 0.313, data_time: 0.005, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8203, loss_cls: 1.6408, loss: 1.6408, grad_norm: 4.8482 2021-01-30 21:10:30,118 - mmaction - INFO - Epoch [82][2700/3757] lr: 1.000e-04, eta: 9:20:40, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8367, loss_cls: 1.5797, loss: 1.5797, grad_norm: 4.7802 2021-01-30 21:10:36,232 - mmaction - INFO - Epoch [82][2720/3757] lr: 1.000e-04, eta: 9:20:29, time: 0.306, data_time: 0.005, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8008, loss_cls: 1.6918, loss: 1.6918, grad_norm: 4.8541 2021-01-30 21:10:42,879 - mmaction - INFO - Epoch [82][2740/3757] lr: 1.000e-04, eta: 9:20:19, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8242, loss_cls: 1.5827, loss: 1.5827, grad_norm: 4.7077 2021-01-30 21:10:48,485 - mmaction - INFO - Epoch [82][2760/3757] lr: 1.000e-04, eta: 9:20:08, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8117, loss_cls: 1.6583, loss: 1.6583, grad_norm: 4.7128 2021-01-30 21:10:54,035 - mmaction - INFO - Epoch [82][2780/3757] lr: 1.000e-04, eta: 9:19:57, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6336, loss: 1.6336, grad_norm: 4.7815 2021-01-30 21:11:00,694 - mmaction - INFO - Epoch [82][2800/3757] lr: 1.000e-04, eta: 9:19:47, time: 0.334, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7914, loss_cls: 1.7385, loss: 1.7385, grad_norm: 4.7821 2021-01-30 21:11:06,046 - mmaction - INFO - Epoch [82][2820/3757] lr: 1.000e-04, eta: 9:19:36, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8297, loss_cls: 1.5770, loss: 1.5770, grad_norm: 4.6203 2021-01-30 21:11:12,178 - mmaction - INFO - Epoch [82][2840/3757] lr: 1.000e-04, eta: 9:19:25, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.6174, loss: 1.6174, grad_norm: 4.7581 2021-01-30 21:11:18,050 - mmaction - INFO - Epoch [82][2860/3757] lr: 1.000e-04, eta: 9:19:15, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8344, loss_cls: 1.5779, loss: 1.5779, grad_norm: 4.8028 2021-01-30 21:11:23,839 - mmaction - INFO - Epoch [82][2880/3757] lr: 1.000e-04, eta: 9:19:04, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8086, loss_cls: 1.6541, loss: 1.6541, grad_norm: 4.7393 2021-01-30 21:11:29,260 - mmaction - INFO - Epoch [82][2900/3757] lr: 1.000e-04, eta: 9:18:53, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.6052, loss: 1.6052, grad_norm: 4.7188 2021-01-30 21:11:36,089 - mmaction - INFO - Epoch [82][2920/3757] lr: 1.000e-04, eta: 9:18:43, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.5865, loss: 1.5865, grad_norm: 4.6439 2021-01-30 21:11:41,679 - mmaction - INFO - Epoch [82][2940/3757] lr: 1.000e-04, eta: 9:18:32, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.6852, loss: 1.6852, grad_norm: 4.7315 2021-01-30 21:11:48,003 - mmaction - INFO - Epoch [82][2960/3757] lr: 1.000e-04, eta: 9:18:22, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.6295, loss: 1.6295, grad_norm: 4.7283 2021-01-30 21:11:53,576 - mmaction - INFO - Epoch [82][2980/3757] lr: 1.000e-04, eta: 9:18:11, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.6462, loss: 1.6462, grad_norm: 4.7100 2021-01-30 21:12:00,416 - mmaction - INFO - Epoch [82][3000/3757] lr: 1.000e-04, eta: 9:18:00, time: 0.342, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.7021, loss: 1.7021, grad_norm: 4.8441 2021-01-30 21:12:06,754 - mmaction - INFO - Epoch [82][3020/3757] lr: 1.000e-04, eta: 9:17:50, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8359, loss_cls: 1.5320, loss: 1.5320, grad_norm: 4.4990 2021-01-30 21:12:12,571 - mmaction - INFO - Epoch [82][3040/3757] lr: 1.000e-04, eta: 9:17:39, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8187, loss_cls: 1.6338, loss: 1.6338, grad_norm: 4.8003 2021-01-30 21:12:17,739 - mmaction - INFO - Epoch [82][3060/3757] lr: 1.000e-04, eta: 9:17:28, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8187, loss_cls: 1.6348, loss: 1.6348, grad_norm: 4.6980 2021-01-30 21:12:23,488 - mmaction - INFO - Epoch [82][3080/3757] lr: 1.000e-04, eta: 9:17:18, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8164, loss_cls: 1.6435, loss: 1.6435, grad_norm: 4.7710 2021-01-30 21:12:29,616 - mmaction - INFO - Epoch [82][3100/3757] lr: 1.000e-04, eta: 9:17:07, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8148, loss_cls: 1.6836, loss: 1.6836, grad_norm: 4.8823 2021-01-30 21:12:35,209 - mmaction - INFO - Epoch [82][3120/3757] lr: 1.000e-04, eta: 9:16:56, time: 0.280, data_time: 0.006, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.6830, loss: 1.6830, grad_norm: 4.7987 2021-01-30 21:12:40,602 - mmaction - INFO - Epoch [82][3140/3757] lr: 1.000e-04, eta: 9:16:46, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.6344, loss: 1.6344, grad_norm: 4.7731 2021-01-30 21:12:46,500 - mmaction - INFO - Epoch [82][3160/3757] lr: 1.000e-04, eta: 9:16:35, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8289, loss_cls: 1.6528, loss: 1.6528, grad_norm: 4.7910 2021-01-30 21:12:53,358 - mmaction - INFO - Epoch [82][3180/3757] lr: 1.000e-04, eta: 9:16:24, time: 0.342, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8195, loss_cls: 1.6299, loss: 1.6299, grad_norm: 4.8116 2021-01-30 21:12:58,810 - mmaction - INFO - Epoch [82][3200/3757] lr: 1.000e-04, eta: 9:16:14, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8281, loss_cls: 1.5766, loss: 1.5766, grad_norm: 4.7166 2021-01-30 21:13:04,649 - mmaction - INFO - Epoch [82][3220/3757] lr: 1.000e-04, eta: 9:16:03, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8016, loss_cls: 1.7106, loss: 1.7106, grad_norm: 4.8861 2021-01-30 21:13:10,394 - mmaction - INFO - Epoch [82][3240/3757] lr: 1.000e-04, eta: 9:15:52, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.6713, loss: 1.6713, grad_norm: 4.8990 2021-01-30 21:13:16,361 - mmaction - INFO - Epoch [82][3260/3757] lr: 1.000e-04, eta: 9:15:42, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8125, loss_cls: 1.6930, loss: 1.6930, grad_norm: 4.9140 2021-01-30 21:13:21,670 - mmaction - INFO - Epoch [82][3280/3757] lr: 1.000e-04, eta: 9:15:31, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.6456, loss: 1.6456, grad_norm: 4.7371 2021-01-30 21:13:27,986 - mmaction - INFO - Epoch [82][3300/3757] lr: 1.000e-04, eta: 9:15:20, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.6991, loss: 1.6991, grad_norm: 4.9060 2021-01-30 21:13:34,036 - mmaction - INFO - Epoch [82][3320/3757] lr: 1.000e-04, eta: 9:15:10, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.7253, loss: 1.7253, grad_norm: 4.9012 2021-01-30 21:13:39,868 - mmaction - INFO - Epoch [82][3340/3757] lr: 1.000e-04, eta: 9:14:59, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.6814, loss: 1.6814, grad_norm: 4.7116 2021-01-30 21:13:45,274 - mmaction - INFO - Epoch [82][3360/3757] lr: 1.000e-04, eta: 9:14:48, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6349, loss: 1.6349, grad_norm: 4.7299 2021-01-30 21:13:50,910 - mmaction - INFO - Epoch [82][3380/3757] lr: 1.000e-04, eta: 9:14:38, time: 0.282, data_time: 0.000, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6304, loss: 1.6304, grad_norm: 4.6957 2021-01-30 21:13:56,711 - mmaction - INFO - Epoch [82][3400/3757] lr: 1.000e-04, eta: 9:14:27, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8328, loss_cls: 1.5471, loss: 1.5471, grad_norm: 4.7011 2021-01-30 21:14:02,455 - mmaction - INFO - Epoch [82][3420/3757] lr: 1.000e-04, eta: 9:14:16, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8156, loss_cls: 1.6305, loss: 1.6305, grad_norm: 4.8092 2021-01-30 21:14:08,277 - mmaction - INFO - Epoch [82][3440/3757] lr: 1.000e-04, eta: 9:14:06, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8250, loss_cls: 1.6236, loss: 1.6236, grad_norm: 4.7046 2021-01-30 21:14:14,589 - mmaction - INFO - Epoch [82][3460/3757] lr: 1.000e-04, eta: 9:13:55, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8336, loss_cls: 1.5981, loss: 1.5981, grad_norm: 4.6617 2021-01-30 21:14:20,674 - mmaction - INFO - Epoch [82][3480/3757] lr: 1.000e-04, eta: 9:13:44, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8133, loss_cls: 1.6835, loss: 1.6835, grad_norm: 4.8603 2021-01-30 21:14:26,532 - mmaction - INFO - Epoch [82][3500/3757] lr: 1.000e-04, eta: 9:13:34, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5446, loss: 1.5446, grad_norm: 4.6510 2021-01-30 21:14:32,313 - mmaction - INFO - Epoch [82][3520/3757] lr: 1.000e-04, eta: 9:13:23, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8172, loss_cls: 1.6718, loss: 1.6718, grad_norm: 4.8958 2021-01-30 21:14:38,003 - mmaction - INFO - Epoch [82][3540/3757] lr: 1.000e-04, eta: 9:13:12, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8414, loss_cls: 1.5832, loss: 1.5832, grad_norm: 4.7423 2021-01-30 21:14:44,356 - mmaction - INFO - Epoch [82][3560/3757] lr: 1.000e-04, eta: 9:13:02, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8227, loss_cls: 1.6258, loss: 1.6258, grad_norm: 4.7947 2021-01-30 21:14:50,142 - mmaction - INFO - Epoch [82][3580/3757] lr: 1.000e-04, eta: 9:12:51, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.6133, loss: 1.6133, grad_norm: 4.7202 2021-01-30 21:14:55,902 - mmaction - INFO - Epoch [82][3600/3757] lr: 1.000e-04, eta: 9:12:41, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8078, loss_cls: 1.6951, loss: 1.6951, grad_norm: 4.8201 2021-01-30 21:15:01,532 - mmaction - INFO - Epoch [82][3620/3757] lr: 1.000e-04, eta: 9:12:30, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.6526, loss: 1.6526, grad_norm: 4.8268 2021-01-30 21:15:06,959 - mmaction - INFO - Epoch [82][3640/3757] lr: 1.000e-04, eta: 9:12:19, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.6460, loss: 1.6460, grad_norm: 4.8020 2021-01-30 21:15:12,694 - mmaction - INFO - Epoch [82][3660/3757] lr: 1.000e-04, eta: 9:12:08, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8094, loss_cls: 1.6428, loss: 1.6428, grad_norm: 4.6911 2021-01-30 21:15:18,595 - mmaction - INFO - Epoch [82][3680/3757] lr: 1.000e-04, eta: 9:11:58, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8383, loss_cls: 1.5556, loss: 1.5556, grad_norm: 4.7170 2021-01-30 21:15:24,684 - mmaction - INFO - Epoch [82][3700/3757] lr: 1.000e-04, eta: 9:11:47, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8219, loss_cls: 1.6205, loss: 1.6205, grad_norm: 4.7361 2021-01-30 21:15:30,376 - mmaction - INFO - Epoch [82][3720/3757] lr: 1.000e-04, eta: 9:11:37, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8148, loss_cls: 1.6747, loss: 1.6747, grad_norm: 4.7901 2021-01-30 21:15:36,309 - mmaction - INFO - Epoch [82][3740/3757] lr: 1.000e-04, eta: 9:11:26, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6383, top5_acc: 0.8438, loss_cls: 1.5072, loss: 1.5072, grad_norm: 4.6015 2021-01-30 21:15:58,133 - mmaction - INFO - Saving checkpoint at 82 epochs 2021-01-30 21:27:11,111 - mmaction - INFO - Epoch [83][20/3757] lr: 1.000e-04, eta: 9:13:31, time: 33.632, data_time: 33.269, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8125, loss_cls: 1.6711, loss: 1.6711, grad_norm: 4.8538 2021-01-30 21:27:15,409 - mmaction - INFO - Epoch [83][40/3757] lr: 1.000e-04, eta: 9:13:20, time: 0.218, data_time: 0.007, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.5823, loss: 1.5823, grad_norm: 4.6633 2021-01-30 21:27:19,706 - mmaction - INFO - Epoch [83][60/3757] lr: 1.000e-04, eta: 9:13:09, time: 0.215, data_time: 0.004, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8258, loss_cls: 1.5763, loss: 1.5763, grad_norm: 4.6707 2021-01-30 21:27:23,912 - mmaction - INFO - Epoch [83][80/3757] lr: 1.000e-04, eta: 9:12:58, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8258, loss_cls: 1.6286, loss: 1.6286, grad_norm: 4.8009 2021-01-30 21:27:28,092 - mmaction - INFO - Epoch [83][100/3757] lr: 1.000e-04, eta: 9:12:47, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.6046, loss: 1.6046, grad_norm: 4.7341 2021-01-30 21:27:32,386 - mmaction - INFO - Epoch [83][120/3757] lr: 1.000e-04, eta: 9:12:36, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8039, loss_cls: 1.7107, loss: 1.7107, grad_norm: 4.7482 2021-01-30 21:27:36,549 - mmaction - INFO - Epoch [83][140/3757] lr: 1.000e-04, eta: 9:12:25, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5316, loss: 1.5316, grad_norm: 4.6850 2021-01-30 21:27:40,841 - mmaction - INFO - Epoch [83][160/3757] lr: 1.000e-04, eta: 9:12:14, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8195, loss_cls: 1.6140, loss: 1.6140, grad_norm: 4.8108 2021-01-30 21:27:45,062 - mmaction - INFO - Epoch [83][180/3757] lr: 1.000e-04, eta: 9:12:03, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8094, loss_cls: 1.6453, loss: 1.6453, grad_norm: 4.7346 2021-01-30 21:27:49,201 - mmaction - INFO - Epoch [83][200/3757] lr: 1.000e-04, eta: 9:11:52, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8180, loss_cls: 1.6271, loss: 1.6271, grad_norm: 4.7496 2021-01-30 21:27:53,487 - mmaction - INFO - Epoch [83][220/3757] lr: 1.000e-04, eta: 9:11:41, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6345, loss: 1.6345, grad_norm: 4.7783 2021-01-30 21:27:57,706 - mmaction - INFO - Epoch [83][240/3757] lr: 1.000e-04, eta: 9:11:30, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8203, loss_cls: 1.6219, loss: 1.6219, grad_norm: 4.7488 2021-01-30 21:28:01,908 - mmaction - INFO - Epoch [83][260/3757] lr: 1.000e-04, eta: 9:11:19, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7137, loss: 1.7137, grad_norm: 4.8582 2021-01-30 21:28:06,206 - mmaction - INFO - Epoch [83][280/3757] lr: 1.000e-04, eta: 9:11:08, time: 0.215, data_time: 0.005, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8313, loss_cls: 1.5440, loss: 1.5440, grad_norm: 4.6834 2021-01-30 21:28:10,457 - mmaction - INFO - Epoch [83][300/3757] lr: 1.000e-04, eta: 9:10:57, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.5894, loss: 1.5894, grad_norm: 4.6819 2021-01-30 21:28:14,791 - mmaction - INFO - Epoch [83][320/3757] lr: 1.000e-04, eta: 9:10:46, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8273, loss_cls: 1.6102, loss: 1.6102, grad_norm: 4.8146 2021-01-30 21:28:19,063 - mmaction - INFO - Epoch [83][340/3757] lr: 1.000e-04, eta: 9:10:35, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6239, loss: 1.6239, grad_norm: 4.7483 2021-01-30 21:28:23,516 - mmaction - INFO - Epoch [83][360/3757] lr: 1.000e-04, eta: 9:10:24, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8266, loss_cls: 1.5731, loss: 1.5731, grad_norm: 4.7362 2021-01-30 21:28:27,839 - mmaction - INFO - Epoch [83][380/3757] lr: 1.000e-04, eta: 9:10:13, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8211, loss_cls: 1.5854, loss: 1.5854, grad_norm: 4.7769 2021-01-30 21:28:32,163 - mmaction - INFO - Epoch [83][400/3757] lr: 1.000e-04, eta: 9:10:02, time: 0.216, data_time: 0.003, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8352, loss_cls: 1.5643, loss: 1.5643, grad_norm: 4.6717 2021-01-30 21:28:36,549 - mmaction - INFO - Epoch [83][420/3757] lr: 1.000e-04, eta: 9:09:51, time: 0.220, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8289, loss_cls: 1.6287, loss: 1.6287, grad_norm: 4.7634 2021-01-30 21:28:40,839 - mmaction - INFO - Epoch [83][440/3757] lr: 1.000e-04, eta: 9:09:40, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8273, loss_cls: 1.6230, loss: 1.6230, grad_norm: 4.8039 2021-01-30 21:28:45,345 - mmaction - INFO - Epoch [83][460/3757] lr: 1.000e-04, eta: 9:09:29, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8383, loss_cls: 1.6010, loss: 1.6010, grad_norm: 4.8592 2021-01-30 21:28:49,806 - mmaction - INFO - Epoch [83][480/3757] lr: 1.000e-04, eta: 9:09:18, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8344, loss_cls: 1.5798, loss: 1.5798, grad_norm: 4.7652 2021-01-30 21:28:54,639 - mmaction - INFO - Epoch [83][500/3757] lr: 1.000e-04, eta: 9:09:07, time: 0.242, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8258, loss_cls: 1.6002, loss: 1.6002, grad_norm: 4.7096 2021-01-30 21:28:59,036 - mmaction - INFO - Epoch [83][520/3757] lr: 1.000e-04, eta: 9:08:56, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6232, loss: 1.6232, grad_norm: 4.7722 2021-01-30 21:29:03,746 - mmaction - INFO - Epoch [83][540/3757] lr: 1.000e-04, eta: 9:08:45, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8164, loss_cls: 1.6655, loss: 1.6655, grad_norm: 4.9242 2021-01-30 21:29:08,227 - mmaction - INFO - Epoch [83][560/3757] lr: 1.000e-04, eta: 9:08:34, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8234, loss_cls: 1.5980, loss: 1.5980, grad_norm: 4.7570 2021-01-30 21:29:13,456 - mmaction - INFO - Epoch [83][580/3757] lr: 1.000e-04, eta: 9:08:23, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.7530, loss: 1.7530, grad_norm: 4.9687 2021-01-30 21:29:18,427 - mmaction - INFO - Epoch [83][600/3757] lr: 1.000e-04, eta: 9:08:12, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8023, loss_cls: 1.6990, loss: 1.6990, grad_norm: 4.7404 2021-01-30 21:29:23,140 - mmaction - INFO - Epoch [83][620/3757] lr: 1.000e-04, eta: 9:08:01, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8109, loss_cls: 1.6693, loss: 1.6693, grad_norm: 4.7808 2021-01-30 21:29:28,071 - mmaction - INFO - Epoch [83][640/3757] lr: 1.000e-04, eta: 9:07:51, time: 0.247, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8094, loss_cls: 1.7171, loss: 1.7171, grad_norm: 4.9246 2021-01-30 21:29:33,419 - mmaction - INFO - Epoch [83][660/3757] lr: 1.000e-04, eta: 9:07:40, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8172, loss_cls: 1.6111, loss: 1.6111, grad_norm: 4.7020 2021-01-30 21:29:38,842 - mmaction - INFO - Epoch [83][680/3757] lr: 1.000e-04, eta: 9:07:29, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5994, loss: 1.5994, grad_norm: 4.6518 2021-01-30 21:29:43,652 - mmaction - INFO - Epoch [83][700/3757] lr: 1.000e-04, eta: 9:07:18, time: 0.240, data_time: 0.000, memory: 3385, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.7308, loss: 1.7308, grad_norm: 4.9333 2021-01-30 21:29:49,047 - mmaction - INFO - Epoch [83][720/3757] lr: 1.000e-04, eta: 9:07:07, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.6745, loss: 1.6745, grad_norm: 4.9158 2021-01-30 21:29:53,966 - mmaction - INFO - Epoch [83][740/3757] lr: 1.000e-04, eta: 9:06:56, time: 0.246, data_time: 0.003, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.6796, loss: 1.6796, grad_norm: 4.7470 2021-01-30 21:29:59,113 - mmaction - INFO - Epoch [83][760/3757] lr: 1.000e-04, eta: 9:06:46, time: 0.258, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.6893, loss: 1.6893, grad_norm: 4.8568 2021-01-30 21:30:05,114 - mmaction - INFO - Epoch [83][780/3757] lr: 1.000e-04, eta: 9:06:35, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8078, loss_cls: 1.6720, loss: 1.6720, grad_norm: 4.7856 2021-01-30 21:30:10,160 - mmaction - INFO - Epoch [83][800/3757] lr: 1.000e-04, eta: 9:06:24, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5992, loss: 1.5992, grad_norm: 4.7587 2021-01-30 21:30:15,892 - mmaction - INFO - Epoch [83][820/3757] lr: 1.000e-04, eta: 9:06:13, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8453, loss_cls: 1.5545, loss: 1.5545, grad_norm: 4.7554 2021-01-30 21:30:21,368 - mmaction - INFO - Epoch [83][840/3757] lr: 1.000e-04, eta: 9:06:03, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8039, loss_cls: 1.7664, loss: 1.7664, grad_norm: 4.9577 2021-01-30 21:30:26,553 - mmaction - INFO - Epoch [83][860/3757] lr: 1.000e-04, eta: 9:05:52, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8070, loss_cls: 1.7121, loss: 1.7121, grad_norm: 4.8153 2021-01-30 21:30:31,957 - mmaction - INFO - Epoch [83][880/3757] lr: 1.000e-04, eta: 9:05:41, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8125, loss_cls: 1.6798, loss: 1.6798, grad_norm: 4.7680 2021-01-30 21:30:37,348 - mmaction - INFO - Epoch [83][900/3757] lr: 1.000e-04, eta: 9:05:30, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.6247, loss: 1.6247, grad_norm: 4.8412 2021-01-30 21:30:43,152 - mmaction - INFO - Epoch [83][920/3757] lr: 1.000e-04, eta: 9:05:20, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6373, loss: 1.6373, grad_norm: 4.8173 2021-01-30 21:30:49,483 - mmaction - INFO - Epoch [83][940/3757] lr: 1.000e-04, eta: 9:05:09, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8328, loss_cls: 1.5803, loss: 1.5803, grad_norm: 4.8149 2021-01-30 21:30:55,244 - mmaction - INFO - Epoch [83][960/3757] lr: 1.000e-04, eta: 9:04:58, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8289, loss_cls: 1.5639, loss: 1.5639, grad_norm: 4.7019 2021-01-30 21:30:59,933 - mmaction - INFO - Epoch [83][980/3757] lr: 1.000e-04, eta: 9:04:48, time: 0.234, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7969, loss_cls: 1.6944, loss: 1.6944, grad_norm: 4.7940 2021-01-30 21:31:05,243 - mmaction - INFO - Epoch [83][1000/3757] lr: 1.000e-04, eta: 9:04:37, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8156, loss_cls: 1.6368, loss: 1.6368, grad_norm: 4.6806 2021-01-30 21:31:10,547 - mmaction - INFO - Epoch [83][1020/3757] lr: 1.000e-04, eta: 9:04:26, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8117, loss_cls: 1.7198, loss: 1.7198, grad_norm: 4.9091 2021-01-30 21:31:15,915 - mmaction - INFO - Epoch [83][1040/3757] lr: 1.000e-04, eta: 9:04:15, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8180, loss_cls: 1.6208, loss: 1.6208, grad_norm: 4.7248 2021-01-30 21:31:21,632 - mmaction - INFO - Epoch [83][1060/3757] lr: 1.000e-04, eta: 9:04:05, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6974, loss: 1.6974, grad_norm: 4.8196 2021-01-30 21:31:27,568 - mmaction - INFO - Epoch [83][1080/3757] lr: 1.000e-04, eta: 9:03:54, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.6081, loss: 1.6081, grad_norm: 4.6933 2021-01-30 21:31:32,875 - mmaction - INFO - Epoch [83][1100/3757] lr: 1.000e-04, eta: 9:03:43, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7821, loss: 1.7821, grad_norm: 4.9217 2021-01-30 21:31:38,383 - mmaction - INFO - Epoch [83][1120/3757] lr: 1.000e-04, eta: 9:03:32, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8109, loss_cls: 1.6448, loss: 1.6448, grad_norm: 4.6636 2021-01-30 21:31:44,031 - mmaction - INFO - Epoch [83][1140/3757] lr: 1.000e-04, eta: 9:03:22, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8109, loss_cls: 1.6796, loss: 1.6796, grad_norm: 4.8742 2021-01-30 21:31:49,512 - mmaction - INFO - Epoch [83][1160/3757] lr: 1.000e-04, eta: 9:03:11, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.6812, loss: 1.6812, grad_norm: 4.8556 2021-01-30 21:31:55,216 - mmaction - INFO - Epoch [83][1180/3757] lr: 1.000e-04, eta: 9:03:00, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8336, loss_cls: 1.5155, loss: 1.5155, grad_norm: 4.6040 2021-01-30 21:32:00,664 - mmaction - INFO - Epoch [83][1200/3757] lr: 1.000e-04, eta: 9:02:49, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8289, loss_cls: 1.6224, loss: 1.6224, grad_norm: 4.7475 2021-01-30 21:32:06,068 - mmaction - INFO - Epoch [83][1220/3757] lr: 1.000e-04, eta: 9:02:39, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8328, loss_cls: 1.5950, loss: 1.5950, grad_norm: 4.7060 2021-01-30 21:32:11,124 - mmaction - INFO - Epoch [83][1240/3757] lr: 1.000e-04, eta: 9:02:28, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.6853, loss: 1.6853, grad_norm: 4.8148 2021-01-30 21:32:17,088 - mmaction - INFO - Epoch [83][1260/3757] lr: 1.000e-04, eta: 9:02:17, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8375, loss_cls: 1.5445, loss: 1.5445, grad_norm: 4.6569 2021-01-30 21:32:22,461 - mmaction - INFO - Epoch [83][1280/3757] lr: 1.000e-04, eta: 9:02:07, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8180, loss_cls: 1.7053, loss: 1.7053, grad_norm: 4.8832 2021-01-30 21:32:28,709 - mmaction - INFO - Epoch [83][1300/3757] lr: 1.000e-04, eta: 9:01:56, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.6935, loss: 1.6935, grad_norm: 4.9882 2021-01-30 21:32:34,508 - mmaction - INFO - Epoch [83][1320/3757] lr: 1.000e-04, eta: 9:01:45, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8242, loss_cls: 1.6576, loss: 1.6576, grad_norm: 4.8930 2021-01-30 21:32:40,304 - mmaction - INFO - Epoch [83][1340/3757] lr: 1.000e-04, eta: 9:01:35, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8242, loss_cls: 1.5953, loss: 1.5953, grad_norm: 4.6939 2021-01-30 21:32:45,729 - mmaction - INFO - Epoch [83][1360/3757] lr: 1.000e-04, eta: 9:01:24, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8289, loss_cls: 1.6163, loss: 1.6163, grad_norm: 4.8410 2021-01-30 21:32:51,652 - mmaction - INFO - Epoch [83][1380/3757] lr: 1.000e-04, eta: 9:01:13, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8406, loss_cls: 1.5739, loss: 1.5739, grad_norm: 4.7245 2021-01-30 21:32:57,124 - mmaction - INFO - Epoch [83][1400/3757] lr: 1.000e-04, eta: 9:01:03, time: 0.274, data_time: 0.004, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8227, loss_cls: 1.6365, loss: 1.6365, grad_norm: 4.7961 2021-01-30 21:33:03,095 - mmaction - INFO - Epoch [83][1420/3757] lr: 1.000e-04, eta: 9:00:52, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.6869, loss: 1.6869, grad_norm: 4.7788 2021-01-30 21:33:08,781 - mmaction - INFO - Epoch [83][1440/3757] lr: 1.000e-04, eta: 9:00:41, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8242, loss_cls: 1.6001, loss: 1.6001, grad_norm: 4.7747 2021-01-30 21:33:14,816 - mmaction - INFO - Epoch [83][1460/3757] lr: 1.000e-04, eta: 9:00:31, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7961, loss_cls: 1.7143, loss: 1.7143, grad_norm: 4.8492 2021-01-30 21:33:20,109 - mmaction - INFO - Epoch [83][1480/3757] lr: 1.000e-04, eta: 9:00:20, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.6168, loss: 1.6168, grad_norm: 4.7675 2021-01-30 21:33:25,891 - mmaction - INFO - Epoch [83][1500/3757] lr: 1.000e-04, eta: 9:00:09, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8258, loss_cls: 1.5900, loss: 1.5900, grad_norm: 4.7515 2021-01-30 21:33:31,721 - mmaction - INFO - Epoch [83][1520/3757] lr: 1.000e-04, eta: 8:59:59, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8203, loss_cls: 1.6756, loss: 1.6756, grad_norm: 4.8349 2021-01-30 21:33:37,039 - mmaction - INFO - Epoch [83][1540/3757] lr: 1.000e-04, eta: 8:59:48, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8047, loss_cls: 1.7324, loss: 1.7324, grad_norm: 4.8453 2021-01-30 21:33:43,027 - mmaction - INFO - Epoch [83][1560/3757] lr: 1.000e-04, eta: 8:59:37, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7922, loss_cls: 1.7759, loss: 1.7759, grad_norm: 4.8803 2021-01-30 21:33:48,790 - mmaction - INFO - Epoch [83][1580/3757] lr: 1.000e-04, eta: 8:59:26, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8047, loss_cls: 1.6426, loss: 1.6426, grad_norm: 4.6971 2021-01-30 21:33:54,947 - mmaction - INFO - Epoch [83][1600/3757] lr: 1.000e-04, eta: 8:59:16, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8367, loss_cls: 1.5917, loss: 1.5917, grad_norm: 4.6592 2021-01-30 21:34:00,288 - mmaction - INFO - Epoch [83][1620/3757] lr: 1.000e-04, eta: 8:59:05, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.6936, loss: 1.6936, grad_norm: 4.7309 2021-01-30 21:34:06,566 - mmaction - INFO - Epoch [83][1640/3757] lr: 1.000e-04, eta: 8:58:55, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8242, loss_cls: 1.5737, loss: 1.5737, grad_norm: 4.7635 2021-01-30 21:34:12,912 - mmaction - INFO - Epoch [83][1660/3757] lr: 1.000e-04, eta: 8:58:44, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8063, loss_cls: 1.7371, loss: 1.7371, grad_norm: 4.7860 2021-01-30 21:34:19,025 - mmaction - INFO - Epoch [83][1680/3757] lr: 1.000e-04, eta: 8:58:33, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8422, loss_cls: 1.5558, loss: 1.5558, grad_norm: 4.6914 2021-01-30 21:34:25,237 - mmaction - INFO - Epoch [83][1700/3757] lr: 1.000e-04, eta: 8:58:23, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8445, loss_cls: 1.5097, loss: 1.5097, grad_norm: 4.5780 2021-01-30 21:34:30,826 - mmaction - INFO - Epoch [83][1720/3757] lr: 1.000e-04, eta: 8:58:12, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8219, loss_cls: 1.6071, loss: 1.6071, grad_norm: 4.6670 2021-01-30 21:34:36,657 - mmaction - INFO - Epoch [83][1740/3757] lr: 1.000e-04, eta: 8:58:02, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8094, loss_cls: 1.6244, loss: 1.6244, grad_norm: 4.6189 2021-01-30 21:34:41,972 - mmaction - INFO - Epoch [83][1760/3757] lr: 1.000e-04, eta: 8:57:51, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8164, loss_cls: 1.6554, loss: 1.6554, grad_norm: 4.7345 2021-01-30 21:34:47,756 - mmaction - INFO - Epoch [83][1780/3757] lr: 1.000e-04, eta: 8:57:40, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.5229, loss: 1.5229, grad_norm: 4.6972 2021-01-30 21:34:53,790 - mmaction - INFO - Epoch [83][1800/3757] lr: 1.000e-04, eta: 8:57:30, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.6774, loss: 1.6774, grad_norm: 4.8671 2021-01-30 21:34:59,673 - mmaction - INFO - Epoch [83][1820/3757] lr: 1.000e-04, eta: 8:57:19, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8156, loss_cls: 1.6324, loss: 1.6324, grad_norm: 4.8033 2021-01-30 21:35:05,488 - mmaction - INFO - Epoch [83][1840/3757] lr: 1.000e-04, eta: 8:57:08, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.5807, loss: 1.5807, grad_norm: 4.6702 2021-01-30 21:35:11,013 - mmaction - INFO - Epoch [83][1860/3757] lr: 1.000e-04, eta: 8:56:58, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8164, loss_cls: 1.6571, loss: 1.6571, grad_norm: 4.9112 2021-01-30 21:35:17,068 - mmaction - INFO - Epoch [83][1880/3757] lr: 1.000e-04, eta: 8:56:47, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8125, loss_cls: 1.6365, loss: 1.6365, grad_norm: 4.6933 2021-01-30 21:35:22,711 - mmaction - INFO - Epoch [83][1900/3757] lr: 1.000e-04, eta: 8:56:36, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8258, loss_cls: 1.6337, loss: 1.6337, grad_norm: 4.8069 2021-01-30 21:35:28,653 - mmaction - INFO - Epoch [83][1920/3757] lr: 1.000e-04, eta: 8:56:26, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8195, loss_cls: 1.6584, loss: 1.6584, grad_norm: 4.8062 2021-01-30 21:35:35,380 - mmaction - INFO - Epoch [83][1940/3757] lr: 1.000e-04, eta: 8:56:15, time: 0.336, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8328, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.8017 2021-01-30 21:35:41,391 - mmaction - INFO - Epoch [83][1960/3757] lr: 1.000e-04, eta: 8:56:05, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.5928, loss: 1.5928, grad_norm: 4.7280 2021-01-30 21:35:46,688 - mmaction - INFO - Epoch [83][1980/3757] lr: 1.000e-04, eta: 8:55:54, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8133, loss_cls: 1.6357, loss: 1.6357, grad_norm: 4.7127 2021-01-30 21:35:52,675 - mmaction - INFO - Epoch [83][2000/3757] lr: 1.000e-04, eta: 8:55:43, time: 0.300, data_time: 0.004, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8297, loss_cls: 1.6076, loss: 1.6076, grad_norm: 4.7788 2021-01-30 21:35:58,573 - mmaction - INFO - Epoch [83][2020/3757] lr: 1.000e-04, eta: 8:55:33, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8227, loss_cls: 1.6873, loss: 1.6873, grad_norm: 4.9108 2021-01-30 21:36:03,910 - mmaction - INFO - Epoch [83][2040/3757] lr: 1.000e-04, eta: 8:55:22, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7977, loss_cls: 1.7226, loss: 1.7226, grad_norm: 4.9811 2021-01-30 21:36:10,349 - mmaction - INFO - Epoch [83][2060/3757] lr: 1.000e-04, eta: 8:55:11, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8273, loss_cls: 1.6159, loss: 1.6159, grad_norm: 4.7674 2021-01-30 21:36:17,226 - mmaction - INFO - Epoch [83][2080/3757] lr: 1.000e-04, eta: 8:55:01, time: 0.344, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.6591, loss: 1.6591, grad_norm: 4.7935 2021-01-30 21:36:22,497 - mmaction - INFO - Epoch [83][2100/3757] lr: 1.000e-04, eta: 8:54:50, time: 0.263, data_time: 0.000, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.5636, loss: 1.5636, grad_norm: 4.7446 2021-01-30 21:36:28,776 - mmaction - INFO - Epoch [83][2120/3757] lr: 1.000e-04, eta: 8:54:40, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8195, loss_cls: 1.6226, loss: 1.6226, grad_norm: 4.6976 2021-01-30 21:36:34,806 - mmaction - INFO - Epoch [83][2140/3757] lr: 1.000e-04, eta: 8:54:29, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8195, loss_cls: 1.6602, loss: 1.6602, grad_norm: 4.8721 2021-01-30 21:36:40,135 - mmaction - INFO - Epoch [83][2160/3757] lr: 1.000e-04, eta: 8:54:18, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8219, loss_cls: 1.6399, loss: 1.6399, grad_norm: 4.8341 2021-01-30 21:36:45,791 - mmaction - INFO - Epoch [83][2180/3757] lr: 1.000e-04, eta: 8:54:08, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.7149, loss: 1.7149, grad_norm: 4.8263 2021-01-30 21:36:52,018 - mmaction - INFO - Epoch [83][2200/3757] lr: 1.000e-04, eta: 8:53:57, time: 0.312, data_time: 0.003, memory: 3385, top1_acc: 0.5734, top5_acc: 0.7898, loss_cls: 1.7825, loss: 1.7825, grad_norm: 4.9099 2021-01-30 21:36:57,748 - mmaction - INFO - Epoch [83][2220/3757] lr: 1.000e-04, eta: 8:53:47, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7953, loss_cls: 1.7617, loss: 1.7617, grad_norm: 4.8990 2021-01-30 21:37:04,186 - mmaction - INFO - Epoch [83][2240/3757] lr: 1.000e-04, eta: 8:53:36, time: 0.323, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8180, loss_cls: 1.6384, loss: 1.6384, grad_norm: 4.7038 2021-01-30 21:37:10,144 - mmaction - INFO - Epoch [83][2260/3757] lr: 1.000e-04, eta: 8:53:25, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8203, loss_cls: 1.6376, loss: 1.6376, grad_norm: 4.8015 2021-01-30 21:37:15,838 - mmaction - INFO - Epoch [83][2280/3757] lr: 1.000e-04, eta: 8:53:15, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8211, loss_cls: 1.5951, loss: 1.5951, grad_norm: 4.6231 2021-01-30 21:37:21,669 - mmaction - INFO - Epoch [83][2300/3757] lr: 1.000e-04, eta: 8:53:04, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8156, loss_cls: 1.5968, loss: 1.5968, grad_norm: 4.6385 2021-01-30 21:37:27,751 - mmaction - INFO - Epoch [83][2320/3757] lr: 1.000e-04, eta: 8:52:54, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5476, loss: 1.5476, grad_norm: 4.6473 2021-01-30 21:37:33,338 - mmaction - INFO - Epoch [83][2340/3757] lr: 1.000e-04, eta: 8:52:43, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6090, loss: 1.6090, grad_norm: 4.6269 2021-01-30 21:37:38,933 - mmaction - INFO - Epoch [83][2360/3757] lr: 1.000e-04, eta: 8:52:32, time: 0.280, data_time: 0.004, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.6700, loss: 1.6700, grad_norm: 4.7473 2021-01-30 21:37:44,985 - mmaction - INFO - Epoch [83][2380/3757] lr: 1.000e-04, eta: 8:52:22, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.6903, loss: 1.6903, grad_norm: 4.9212 2021-01-30 21:37:50,763 - mmaction - INFO - Epoch [83][2400/3757] lr: 1.000e-04, eta: 8:52:11, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5588, loss: 1.5588, grad_norm: 4.7149 2021-01-30 21:37:56,290 - mmaction - INFO - Epoch [83][2420/3757] lr: 1.000e-04, eta: 8:52:00, time: 0.276, data_time: 0.000, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8297, loss_cls: 1.6089, loss: 1.6089, grad_norm: 4.8165 2021-01-30 21:38:02,497 - mmaction - INFO - Epoch [83][2440/3757] lr: 1.000e-04, eta: 8:51:50, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8352, loss_cls: 1.5768, loss: 1.5768, grad_norm: 4.7669 2021-01-30 21:38:08,364 - mmaction - INFO - Epoch [83][2460/3757] lr: 1.000e-04, eta: 8:51:39, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.6594, loss: 1.6594, grad_norm: 4.8285 2021-01-30 21:38:14,081 - mmaction - INFO - Epoch [83][2480/3757] lr: 1.000e-04, eta: 8:51:29, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8336, loss_cls: 1.5709, loss: 1.5709, grad_norm: 4.7596 2021-01-30 21:38:19,746 - mmaction - INFO - Epoch [83][2500/3757] lr: 1.000e-04, eta: 8:51:18, time: 0.283, data_time: 0.000, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8180, loss_cls: 1.6519, loss: 1.6519, grad_norm: 4.8400 2021-01-30 21:38:25,840 - mmaction - INFO - Epoch [83][2520/3757] lr: 1.000e-04, eta: 8:51:07, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8016, loss_cls: 1.7046, loss: 1.7046, grad_norm: 4.9093 2021-01-30 21:38:32,746 - mmaction - INFO - Epoch [83][2540/3757] lr: 1.000e-04, eta: 8:50:57, time: 0.346, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.6282, loss: 1.6282, grad_norm: 4.7195 2021-01-30 21:38:38,675 - mmaction - INFO - Epoch [83][2560/3757] lr: 1.000e-04, eta: 8:50:46, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.6119, loss: 1.6119, grad_norm: 4.7734 2021-01-30 21:38:44,228 - mmaction - INFO - Epoch [83][2580/3757] lr: 1.000e-04, eta: 8:50:36, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8211, loss_cls: 1.5851, loss: 1.5851, grad_norm: 4.7195 2021-01-30 21:38:50,259 - mmaction - INFO - Epoch [83][2600/3757] lr: 1.000e-04, eta: 8:50:25, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8156, loss_cls: 1.6632, loss: 1.6632, grad_norm: 4.7990 2021-01-30 21:38:56,046 - mmaction - INFO - Epoch [83][2620/3757] lr: 1.000e-04, eta: 8:50:14, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7969, loss_cls: 1.6906, loss: 1.6906, grad_norm: 4.9244 2021-01-30 21:39:02,725 - mmaction - INFO - Epoch [83][2640/3757] lr: 1.000e-04, eta: 8:50:04, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8227, loss_cls: 1.5995, loss: 1.5995, grad_norm: 4.7352 2021-01-30 21:39:08,041 - mmaction - INFO - Epoch [83][2660/3757] lr: 1.000e-04, eta: 8:49:53, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.7813, loss: 1.7813, grad_norm: 4.9456 2021-01-30 21:39:13,692 - mmaction - INFO - Epoch [83][2680/3757] lr: 1.000e-04, eta: 8:49:43, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8086, loss_cls: 1.6705, loss: 1.6705, grad_norm: 4.8696 2021-01-30 21:39:19,727 - mmaction - INFO - Epoch [83][2700/3757] lr: 1.000e-04, eta: 8:49:32, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.6839, loss: 1.6839, grad_norm: 4.8047 2021-01-30 21:39:25,619 - mmaction - INFO - Epoch [83][2720/3757] lr: 1.000e-04, eta: 8:49:21, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6388, loss: 1.6388, grad_norm: 4.6709 2021-01-30 21:39:31,442 - mmaction - INFO - Epoch [83][2740/3757] lr: 1.000e-04, eta: 8:49:11, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8359, loss_cls: 1.5315, loss: 1.5315, grad_norm: 4.6784 2021-01-30 21:39:36,774 - mmaction - INFO - Epoch [83][2760/3757] lr: 1.000e-04, eta: 8:49:00, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8344, loss_cls: 1.5969, loss: 1.5969, grad_norm: 4.7163 2021-01-30 21:39:42,304 - mmaction - INFO - Epoch [83][2780/3757] lr: 1.000e-04, eta: 8:48:49, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8164, loss_cls: 1.6335, loss: 1.6335, grad_norm: 4.7458 2021-01-30 21:39:48,123 - mmaction - INFO - Epoch [83][2800/3757] lr: 1.000e-04, eta: 8:48:39, time: 0.291, data_time: 0.005, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.6483, loss: 1.6483, grad_norm: 4.7694 2021-01-30 21:39:54,166 - mmaction - INFO - Epoch [83][2820/3757] lr: 1.000e-04, eta: 8:48:28, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6391, loss: 1.6391, grad_norm: 4.8199 2021-01-30 21:39:59,992 - mmaction - INFO - Epoch [83][2840/3757] lr: 1.000e-04, eta: 8:48:18, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8258, loss_cls: 1.6366, loss: 1.6366, grad_norm: 4.8594 2021-01-30 21:40:06,371 - mmaction - INFO - Epoch [83][2860/3757] lr: 1.000e-04, eta: 8:48:07, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8102, loss_cls: 1.7161, loss: 1.7161, grad_norm: 4.9122 2021-01-30 21:40:12,318 - mmaction - INFO - Epoch [83][2880/3757] lr: 1.000e-04, eta: 8:47:57, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8195, loss_cls: 1.6517, loss: 1.6517, grad_norm: 4.7800 2021-01-30 21:40:18,199 - mmaction - INFO - Epoch [83][2900/3757] lr: 1.000e-04, eta: 8:47:46, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8258, loss_cls: 1.6273, loss: 1.6273, grad_norm: 4.8475 2021-01-30 21:40:23,788 - mmaction - INFO - Epoch [83][2920/3757] lr: 1.000e-04, eta: 8:47:35, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8008, loss_cls: 1.6829, loss: 1.6829, grad_norm: 4.7116 2021-01-30 21:40:29,817 - mmaction - INFO - Epoch [83][2940/3757] lr: 1.000e-04, eta: 8:47:25, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8148, loss_cls: 1.6263, loss: 1.6263, grad_norm: 4.7464 2021-01-30 21:40:35,643 - mmaction - INFO - Epoch [83][2960/3757] lr: 1.000e-04, eta: 8:47:14, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.7977, loss_cls: 1.6846, loss: 1.6846, grad_norm: 4.8390 2021-01-30 21:40:41,782 - mmaction - INFO - Epoch [83][2980/3757] lr: 1.000e-04, eta: 8:47:04, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8195, loss_cls: 1.6374, loss: 1.6374, grad_norm: 4.7776 2021-01-30 21:40:47,581 - mmaction - INFO - Epoch [83][3000/3757] lr: 1.000e-04, eta: 8:46:53, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8352, loss_cls: 1.6188, loss: 1.6188, grad_norm: 4.7426 2021-01-30 21:40:53,680 - mmaction - INFO - Epoch [83][3020/3757] lr: 1.000e-04, eta: 8:46:42, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8250, loss_cls: 1.5838, loss: 1.5838, grad_norm: 4.7285 2021-01-30 21:41:00,011 - mmaction - INFO - Epoch [83][3040/3757] lr: 1.000e-04, eta: 8:46:32, time: 0.317, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8063, loss_cls: 1.6965, loss: 1.6965, grad_norm: 4.9110 2021-01-30 21:41:05,611 - mmaction - INFO - Epoch [83][3060/3757] lr: 1.000e-04, eta: 8:46:21, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7969, loss_cls: 1.7128, loss: 1.7128, grad_norm: 4.8773 2021-01-30 21:41:11,413 - mmaction - INFO - Epoch [83][3080/3757] lr: 1.000e-04, eta: 8:46:11, time: 0.290, data_time: 0.000, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8227, loss_cls: 1.5649, loss: 1.5649, grad_norm: 4.7293 2021-01-30 21:41:17,476 - mmaction - INFO - Epoch [83][3100/3757] lr: 1.000e-04, eta: 8:46:00, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8281, loss_cls: 1.5977, loss: 1.5977, grad_norm: 4.7021 2021-01-30 21:41:23,595 - mmaction - INFO - Epoch [83][3120/3757] lr: 1.000e-04, eta: 8:45:50, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6918, loss: 1.6918, grad_norm: 4.9159 2021-01-30 21:41:29,769 - mmaction - INFO - Epoch [83][3140/3757] lr: 1.000e-04, eta: 8:45:39, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8141, loss_cls: 1.6726, loss: 1.6726, grad_norm: 4.8810 2021-01-30 21:41:36,049 - mmaction - INFO - Epoch [83][3160/3757] lr: 1.000e-04, eta: 8:45:29, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.6737, loss: 1.6737, grad_norm: 4.8156 2021-01-30 21:41:42,340 - mmaction - INFO - Epoch [83][3180/3757] lr: 1.000e-04, eta: 8:45:18, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7009, loss: 1.7009, grad_norm: 4.7523 2021-01-30 21:41:48,278 - mmaction - INFO - Epoch [83][3200/3757] lr: 1.000e-04, eta: 8:45:08, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6414, loss: 1.6414, grad_norm: 4.6925 2021-01-30 21:41:53,553 - mmaction - INFO - Epoch [83][3220/3757] lr: 1.000e-04, eta: 8:44:57, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8180, loss_cls: 1.6032, loss: 1.6032, grad_norm: 4.7435 2021-01-30 21:42:00,489 - mmaction - INFO - Epoch [83][3240/3757] lr: 1.000e-04, eta: 8:44:46, time: 0.347, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8000, loss_cls: 1.7143, loss: 1.7143, grad_norm: 4.8925 2021-01-30 21:42:06,394 - mmaction - INFO - Epoch [83][3260/3757] lr: 1.000e-04, eta: 8:44:36, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8313, loss_cls: 1.6101, loss: 1.6101, grad_norm: 4.7456 2021-01-30 21:42:12,494 - mmaction - INFO - Epoch [83][3280/3757] lr: 1.000e-04, eta: 8:44:25, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.7127, loss: 1.7127, grad_norm: 4.8135 2021-01-30 21:42:18,450 - mmaction - INFO - Epoch [83][3300/3757] lr: 1.000e-04, eta: 8:44:15, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8219, loss_cls: 1.6243, loss: 1.6243, grad_norm: 4.6777 2021-01-30 21:42:24,019 - mmaction - INFO - Epoch [83][3320/3757] lr: 1.000e-04, eta: 8:44:04, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8016, loss_cls: 1.7442, loss: 1.7442, grad_norm: 4.9534 2021-01-30 21:42:30,417 - mmaction - INFO - Epoch [83][3340/3757] lr: 1.000e-04, eta: 8:43:54, time: 0.319, data_time: 0.005, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.5947, loss: 1.5947, grad_norm: 4.6578 2021-01-30 21:42:36,564 - mmaction - INFO - Epoch [83][3360/3757] lr: 1.000e-04, eta: 8:43:43, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8367, loss_cls: 1.5815, loss: 1.5815, grad_norm: 4.8195 2021-01-30 21:42:42,598 - mmaction - INFO - Epoch [83][3380/3757] lr: 1.000e-04, eta: 8:43:33, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7930, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.7520 2021-01-30 21:42:47,912 - mmaction - INFO - Epoch [83][3400/3757] lr: 1.000e-04, eta: 8:43:22, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6018, loss: 1.6018, grad_norm: 4.7480 2021-01-30 21:42:53,779 - mmaction - INFO - Epoch [83][3420/3757] lr: 1.000e-04, eta: 8:43:11, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8211, loss_cls: 1.6071, loss: 1.6071, grad_norm: 4.6872 2021-01-30 21:42:59,674 - mmaction - INFO - Epoch [83][3440/3757] lr: 1.000e-04, eta: 8:43:01, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8086, loss_cls: 1.6800, loss: 1.6800, grad_norm: 4.7016 2021-01-30 21:43:04,925 - mmaction - INFO - Epoch [83][3460/3757] lr: 1.000e-04, eta: 8:42:50, time: 0.263, data_time: 0.003, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8133, loss_cls: 1.6276, loss: 1.6276, grad_norm: 4.7214 2021-01-30 21:43:10,882 - mmaction - INFO - Epoch [83][3480/3757] lr: 1.000e-04, eta: 8:42:39, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.6900, loss: 1.6900, grad_norm: 4.8231 2021-01-30 21:43:17,157 - mmaction - INFO - Epoch [83][3500/3757] lr: 1.000e-04, eta: 8:42:29, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.5962, loss: 1.5962, grad_norm: 4.6656 2021-01-30 21:43:23,179 - mmaction - INFO - Epoch [83][3520/3757] lr: 1.000e-04, eta: 8:42:18, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.5828, loss: 1.5828, grad_norm: 4.7018 2021-01-30 21:43:28,504 - mmaction - INFO - Epoch [83][3540/3757] lr: 1.000e-04, eta: 8:42:08, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8227, loss_cls: 1.5986, loss: 1.5986, grad_norm: 4.6895 2021-01-30 21:43:34,924 - mmaction - INFO - Epoch [83][3560/3757] lr: 1.000e-04, eta: 8:41:57, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.5616, loss: 1.5616, grad_norm: 4.7798 2021-01-30 21:43:40,642 - mmaction - INFO - Epoch [83][3580/3757] lr: 1.000e-04, eta: 8:41:47, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6216, loss: 1.6216, grad_norm: 4.6890 2021-01-30 21:43:46,336 - mmaction - INFO - Epoch [83][3600/3757] lr: 1.000e-04, eta: 8:41:36, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8375, loss_cls: 1.6233, loss: 1.6233, grad_norm: 4.7397 2021-01-30 21:43:51,907 - mmaction - INFO - Epoch [83][3620/3757] lr: 1.000e-04, eta: 8:41:25, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.5718, loss: 1.5718, grad_norm: 4.7929 2021-01-30 21:43:57,825 - mmaction - INFO - Epoch [83][3640/3757] lr: 1.000e-04, eta: 8:41:15, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8180, loss_cls: 1.6694, loss: 1.6694, grad_norm: 4.9202 2021-01-30 21:44:04,147 - mmaction - INFO - Epoch [83][3660/3757] lr: 1.000e-04, eta: 8:41:04, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5451, loss: 1.5451, grad_norm: 4.7412 2021-01-30 21:44:10,291 - mmaction - INFO - Epoch [83][3680/3757] lr: 1.000e-04, eta: 8:40:54, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.6372, loss: 1.6372, grad_norm: 4.8717 2021-01-30 21:44:16,534 - mmaction - INFO - Epoch [83][3700/3757] lr: 1.000e-04, eta: 8:40:43, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8172, loss_cls: 1.6551, loss: 1.6551, grad_norm: 4.9024 2021-01-30 21:44:22,682 - mmaction - INFO - Epoch [83][3720/3757] lr: 1.000e-04, eta: 8:40:33, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6837, loss: 1.6837, grad_norm: 4.7509 2021-01-30 21:44:27,929 - mmaction - INFO - Epoch [83][3740/3757] lr: 1.000e-04, eta: 8:40:22, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8359, loss_cls: 1.5794, loss: 1.5794, grad_norm: 4.6873 2021-01-30 21:44:50,222 - mmaction - INFO - Saving checkpoint at 83 epochs 2021-01-30 21:56:18,860 - mmaction - INFO - Epoch [84][20/3757] lr: 1.000e-04, eta: 8:42:21, time: 34.418, data_time: 34.051, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5618, loss: 1.5618, grad_norm: 4.7941 2021-01-30 21:56:23,035 - mmaction - INFO - Epoch [84][40/3757] lr: 1.000e-04, eta: 8:42:10, time: 0.214, data_time: 0.009, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.5673, loss: 1.5673, grad_norm: 4.7197 2021-01-30 21:56:27,263 - mmaction - INFO - Epoch [84][60/3757] lr: 1.000e-04, eta: 8:41:59, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.7969, loss_cls: 1.7386, loss: 1.7386, grad_norm: 4.8321 2021-01-30 21:56:31,453 - mmaction - INFO - Epoch [84][80/3757] lr: 1.000e-04, eta: 8:41:48, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8187, loss_cls: 1.6408, loss: 1.6408, grad_norm: 4.7726 2021-01-30 21:56:35,724 - mmaction - INFO - Epoch [84][100/3757] lr: 1.000e-04, eta: 8:41:37, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8203, loss_cls: 1.6239, loss: 1.6239, grad_norm: 4.8699 2021-01-30 21:56:39,910 - mmaction - INFO - Epoch [84][120/3757] lr: 1.000e-04, eta: 8:41:26, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8109, loss_cls: 1.7579, loss: 1.7579, grad_norm: 4.9796 2021-01-30 21:56:44,092 - mmaction - INFO - Epoch [84][140/3757] lr: 1.000e-04, eta: 8:41:15, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8336, loss_cls: 1.5877, loss: 1.5877, grad_norm: 4.6953 2021-01-30 21:56:48,367 - mmaction - INFO - Epoch [84][160/3757] lr: 1.000e-04, eta: 8:41:04, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6051, loss: 1.6051, grad_norm: 4.6862 2021-01-30 21:56:52,548 - mmaction - INFO - Epoch [84][180/3757] lr: 1.000e-04, eta: 8:40:53, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8242, loss_cls: 1.5849, loss: 1.5849, grad_norm: 4.7325 2021-01-30 21:56:56,845 - mmaction - INFO - Epoch [84][200/3757] lr: 1.000e-04, eta: 8:40:43, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8281, loss_cls: 1.5501, loss: 1.5501, grad_norm: 4.6438 2021-01-30 21:57:00,985 - mmaction - INFO - Epoch [84][220/3757] lr: 1.000e-04, eta: 8:40:32, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8227, loss_cls: 1.6421, loss: 1.6421, grad_norm: 4.8200 2021-01-30 21:57:05,259 - mmaction - INFO - Epoch [84][240/3757] lr: 1.000e-04, eta: 8:40:21, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6571, loss: 1.6571, grad_norm: 4.8264 2021-01-30 21:57:09,412 - mmaction - INFO - Epoch [84][260/3757] lr: 1.000e-04, eta: 8:40:10, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8352, loss_cls: 1.5759, loss: 1.5759, grad_norm: 4.7358 2021-01-30 21:57:13,607 - mmaction - INFO - Epoch [84][280/3757] lr: 1.000e-04, eta: 8:39:59, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8227, loss_cls: 1.6670, loss: 1.6670, grad_norm: 4.8963 2021-01-30 21:57:18,038 - mmaction - INFO - Epoch [84][300/3757] lr: 1.000e-04, eta: 8:39:48, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8234, loss_cls: 1.6431, loss: 1.6431, grad_norm: 4.7811 2021-01-30 21:57:22,285 - mmaction - INFO - Epoch [84][320/3757] lr: 1.000e-04, eta: 8:39:37, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8016, loss_cls: 1.6915, loss: 1.6915, grad_norm: 4.7987 2021-01-30 21:57:26,684 - mmaction - INFO - Epoch [84][340/3757] lr: 1.000e-04, eta: 8:39:26, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8211, loss_cls: 1.6300, loss: 1.6300, grad_norm: 4.7633 2021-01-30 21:57:30,904 - mmaction - INFO - Epoch [84][360/3757] lr: 1.000e-04, eta: 8:39:15, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8070, loss_cls: 1.7037, loss: 1.7037, grad_norm: 4.8979 2021-01-30 21:57:35,116 - mmaction - INFO - Epoch [84][380/3757] lr: 1.000e-04, eta: 8:39:04, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8281, loss_cls: 1.6252, loss: 1.6252, grad_norm: 4.7704 2021-01-30 21:57:39,411 - mmaction - INFO - Epoch [84][400/3757] lr: 1.000e-04, eta: 8:38:53, time: 0.215, data_time: 0.005, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8281, loss_cls: 1.6208, loss: 1.6208, grad_norm: 4.8634 2021-01-30 21:57:43,732 - mmaction - INFO - Epoch [84][420/3757] lr: 1.000e-04, eta: 8:38:42, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8172, loss_cls: 1.6079, loss: 1.6079, grad_norm: 4.7359 2021-01-30 21:57:48,263 - mmaction - INFO - Epoch [84][440/3757] lr: 1.000e-04, eta: 8:38:31, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7104, loss: 1.7104, grad_norm: 4.8378 2021-01-30 21:57:52,951 - mmaction - INFO - Epoch [84][460/3757] lr: 1.000e-04, eta: 8:38:20, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8148, loss_cls: 1.6606, loss: 1.6606, grad_norm: 4.7764 2021-01-30 21:57:57,459 - mmaction - INFO - Epoch [84][480/3757] lr: 1.000e-04, eta: 8:38:10, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8148, loss_cls: 1.6448, loss: 1.6448, grad_norm: 4.6837 2021-01-30 21:58:01,890 - mmaction - INFO - Epoch [84][500/3757] lr: 1.000e-04, eta: 8:37:59, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8180, loss_cls: 1.6015, loss: 1.6015, grad_norm: 4.7321 2021-01-30 21:58:06,528 - mmaction - INFO - Epoch [84][520/3757] lr: 1.000e-04, eta: 8:37:48, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8336, loss_cls: 1.5697, loss: 1.5697, grad_norm: 4.5409 2021-01-30 21:58:11,530 - mmaction - INFO - Epoch [84][540/3757] lr: 1.000e-04, eta: 8:37:37, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.5772, loss: 1.5772, grad_norm: 4.7820 2021-01-30 21:58:16,324 - mmaction - INFO - Epoch [84][560/3757] lr: 1.000e-04, eta: 8:37:26, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8203, loss_cls: 1.6490, loss: 1.6490, grad_norm: 4.7714 2021-01-30 21:58:21,770 - mmaction - INFO - Epoch [84][580/3757] lr: 1.000e-04, eta: 8:37:16, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6352, top5_acc: 0.8484, loss_cls: 1.5077, loss: 1.5077, grad_norm: 4.6018 2021-01-30 21:58:26,802 - mmaction - INFO - Epoch [84][600/3757] lr: 1.000e-04, eta: 8:37:05, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.6436, loss: 1.6436, grad_norm: 4.7166 2021-01-30 21:58:31,305 - mmaction - INFO - Epoch [84][620/3757] lr: 1.000e-04, eta: 8:36:54, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8117, loss_cls: 1.6643, loss: 1.6643, grad_norm: 4.8376 2021-01-30 21:58:36,575 - mmaction - INFO - Epoch [84][640/3757] lr: 1.000e-04, eta: 8:36:43, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.7624 2021-01-30 21:58:41,152 - mmaction - INFO - Epoch [84][660/3757] lr: 1.000e-04, eta: 8:36:32, time: 0.231, data_time: 0.005, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8359, loss_cls: 1.5593, loss: 1.5593, grad_norm: 4.6972 2021-01-30 21:58:46,169 - mmaction - INFO - Epoch [84][680/3757] lr: 1.000e-04, eta: 8:36:21, time: 0.251, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6428, loss: 1.6428, grad_norm: 4.8432 2021-01-30 21:58:50,820 - mmaction - INFO - Epoch [84][700/3757] lr: 1.000e-04, eta: 8:36:11, time: 0.232, data_time: 0.000, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8180, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.7522 2021-01-30 21:58:55,995 - mmaction - INFO - Epoch [84][720/3757] lr: 1.000e-04, eta: 8:36:00, time: 0.259, data_time: 0.003, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8172, loss_cls: 1.6216, loss: 1.6216, grad_norm: 4.7744 2021-01-30 21:59:01,715 - mmaction - INFO - Epoch [84][740/3757] lr: 1.000e-04, eta: 8:35:49, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6338, loss: 1.6338, grad_norm: 4.7744 2021-01-30 21:59:06,694 - mmaction - INFO - Epoch [84][760/3757] lr: 1.000e-04, eta: 8:35:38, time: 0.249, data_time: 0.004, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8016, loss_cls: 1.7334, loss: 1.7334, grad_norm: 4.8447 2021-01-30 21:59:12,375 - mmaction - INFO - Epoch [84][780/3757] lr: 1.000e-04, eta: 8:35:28, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8094, loss_cls: 1.6912, loss: 1.6912, grad_norm: 4.8027 2021-01-30 21:59:17,444 - mmaction - INFO - Epoch [84][800/3757] lr: 1.000e-04, eta: 8:35:17, time: 0.254, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8180, loss_cls: 1.6926, loss: 1.6926, grad_norm: 4.9297 2021-01-30 21:59:22,592 - mmaction - INFO - Epoch [84][820/3757] lr: 1.000e-04, eta: 8:35:06, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.6936, loss: 1.6936, grad_norm: 4.8338 2021-01-30 21:59:28,075 - mmaction - INFO - Epoch [84][840/3757] lr: 1.000e-04, eta: 8:34:56, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.6139, loss: 1.6139, grad_norm: 4.7537 2021-01-30 21:59:33,666 - mmaction - INFO - Epoch [84][860/3757] lr: 1.000e-04, eta: 8:34:45, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8258, loss_cls: 1.6191, loss: 1.6191, grad_norm: 4.7386 2021-01-30 21:59:39,106 - mmaction - INFO - Epoch [84][880/3757] lr: 1.000e-04, eta: 8:34:34, time: 0.272, data_time: 0.005, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8234, loss_cls: 1.6008, loss: 1.6008, grad_norm: 4.6508 2021-01-30 21:59:43,805 - mmaction - INFO - Epoch [84][900/3757] lr: 1.000e-04, eta: 8:34:24, time: 0.235, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.5745, loss: 1.5745, grad_norm: 4.7662 2021-01-30 21:59:49,744 - mmaction - INFO - Epoch [84][920/3757] lr: 1.000e-04, eta: 8:34:13, time: 0.297, data_time: 0.004, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.6079, loss: 1.6079, grad_norm: 4.8540 2021-01-30 21:59:55,140 - mmaction - INFO - Epoch [84][940/3757] lr: 1.000e-04, eta: 8:34:02, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8141, loss_cls: 1.6481, loss: 1.6481, grad_norm: 4.8279 2021-01-30 22:00:01,006 - mmaction - INFO - Epoch [84][960/3757] lr: 1.000e-04, eta: 8:33:52, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.7112, loss: 1.7112, grad_norm: 4.8478 2021-01-30 22:00:06,438 - mmaction - INFO - Epoch [84][980/3757] lr: 1.000e-04, eta: 8:33:41, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.6599, loss: 1.6599, grad_norm: 4.7950 2021-01-30 22:00:11,524 - mmaction - INFO - Epoch [84][1000/3757] lr: 1.000e-04, eta: 8:33:30, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8172, loss_cls: 1.7330, loss: 1.7330, grad_norm: 4.7965 2021-01-30 22:00:17,200 - mmaction - INFO - Epoch [84][1020/3757] lr: 1.000e-04, eta: 8:33:20, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.5873, loss: 1.5873, grad_norm: 4.7312 2021-01-30 22:00:23,421 - mmaction - INFO - Epoch [84][1040/3757] lr: 1.000e-04, eta: 8:33:09, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8055, loss_cls: 1.6359, loss: 1.6359, grad_norm: 4.6500 2021-01-30 22:00:29,042 - mmaction - INFO - Epoch [84][1060/3757] lr: 1.000e-04, eta: 8:32:58, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.5694, loss: 1.5694, grad_norm: 4.6941 2021-01-30 22:00:34,707 - mmaction - INFO - Epoch [84][1080/3757] lr: 1.000e-04, eta: 8:32:48, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8156, loss_cls: 1.6179, loss: 1.6179, grad_norm: 4.8345 2021-01-30 22:00:40,519 - mmaction - INFO - Epoch [84][1100/3757] lr: 1.000e-04, eta: 8:32:37, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6463, loss: 1.6463, grad_norm: 4.7017 2021-01-30 22:00:46,674 - mmaction - INFO - Epoch [84][1120/3757] lr: 1.000e-04, eta: 8:32:27, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8086, loss_cls: 1.6829, loss: 1.6829, grad_norm: 4.7790 2021-01-30 22:00:52,760 - mmaction - INFO - Epoch [84][1140/3757] lr: 1.000e-04, eta: 8:32:16, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.6193, loss: 1.6193, grad_norm: 4.7453 2021-01-30 22:00:57,717 - mmaction - INFO - Epoch [84][1160/3757] lr: 1.000e-04, eta: 8:32:05, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.6272, loss: 1.6272, grad_norm: 4.6901 2021-01-30 22:01:03,259 - mmaction - INFO - Epoch [84][1180/3757] lr: 1.000e-04, eta: 8:31:55, time: 0.277, data_time: 0.004, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8008, loss_cls: 1.6769, loss: 1.6769, grad_norm: 4.8450 2021-01-30 22:01:09,456 - mmaction - INFO - Epoch [84][1200/3757] lr: 1.000e-04, eta: 8:31:44, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.5591, loss: 1.5591, grad_norm: 4.7787 2021-01-30 22:01:14,740 - mmaction - INFO - Epoch [84][1220/3757] lr: 1.000e-04, eta: 8:31:33, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8281, loss_cls: 1.5843, loss: 1.5843, grad_norm: 4.6764 2021-01-30 22:01:20,149 - mmaction - INFO - Epoch [84][1240/3757] lr: 1.000e-04, eta: 8:31:23, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7977, loss_cls: 1.7178, loss: 1.7178, grad_norm: 4.8170 2021-01-30 22:01:25,461 - mmaction - INFO - Epoch [84][1260/3757] lr: 1.000e-04, eta: 8:31:12, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8195, loss_cls: 1.6346, loss: 1.6346, grad_norm: 4.7977 2021-01-30 22:01:30,498 - mmaction - INFO - Epoch [84][1280/3757] lr: 1.000e-04, eta: 8:31:01, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8086, loss_cls: 1.6615, loss: 1.6615, grad_norm: 4.7594 2021-01-30 22:01:36,548 - mmaction - INFO - Epoch [84][1300/3757] lr: 1.000e-04, eta: 8:30:51, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8281, loss_cls: 1.6051, loss: 1.6051, grad_norm: 4.7184 2021-01-30 22:01:41,875 - mmaction - INFO - Epoch [84][1320/3757] lr: 1.000e-04, eta: 8:30:40, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8125, loss_cls: 1.6481, loss: 1.6481, grad_norm: 4.8757 2021-01-30 22:01:46,963 - mmaction - INFO - Epoch [84][1340/3757] lr: 1.000e-04, eta: 8:30:29, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8078, loss_cls: 1.6625, loss: 1.6625, grad_norm: 4.8359 2021-01-30 22:01:53,106 - mmaction - INFO - Epoch [84][1360/3757] lr: 1.000e-04, eta: 8:30:19, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8195, loss_cls: 1.6385, loss: 1.6385, grad_norm: 4.8455 2021-01-30 22:01:58,359 - mmaction - INFO - Epoch [84][1380/3757] lr: 1.000e-04, eta: 8:30:08, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8133, loss_cls: 1.6010, loss: 1.6010, grad_norm: 4.7860 2021-01-30 22:02:04,763 - mmaction - INFO - Epoch [84][1400/3757] lr: 1.000e-04, eta: 8:29:58, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8164, loss_cls: 1.6849, loss: 1.6849, grad_norm: 4.7806 2021-01-30 22:02:11,108 - mmaction - INFO - Epoch [84][1420/3757] lr: 1.000e-04, eta: 8:29:47, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8086, loss_cls: 1.6233, loss: 1.6233, grad_norm: 4.7463 2021-01-30 22:02:16,407 - mmaction - INFO - Epoch [84][1440/3757] lr: 1.000e-04, eta: 8:29:36, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.5378, loss: 1.5378, grad_norm: 4.6364 2021-01-30 22:02:21,733 - mmaction - INFO - Epoch [84][1460/3757] lr: 1.000e-04, eta: 8:29:26, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8203, loss_cls: 1.6375, loss: 1.6375, grad_norm: 4.8391 2021-01-30 22:02:27,167 - mmaction - INFO - Epoch [84][1480/3757] lr: 1.000e-04, eta: 8:29:15, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6286, loss: 1.6286, grad_norm: 4.7646 2021-01-30 22:02:33,267 - mmaction - INFO - Epoch [84][1500/3757] lr: 1.000e-04, eta: 8:29:05, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8141, loss_cls: 1.6836, loss: 1.6836, grad_norm: 4.8323 2021-01-30 22:02:38,614 - mmaction - INFO - Epoch [84][1520/3757] lr: 1.000e-04, eta: 8:28:54, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8102, loss_cls: 1.6875, loss: 1.6875, grad_norm: 4.8933 2021-01-30 22:02:44,289 - mmaction - INFO - Epoch [84][1540/3757] lr: 1.000e-04, eta: 8:28:43, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8391, loss_cls: 1.5284, loss: 1.5284, grad_norm: 4.7140 2021-01-30 22:02:49,704 - mmaction - INFO - Epoch [84][1560/3757] lr: 1.000e-04, eta: 8:28:33, time: 0.271, data_time: 0.000, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.6771, loss: 1.6771, grad_norm: 4.8706 2021-01-30 22:02:55,170 - mmaction - INFO - Epoch [84][1580/3757] lr: 1.000e-04, eta: 8:28:22, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8086, loss_cls: 1.6808, loss: 1.6808, grad_norm: 4.8331 2021-01-30 22:03:00,523 - mmaction - INFO - Epoch [84][1600/3757] lr: 1.000e-04, eta: 8:28:11, time: 0.267, data_time: 0.000, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8250, loss_cls: 1.6064, loss: 1.6064, grad_norm: 4.8838 2021-01-30 22:03:06,106 - mmaction - INFO - Epoch [84][1620/3757] lr: 1.000e-04, eta: 8:28:01, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6215, loss: 1.6215, grad_norm: 4.7992 2021-01-30 22:03:12,297 - mmaction - INFO - Epoch [84][1640/3757] lr: 1.000e-04, eta: 8:27:50, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8039, loss_cls: 1.6766, loss: 1.6766, grad_norm: 4.8667 2021-01-30 22:03:18,075 - mmaction - INFO - Epoch [84][1660/3757] lr: 1.000e-04, eta: 8:27:40, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8219, loss_cls: 1.6646, loss: 1.6646, grad_norm: 4.9132 2021-01-30 22:03:24,228 - mmaction - INFO - Epoch [84][1680/3757] lr: 1.000e-04, eta: 8:27:29, time: 0.308, data_time: 0.004, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8391, loss_cls: 1.5202, loss: 1.5202, grad_norm: 4.6630 2021-01-30 22:03:29,630 - mmaction - INFO - Epoch [84][1700/3757] lr: 1.000e-04, eta: 8:27:18, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.6500, loss: 1.6500, grad_norm: 4.8446 2021-01-30 22:03:35,300 - mmaction - INFO - Epoch [84][1720/3757] lr: 1.000e-04, eta: 8:27:08, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.5611, loss: 1.5611, grad_norm: 4.7036 2021-01-30 22:03:40,987 - mmaction - INFO - Epoch [84][1740/3757] lr: 1.000e-04, eta: 8:26:57, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8016, loss_cls: 1.6218, loss: 1.6218, grad_norm: 4.6900 2021-01-30 22:03:47,097 - mmaction - INFO - Epoch [84][1760/3757] lr: 1.000e-04, eta: 8:26:47, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.5297, loss: 1.5297, grad_norm: 4.6045 2021-01-30 22:03:53,244 - mmaction - INFO - Epoch [84][1780/3757] lr: 1.000e-04, eta: 8:26:36, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8422, loss_cls: 1.5174, loss: 1.5174, grad_norm: 4.7050 2021-01-30 22:03:58,602 - mmaction - INFO - Epoch [84][1800/3757] lr: 1.000e-04, eta: 8:26:25, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6623, loss: 1.6623, grad_norm: 4.7967 2021-01-30 22:04:04,051 - mmaction - INFO - Epoch [84][1820/3757] lr: 1.000e-04, eta: 8:26:15, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8016, loss_cls: 1.6876, loss: 1.6876, grad_norm: 4.7684 2021-01-30 22:04:09,852 - mmaction - INFO - Epoch [84][1840/3757] lr: 1.000e-04, eta: 8:26:04, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8352, loss_cls: 1.6029, loss: 1.6029, grad_norm: 4.8106 2021-01-30 22:04:15,580 - mmaction - INFO - Epoch [84][1860/3757] lr: 1.000e-04, eta: 8:25:54, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8258, loss_cls: 1.5717, loss: 1.5717, grad_norm: 4.7402 2021-01-30 22:04:21,735 - mmaction - INFO - Epoch [84][1880/3757] lr: 1.000e-04, eta: 8:25:43, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8102, loss_cls: 1.6577, loss: 1.6577, grad_norm: 4.7329 2021-01-30 22:04:27,567 - mmaction - INFO - Epoch [84][1900/3757] lr: 1.000e-04, eta: 8:25:33, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.5760, loss: 1.5760, grad_norm: 4.7558 2021-01-30 22:04:32,841 - mmaction - INFO - Epoch [84][1920/3757] lr: 1.000e-04, eta: 8:25:22, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8336, loss_cls: 1.5546, loss: 1.5546, grad_norm: 4.7112 2021-01-30 22:04:38,306 - mmaction - INFO - Epoch [84][1940/3757] lr: 1.000e-04, eta: 8:25:11, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.5697, loss: 1.5697, grad_norm: 4.6782 2021-01-30 22:04:44,551 - mmaction - INFO - Epoch [84][1960/3757] lr: 1.000e-04, eta: 8:25:01, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.5863, loss: 1.5863, grad_norm: 4.7385 2021-01-30 22:04:50,183 - mmaction - INFO - Epoch [84][1980/3757] lr: 1.000e-04, eta: 8:24:50, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8078, loss_cls: 1.6648, loss: 1.6648, grad_norm: 4.8526 2021-01-30 22:04:55,494 - mmaction - INFO - Epoch [84][2000/3757] lr: 1.000e-04, eta: 8:24:39, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.6083, loss: 1.6083, grad_norm: 4.7297 2021-01-30 22:05:00,872 - mmaction - INFO - Epoch [84][2020/3757] lr: 1.000e-04, eta: 8:24:29, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8383, loss_cls: 1.5363, loss: 1.5363, grad_norm: 4.7701 2021-01-30 22:05:07,494 - mmaction - INFO - Epoch [84][2040/3757] lr: 1.000e-04, eta: 8:24:18, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8141, loss_cls: 1.6715, loss: 1.6715, grad_norm: 4.8532 2021-01-30 22:05:13,206 - mmaction - INFO - Epoch [84][2060/3757] lr: 1.000e-04, eta: 8:24:08, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8406, loss_cls: 1.5158, loss: 1.5158, grad_norm: 4.6761 2021-01-30 22:05:18,778 - mmaction - INFO - Epoch [84][2080/3757] lr: 1.000e-04, eta: 8:23:57, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8086, loss_cls: 1.6524, loss: 1.6524, grad_norm: 4.7640 2021-01-30 22:05:24,441 - mmaction - INFO - Epoch [84][2100/3757] lr: 1.000e-04, eta: 8:23:47, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8070, loss_cls: 1.6947, loss: 1.6947, grad_norm: 4.8262 2021-01-30 22:05:30,247 - mmaction - INFO - Epoch [84][2120/3757] lr: 1.000e-04, eta: 8:23:36, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8180, loss_cls: 1.6382, loss: 1.6382, grad_norm: 4.8937 2021-01-30 22:05:36,245 - mmaction - INFO - Epoch [84][2140/3757] lr: 1.000e-04, eta: 8:23:26, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8227, loss_cls: 1.6279, loss: 1.6279, grad_norm: 4.7365 2021-01-30 22:05:42,604 - mmaction - INFO - Epoch [84][2160/3757] lr: 1.000e-04, eta: 8:23:15, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8086, loss_cls: 1.6716, loss: 1.6716, grad_norm: 4.6682 2021-01-30 22:05:48,135 - mmaction - INFO - Epoch [84][2180/3757] lr: 1.000e-04, eta: 8:23:04, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.5294, loss: 1.5294, grad_norm: 4.6451 2021-01-30 22:05:53,634 - mmaction - INFO - Epoch [84][2200/3757] lr: 1.000e-04, eta: 8:22:54, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8258, loss_cls: 1.6528, loss: 1.6528, grad_norm: 4.8080 2021-01-30 22:05:59,320 - mmaction - INFO - Epoch [84][2220/3757] lr: 1.000e-04, eta: 8:22:43, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6065, loss: 1.6065, grad_norm: 4.7560 2021-01-30 22:06:05,059 - mmaction - INFO - Epoch [84][2240/3757] lr: 1.000e-04, eta: 8:22:33, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8305, loss_cls: 1.5853, loss: 1.5853, grad_norm: 4.7431 2021-01-30 22:06:10,577 - mmaction - INFO - Epoch [84][2260/3757] lr: 1.000e-04, eta: 8:22:22, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.7068, loss: 1.7068, grad_norm: 4.7947 2021-01-30 22:06:16,020 - mmaction - INFO - Epoch [84][2280/3757] lr: 1.000e-04, eta: 8:22:11, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.6898, loss: 1.6898, grad_norm: 4.9067 2021-01-30 22:06:22,654 - mmaction - INFO - Epoch [84][2300/3757] lr: 1.000e-04, eta: 8:22:01, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8195, loss_cls: 1.6356, loss: 1.6356, grad_norm: 4.8084 2021-01-30 22:06:28,205 - mmaction - INFO - Epoch [84][2320/3757] lr: 1.000e-04, eta: 8:21:50, time: 0.277, data_time: 0.004, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8305, loss_cls: 1.6009, loss: 1.6009, grad_norm: 4.8662 2021-01-30 22:06:34,136 - mmaction - INFO - Epoch [84][2340/3757] lr: 1.000e-04, eta: 8:21:40, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8156, loss_cls: 1.7146, loss: 1.7146, grad_norm: 4.9217 2021-01-30 22:06:40,186 - mmaction - INFO - Epoch [84][2360/3757] lr: 1.000e-04, eta: 8:21:29, time: 0.302, data_time: 0.004, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8430, loss_cls: 1.5421, loss: 1.5421, grad_norm: 4.6852 2021-01-30 22:06:45,279 - mmaction - INFO - Epoch [84][2380/3757] lr: 1.000e-04, eta: 8:21:19, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8336, loss_cls: 1.5836, loss: 1.5836, grad_norm: 4.8391 2021-01-30 22:06:50,964 - mmaction - INFO - Epoch [84][2400/3757] lr: 1.000e-04, eta: 8:21:08, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8086, loss_cls: 1.6339, loss: 1.6339, grad_norm: 4.7389 2021-01-30 22:06:56,382 - mmaction - INFO - Epoch [84][2420/3757] lr: 1.000e-04, eta: 8:20:57, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8148, loss_cls: 1.6436, loss: 1.6436, grad_norm: 4.8165 2021-01-30 22:07:02,379 - mmaction - INFO - Epoch [84][2440/3757] lr: 1.000e-04, eta: 8:20:47, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8117, loss_cls: 1.6984, loss: 1.6984, grad_norm: 4.8563 2021-01-30 22:07:08,029 - mmaction - INFO - Epoch [84][2460/3757] lr: 1.000e-04, eta: 8:20:36, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8094, loss_cls: 1.6530, loss: 1.6530, grad_norm: 4.7675 2021-01-30 22:07:13,838 - mmaction - INFO - Epoch [84][2480/3757] lr: 1.000e-04, eta: 8:20:26, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8133, loss_cls: 1.6628, loss: 1.6628, grad_norm: 4.7919 2021-01-30 22:07:19,497 - mmaction - INFO - Epoch [84][2500/3757] lr: 1.000e-04, eta: 8:20:15, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7984, loss_cls: 1.7487, loss: 1.7487, grad_norm: 4.8809 2021-01-30 22:07:25,647 - mmaction - INFO - Epoch [84][2520/3757] lr: 1.000e-04, eta: 8:20:05, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8109, loss_cls: 1.6025, loss: 1.6025, grad_norm: 4.7978 2021-01-30 22:07:31,388 - mmaction - INFO - Epoch [84][2540/3757] lr: 1.000e-04, eta: 8:19:54, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.6152, loss: 1.6152, grad_norm: 4.7115 2021-01-30 22:07:36,625 - mmaction - INFO - Epoch [84][2560/3757] lr: 1.000e-04, eta: 8:19:43, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6407, loss: 1.6407, grad_norm: 4.7493 2021-01-30 22:07:42,307 - mmaction - INFO - Epoch [84][2580/3757] lr: 1.000e-04, eta: 8:19:33, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8289, loss_cls: 1.6023, loss: 1.6023, grad_norm: 4.8263 2021-01-30 22:07:48,385 - mmaction - INFO - Epoch [84][2600/3757] lr: 1.000e-04, eta: 8:19:22, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.7268, loss: 1.7268, grad_norm: 4.9988 2021-01-30 22:07:54,580 - mmaction - INFO - Epoch [84][2620/3757] lr: 1.000e-04, eta: 8:19:12, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8172, loss_cls: 1.6361, loss: 1.6361, grad_norm: 4.7885 2021-01-30 22:08:00,282 - mmaction - INFO - Epoch [84][2640/3757] lr: 1.000e-04, eta: 8:19:01, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8273, loss_cls: 1.5537, loss: 1.5537, grad_norm: 4.7125 2021-01-30 22:08:07,267 - mmaction - INFO - Epoch [84][2660/3757] lr: 1.000e-04, eta: 8:18:51, time: 0.349, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.5690, loss: 1.5690, grad_norm: 4.6197 2021-01-30 22:08:13,108 - mmaction - INFO - Epoch [84][2680/3757] lr: 1.000e-04, eta: 8:18:40, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.7207, loss: 1.7207, grad_norm: 4.8254 2021-01-30 22:08:18,732 - mmaction - INFO - Epoch [84][2700/3757] lr: 1.000e-04, eta: 8:18:30, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8156, loss_cls: 1.6836, loss: 1.6836, grad_norm: 4.8612 2021-01-30 22:08:24,972 - mmaction - INFO - Epoch [84][2720/3757] lr: 1.000e-04, eta: 8:18:19, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8055, loss_cls: 1.6475, loss: 1.6475, grad_norm: 4.7780 2021-01-30 22:08:30,522 - mmaction - INFO - Epoch [84][2740/3757] lr: 1.000e-04, eta: 8:18:09, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.6978, loss: 1.6978, grad_norm: 4.8767 2021-01-30 22:08:36,672 - mmaction - INFO - Epoch [84][2760/3757] lr: 1.000e-04, eta: 8:17:58, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8289, loss_cls: 1.6716, loss: 1.6716, grad_norm: 4.8394 2021-01-30 22:08:42,609 - mmaction - INFO - Epoch [84][2780/3757] lr: 1.000e-04, eta: 8:17:48, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8164, loss_cls: 1.6844, loss: 1.6844, grad_norm: 4.8814 2021-01-30 22:08:48,105 - mmaction - INFO - Epoch [84][2800/3757] lr: 1.000e-04, eta: 8:17:37, time: 0.274, data_time: 0.000, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6458, loss: 1.6458, grad_norm: 4.8405 2021-01-30 22:08:54,164 - mmaction - INFO - Epoch [84][2820/3757] lr: 1.000e-04, eta: 8:17:27, time: 0.303, data_time: 0.004, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8078, loss_cls: 1.7035, loss: 1.7035, grad_norm: 4.7868 2021-01-30 22:08:59,739 - mmaction - INFO - Epoch [84][2840/3757] lr: 1.000e-04, eta: 8:17:16, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.6990, loss: 1.6990, grad_norm: 4.8892 2021-01-30 22:09:05,271 - mmaction - INFO - Epoch [84][2860/3757] lr: 1.000e-04, eta: 8:17:05, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8187, loss_cls: 1.6142, loss: 1.6142, grad_norm: 4.6894 2021-01-30 22:09:11,730 - mmaction - INFO - Epoch [84][2880/3757] lr: 1.000e-04, eta: 8:16:55, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8273, loss_cls: 1.6255, loss: 1.6255, grad_norm: 4.8087 2021-01-30 22:09:17,092 - mmaction - INFO - Epoch [84][2900/3757] lr: 1.000e-04, eta: 8:16:44, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6310, loss: 1.6310, grad_norm: 4.7978 2021-01-30 22:09:22,980 - mmaction - INFO - Epoch [84][2920/3757] lr: 1.000e-04, eta: 8:16:34, time: 0.294, data_time: 0.000, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.6947, loss: 1.6947, grad_norm: 4.9533 2021-01-30 22:09:28,070 - mmaction - INFO - Epoch [84][2940/3757] lr: 1.000e-04, eta: 8:16:23, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.6355, loss: 1.6355, grad_norm: 4.8196 2021-01-30 22:09:34,875 - mmaction - INFO - Epoch [84][2960/3757] lr: 1.000e-04, eta: 8:16:13, time: 0.340, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8273, loss_cls: 1.5977, loss: 1.5977, grad_norm: 4.8067 2021-01-30 22:09:40,622 - mmaction - INFO - Epoch [84][2980/3757] lr: 1.000e-04, eta: 8:16:02, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8234, loss_cls: 1.6322, loss: 1.6322, grad_norm: 4.7759 2021-01-30 22:09:46,535 - mmaction - INFO - Epoch [84][3000/3757] lr: 1.000e-04, eta: 8:15:52, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6324, loss: 1.6324, grad_norm: 4.6892 2021-01-30 22:09:52,297 - mmaction - INFO - Epoch [84][3020/3757] lr: 1.000e-04, eta: 8:15:41, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8141, loss_cls: 1.6544, loss: 1.6544, grad_norm: 4.7351 2021-01-30 22:09:58,599 - mmaction - INFO - Epoch [84][3040/3757] lr: 1.000e-04, eta: 8:15:31, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6812, loss: 1.6812, grad_norm: 4.8475 2021-01-30 22:10:04,150 - mmaction - INFO - Epoch [84][3060/3757] lr: 1.000e-04, eta: 8:15:20, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6455, loss: 1.6455, grad_norm: 4.9075 2021-01-30 22:10:10,274 - mmaction - INFO - Epoch [84][3080/3757] lr: 1.000e-04, eta: 8:15:10, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8164, loss_cls: 1.6933, loss: 1.6933, grad_norm: 4.8992 2021-01-30 22:10:15,776 - mmaction - INFO - Epoch [84][3100/3757] lr: 1.000e-04, eta: 8:14:59, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.6558, loss: 1.6558, grad_norm: 4.7545 2021-01-30 22:10:21,337 - mmaction - INFO - Epoch [84][3120/3757] lr: 1.000e-04, eta: 8:14:48, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8266, loss_cls: 1.6527, loss: 1.6527, grad_norm: 4.8257 2021-01-30 22:10:27,095 - mmaction - INFO - Epoch [84][3140/3757] lr: 1.000e-04, eta: 8:14:38, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.7961, loss_cls: 1.6975, loss: 1.6975, grad_norm: 4.7481 2021-01-30 22:10:33,271 - mmaction - INFO - Epoch [84][3160/3757] lr: 1.000e-04, eta: 8:14:27, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.5872, loss: 1.5872, grad_norm: 4.6876 2021-01-30 22:10:38,586 - mmaction - INFO - Epoch [84][3180/3757] lr: 1.000e-04, eta: 8:14:17, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8352, loss_cls: 1.5644, loss: 1.5644, grad_norm: 4.7606 2021-01-30 22:10:44,677 - mmaction - INFO - Epoch [84][3200/3757] lr: 1.000e-04, eta: 8:14:06, time: 0.304, data_time: 0.000, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8281, loss_cls: 1.6031, loss: 1.6031, grad_norm: 4.8329 2021-01-30 22:10:50,096 - mmaction - INFO - Epoch [84][3220/3757] lr: 1.000e-04, eta: 8:13:56, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.5850, loss: 1.5850, grad_norm: 4.6962 2021-01-30 22:10:55,767 - mmaction - INFO - Epoch [84][3240/3757] lr: 1.000e-04, eta: 8:13:45, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.5780, loss: 1.5780, grad_norm: 4.6893 2021-01-30 22:11:01,490 - mmaction - INFO - Epoch [84][3260/3757] lr: 1.000e-04, eta: 8:13:35, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5514, loss: 1.5514, grad_norm: 4.7673 2021-01-30 22:11:07,839 - mmaction - INFO - Epoch [84][3280/3757] lr: 1.000e-04, eta: 8:13:24, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.5782, loss: 1.5782, grad_norm: 4.6350 2021-01-30 22:11:13,161 - mmaction - INFO - Epoch [84][3300/3757] lr: 1.000e-04, eta: 8:13:14, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8148, loss_cls: 1.6400, loss: 1.6400, grad_norm: 4.8013 2021-01-30 22:11:19,094 - mmaction - INFO - Epoch [84][3320/3757] lr: 1.000e-04, eta: 8:13:03, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8352, loss_cls: 1.5679, loss: 1.5679, grad_norm: 4.7732 2021-01-30 22:11:25,107 - mmaction - INFO - Epoch [84][3340/3757] lr: 1.000e-04, eta: 8:12:53, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8078, loss_cls: 1.6476, loss: 1.6476, grad_norm: 4.7306 2021-01-30 22:11:30,961 - mmaction - INFO - Epoch [84][3360/3757] lr: 1.000e-04, eta: 8:12:42, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8336, loss_cls: 1.6064, loss: 1.6064, grad_norm: 4.7507 2021-01-30 22:11:36,260 - mmaction - INFO - Epoch [84][3380/3757] lr: 1.000e-04, eta: 8:12:31, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8328, loss_cls: 1.6010, loss: 1.6010, grad_norm: 4.7620 2021-01-30 22:11:42,447 - mmaction - INFO - Epoch [84][3400/3757] lr: 1.000e-04, eta: 8:12:21, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.6818, loss: 1.6818, grad_norm: 4.8701 2021-01-30 22:11:47,896 - mmaction - INFO - Epoch [84][3420/3757] lr: 1.000e-04, eta: 8:12:10, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8133, loss_cls: 1.5507, loss: 1.5507, grad_norm: 4.7695 2021-01-30 22:11:53,929 - mmaction - INFO - Epoch [84][3440/3757] lr: 1.000e-04, eta: 8:12:00, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8023, loss_cls: 1.8019, loss: 1.8019, grad_norm: 5.0410 2021-01-30 22:12:00,511 - mmaction - INFO - Epoch [84][3460/3757] lr: 1.000e-04, eta: 8:11:49, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8180, loss_cls: 1.6643, loss: 1.6643, grad_norm: 4.7705 2021-01-30 22:12:06,601 - mmaction - INFO - Epoch [84][3480/3757] lr: 1.000e-04, eta: 8:11:39, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.6505, loss: 1.6505, grad_norm: 4.7627 2021-01-30 22:12:12,195 - mmaction - INFO - Epoch [84][3500/3757] lr: 1.000e-04, eta: 8:11:28, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8352, loss_cls: 1.6269, loss: 1.6269, grad_norm: 4.8554 2021-01-30 22:12:18,267 - mmaction - INFO - Epoch [84][3520/3757] lr: 1.000e-04, eta: 8:11:18, time: 0.303, data_time: 0.004, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8195, loss_cls: 1.6223, loss: 1.6223, grad_norm: 4.7953 2021-01-30 22:12:24,053 - mmaction - INFO - Epoch [84][3540/3757] lr: 1.000e-04, eta: 8:11:07, time: 0.290, data_time: 0.005, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8125, loss_cls: 1.6940, loss: 1.6940, grad_norm: 4.9533 2021-01-30 22:12:30,477 - mmaction - INFO - Epoch [84][3560/3757] lr: 1.000e-04, eta: 8:10:57, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8320, loss_cls: 1.5859, loss: 1.5859, grad_norm: 4.7851 2021-01-30 22:12:36,431 - mmaction - INFO - Epoch [84][3580/3757] lr: 1.000e-04, eta: 8:10:47, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8102, loss_cls: 1.6808, loss: 1.6808, grad_norm: 4.9002 2021-01-30 22:12:42,544 - mmaction - INFO - Epoch [84][3600/3757] lr: 1.000e-04, eta: 8:10:36, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8211, loss_cls: 1.6972, loss: 1.6972, grad_norm: 4.8064 2021-01-30 22:12:48,350 - mmaction - INFO - Epoch [84][3620/3757] lr: 1.000e-04, eta: 8:10:26, time: 0.290, data_time: 0.005, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.7047, loss: 1.7047, grad_norm: 4.8343 2021-01-30 22:12:54,325 - mmaction - INFO - Epoch [84][3640/3757] lr: 1.000e-04, eta: 8:10:15, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8016, loss_cls: 1.7105, loss: 1.7105, grad_norm: 4.8090 2021-01-30 22:12:59,929 - mmaction - INFO - Epoch [84][3660/3757] lr: 1.000e-04, eta: 8:10:04, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8289, loss_cls: 1.5788, loss: 1.5788, grad_norm: 4.6384 2021-01-30 22:13:05,940 - mmaction - INFO - Epoch [84][3680/3757] lr: 1.000e-04, eta: 8:09:54, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8172, loss_cls: 1.6493, loss: 1.6493, grad_norm: 4.7814 2021-01-30 22:13:10,988 - mmaction - INFO - Epoch [84][3700/3757] lr: 1.000e-04, eta: 8:09:43, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5818, loss: 1.5818, grad_norm: 4.7515 2021-01-30 22:13:17,531 - mmaction - INFO - Epoch [84][3720/3757] lr: 1.000e-04, eta: 8:09:33, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8047, loss_cls: 1.6261, loss: 1.6261, grad_norm: 4.7380 2021-01-30 22:13:22,732 - mmaction - INFO - Epoch [84][3740/3757] lr: 1.000e-04, eta: 8:09:22, time: 0.261, data_time: 0.003, memory: 3385, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.5188, loss: 1.5188, grad_norm: 4.6593 2021-01-30 22:13:42,204 - mmaction - INFO - Saving checkpoint at 84 epochs 2021-01-30 22:25:08,320 - mmaction - INFO - Epoch [85][20/3757] lr: 1.000e-04, eta: 8:11:11, time: 34.282, data_time: 33.952, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8297, loss_cls: 1.5654, loss: 1.5654, grad_norm: 4.8211 2021-01-30 22:25:12,551 - mmaction - INFO - Epoch [85][40/3757] lr: 1.000e-04, eta: 8:11:01, time: 0.225, data_time: 0.015, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8055, loss_cls: 1.7111, loss: 1.7111, grad_norm: 4.8023 2021-01-30 22:25:16,766 - mmaction - INFO - Epoch [85][60/3757] lr: 1.000e-04, eta: 8:10:50, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.6320, top5_acc: 0.8273, loss_cls: 1.5537, loss: 1.5537, grad_norm: 4.6746 2021-01-30 22:25:20,917 - mmaction - INFO - Epoch [85][80/3757] lr: 1.000e-04, eta: 8:10:39, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8141, loss_cls: 1.6554, loss: 1.6554, grad_norm: 4.7676 2021-01-30 22:25:25,169 - mmaction - INFO - Epoch [85][100/3757] lr: 1.000e-04, eta: 8:10:28, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8211, loss_cls: 1.5697, loss: 1.5697, grad_norm: 4.6221 2021-01-30 22:25:29,485 - mmaction - INFO - Epoch [85][120/3757] lr: 1.000e-04, eta: 8:10:17, time: 0.217, data_time: 0.006, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8289, loss_cls: 1.6646, loss: 1.6646, grad_norm: 4.8816 2021-01-30 22:25:33,652 - mmaction - INFO - Epoch [85][140/3757] lr: 1.000e-04, eta: 8:10:06, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8359, loss_cls: 1.5901, loss: 1.5901, grad_norm: 4.6414 2021-01-30 22:25:37,998 - mmaction - INFO - Epoch [85][160/3757] lr: 1.000e-04, eta: 8:09:55, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8180, loss_cls: 1.5490, loss: 1.5490, grad_norm: 4.6707 2021-01-30 22:25:42,148 - mmaction - INFO - Epoch [85][180/3757] lr: 1.000e-04, eta: 8:09:44, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8250, loss_cls: 1.6566, loss: 1.6566, grad_norm: 4.9499 2021-01-30 22:25:46,346 - mmaction - INFO - Epoch [85][200/3757] lr: 1.000e-04, eta: 8:09:34, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8258, loss_cls: 1.5734, loss: 1.5734, grad_norm: 4.7539 2021-01-30 22:25:50,630 - mmaction - INFO - Epoch [85][220/3757] lr: 1.000e-04, eta: 8:09:23, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8242, loss_cls: 1.6466, loss: 1.6466, grad_norm: 4.8526 2021-01-30 22:25:54,792 - mmaction - INFO - Epoch [85][240/3757] lr: 1.000e-04, eta: 8:09:12, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8109, loss_cls: 1.6457, loss: 1.6457, grad_norm: 4.8355 2021-01-30 22:25:59,062 - mmaction - INFO - Epoch [85][260/3757] lr: 1.000e-04, eta: 8:09:01, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8359, loss_cls: 1.5950, loss: 1.5950, grad_norm: 4.7709 2021-01-30 22:26:03,310 - mmaction - INFO - Epoch [85][280/3757] lr: 1.000e-04, eta: 8:08:50, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8242, loss_cls: 1.5994, loss: 1.5994, grad_norm: 4.7821 2021-01-30 22:26:07,537 - mmaction - INFO - Epoch [85][300/3757] lr: 1.000e-04, eta: 8:08:39, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8055, loss_cls: 1.6481, loss: 1.6481, grad_norm: 4.7678 2021-01-30 22:26:11,878 - mmaction - INFO - Epoch [85][320/3757] lr: 1.000e-04, eta: 8:08:28, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8109, loss_cls: 1.7181, loss: 1.7181, grad_norm: 4.9128 2021-01-30 22:26:16,087 - mmaction - INFO - Epoch [85][340/3757] lr: 1.000e-04, eta: 8:08:18, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8195, loss_cls: 1.6331, loss: 1.6331, grad_norm: 4.7821 2021-01-30 22:26:20,417 - mmaction - INFO - Epoch [85][360/3757] lr: 1.000e-04, eta: 8:08:07, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8195, loss_cls: 1.6653, loss: 1.6653, grad_norm: 4.8250 2021-01-30 22:26:24,868 - mmaction - INFO - Epoch [85][380/3757] lr: 1.000e-04, eta: 8:07:56, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8219, loss_cls: 1.6408, loss: 1.6408, grad_norm: 4.7919 2021-01-30 22:26:29,458 - mmaction - INFO - Epoch [85][400/3757] lr: 1.000e-04, eta: 8:07:45, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8313, loss_cls: 1.6140, loss: 1.6140, grad_norm: 4.7649 2021-01-30 22:26:33,835 - mmaction - INFO - Epoch [85][420/3757] lr: 1.000e-04, eta: 8:07:34, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8047, loss_cls: 1.7023, loss: 1.7023, grad_norm: 4.8095 2021-01-30 22:26:38,549 - mmaction - INFO - Epoch [85][440/3757] lr: 1.000e-04, eta: 8:07:24, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8297, loss_cls: 1.5907, loss: 1.5907, grad_norm: 4.6670 2021-01-30 22:26:42,954 - mmaction - INFO - Epoch [85][460/3757] lr: 1.000e-04, eta: 8:07:13, time: 0.221, data_time: 0.004, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8234, loss_cls: 1.6715, loss: 1.6715, grad_norm: 4.9096 2021-01-30 22:26:47,478 - mmaction - INFO - Epoch [85][480/3757] lr: 1.000e-04, eta: 8:07:02, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8156, loss_cls: 1.6319, loss: 1.6319, grad_norm: 4.8011 2021-01-30 22:26:52,328 - mmaction - INFO - Epoch [85][500/3757] lr: 1.000e-04, eta: 8:06:51, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8219, loss_cls: 1.6518, loss: 1.6518, grad_norm: 4.8743 2021-01-30 22:26:56,724 - mmaction - INFO - Epoch [85][520/3757] lr: 1.000e-04, eta: 8:06:40, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8141, loss_cls: 1.6855, loss: 1.6855, grad_norm: 4.8498 2021-01-30 22:27:01,865 - mmaction - INFO - Epoch [85][540/3757] lr: 1.000e-04, eta: 8:06:30, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8086, loss_cls: 1.7278, loss: 1.7278, grad_norm: 4.9568 2021-01-30 22:27:06,347 - mmaction - INFO - Epoch [85][560/3757] lr: 1.000e-04, eta: 8:06:19, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.6296, loss: 1.6296, grad_norm: 4.6908 2021-01-30 22:27:11,327 - mmaction - INFO - Epoch [85][580/3757] lr: 1.000e-04, eta: 8:06:08, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.6361, loss: 1.6361, grad_norm: 4.7232 2021-01-30 22:27:15,945 - mmaction - INFO - Epoch [85][600/3757] lr: 1.000e-04, eta: 8:05:57, time: 0.231, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8195, loss_cls: 1.6463, loss: 1.6463, grad_norm: 4.7650 2021-01-30 22:27:20,661 - mmaction - INFO - Epoch [85][620/3757] lr: 1.000e-04, eta: 8:05:47, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8117, loss_cls: 1.7665, loss: 1.7665, grad_norm: 4.9293 2021-01-30 22:27:25,747 - mmaction - INFO - Epoch [85][640/3757] lr: 1.000e-04, eta: 8:05:36, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8313, loss_cls: 1.5930, loss: 1.5930, grad_norm: 4.7676 2021-01-30 22:27:31,138 - mmaction - INFO - Epoch [85][660/3757] lr: 1.000e-04, eta: 8:05:25, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8133, loss_cls: 1.7076, loss: 1.7076, grad_norm: 4.8490 2021-01-30 22:27:36,290 - mmaction - INFO - Epoch [85][680/3757] lr: 1.000e-04, eta: 8:05:15, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.6506, loss: 1.6506, grad_norm: 4.8244 2021-01-30 22:27:41,874 - mmaction - INFO - Epoch [85][700/3757] lr: 1.000e-04, eta: 8:05:04, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5719, loss: 1.5719, grad_norm: 4.7617 2021-01-30 22:27:47,285 - mmaction - INFO - Epoch [85][720/3757] lr: 1.000e-04, eta: 8:04:53, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8297, loss_cls: 1.5961, loss: 1.5961, grad_norm: 4.7556 2021-01-30 22:27:52,675 - mmaction - INFO - Epoch [85][740/3757] lr: 1.000e-04, eta: 8:04:43, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8242, loss_cls: 1.6138, loss: 1.6138, grad_norm: 4.6893 2021-01-30 22:27:58,183 - mmaction - INFO - Epoch [85][760/3757] lr: 1.000e-04, eta: 8:04:32, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5762, loss: 1.5762, grad_norm: 4.6749 2021-01-30 22:28:04,193 - mmaction - INFO - Epoch [85][780/3757] lr: 1.000e-04, eta: 8:04:22, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8195, loss_cls: 1.6221, loss: 1.6221, grad_norm: 4.7784 2021-01-30 22:28:09,608 - mmaction - INFO - Epoch [85][800/3757] lr: 1.000e-04, eta: 8:04:11, time: 0.271, data_time: 0.005, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5564, loss: 1.5564, grad_norm: 4.6471 2021-01-30 22:28:15,269 - mmaction - INFO - Epoch [85][820/3757] lr: 1.000e-04, eta: 8:04:01, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8078, loss_cls: 1.6723, loss: 1.6723, grad_norm: 4.8570 2021-01-30 22:28:21,765 - mmaction - INFO - Epoch [85][840/3757] lr: 1.000e-04, eta: 8:03:50, time: 0.324, data_time: 0.003, memory: 3385, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.5396, loss: 1.5396, grad_norm: 4.5917 2021-01-30 22:28:27,241 - mmaction - INFO - Epoch [85][860/3757] lr: 1.000e-04, eta: 8:03:40, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8148, loss_cls: 1.6240, loss: 1.6240, grad_norm: 4.7189 2021-01-30 22:28:32,621 - mmaction - INFO - Epoch [85][880/3757] lr: 1.000e-04, eta: 8:03:29, time: 0.269, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8281, loss_cls: 1.6423, loss: 1.6423, grad_norm: 4.8824 2021-01-30 22:28:38,121 - mmaction - INFO - Epoch [85][900/3757] lr: 1.000e-04, eta: 8:03:18, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8102, loss_cls: 1.7380, loss: 1.7380, grad_norm: 4.9261 2021-01-30 22:28:43,259 - mmaction - INFO - Epoch [85][920/3757] lr: 1.000e-04, eta: 8:03:08, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8367, loss_cls: 1.6096, loss: 1.6096, grad_norm: 4.7158 2021-01-30 22:28:48,775 - mmaction - INFO - Epoch [85][940/3757] lr: 1.000e-04, eta: 8:02:57, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8281, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.7894 2021-01-30 22:28:54,532 - mmaction - INFO - Epoch [85][960/3757] lr: 1.000e-04, eta: 8:02:46, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8023, loss_cls: 1.6564, loss: 1.6564, grad_norm: 4.8349 2021-01-30 22:29:00,461 - mmaction - INFO - Epoch [85][980/3757] lr: 1.000e-04, eta: 8:02:36, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.6698, loss: 1.6698, grad_norm: 4.8359 2021-01-30 22:29:06,962 - mmaction - INFO - Epoch [85][1000/3757] lr: 1.000e-04, eta: 8:02:26, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7961, loss_cls: 1.7253, loss: 1.7253, grad_norm: 4.8472 2021-01-30 22:29:12,354 - mmaction - INFO - Epoch [85][1020/3757] lr: 1.000e-04, eta: 8:02:15, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6060, loss: 1.6060, grad_norm: 4.8660 2021-01-30 22:29:18,217 - mmaction - INFO - Epoch [85][1040/3757] lr: 1.000e-04, eta: 8:02:04, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5122, loss: 1.5122, grad_norm: 4.6288 2021-01-30 22:29:24,091 - mmaction - INFO - Epoch [85][1060/3757] lr: 1.000e-04, eta: 8:01:54, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8320, loss_cls: 1.5614, loss: 1.5614, grad_norm: 4.7520 2021-01-30 22:29:29,753 - mmaction - INFO - Epoch [85][1080/3757] lr: 1.000e-04, eta: 8:01:43, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8102, loss_cls: 1.6671, loss: 1.6671, grad_norm: 4.7763 2021-01-30 22:29:35,317 - mmaction - INFO - Epoch [85][1100/3757] lr: 1.000e-04, eta: 8:01:33, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8172, loss_cls: 1.6005, loss: 1.6005, grad_norm: 4.8038 2021-01-30 22:29:41,243 - mmaction - INFO - Epoch [85][1120/3757] lr: 1.000e-04, eta: 8:01:22, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8187, loss_cls: 1.6590, loss: 1.6590, grad_norm: 4.7962 2021-01-30 22:29:47,982 - mmaction - INFO - Epoch [85][1140/3757] lr: 1.000e-04, eta: 8:01:12, time: 0.338, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8289, loss_cls: 1.5684, loss: 1.5684, grad_norm: 4.7508 2021-01-30 22:29:53,597 - mmaction - INFO - Epoch [85][1160/3757] lr: 1.000e-04, eta: 8:01:01, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8148, loss_cls: 1.6615, loss: 1.6615, grad_norm: 4.9291 2021-01-30 22:29:59,685 - mmaction - INFO - Epoch [85][1180/3757] lr: 1.000e-04, eta: 8:00:51, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8289, loss_cls: 1.5965, loss: 1.5965, grad_norm: 4.6691 2021-01-30 22:30:05,263 - mmaction - INFO - Epoch [85][1200/3757] lr: 1.000e-04, eta: 8:00:40, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8281, loss_cls: 1.5842, loss: 1.5842, grad_norm: 4.7279 2021-01-30 22:30:10,840 - mmaction - INFO - Epoch [85][1220/3757] lr: 1.000e-04, eta: 8:00:30, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6605, loss: 1.6605, grad_norm: 4.8079 2021-01-30 22:30:16,909 - mmaction - INFO - Epoch [85][1240/3757] lr: 1.000e-04, eta: 8:00:19, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8133, loss_cls: 1.6321, loss: 1.6321, grad_norm: 4.7462 2021-01-30 22:30:22,831 - mmaction - INFO - Epoch [85][1260/3757] lr: 1.000e-04, eta: 8:00:09, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.6071, loss: 1.6071, grad_norm: 4.8243 2021-01-30 22:30:28,372 - mmaction - INFO - Epoch [85][1280/3757] lr: 1.000e-04, eta: 7:59:58, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8078, loss_cls: 1.7680, loss: 1.7680, grad_norm: 5.0530 2021-01-30 22:30:34,261 - mmaction - INFO - Epoch [85][1300/3757] lr: 1.000e-04, eta: 7:59:48, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6411, loss: 1.6411, grad_norm: 4.8674 2021-01-30 22:30:40,484 - mmaction - INFO - Epoch [85][1320/3757] lr: 1.000e-04, eta: 7:59:37, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.6296, loss: 1.6296, grad_norm: 4.7899 2021-01-30 22:30:46,115 - mmaction - INFO - Epoch [85][1340/3757] lr: 1.000e-04, eta: 7:59:27, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6509, loss: 1.6509, grad_norm: 4.8792 2021-01-30 22:30:52,292 - mmaction - INFO - Epoch [85][1360/3757] lr: 1.000e-04, eta: 7:59:16, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8211, loss_cls: 1.6599, loss: 1.6599, grad_norm: 4.6987 2021-01-30 22:30:58,730 - mmaction - INFO - Epoch [85][1380/3757] lr: 1.000e-04, eta: 7:59:06, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.6212, loss: 1.6212, grad_norm: 4.7477 2021-01-30 22:31:04,557 - mmaction - INFO - Epoch [85][1400/3757] lr: 1.000e-04, eta: 7:58:55, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.6202, loss: 1.6202, grad_norm: 4.7782 2021-01-30 22:31:10,890 - mmaction - INFO - Epoch [85][1420/3757] lr: 1.000e-04, eta: 7:58:45, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6135, loss: 1.6135, grad_norm: 4.7582 2021-01-30 22:31:17,044 - mmaction - INFO - Epoch [85][1440/3757] lr: 1.000e-04, eta: 7:58:34, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8180, loss_cls: 1.6456, loss: 1.6456, grad_norm: 4.8691 2021-01-30 22:31:23,158 - mmaction - INFO - Epoch [85][1460/3757] lr: 1.000e-04, eta: 7:58:24, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8320, loss_cls: 1.6363, loss: 1.6363, grad_norm: 4.8311 2021-01-30 22:31:29,536 - mmaction - INFO - Epoch [85][1480/3757] lr: 1.000e-04, eta: 7:58:13, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7953, loss_cls: 1.7366, loss: 1.7366, grad_norm: 4.8368 2021-01-30 22:31:35,337 - mmaction - INFO - Epoch [85][1500/3757] lr: 1.000e-04, eta: 7:58:03, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8344, loss_cls: 1.6409, loss: 1.6409, grad_norm: 4.9346 2021-01-30 22:31:41,015 - mmaction - INFO - Epoch [85][1520/3757] lr: 1.000e-04, eta: 7:57:52, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.6622, loss: 1.6622, grad_norm: 4.8048 2021-01-30 22:31:47,334 - mmaction - INFO - Epoch [85][1540/3757] lr: 1.000e-04, eta: 7:57:42, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.5655, loss: 1.5655, grad_norm: 4.7244 2021-01-30 22:31:52,746 - mmaction - INFO - Epoch [85][1560/3757] lr: 1.000e-04, eta: 7:57:31, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8281, loss_cls: 1.6257, loss: 1.6257, grad_norm: 4.6993 2021-01-30 22:31:58,995 - mmaction - INFO - Epoch [85][1580/3757] lr: 1.000e-04, eta: 7:57:21, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8289, loss_cls: 1.6636, loss: 1.6636, grad_norm: 4.8952 2021-01-30 22:32:04,580 - mmaction - INFO - Epoch [85][1600/3757] lr: 1.000e-04, eta: 7:57:10, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8359, loss_cls: 1.5977, loss: 1.5977, grad_norm: 4.7190 2021-01-30 22:32:10,716 - mmaction - INFO - Epoch [85][1620/3757] lr: 1.000e-04, eta: 7:57:00, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6918, loss: 1.6918, grad_norm: 4.8506 2021-01-30 22:32:17,113 - mmaction - INFO - Epoch [85][1640/3757] lr: 1.000e-04, eta: 7:56:49, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.6236, loss: 1.6236, grad_norm: 4.7552 2021-01-30 22:32:22,735 - mmaction - INFO - Epoch [85][1660/3757] lr: 1.000e-04, eta: 7:56:39, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7906, loss_cls: 1.7602, loss: 1.7602, grad_norm: 4.8963 2021-01-30 22:32:28,377 - mmaction - INFO - Epoch [85][1680/3757] lr: 1.000e-04, eta: 7:56:28, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8203, loss_cls: 1.6379, loss: 1.6379, grad_norm: 4.7765 2021-01-30 22:32:34,754 - mmaction - INFO - Epoch [85][1700/3757] lr: 1.000e-04, eta: 7:56:18, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8289, loss_cls: 1.6061, loss: 1.6061, grad_norm: 4.7086 2021-01-30 22:32:40,460 - mmaction - INFO - Epoch [85][1720/3757] lr: 1.000e-04, eta: 7:56:07, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.5798, loss: 1.5798, grad_norm: 4.8118 2021-01-30 22:32:47,014 - mmaction - INFO - Epoch [85][1740/3757] lr: 1.000e-04, eta: 7:55:57, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.6268, loss: 1.6268, grad_norm: 4.6641 2021-01-30 22:32:53,245 - mmaction - INFO - Epoch [85][1760/3757] lr: 1.000e-04, eta: 7:55:47, time: 0.311, data_time: 0.004, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8109, loss_cls: 1.6188, loss: 1.6188, grad_norm: 4.7872 2021-01-30 22:32:58,848 - mmaction - INFO - Epoch [85][1780/3757] lr: 1.000e-04, eta: 7:55:36, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8383, loss_cls: 1.5588, loss: 1.5588, grad_norm: 4.7415 2021-01-30 22:33:04,778 - mmaction - INFO - Epoch [85][1800/3757] lr: 1.000e-04, eta: 7:55:26, time: 0.297, data_time: 0.005, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.6254, loss: 1.6254, grad_norm: 4.7973 2021-01-30 22:33:10,979 - mmaction - INFO - Epoch [85][1820/3757] lr: 1.000e-04, eta: 7:55:15, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.6557, loss: 1.6557, grad_norm: 4.7482 2021-01-30 22:33:16,961 - mmaction - INFO - Epoch [85][1840/3757] lr: 1.000e-04, eta: 7:55:05, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8328, loss_cls: 1.5620, loss: 1.5620, grad_norm: 4.7177 2021-01-30 22:33:22,617 - mmaction - INFO - Epoch [85][1860/3757] lr: 1.000e-04, eta: 7:54:54, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8195, loss_cls: 1.6492, loss: 1.6492, grad_norm: 4.8652 2021-01-30 22:33:29,172 - mmaction - INFO - Epoch [85][1880/3757] lr: 1.000e-04, eta: 7:54:44, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8055, loss_cls: 1.6823, loss: 1.6823, grad_norm: 4.8196 2021-01-30 22:33:34,713 - mmaction - INFO - Epoch [85][1900/3757] lr: 1.000e-04, eta: 7:54:33, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8320, loss_cls: 1.5608, loss: 1.5608, grad_norm: 4.6898 2021-01-30 22:33:40,853 - mmaction - INFO - Epoch [85][1920/3757] lr: 1.000e-04, eta: 7:54:23, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8055, loss_cls: 1.7013, loss: 1.7013, grad_norm: 4.8254 2021-01-30 22:33:47,404 - mmaction - INFO - Epoch [85][1940/3757] lr: 1.000e-04, eta: 7:54:12, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6555, loss: 1.6555, grad_norm: 4.8753 2021-01-30 22:33:53,477 - mmaction - INFO - Epoch [85][1960/3757] lr: 1.000e-04, eta: 7:54:02, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5553, loss: 1.5553, grad_norm: 4.6620 2021-01-30 22:33:59,189 - mmaction - INFO - Epoch [85][1980/3757] lr: 1.000e-04, eta: 7:53:51, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8141, loss_cls: 1.6945, loss: 1.6945, grad_norm: 4.9004 2021-01-30 22:34:05,046 - mmaction - INFO - Epoch [85][2000/3757] lr: 1.000e-04, eta: 7:53:41, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8164, loss_cls: 1.5961, loss: 1.5961, grad_norm: 4.7612 2021-01-30 22:34:11,366 - mmaction - INFO - Epoch [85][2020/3757] lr: 1.000e-04, eta: 7:53:30, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8203, loss_cls: 1.6219, loss: 1.6219, grad_norm: 4.7605 2021-01-30 22:34:17,025 - mmaction - INFO - Epoch [85][2040/3757] lr: 1.000e-04, eta: 7:53:20, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8180, loss_cls: 1.6937, loss: 1.6937, grad_norm: 4.7765 2021-01-30 22:34:22,449 - mmaction - INFO - Epoch [85][2060/3757] lr: 1.000e-04, eta: 7:53:09, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.7031, loss: 1.7031, grad_norm: 4.7992 2021-01-30 22:34:28,697 - mmaction - INFO - Epoch [85][2080/3757] lr: 1.000e-04, eta: 7:52:59, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8023, loss_cls: 1.7254, loss: 1.7254, grad_norm: 4.9329 2021-01-30 22:34:34,420 - mmaction - INFO - Epoch [85][2100/3757] lr: 1.000e-04, eta: 7:52:48, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8070, loss_cls: 1.7080, loss: 1.7080, grad_norm: 4.7946 2021-01-30 22:34:40,144 - mmaction - INFO - Epoch [85][2120/3757] lr: 1.000e-04, eta: 7:52:38, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8352, loss_cls: 1.5985, loss: 1.5985, grad_norm: 4.7553 2021-01-30 22:34:46,579 - mmaction - INFO - Epoch [85][2140/3757] lr: 1.000e-04, eta: 7:52:27, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8141, loss_cls: 1.6195, loss: 1.6195, grad_norm: 4.7003 2021-01-30 22:34:52,568 - mmaction - INFO - Epoch [85][2160/3757] lr: 1.000e-04, eta: 7:52:17, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8031, loss_cls: 1.6931, loss: 1.6931, grad_norm: 4.9364 2021-01-30 22:34:58,304 - mmaction - INFO - Epoch [85][2180/3757] lr: 1.000e-04, eta: 7:52:06, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8320, loss_cls: 1.5779, loss: 1.5779, grad_norm: 4.7202 2021-01-30 22:35:04,615 - mmaction - INFO - Epoch [85][2200/3757] lr: 1.000e-04, eta: 7:51:56, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.6321, loss: 1.6321, grad_norm: 4.7877 2021-01-30 22:35:10,690 - mmaction - INFO - Epoch [85][2220/3757] lr: 1.000e-04, eta: 7:51:46, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8047, loss_cls: 1.6636, loss: 1.6636, grad_norm: 4.8478 2021-01-30 22:35:16,362 - mmaction - INFO - Epoch [85][2240/3757] lr: 1.000e-04, eta: 7:51:35, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8086, loss_cls: 1.6760, loss: 1.6760, grad_norm: 4.8862 2021-01-30 22:35:23,080 - mmaction - INFO - Epoch [85][2260/3757] lr: 1.000e-04, eta: 7:51:25, time: 0.336, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8125, loss_cls: 1.6146, loss: 1.6146, grad_norm: 4.7749 2021-01-30 22:35:29,191 - mmaction - INFO - Epoch [85][2280/3757] lr: 1.000e-04, eta: 7:51:14, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8109, loss_cls: 1.6623, loss: 1.6623, grad_norm: 4.7319 2021-01-30 22:35:34,945 - mmaction - INFO - Epoch [85][2300/3757] lr: 1.000e-04, eta: 7:51:04, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8180, loss_cls: 1.6733, loss: 1.6733, grad_norm: 4.7748 2021-01-30 22:35:40,831 - mmaction - INFO - Epoch [85][2320/3757] lr: 1.000e-04, eta: 7:50:53, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8094, loss_cls: 1.5739, loss: 1.5739, grad_norm: 4.6069 2021-01-30 22:35:46,470 - mmaction - INFO - Epoch [85][2340/3757] lr: 1.000e-04, eta: 7:50:43, time: 0.282, data_time: 0.000, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8039, loss_cls: 1.6751, loss: 1.6751, grad_norm: 4.7559 2021-01-30 22:35:52,883 - mmaction - INFO - Epoch [85][2360/3757] lr: 1.000e-04, eta: 7:50:32, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8109, loss_cls: 1.6367, loss: 1.6367, grad_norm: 4.7177 2021-01-30 22:35:58,291 - mmaction - INFO - Epoch [85][2380/3757] lr: 1.000e-04, eta: 7:50:22, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8328, loss_cls: 1.5788, loss: 1.5788, grad_norm: 4.6824 2021-01-30 22:36:03,896 - mmaction - INFO - Epoch [85][2400/3757] lr: 1.000e-04, eta: 7:50:11, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.6490, loss: 1.6490, grad_norm: 4.7485 2021-01-30 22:36:10,188 - mmaction - INFO - Epoch [85][2420/3757] lr: 1.000e-04, eta: 7:50:01, time: 0.315, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8289, loss_cls: 1.6260, loss: 1.6260, grad_norm: 4.7409 2021-01-30 22:36:16,849 - mmaction - INFO - Epoch [85][2440/3757] lr: 1.000e-04, eta: 7:49:50, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8102, loss_cls: 1.7097, loss: 1.7097, grad_norm: 4.9370 2021-01-30 22:36:22,522 - mmaction - INFO - Epoch [85][2460/3757] lr: 1.000e-04, eta: 7:49:40, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8148, loss_cls: 1.6577, loss: 1.6577, grad_norm: 4.6923 2021-01-30 22:36:28,139 - mmaction - INFO - Epoch [85][2480/3757] lr: 1.000e-04, eta: 7:49:29, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6545, loss: 1.6545, grad_norm: 4.7942 2021-01-30 22:36:33,950 - mmaction - INFO - Epoch [85][2500/3757] lr: 1.000e-04, eta: 7:49:19, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8234, loss_cls: 1.6344, loss: 1.6344, grad_norm: 4.9361 2021-01-30 22:36:40,191 - mmaction - INFO - Epoch [85][2520/3757] lr: 1.000e-04, eta: 7:49:09, time: 0.312, data_time: 0.005, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8141, loss_cls: 1.6316, loss: 1.6316, grad_norm: 4.7887 2021-01-30 22:36:46,242 - mmaction - INFO - Epoch [85][2540/3757] lr: 1.000e-04, eta: 7:48:58, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.6673, loss: 1.6673, grad_norm: 4.7328 2021-01-30 22:36:52,159 - mmaction - INFO - Epoch [85][2560/3757] lr: 1.000e-04, eta: 7:48:48, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.6210, loss: 1.6210, grad_norm: 4.7832 2021-01-30 22:36:57,769 - mmaction - INFO - Epoch [85][2580/3757] lr: 1.000e-04, eta: 7:48:37, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5520, loss: 1.5520, grad_norm: 4.5529 2021-01-30 22:37:04,103 - mmaction - INFO - Epoch [85][2600/3757] lr: 1.000e-04, eta: 7:48:27, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8227, loss_cls: 1.6235, loss: 1.6235, grad_norm: 4.7930 2021-01-30 22:37:09,353 - mmaction - INFO - Epoch [85][2620/3757] lr: 1.000e-04, eta: 7:48:16, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.7598, loss: 1.7598, grad_norm: 4.8965 2021-01-30 22:37:15,709 - mmaction - INFO - Epoch [85][2640/3757] lr: 1.000e-04, eta: 7:48:06, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8164, loss_cls: 1.6304, loss: 1.6304, grad_norm: 4.7487 2021-01-30 22:37:21,760 - mmaction - INFO - Epoch [85][2660/3757] lr: 1.000e-04, eta: 7:47:55, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.5705, loss: 1.5705, grad_norm: 4.6519 2021-01-30 22:37:27,580 - mmaction - INFO - Epoch [85][2680/3757] lr: 1.000e-04, eta: 7:47:45, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8250, loss_cls: 1.5961, loss: 1.5961, grad_norm: 4.7670 2021-01-30 22:37:33,818 - mmaction - INFO - Epoch [85][2700/3757] lr: 1.000e-04, eta: 7:47:34, time: 0.312, data_time: 0.000, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8297, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.8778 2021-01-30 22:37:40,171 - mmaction - INFO - Epoch [85][2720/3757] lr: 1.000e-04, eta: 7:47:24, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8422, loss_cls: 1.5540, loss: 1.5540, grad_norm: 4.7663 2021-01-30 22:37:46,055 - mmaction - INFO - Epoch [85][2740/3757] lr: 1.000e-04, eta: 7:47:13, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8305, loss_cls: 1.5842, loss: 1.5842, grad_norm: 4.6973 2021-01-30 22:37:52,092 - mmaction - INFO - Epoch [85][2760/3757] lr: 1.000e-04, eta: 7:47:03, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8250, loss_cls: 1.6289, loss: 1.6289, grad_norm: 4.8178 2021-01-30 22:37:59,041 - mmaction - INFO - Epoch [85][2780/3757] lr: 1.000e-04, eta: 7:46:53, time: 0.348, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8102, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.8826 2021-01-30 22:38:05,152 - mmaction - INFO - Epoch [85][2800/3757] lr: 1.000e-04, eta: 7:46:42, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.5693, loss: 1.5693, grad_norm: 4.6712 2021-01-30 22:38:10,988 - mmaction - INFO - Epoch [85][2820/3757] lr: 1.000e-04, eta: 7:46:32, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8289, loss_cls: 1.5589, loss: 1.5589, grad_norm: 4.6793 2021-01-30 22:38:17,390 - mmaction - INFO - Epoch [85][2840/3757] lr: 1.000e-04, eta: 7:46:21, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6735, loss: 1.6735, grad_norm: 4.8657 2021-01-30 22:38:23,258 - mmaction - INFO - Epoch [85][2860/3757] lr: 1.000e-04, eta: 7:46:11, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8039, loss_cls: 1.6744, loss: 1.6744, grad_norm: 4.8586 2021-01-30 22:38:28,586 - mmaction - INFO - Epoch [85][2880/3757] lr: 1.000e-04, eta: 7:46:00, time: 0.266, data_time: 0.004, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8070, loss_cls: 1.6833, loss: 1.6833, grad_norm: 4.7243 2021-01-30 22:38:34,937 - mmaction - INFO - Epoch [85][2900/3757] lr: 1.000e-04, eta: 7:45:50, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.5453, loss: 1.5453, grad_norm: 4.7449 2021-01-30 22:38:40,812 - mmaction - INFO - Epoch [85][2920/3757] lr: 1.000e-04, eta: 7:45:40, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8102, loss_cls: 1.6184, loss: 1.6184, grad_norm: 4.7134 2021-01-30 22:38:46,498 - mmaction - INFO - Epoch [85][2940/3757] lr: 1.000e-04, eta: 7:45:29, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5642, loss: 1.5642, grad_norm: 4.7059 2021-01-30 22:38:51,809 - mmaction - INFO - Epoch [85][2960/3757] lr: 1.000e-04, eta: 7:45:19, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8219, loss_cls: 1.6351, loss: 1.6351, grad_norm: 4.8125 2021-01-30 22:38:57,858 - mmaction - INFO - Epoch [85][2980/3757] lr: 1.000e-04, eta: 7:45:08, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8055, loss_cls: 1.7036, loss: 1.7036, grad_norm: 4.8303 2021-01-30 22:39:04,309 - mmaction - INFO - Epoch [85][3000/3757] lr: 1.000e-04, eta: 7:44:58, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8055, loss_cls: 1.6920, loss: 1.6920, grad_norm: 4.8546 2021-01-30 22:39:10,384 - mmaction - INFO - Epoch [85][3020/3757] lr: 1.000e-04, eta: 7:44:47, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8391, loss_cls: 1.5958, loss: 1.5958, grad_norm: 4.7780 2021-01-30 22:39:16,430 - mmaction - INFO - Epoch [85][3040/3757] lr: 1.000e-04, eta: 7:44:37, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.7906, loss_cls: 1.7102, loss: 1.7102, grad_norm: 4.8355 2021-01-30 22:39:22,358 - mmaction - INFO - Epoch [85][3060/3757] lr: 1.000e-04, eta: 7:44:26, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6644, loss: 1.6644, grad_norm: 4.7963 2021-01-30 22:39:28,380 - mmaction - INFO - Epoch [85][3080/3757] lr: 1.000e-04, eta: 7:44:16, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8203, loss_cls: 1.6278, loss: 1.6278, grad_norm: 4.8460 2021-01-30 22:39:34,624 - mmaction - INFO - Epoch [85][3100/3757] lr: 1.000e-04, eta: 7:44:06, time: 0.313, data_time: 0.003, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8320, loss_cls: 1.6122, loss: 1.6122, grad_norm: 4.8834 2021-01-30 22:39:40,143 - mmaction - INFO - Epoch [85][3120/3757] lr: 1.000e-04, eta: 7:43:55, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.5451, loss: 1.5451, grad_norm: 4.6638 2021-01-30 22:39:46,366 - mmaction - INFO - Epoch [85][3140/3757] lr: 1.000e-04, eta: 7:43:45, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.6436, loss: 1.6436, grad_norm: 4.7811 2021-01-30 22:39:52,617 - mmaction - INFO - Epoch [85][3160/3757] lr: 1.000e-04, eta: 7:43:34, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.6108, loss: 1.6108, grad_norm: 4.8106 2021-01-30 22:39:58,459 - mmaction - INFO - Epoch [85][3180/3757] lr: 1.000e-04, eta: 7:43:24, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.6609, loss: 1.6609, grad_norm: 4.8598 2021-01-30 22:40:04,598 - mmaction - INFO - Epoch [85][3200/3757] lr: 1.000e-04, eta: 7:43:13, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8227, loss_cls: 1.5816, loss: 1.5816, grad_norm: 4.7984 2021-01-30 22:40:10,035 - mmaction - INFO - Epoch [85][3220/3757] lr: 1.000e-04, eta: 7:43:03, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6430, top5_acc: 0.8539, loss_cls: 1.4956, loss: 1.4956, grad_norm: 4.5642 2021-01-30 22:40:15,732 - mmaction - INFO - Epoch [85][3240/3757] lr: 1.000e-04, eta: 7:42:52, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.6088, loss: 1.6088, grad_norm: 4.8244 2021-01-30 22:40:21,317 - mmaction - INFO - Epoch [85][3260/3757] lr: 1.000e-04, eta: 7:42:42, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7984, loss_cls: 1.7422, loss: 1.7422, grad_norm: 4.9218 2021-01-30 22:40:27,779 - mmaction - INFO - Epoch [85][3280/3757] lr: 1.000e-04, eta: 7:42:31, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8250, loss_cls: 1.6688, loss: 1.6688, grad_norm: 4.8791 2021-01-30 22:40:33,982 - mmaction - INFO - Epoch [85][3300/3757] lr: 1.000e-04, eta: 7:42:21, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5734, top5_acc: 0.8008, loss_cls: 1.7726, loss: 1.7726, grad_norm: 4.9454 2021-01-30 22:40:40,148 - mmaction - INFO - Epoch [85][3320/3757] lr: 1.000e-04, eta: 7:42:11, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.8502 2021-01-30 22:40:45,733 - mmaction - INFO - Epoch [85][3340/3757] lr: 1.000e-04, eta: 7:42:00, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5161, loss: 1.5161, grad_norm: 4.6361 2021-01-30 22:40:52,030 - mmaction - INFO - Epoch [85][3360/3757] lr: 1.000e-04, eta: 7:41:50, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8266, loss_cls: 1.5798, loss: 1.5798, grad_norm: 4.6205 2021-01-30 22:40:57,669 - mmaction - INFO - Epoch [85][3380/3757] lr: 1.000e-04, eta: 7:41:39, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8086, loss_cls: 1.6590, loss: 1.6590, grad_norm: 4.8311 2021-01-30 22:41:03,704 - mmaction - INFO - Epoch [85][3400/3757] lr: 1.000e-04, eta: 7:41:29, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6112, loss: 1.6112, grad_norm: 4.8103 2021-01-30 22:41:09,101 - mmaction - INFO - Epoch [85][3420/3757] lr: 1.000e-04, eta: 7:41:18, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8031, loss_cls: 1.7048, loss: 1.7048, grad_norm: 4.7703 2021-01-30 22:41:14,716 - mmaction - INFO - Epoch [85][3440/3757] lr: 1.000e-04, eta: 7:41:08, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8187, loss_cls: 1.6821, loss: 1.6821, grad_norm: 4.9144 2021-01-30 22:41:21,140 - mmaction - INFO - Epoch [85][3460/3757] lr: 1.000e-04, eta: 7:40:57, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8211, loss_cls: 1.7222, loss: 1.7222, grad_norm: 4.9325 2021-01-30 22:41:26,892 - mmaction - INFO - Epoch [85][3480/3757] lr: 1.000e-04, eta: 7:40:47, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.5792, loss: 1.5792, grad_norm: 4.6914 2021-01-30 22:41:32,550 - mmaction - INFO - Epoch [85][3500/3757] lr: 1.000e-04, eta: 7:40:36, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8242, loss_cls: 1.6200, loss: 1.6200, grad_norm: 4.8248 2021-01-30 22:41:38,160 - mmaction - INFO - Epoch [85][3520/3757] lr: 1.000e-04, eta: 7:40:26, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8266, loss_cls: 1.6410, loss: 1.6410, grad_norm: 4.8428 2021-01-30 22:41:45,040 - mmaction - INFO - Epoch [85][3540/3757] lr: 1.000e-04, eta: 7:40:16, time: 0.344, data_time: 0.000, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8195, loss_cls: 1.6907, loss: 1.6907, grad_norm: 4.8863 2021-01-30 22:41:50,884 - mmaction - INFO - Epoch [85][3560/3757] lr: 1.000e-04, eta: 7:40:05, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.5855, loss: 1.5855, grad_norm: 4.6710 2021-01-30 22:41:56,268 - mmaction - INFO - Epoch [85][3580/3757] lr: 1.000e-04, eta: 7:39:55, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8023, loss_cls: 1.6797, loss: 1.6797, grad_norm: 4.8477 2021-01-30 22:42:01,835 - mmaction - INFO - Epoch [85][3600/3757] lr: 1.000e-04, eta: 7:39:44, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8250, loss_cls: 1.6676, loss: 1.6676, grad_norm: 4.8253 2021-01-30 22:42:08,443 - mmaction - INFO - Epoch [85][3620/3757] lr: 1.000e-04, eta: 7:39:34, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6361, loss: 1.6361, grad_norm: 4.7715 2021-01-30 22:42:14,504 - mmaction - INFO - Epoch [85][3640/3757] lr: 1.000e-04, eta: 7:39:23, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8414, loss_cls: 1.5282, loss: 1.5282, grad_norm: 4.6662 2021-01-30 22:42:20,283 - mmaction - INFO - Epoch [85][3660/3757] lr: 1.000e-04, eta: 7:39:13, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8172, loss_cls: 1.6220, loss: 1.6220, grad_norm: 4.7513 2021-01-30 22:42:25,469 - mmaction - INFO - Epoch [85][3680/3757] lr: 1.000e-04, eta: 7:39:02, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8203, loss_cls: 1.6554, loss: 1.6554, grad_norm: 4.8011 2021-01-30 22:42:31,120 - mmaction - INFO - Epoch [85][3700/3757] lr: 1.000e-04, eta: 7:38:52, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5664, top5_acc: 0.8250, loss_cls: 1.7071, loss: 1.7071, grad_norm: 4.9808 2021-01-30 22:42:37,772 - mmaction - INFO - Epoch [85][3720/3757] lr: 1.000e-04, eta: 7:38:42, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.6426, loss: 1.6426, grad_norm: 4.8140 2021-01-30 22:42:43,583 - mmaction - INFO - Epoch [85][3740/3757] lr: 1.000e-04, eta: 7:38:31, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8219, loss_cls: 1.6319, loss: 1.6319, grad_norm: 4.8850 2021-01-30 22:43:02,509 - mmaction - INFO - Saving checkpoint at 85 epochs 2021-01-30 22:54:52,149 - mmaction - INFO - Epoch [86][20/3757] lr: 1.000e-04, eta: 7:40:15, time: 35.409, data_time: 34.953, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.6195, loss: 1.6195, grad_norm: 4.7725 2021-01-30 22:54:56,403 - mmaction - INFO - Epoch [86][40/3757] lr: 1.000e-04, eta: 7:40:04, time: 0.228, data_time: 0.018, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.5982, loss: 1.5982, grad_norm: 4.7657 2021-01-30 22:55:00,709 - mmaction - INFO - Epoch [86][60/3757] lr: 1.000e-04, eta: 7:39:53, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8383, loss_cls: 1.5830, loss: 1.5830, grad_norm: 4.8144 2021-01-30 22:55:04,874 - mmaction - INFO - Epoch [86][80/3757] lr: 1.000e-04, eta: 7:39:43, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8203, loss_cls: 1.6506, loss: 1.6506, grad_norm: 4.7554 2021-01-30 22:55:09,053 - mmaction - INFO - Epoch [86][100/3757] lr: 1.000e-04, eta: 7:39:32, time: 0.209, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.7159, loss: 1.7159, grad_norm: 4.9460 2021-01-30 22:55:13,404 - mmaction - INFO - Epoch [86][120/3757] lr: 1.000e-04, eta: 7:39:21, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.5910, loss: 1.5910, grad_norm: 4.7546 2021-01-30 22:55:17,590 - mmaction - INFO - Epoch [86][140/3757] lr: 1.000e-04, eta: 7:39:10, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8187, loss_cls: 1.5693, loss: 1.5693, grad_norm: 4.7754 2021-01-30 22:55:21,921 - mmaction - INFO - Epoch [86][160/3757] lr: 1.000e-04, eta: 7:38:59, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.6861, loss: 1.6861, grad_norm: 4.8373 2021-01-30 22:55:26,164 - mmaction - INFO - Epoch [86][180/3757] lr: 1.000e-04, eta: 7:38:49, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8258, loss_cls: 1.6019, loss: 1.6019, grad_norm: 4.7459 2021-01-30 22:55:30,472 - mmaction - INFO - Epoch [86][200/3757] lr: 1.000e-04, eta: 7:38:38, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8445, loss_cls: 1.5028, loss: 1.5028, grad_norm: 4.6215 2021-01-30 22:55:34,589 - mmaction - INFO - Epoch [86][220/3757] lr: 1.000e-04, eta: 7:38:27, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6486, loss: 1.6486, grad_norm: 4.8425 2021-01-30 22:55:38,728 - mmaction - INFO - Epoch [86][240/3757] lr: 1.000e-04, eta: 7:38:16, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8063, loss_cls: 1.6707, loss: 1.6707, grad_norm: 4.8719 2021-01-30 22:55:43,068 - mmaction - INFO - Epoch [86][260/3757] lr: 1.000e-04, eta: 7:38:05, time: 0.217, data_time: 0.003, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8211, loss_cls: 1.6440, loss: 1.6440, grad_norm: 4.8612 2021-01-30 22:55:47,280 - mmaction - INFO - Epoch [86][280/3757] lr: 1.000e-04, eta: 7:37:55, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.7953, loss_cls: 1.7831, loss: 1.7831, grad_norm: 4.8997 2021-01-30 22:55:51,574 - mmaction - INFO - Epoch [86][300/3757] lr: 1.000e-04, eta: 7:37:44, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8180, loss_cls: 1.6324, loss: 1.6324, grad_norm: 4.8479 2021-01-30 22:55:55,839 - mmaction - INFO - Epoch [86][320/3757] lr: 1.000e-04, eta: 7:37:33, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8289, loss_cls: 1.5702, loss: 1.5702, grad_norm: 4.6942 2021-01-30 22:55:59,960 - mmaction - INFO - Epoch [86][340/3757] lr: 1.000e-04, eta: 7:37:22, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8273, loss_cls: 1.6185, loss: 1.6185, grad_norm: 4.7744 2021-01-30 22:56:04,321 - mmaction - INFO - Epoch [86][360/3757] lr: 1.000e-04, eta: 7:37:12, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8016, loss_cls: 1.7182, loss: 1.7182, grad_norm: 4.8085 2021-01-30 22:56:08,464 - mmaction - INFO - Epoch [86][380/3757] lr: 1.000e-04, eta: 7:37:01, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8109, loss_cls: 1.6911, loss: 1.6911, grad_norm: 4.7975 2021-01-30 22:56:12,905 - mmaction - INFO - Epoch [86][400/3757] lr: 1.000e-04, eta: 7:36:50, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8148, loss_cls: 1.6662, loss: 1.6662, grad_norm: 4.7948 2021-01-30 22:56:17,231 - mmaction - INFO - Epoch [86][420/3757] lr: 1.000e-04, eta: 7:36:39, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8398, loss_cls: 1.5693, loss: 1.5693, grad_norm: 4.7303 2021-01-30 22:56:21,727 - mmaction - INFO - Epoch [86][440/3757] lr: 1.000e-04, eta: 7:36:29, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8039, loss_cls: 1.6971, loss: 1.6971, grad_norm: 4.8086 2021-01-30 22:56:26,310 - mmaction - INFO - Epoch [86][460/3757] lr: 1.000e-04, eta: 7:36:18, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8195, loss_cls: 1.6171, loss: 1.6171, grad_norm: 4.7942 2021-01-30 22:56:31,118 - mmaction - INFO - Epoch [86][480/3757] lr: 1.000e-04, eta: 7:36:07, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.6705, loss: 1.6705, grad_norm: 4.7979 2021-01-30 22:56:35,481 - mmaction - INFO - Epoch [86][500/3757] lr: 1.000e-04, eta: 7:35:57, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8320, loss_cls: 1.5757, loss: 1.5757, grad_norm: 4.8032 2021-01-30 22:56:40,347 - mmaction - INFO - Epoch [86][520/3757] lr: 1.000e-04, eta: 7:35:46, time: 0.243, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.6933, loss: 1.6933, grad_norm: 4.8475 2021-01-30 22:56:44,841 - mmaction - INFO - Epoch [86][540/3757] lr: 1.000e-04, eta: 7:35:35, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8086, loss_cls: 1.7019, loss: 1.7019, grad_norm: 4.8920 2021-01-30 22:56:49,360 - mmaction - INFO - Epoch [86][560/3757] lr: 1.000e-04, eta: 7:35:24, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8234, loss_cls: 1.6577, loss: 1.6577, grad_norm: 4.7527 2021-01-30 22:56:54,039 - mmaction - INFO - Epoch [86][580/3757] lr: 1.000e-04, eta: 7:35:14, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.6180, loss: 1.6180, grad_norm: 4.7599 2021-01-30 22:56:58,724 - mmaction - INFO - Epoch [86][600/3757] lr: 1.000e-04, eta: 7:35:03, time: 0.234, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8391, loss_cls: 1.5851, loss: 1.5851, grad_norm: 4.8682 2021-01-30 22:57:03,707 - mmaction - INFO - Epoch [86][620/3757] lr: 1.000e-04, eta: 7:34:52, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.7961, loss_cls: 1.7097, loss: 1.7097, grad_norm: 4.8081 2021-01-30 22:57:08,339 - mmaction - INFO - Epoch [86][640/3757] lr: 1.000e-04, eta: 7:34:42, time: 0.232, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8250, loss_cls: 1.6143, loss: 1.6143, grad_norm: 4.7343 2021-01-30 22:57:13,641 - mmaction - INFO - Epoch [86][660/3757] lr: 1.000e-04, eta: 7:34:31, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8297, loss_cls: 1.6003, loss: 1.6003, grad_norm: 4.8573 2021-01-30 22:57:18,504 - mmaction - INFO - Epoch [86][680/3757] lr: 1.000e-04, eta: 7:34:20, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7202, loss: 1.7202, grad_norm: 4.8975 2021-01-30 22:57:23,342 - mmaction - INFO - Epoch [86][700/3757] lr: 1.000e-04, eta: 7:34:10, time: 0.242, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8039, loss_cls: 1.6773, loss: 1.6773, grad_norm: 4.7857 2021-01-30 22:57:28,274 - mmaction - INFO - Epoch [86][720/3757] lr: 1.000e-04, eta: 7:33:59, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8383, loss_cls: 1.5166, loss: 1.5166, grad_norm: 4.6138 2021-01-30 22:57:33,798 - mmaction - INFO - Epoch [86][740/3757] lr: 1.000e-04, eta: 7:33:49, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8125, loss_cls: 1.6312, loss: 1.6312, grad_norm: 4.7460 2021-01-30 22:57:38,942 - mmaction - INFO - Epoch [86][760/3757] lr: 1.000e-04, eta: 7:33:38, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8258, loss_cls: 1.6324, loss: 1.6324, grad_norm: 4.8480 2021-01-30 22:57:44,629 - mmaction - INFO - Epoch [86][780/3757] lr: 1.000e-04, eta: 7:33:28, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7507, loss: 1.7507, grad_norm: 4.8660 2021-01-30 22:57:49,727 - mmaction - INFO - Epoch [86][800/3757] lr: 1.000e-04, eta: 7:33:17, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8227, loss_cls: 1.5980, loss: 1.5980, grad_norm: 4.6986 2021-01-30 22:57:54,846 - mmaction - INFO - Epoch [86][820/3757] lr: 1.000e-04, eta: 7:33:06, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8344, loss_cls: 1.5658, loss: 1.5658, grad_norm: 4.5888 2021-01-30 22:58:00,389 - mmaction - INFO - Epoch [86][840/3757] lr: 1.000e-04, eta: 7:32:56, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8344, loss_cls: 1.5559, loss: 1.5559, grad_norm: 4.8556 2021-01-30 22:58:05,638 - mmaction - INFO - Epoch [86][860/3757] lr: 1.000e-04, eta: 7:32:45, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6196, loss: 1.6196, grad_norm: 4.7360 2021-01-30 22:58:11,277 - mmaction - INFO - Epoch [86][880/3757] lr: 1.000e-04, eta: 7:32:35, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8156, loss_cls: 1.6569, loss: 1.6569, grad_norm: 4.7512 2021-01-30 22:58:16,761 - mmaction - INFO - Epoch [86][900/3757] lr: 1.000e-04, eta: 7:32:24, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.6759, loss: 1.6759, grad_norm: 4.8831 2021-01-30 22:58:22,125 - mmaction - INFO - Epoch [86][920/3757] lr: 1.000e-04, eta: 7:32:14, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6171, loss: 1.6171, grad_norm: 4.7445 2021-01-30 22:58:27,064 - mmaction - INFO - Epoch [86][940/3757] lr: 1.000e-04, eta: 7:32:03, time: 0.247, data_time: 0.003, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.6330, loss: 1.6330, grad_norm: 4.7907 2021-01-30 22:58:32,804 - mmaction - INFO - Epoch [86][960/3757] lr: 1.000e-04, eta: 7:31:53, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8234, loss_cls: 1.6274, loss: 1.6274, grad_norm: 4.7836 2021-01-30 22:58:38,240 - mmaction - INFO - Epoch [86][980/3757] lr: 1.000e-04, eta: 7:31:42, time: 0.272, data_time: 0.003, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8141, loss_cls: 1.6252, loss: 1.6252, grad_norm: 4.6988 2021-01-30 22:58:44,239 - mmaction - INFO - Epoch [86][1000/3757] lr: 1.000e-04, eta: 7:31:32, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8234, loss_cls: 1.6076, loss: 1.6076, grad_norm: 4.7980 2021-01-30 22:58:49,973 - mmaction - INFO - Epoch [86][1020/3757] lr: 1.000e-04, eta: 7:31:21, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8383, loss_cls: 1.5970, loss: 1.5970, grad_norm: 4.7373 2021-01-30 22:58:55,459 - mmaction - INFO - Epoch [86][1040/3757] lr: 1.000e-04, eta: 7:31:11, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8297, loss_cls: 1.6579, loss: 1.6579, grad_norm: 4.8744 2021-01-30 22:59:01,009 - mmaction - INFO - Epoch [86][1060/3757] lr: 1.000e-04, eta: 7:31:00, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8187, loss_cls: 1.6223, loss: 1.6223, grad_norm: 4.7884 2021-01-30 22:59:06,932 - mmaction - INFO - Epoch [86][1080/3757] lr: 1.000e-04, eta: 7:30:50, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7969, loss_cls: 1.7471, loss: 1.7471, grad_norm: 4.9899 2021-01-30 22:59:12,541 - mmaction - INFO - Epoch [86][1100/3757] lr: 1.000e-04, eta: 7:30:39, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8227, loss_cls: 1.5919, loss: 1.5919, grad_norm: 4.7360 2021-01-30 22:59:17,924 - mmaction - INFO - Epoch [86][1120/3757] lr: 1.000e-04, eta: 7:30:29, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.6665, loss: 1.6665, grad_norm: 4.8502 2021-01-30 22:59:23,402 - mmaction - INFO - Epoch [86][1140/3757] lr: 1.000e-04, eta: 7:30:18, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8180, loss_cls: 1.6789, loss: 1.6789, grad_norm: 4.8944 2021-01-30 22:59:29,616 - mmaction - INFO - Epoch [86][1160/3757] lr: 1.000e-04, eta: 7:30:08, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6577, loss: 1.6577, grad_norm: 4.6753 2021-01-30 22:59:35,002 - mmaction - INFO - Epoch [86][1180/3757] lr: 1.000e-04, eta: 7:29:57, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8328, loss_cls: 1.5300, loss: 1.5300, grad_norm: 4.5480 2021-01-30 22:59:40,500 - mmaction - INFO - Epoch [86][1200/3757] lr: 1.000e-04, eta: 7:29:47, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8289, loss_cls: 1.6435, loss: 1.6435, grad_norm: 4.7865 2021-01-30 22:59:46,276 - mmaction - INFO - Epoch [86][1220/3757] lr: 1.000e-04, eta: 7:29:36, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.6373, loss: 1.6373, grad_norm: 4.8354 2021-01-30 22:59:51,965 - mmaction - INFO - Epoch [86][1240/3757] lr: 1.000e-04, eta: 7:29:26, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8289, loss_cls: 1.6008, loss: 1.6008, grad_norm: 4.7342 2021-01-30 22:59:57,434 - mmaction - INFO - Epoch [86][1260/3757] lr: 1.000e-04, eta: 7:29:15, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.5711, loss: 1.5711, grad_norm: 4.6609 2021-01-30 23:00:03,606 - mmaction - INFO - Epoch [86][1280/3757] lr: 1.000e-04, eta: 7:29:05, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8375, loss_cls: 1.5500, loss: 1.5500, grad_norm: 4.7637 2021-01-30 23:00:09,699 - mmaction - INFO - Epoch [86][1300/3757] lr: 1.000e-04, eta: 7:28:54, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.6936, loss: 1.6936, grad_norm: 4.9865 2021-01-30 23:00:15,397 - mmaction - INFO - Epoch [86][1320/3757] lr: 1.000e-04, eta: 7:28:44, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8055, loss_cls: 1.6635, loss: 1.6635, grad_norm: 4.8522 2021-01-30 23:00:21,394 - mmaction - INFO - Epoch [86][1340/3757] lr: 1.000e-04, eta: 7:28:33, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8352, loss_cls: 1.5392, loss: 1.5392, grad_norm: 4.6792 2021-01-30 23:00:26,934 - mmaction - INFO - Epoch [86][1360/3757] lr: 1.000e-04, eta: 7:28:23, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5670, loss: 1.5670, grad_norm: 4.6777 2021-01-30 23:00:33,224 - mmaction - INFO - Epoch [86][1380/3757] lr: 1.000e-04, eta: 7:28:12, time: 0.314, data_time: 0.004, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8125, loss_cls: 1.6827, loss: 1.6827, grad_norm: 4.7372 2021-01-30 23:00:39,013 - mmaction - INFO - Epoch [86][1400/3757] lr: 1.000e-04, eta: 7:28:02, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8164, loss_cls: 1.6178, loss: 1.6178, grad_norm: 4.8741 2021-01-30 23:00:45,216 - mmaction - INFO - Epoch [86][1420/3757] lr: 1.000e-04, eta: 7:27:52, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8375, loss_cls: 1.5828, loss: 1.5828, grad_norm: 4.8851 2021-01-30 23:00:50,824 - mmaction - INFO - Epoch [86][1440/3757] lr: 1.000e-04, eta: 7:27:41, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5952, loss: 1.5952, grad_norm: 4.7476 2021-01-30 23:00:56,603 - mmaction - INFO - Epoch [86][1460/3757] lr: 1.000e-04, eta: 7:27:31, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.6158, loss: 1.6158, grad_norm: 4.8804 2021-01-30 23:01:02,107 - mmaction - INFO - Epoch [86][1480/3757] lr: 1.000e-04, eta: 7:27:20, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8211, loss_cls: 1.6365, loss: 1.6365, grad_norm: 4.6948 2021-01-30 23:01:07,531 - mmaction - INFO - Epoch [86][1500/3757] lr: 1.000e-04, eta: 7:27:09, time: 0.271, data_time: 0.004, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8195, loss_cls: 1.6339, loss: 1.6339, grad_norm: 4.7883 2021-01-30 23:01:14,439 - mmaction - INFO - Epoch [86][1520/3757] lr: 1.000e-04, eta: 7:26:59, time: 0.345, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8164, loss_cls: 1.6861, loss: 1.6861, grad_norm: 4.8473 2021-01-30 23:01:20,369 - mmaction - INFO - Epoch [86][1540/3757] lr: 1.000e-04, eta: 7:26:49, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8195, loss_cls: 1.5996, loss: 1.5996, grad_norm: 4.8058 2021-01-30 23:01:26,028 - mmaction - INFO - Epoch [86][1560/3757] lr: 1.000e-04, eta: 7:26:38, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8219, loss_cls: 1.6105, loss: 1.6105, grad_norm: 4.7360 2021-01-30 23:01:31,678 - mmaction - INFO - Epoch [86][1580/3757] lr: 1.000e-04, eta: 7:26:28, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8102, loss_cls: 1.7343, loss: 1.7343, grad_norm: 5.0393 2021-01-30 23:01:36,389 - mmaction - INFO - Epoch [86][1600/3757] lr: 1.000e-04, eta: 7:26:17, time: 0.236, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.6122, loss: 1.6122, grad_norm: 4.8114 2021-01-30 23:01:41,615 - mmaction - INFO - Epoch [86][1620/3757] lr: 1.000e-04, eta: 7:26:07, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.6627, loss: 1.6627, grad_norm: 4.8582 2021-01-30 23:01:47,217 - mmaction - INFO - Epoch [86][1640/3757] lr: 1.000e-04, eta: 7:25:56, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8297, loss_cls: 1.6270, loss: 1.6270, grad_norm: 4.7975 2021-01-30 23:01:53,567 - mmaction - INFO - Epoch [86][1660/3757] lr: 1.000e-04, eta: 7:25:46, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8031, loss_cls: 1.6792, loss: 1.6792, grad_norm: 4.8308 2021-01-30 23:01:59,335 - mmaction - INFO - Epoch [86][1680/3757] lr: 1.000e-04, eta: 7:25:35, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.6456, loss: 1.6456, grad_norm: 4.8349 2021-01-30 23:02:04,860 - mmaction - INFO - Epoch [86][1700/3757] lr: 1.000e-04, eta: 7:25:25, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8141, loss_cls: 1.5880, loss: 1.5880, grad_norm: 4.6621 2021-01-30 23:02:10,268 - mmaction - INFO - Epoch [86][1720/3757] lr: 1.000e-04, eta: 7:25:14, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7977, loss_cls: 1.7458, loss: 1.7458, grad_norm: 4.8832 2021-01-30 23:02:15,953 - mmaction - INFO - Epoch [86][1740/3757] lr: 1.000e-04, eta: 7:25:04, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8367, loss_cls: 1.5260, loss: 1.5260, grad_norm: 4.6431 2021-01-30 23:02:22,245 - mmaction - INFO - Epoch [86][1760/3757] lr: 1.000e-04, eta: 7:24:53, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.6706, loss: 1.6706, grad_norm: 4.7928 2021-01-30 23:02:28,006 - mmaction - INFO - Epoch [86][1780/3757] lr: 1.000e-04, eta: 7:24:43, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5961, loss: 1.5961, grad_norm: 4.7372 2021-01-30 23:02:34,258 - mmaction - INFO - Epoch [86][1800/3757] lr: 1.000e-04, eta: 7:24:33, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8234, loss_cls: 1.5829, loss: 1.5829, grad_norm: 4.8155 2021-01-30 23:02:40,513 - mmaction - INFO - Epoch [86][1820/3757] lr: 1.000e-04, eta: 7:24:22, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8328, loss_cls: 1.5613, loss: 1.5613, grad_norm: 4.7037 2021-01-30 23:02:46,105 - mmaction - INFO - Epoch [86][1840/3757] lr: 1.000e-04, eta: 7:24:12, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.7922, loss_cls: 1.7491, loss: 1.7491, grad_norm: 4.8968 2021-01-30 23:02:52,270 - mmaction - INFO - Epoch [86][1860/3757] lr: 1.000e-04, eta: 7:24:01, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.6768, loss: 1.6768, grad_norm: 4.7719 2021-01-30 23:02:58,522 - mmaction - INFO - Epoch [86][1880/3757] lr: 1.000e-04, eta: 7:23:51, time: 0.313, data_time: 0.003, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8359, loss_cls: 1.5717, loss: 1.5717, grad_norm: 4.9023 2021-01-30 23:03:04,130 - mmaction - INFO - Epoch [86][1900/3757] lr: 1.000e-04, eta: 7:23:40, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6248, loss: 1.6248, grad_norm: 4.7759 2021-01-30 23:03:09,901 - mmaction - INFO - Epoch [86][1920/3757] lr: 1.000e-04, eta: 7:23:30, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8266, loss_cls: 1.6707, loss: 1.6707, grad_norm: 4.8198 2021-01-30 23:03:15,525 - mmaction - INFO - Epoch [86][1940/3757] lr: 1.000e-04, eta: 7:23:20, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8234, loss_cls: 1.6455, loss: 1.6455, grad_norm: 4.8134 2021-01-30 23:03:21,633 - mmaction - INFO - Epoch [86][1960/3757] lr: 1.000e-04, eta: 7:23:09, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8187, loss_cls: 1.6801, loss: 1.6801, grad_norm: 4.9118 2021-01-30 23:03:27,157 - mmaction - INFO - Epoch [86][1980/3757] lr: 1.000e-04, eta: 7:22:59, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6179, loss: 1.6179, grad_norm: 4.8019 2021-01-30 23:03:33,237 - mmaction - INFO - Epoch [86][2000/3757] lr: 1.000e-04, eta: 7:22:48, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8094, loss_cls: 1.6681, loss: 1.6681, grad_norm: 4.7328 2021-01-30 23:03:39,234 - mmaction - INFO - Epoch [86][2020/3757] lr: 1.000e-04, eta: 7:22:38, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.5026, loss: 1.5026, grad_norm: 4.6420 2021-01-30 23:03:45,283 - mmaction - INFO - Epoch [86][2040/3757] lr: 1.000e-04, eta: 7:22:27, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.6081, loss: 1.6081, grad_norm: 4.9063 2021-01-30 23:03:51,456 - mmaction - INFO - Epoch [86][2060/3757] lr: 1.000e-04, eta: 7:22:17, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.7487, loss: 1.7487, grad_norm: 4.8846 2021-01-30 23:03:56,847 - mmaction - INFO - Epoch [86][2080/3757] lr: 1.000e-04, eta: 7:22:07, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8094, loss_cls: 1.6915, loss: 1.6915, grad_norm: 4.8716 2021-01-30 23:04:02,375 - mmaction - INFO - Epoch [86][2100/3757] lr: 1.000e-04, eta: 7:21:56, time: 0.277, data_time: 0.003, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8352, loss_cls: 1.5906, loss: 1.5906, grad_norm: 4.8227 2021-01-30 23:04:08,200 - mmaction - INFO - Epoch [86][2120/3757] lr: 1.000e-04, eta: 7:21:46, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8086, loss_cls: 1.6388, loss: 1.6388, grad_norm: 4.6882 2021-01-30 23:04:14,083 - mmaction - INFO - Epoch [86][2140/3757] lr: 1.000e-04, eta: 7:21:35, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8305, loss_cls: 1.5699, loss: 1.5699, grad_norm: 4.7760 2021-01-30 23:04:19,761 - mmaction - INFO - Epoch [86][2160/3757] lr: 1.000e-04, eta: 7:21:25, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8133, loss_cls: 1.6762, loss: 1.6762, grad_norm: 4.8461 2021-01-30 23:04:25,590 - mmaction - INFO - Epoch [86][2180/3757] lr: 1.000e-04, eta: 7:21:14, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8148, loss_cls: 1.6477, loss: 1.6477, grad_norm: 4.8213 2021-01-30 23:04:31,760 - mmaction - INFO - Epoch [86][2200/3757] lr: 1.000e-04, eta: 7:21:04, time: 0.309, data_time: 0.003, memory: 3385, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.4819, loss: 1.4819, grad_norm: 4.5863 2021-01-30 23:04:37,388 - mmaction - INFO - Epoch [86][2220/3757] lr: 1.000e-04, eta: 7:20:53, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8195, loss_cls: 1.6404, loss: 1.6404, grad_norm: 4.8184 2021-01-30 23:04:43,152 - mmaction - INFO - Epoch [86][2240/3757] lr: 1.000e-04, eta: 7:20:43, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.7285, loss: 1.7285, grad_norm: 4.8553 2021-01-30 23:04:48,857 - mmaction - INFO - Epoch [86][2260/3757] lr: 1.000e-04, eta: 7:20:32, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8039, loss_cls: 1.6910, loss: 1.6910, grad_norm: 4.7333 2021-01-30 23:04:54,853 - mmaction - INFO - Epoch [86][2280/3757] lr: 1.000e-04, eta: 7:20:22, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8141, loss_cls: 1.6350, loss: 1.6350, grad_norm: 4.7775 2021-01-30 23:05:00,968 - mmaction - INFO - Epoch [86][2300/3757] lr: 1.000e-04, eta: 7:20:12, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8234, loss_cls: 1.6297, loss: 1.6297, grad_norm: 4.7459 2021-01-30 23:05:06,886 - mmaction - INFO - Epoch [86][2320/3757] lr: 1.000e-04, eta: 7:20:01, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8367, loss_cls: 1.5583, loss: 1.5583, grad_norm: 4.6576 2021-01-30 23:05:12,708 - mmaction - INFO - Epoch [86][2340/3757] lr: 1.000e-04, eta: 7:19:51, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6865, loss: 1.6865, grad_norm: 4.9727 2021-01-30 23:05:19,264 - mmaction - INFO - Epoch [86][2360/3757] lr: 1.000e-04, eta: 7:19:41, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8180, loss_cls: 1.6817, loss: 1.6817, grad_norm: 4.9596 2021-01-30 23:05:25,132 - mmaction - INFO - Epoch [86][2380/3757] lr: 1.000e-04, eta: 7:19:30, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8430, loss_cls: 1.4920, loss: 1.4920, grad_norm: 4.6056 2021-01-30 23:05:30,514 - mmaction - INFO - Epoch [86][2400/3757] lr: 1.000e-04, eta: 7:19:20, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8023, loss_cls: 1.6915, loss: 1.6915, grad_norm: 4.9380 2021-01-30 23:05:37,034 - mmaction - INFO - Epoch [86][2420/3757] lr: 1.000e-04, eta: 7:19:09, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8195, loss_cls: 1.6504, loss: 1.6504, grad_norm: 4.9183 2021-01-30 23:05:42,648 - mmaction - INFO - Epoch [86][2440/3757] lr: 1.000e-04, eta: 7:18:59, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.9075 2021-01-30 23:05:48,506 - mmaction - INFO - Epoch [86][2460/3757] lr: 1.000e-04, eta: 7:18:48, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8250, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.9195 2021-01-30 23:05:54,665 - mmaction - INFO - Epoch [86][2480/3757] lr: 1.000e-04, eta: 7:18:38, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8148, loss_cls: 1.6164, loss: 1.6164, grad_norm: 4.8140 2021-01-30 23:06:00,181 - mmaction - INFO - Epoch [86][2500/3757] lr: 1.000e-04, eta: 7:18:28, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.6865, loss: 1.6865, grad_norm: 4.8553 2021-01-30 23:06:06,065 - mmaction - INFO - Epoch [86][2520/3757] lr: 1.000e-04, eta: 7:18:17, time: 0.295, data_time: 0.004, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6034, loss: 1.6034, grad_norm: 4.7461 2021-01-30 23:06:12,650 - mmaction - INFO - Epoch [86][2540/3757] lr: 1.000e-04, eta: 7:18:07, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8305, loss_cls: 1.6549, loss: 1.6549, grad_norm: 4.9702 2021-01-30 23:06:18,344 - mmaction - INFO - Epoch [86][2560/3757] lr: 1.000e-04, eta: 7:17:56, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8172, loss_cls: 1.6014, loss: 1.6014, grad_norm: 4.7950 2021-01-30 23:06:24,109 - mmaction - INFO - Epoch [86][2580/3757] lr: 1.000e-04, eta: 7:17:46, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8125, loss_cls: 1.6575, loss: 1.6575, grad_norm: 4.8552 2021-01-30 23:06:30,213 - mmaction - INFO - Epoch [86][2600/3757] lr: 1.000e-04, eta: 7:17:36, time: 0.305, data_time: 0.005, memory: 3385, top1_acc: 0.6359, top5_acc: 0.8227, loss_cls: 1.5867, loss: 1.5867, grad_norm: 4.7361 2021-01-30 23:06:36,000 - mmaction - INFO - Epoch [86][2620/3757] lr: 1.000e-04, eta: 7:17:25, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.6156, loss: 1.6156, grad_norm: 4.8024 2021-01-30 23:06:41,751 - mmaction - INFO - Epoch [86][2640/3757] lr: 1.000e-04, eta: 7:17:15, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8156, loss_cls: 1.5913, loss: 1.5913, grad_norm: 4.7015 2021-01-30 23:06:48,063 - mmaction - INFO - Epoch [86][2660/3757] lr: 1.000e-04, eta: 7:17:04, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.6681, loss: 1.6681, grad_norm: 4.8966 2021-01-30 23:06:54,030 - mmaction - INFO - Epoch [86][2680/3757] lr: 1.000e-04, eta: 7:16:54, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8172, loss_cls: 1.6757, loss: 1.6757, grad_norm: 4.7702 2021-01-30 23:07:00,109 - mmaction - INFO - Epoch [86][2700/3757] lr: 1.000e-04, eta: 7:16:44, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8305, loss_cls: 1.5959, loss: 1.5959, grad_norm: 4.7554 2021-01-30 23:07:06,224 - mmaction - INFO - Epoch [86][2720/3757] lr: 1.000e-04, eta: 7:16:33, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.6069, loss: 1.6069, grad_norm: 4.7997 2021-01-30 23:07:12,367 - mmaction - INFO - Epoch [86][2740/3757] lr: 1.000e-04, eta: 7:16:23, time: 0.308, data_time: 0.005, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8297, loss_cls: 1.5910, loss: 1.5910, grad_norm: 4.7213 2021-01-30 23:07:18,162 - mmaction - INFO - Epoch [86][2760/3757] lr: 1.000e-04, eta: 7:16:12, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6203, loss: 1.6203, grad_norm: 4.9466 2021-01-30 23:07:24,491 - mmaction - INFO - Epoch [86][2780/3757] lr: 1.000e-04, eta: 7:16:02, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8211, loss_cls: 1.6172, loss: 1.6172, grad_norm: 4.7228 2021-01-30 23:07:30,121 - mmaction - INFO - Epoch [86][2800/3757] lr: 1.000e-04, eta: 7:15:52, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.5604, loss: 1.5604, grad_norm: 4.6971 2021-01-30 23:07:36,675 - mmaction - INFO - Epoch [86][2820/3757] lr: 1.000e-04, eta: 7:15:41, time: 0.328, data_time: 0.005, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8258, loss_cls: 1.5691, loss: 1.5691, grad_norm: 4.7671 2021-01-30 23:07:42,375 - mmaction - INFO - Epoch [86][2840/3757] lr: 1.000e-04, eta: 7:15:31, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8148, loss_cls: 1.7035, loss: 1.7035, grad_norm: 4.8012 2021-01-30 23:07:48,357 - mmaction - INFO - Epoch [86][2860/3757] lr: 1.000e-04, eta: 7:15:20, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8141, loss_cls: 1.6594, loss: 1.6594, grad_norm: 4.8651 2021-01-30 23:07:53,789 - mmaction - INFO - Epoch [86][2880/3757] lr: 1.000e-04, eta: 7:15:10, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8094, loss_cls: 1.6536, loss: 1.6536, grad_norm: 4.7333 2021-01-30 23:07:59,801 - mmaction - INFO - Epoch [86][2900/3757] lr: 1.000e-04, eta: 7:15:00, time: 0.301, data_time: 0.005, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8305, loss_cls: 1.6043, loss: 1.6043, grad_norm: 4.7714 2021-01-30 23:08:06,748 - mmaction - INFO - Epoch [86][2920/3757] lr: 1.000e-04, eta: 7:14:49, time: 0.344, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.7992, loss_cls: 1.6943, loss: 1.6943, grad_norm: 4.8003 2021-01-30 23:08:12,464 - mmaction - INFO - Epoch [86][2940/3757] lr: 1.000e-04, eta: 7:14:39, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.6304, loss: 1.6304, grad_norm: 4.7442 2021-01-30 23:08:18,729 - mmaction - INFO - Epoch [86][2960/3757] lr: 1.000e-04, eta: 7:14:29, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8094, loss_cls: 1.6851, loss: 1.6851, grad_norm: 4.8123 2021-01-30 23:08:24,541 - mmaction - INFO - Epoch [86][2980/3757] lr: 1.000e-04, eta: 7:14:18, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8414, loss_cls: 1.6073, loss: 1.6073, grad_norm: 4.8077 2021-01-30 23:08:30,348 - mmaction - INFO - Epoch [86][3000/3757] lr: 1.000e-04, eta: 7:14:08, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7906, loss_cls: 1.7661, loss: 1.7661, grad_norm: 4.9944 2021-01-30 23:08:36,169 - mmaction - INFO - Epoch [86][3020/3757] lr: 1.000e-04, eta: 7:13:57, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8156, loss_cls: 1.6034, loss: 1.6034, grad_norm: 4.7182 2021-01-30 23:08:42,588 - mmaction - INFO - Epoch [86][3040/3757] lr: 1.000e-04, eta: 7:13:47, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8172, loss_cls: 1.6580, loss: 1.6580, grad_norm: 4.7481 2021-01-30 23:08:48,839 - mmaction - INFO - Epoch [86][3060/3757] lr: 1.000e-04, eta: 7:13:37, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5276, loss: 1.5276, grad_norm: 4.5977 2021-01-30 23:08:54,831 - mmaction - INFO - Epoch [86][3080/3757] lr: 1.000e-04, eta: 7:13:26, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8219, loss_cls: 1.6730, loss: 1.6730, grad_norm: 4.8275 2021-01-30 23:09:00,638 - mmaction - INFO - Epoch [86][3100/3757] lr: 1.000e-04, eta: 7:13:16, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.6146, loss: 1.6146, grad_norm: 4.8306 2021-01-30 23:09:07,027 - mmaction - INFO - Epoch [86][3120/3757] lr: 1.000e-04, eta: 7:13:05, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8320, loss_cls: 1.6153, loss: 1.6153, grad_norm: 4.8171 2021-01-30 23:09:13,215 - mmaction - INFO - Epoch [86][3140/3757] lr: 1.000e-04, eta: 7:12:55, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7075, loss: 1.7075, grad_norm: 4.9290 2021-01-30 23:09:19,034 - mmaction - INFO - Epoch [86][3160/3757] lr: 1.000e-04, eta: 7:12:45, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8305, loss_cls: 1.6029, loss: 1.6029, grad_norm: 4.7895 2021-01-30 23:09:24,927 - mmaction - INFO - Epoch [86][3180/3757] lr: 1.000e-04, eta: 7:12:34, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8281, loss_cls: 1.6168, loss: 1.6168, grad_norm: 4.8939 2021-01-30 23:09:31,202 - mmaction - INFO - Epoch [86][3200/3757] lr: 1.000e-04, eta: 7:12:24, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8016, loss_cls: 1.7374, loss: 1.7374, grad_norm: 4.8920 2021-01-30 23:09:37,174 - mmaction - INFO - Epoch [86][3220/3757] lr: 1.000e-04, eta: 7:12:14, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8281, loss_cls: 1.6049, loss: 1.6049, grad_norm: 4.7400 2021-01-30 23:09:43,056 - mmaction - INFO - Epoch [86][3240/3757] lr: 1.000e-04, eta: 7:12:03, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.5971, loss: 1.5971, grad_norm: 4.7550 2021-01-30 23:09:48,739 - mmaction - INFO - Epoch [86][3260/3757] lr: 1.000e-04, eta: 7:11:53, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8203, loss_cls: 1.5669, loss: 1.5669, grad_norm: 4.7722 2021-01-30 23:09:54,556 - mmaction - INFO - Epoch [86][3280/3757] lr: 1.000e-04, eta: 7:11:42, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.7053, loss: 1.7053, grad_norm: 4.8596 2021-01-30 23:10:00,264 - mmaction - INFO - Epoch [86][3300/3757] lr: 1.000e-04, eta: 7:11:32, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8141, loss_cls: 1.7049, loss: 1.7049, grad_norm: 4.8472 2021-01-30 23:10:06,869 - mmaction - INFO - Epoch [86][3320/3757] lr: 1.000e-04, eta: 7:11:22, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.6960, loss: 1.6960, grad_norm: 4.9037 2021-01-30 23:10:12,761 - mmaction - INFO - Epoch [86][3340/3757] lr: 1.000e-04, eta: 7:11:11, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8172, loss_cls: 1.6441, loss: 1.6441, grad_norm: 4.8360 2021-01-30 23:10:19,023 - mmaction - INFO - Epoch [86][3360/3757] lr: 1.000e-04, eta: 7:11:01, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8320, loss_cls: 1.5603, loss: 1.5603, grad_norm: 4.7509 2021-01-30 23:10:24,652 - mmaction - INFO - Epoch [86][3380/3757] lr: 1.000e-04, eta: 7:10:50, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8367, loss_cls: 1.5560, loss: 1.5560, grad_norm: 4.8017 2021-01-30 23:10:30,923 - mmaction - INFO - Epoch [86][3400/3757] lr: 1.000e-04, eta: 7:10:40, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8211, loss_cls: 1.6569, loss: 1.6569, grad_norm: 4.8252 2021-01-30 23:10:37,034 - mmaction - INFO - Epoch [86][3420/3757] lr: 1.000e-04, eta: 7:10:30, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8031, loss_cls: 1.6636, loss: 1.6636, grad_norm: 4.8685 2021-01-30 23:10:43,253 - mmaction - INFO - Epoch [86][3440/3757] lr: 1.000e-04, eta: 7:10:19, time: 0.312, data_time: 0.004, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8125, loss_cls: 1.6908, loss: 1.6908, grad_norm: 4.8226 2021-01-30 23:10:49,388 - mmaction - INFO - Epoch [86][3460/3757] lr: 1.000e-04, eta: 7:10:09, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.5690, loss: 1.5690, grad_norm: 4.8570 2021-01-30 23:10:54,895 - mmaction - INFO - Epoch [86][3480/3757] lr: 1.000e-04, eta: 7:09:59, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8320, loss_cls: 1.5859, loss: 1.5859, grad_norm: 4.8384 2021-01-30 23:11:01,153 - mmaction - INFO - Epoch [86][3500/3757] lr: 1.000e-04, eta: 7:09:48, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8273, loss_cls: 1.6167, loss: 1.6167, grad_norm: 4.8043 2021-01-30 23:11:07,412 - mmaction - INFO - Epoch [86][3520/3757] lr: 1.000e-04, eta: 7:09:38, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8266, loss_cls: 1.6390, loss: 1.6390, grad_norm: 4.8900 2021-01-30 23:11:13,437 - mmaction - INFO - Epoch [86][3540/3757] lr: 1.000e-04, eta: 7:09:28, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8148, loss_cls: 1.6217, loss: 1.6217, grad_norm: 4.7284 2021-01-30 23:11:19,656 - mmaction - INFO - Epoch [86][3560/3757] lr: 1.000e-04, eta: 7:09:17, time: 0.311, data_time: 0.004, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8297, loss_cls: 1.6219, loss: 1.6219, grad_norm: 4.7942 2021-01-30 23:11:25,987 - mmaction - INFO - Epoch [86][3580/3757] lr: 1.000e-04, eta: 7:09:07, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8031, loss_cls: 1.7204, loss: 1.7204, grad_norm: 4.8437 2021-01-30 23:11:31,478 - mmaction - INFO - Epoch [86][3600/3757] lr: 1.000e-04, eta: 7:08:57, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8242, loss_cls: 1.5772, loss: 1.5772, grad_norm: 4.7280 2021-01-30 23:11:37,270 - mmaction - INFO - Epoch [86][3620/3757] lr: 1.000e-04, eta: 7:08:46, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8414, loss_cls: 1.5110, loss: 1.5110, grad_norm: 4.7100 2021-01-30 23:11:43,218 - mmaction - INFO - Epoch [86][3640/3757] lr: 1.000e-04, eta: 7:08:36, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8266, loss_cls: 1.6210, loss: 1.6210, grad_norm: 4.9620 2021-01-30 23:11:49,269 - mmaction - INFO - Epoch [86][3660/3757] lr: 1.000e-04, eta: 7:08:25, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.6226, loss: 1.6226, grad_norm: 4.8292 2021-01-30 23:11:54,880 - mmaction - INFO - Epoch [86][3680/3757] lr: 1.000e-04, eta: 7:08:15, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8211, loss_cls: 1.6238, loss: 1.6238, grad_norm: 4.8708 2021-01-30 23:12:01,293 - mmaction - INFO - Epoch [86][3700/3757] lr: 1.000e-04, eta: 7:08:05, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8141, loss_cls: 1.6714, loss: 1.6714, grad_norm: 4.8605 2021-01-30 23:12:07,181 - mmaction - INFO - Epoch [86][3720/3757] lr: 1.000e-04, eta: 7:07:54, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8375, loss_cls: 1.5991, loss: 1.5991, grad_norm: 4.8918 2021-01-30 23:12:13,349 - mmaction - INFO - Epoch [86][3740/3757] lr: 1.000e-04, eta: 7:07:44, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6350, loss: 1.6350, grad_norm: 4.8178 2021-01-30 23:12:36,254 - mmaction - INFO - Saving checkpoint at 86 epochs 2021-01-30 23:24:29,066 - mmaction - INFO - Epoch [87][20/3757] lr: 1.000e-04, eta: 7:09:19, time: 35.621, data_time: 35.192, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8125, loss_cls: 1.6338, loss: 1.6338, grad_norm: 4.7306 2021-01-30 23:24:33,243 - mmaction - INFO - Epoch [87][40/3757] lr: 1.000e-04, eta: 7:09:08, time: 0.219, data_time: 0.013, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.6606, loss: 1.6606, grad_norm: 4.8477 2021-01-30 23:24:37,324 - mmaction - INFO - Epoch [87][60/3757] lr: 1.000e-04, eta: 7:08:57, time: 0.204, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8203, loss_cls: 1.6070, loss: 1.6070, grad_norm: 4.7308 2021-01-30 23:24:41,493 - mmaction - INFO - Epoch [87][80/3757] lr: 1.000e-04, eta: 7:08:47, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8203, loss_cls: 1.6387, loss: 1.6387, grad_norm: 4.8898 2021-01-30 23:24:45,730 - mmaction - INFO - Epoch [87][100/3757] lr: 1.000e-04, eta: 7:08:36, time: 0.211, data_time: 0.004, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8328, loss_cls: 1.6031, loss: 1.6031, grad_norm: 4.8425 2021-01-30 23:24:49,932 - mmaction - INFO - Epoch [87][120/3757] lr: 1.000e-04, eta: 7:08:25, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8344, loss_cls: 1.6157, loss: 1.6157, grad_norm: 4.7589 2021-01-30 23:24:54,126 - mmaction - INFO - Epoch [87][140/3757] lr: 1.000e-04, eta: 7:08:15, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8180, loss_cls: 1.5680, loss: 1.5680, grad_norm: 4.7176 2021-01-30 23:24:58,279 - mmaction - INFO - Epoch [87][160/3757] lr: 1.000e-04, eta: 7:08:04, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8156, loss_cls: 1.6165, loss: 1.6165, grad_norm: 4.8198 2021-01-30 23:25:02,519 - mmaction - INFO - Epoch [87][180/3757] lr: 1.000e-04, eta: 7:07:53, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6572, loss: 1.6572, grad_norm: 4.8697 2021-01-30 23:25:06,735 - mmaction - INFO - Epoch [87][200/3757] lr: 1.000e-04, eta: 7:07:42, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8258, loss_cls: 1.6001, loss: 1.6001, grad_norm: 4.8205 2021-01-30 23:25:10,898 - mmaction - INFO - Epoch [87][220/3757] lr: 1.000e-04, eta: 7:07:32, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8250, loss_cls: 1.6140, loss: 1.6140, grad_norm: 4.8195 2021-01-30 23:25:15,103 - mmaction - INFO - Epoch [87][240/3757] lr: 1.000e-04, eta: 7:07:21, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.6308, loss: 1.6308, grad_norm: 4.7984 2021-01-30 23:25:19,288 - mmaction - INFO - Epoch [87][260/3757] lr: 1.000e-04, eta: 7:07:10, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8219, loss_cls: 1.6449, loss: 1.6449, grad_norm: 4.8327 2021-01-30 23:25:23,745 - mmaction - INFO - Epoch [87][280/3757] lr: 1.000e-04, eta: 7:07:00, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7405, loss: 1.7405, grad_norm: 4.8813 2021-01-30 23:25:27,915 - mmaction - INFO - Epoch [87][300/3757] lr: 1.000e-04, eta: 7:06:49, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.7339, loss: 1.7339, grad_norm: 4.9820 2021-01-30 23:25:32,198 - mmaction - INFO - Epoch [87][320/3757] lr: 1.000e-04, eta: 7:06:38, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8219, loss_cls: 1.6286, loss: 1.6286, grad_norm: 4.7740 2021-01-30 23:25:36,567 - mmaction - INFO - Epoch [87][340/3757] lr: 1.000e-04, eta: 7:06:28, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8117, loss_cls: 1.6274, loss: 1.6274, grad_norm: 4.8115 2021-01-30 23:25:40,825 - mmaction - INFO - Epoch [87][360/3757] lr: 1.000e-04, eta: 7:06:17, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8227, loss_cls: 1.6054, loss: 1.6054, grad_norm: 4.8620 2021-01-30 23:25:45,179 - mmaction - INFO - Epoch [87][380/3757] lr: 1.000e-04, eta: 7:06:06, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8172, loss_cls: 1.6176, loss: 1.6176, grad_norm: 4.7728 2021-01-30 23:25:49,592 - mmaction - INFO - Epoch [87][400/3757] lr: 1.000e-04, eta: 7:05:56, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.5195, loss: 1.5195, grad_norm: 4.7899 2021-01-30 23:25:54,128 - mmaction - INFO - Epoch [87][420/3757] lr: 1.000e-04, eta: 7:05:45, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8203, loss_cls: 1.6143, loss: 1.6143, grad_norm: 4.7567 2021-01-30 23:25:58,442 - mmaction - INFO - Epoch [87][440/3757] lr: 1.000e-04, eta: 7:05:34, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8008, loss_cls: 1.6744, loss: 1.6744, grad_norm: 4.8162 2021-01-30 23:26:03,120 - mmaction - INFO - Epoch [87][460/3757] lr: 1.000e-04, eta: 7:05:24, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8211, loss_cls: 1.6511, loss: 1.6511, grad_norm: 4.7541 2021-01-30 23:26:08,054 - mmaction - INFO - Epoch [87][480/3757] lr: 1.000e-04, eta: 7:05:13, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.6159, loss: 1.6159, grad_norm: 4.7505 2021-01-30 23:26:12,588 - mmaction - INFO - Epoch [87][500/3757] lr: 1.000e-04, eta: 7:05:03, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8398, loss_cls: 1.5627, loss: 1.5627, grad_norm: 4.6873 2021-01-30 23:26:17,118 - mmaction - INFO - Epoch [87][520/3757] lr: 1.000e-04, eta: 7:04:52, time: 0.227, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8203, loss_cls: 1.6095, loss: 1.6095, grad_norm: 4.8258 2021-01-30 23:26:21,594 - mmaction - INFO - Epoch [87][540/3757] lr: 1.000e-04, eta: 7:04:41, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6672, loss: 1.6672, grad_norm: 4.8306 2021-01-30 23:26:26,211 - mmaction - INFO - Epoch [87][560/3757] lr: 1.000e-04, eta: 7:04:31, time: 0.231, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.6118, loss: 1.6118, grad_norm: 4.8486 2021-01-30 23:26:31,451 - mmaction - INFO - Epoch [87][580/3757] lr: 1.000e-04, eta: 7:04:20, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8117, loss_cls: 1.6971, loss: 1.6971, grad_norm: 4.8286 2021-01-30 23:26:36,663 - mmaction - INFO - Epoch [87][600/3757] lr: 1.000e-04, eta: 7:04:10, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.6299, loss: 1.6299, grad_norm: 4.6977 2021-01-30 23:26:41,731 - mmaction - INFO - Epoch [87][620/3757] lr: 1.000e-04, eta: 7:03:59, time: 0.254, data_time: 0.028, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8125, loss_cls: 1.6815, loss: 1.6815, grad_norm: 4.7974 2021-01-30 23:26:46,816 - mmaction - INFO - Epoch [87][640/3757] lr: 1.000e-04, eta: 7:03:48, time: 0.254, data_time: 0.005, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8219, loss_cls: 1.6455, loss: 1.6455, grad_norm: 4.8882 2021-01-30 23:26:52,018 - mmaction - INFO - Epoch [87][660/3757] lr: 1.000e-04, eta: 7:03:38, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8008, loss_cls: 1.7070, loss: 1.7070, grad_norm: 4.8235 2021-01-30 23:26:57,554 - mmaction - INFO - Epoch [87][680/3757] lr: 1.000e-04, eta: 7:03:27, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8242, loss_cls: 1.6139, loss: 1.6139, grad_norm: 4.8025 2021-01-30 23:27:02,585 - mmaction - INFO - Epoch [87][700/3757] lr: 1.000e-04, eta: 7:03:17, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.7382, loss: 1.7382, grad_norm: 4.9395 2021-01-30 23:27:08,013 - mmaction - INFO - Epoch [87][720/3757] lr: 1.000e-04, eta: 7:03:06, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8117, loss_cls: 1.6503, loss: 1.6503, grad_norm: 4.6736 2021-01-30 23:27:13,327 - mmaction - INFO - Epoch [87][740/3757] lr: 1.000e-04, eta: 7:02:56, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8320, loss_cls: 1.6187, loss: 1.6187, grad_norm: 4.8360 2021-01-30 23:27:18,425 - mmaction - INFO - Epoch [87][760/3757] lr: 1.000e-04, eta: 7:02:45, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8102, loss_cls: 1.6895, loss: 1.6895, grad_norm: 4.9037 2021-01-30 23:27:23,790 - mmaction - INFO - Epoch [87][780/3757] lr: 1.000e-04, eta: 7:02:35, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6352, top5_acc: 0.8313, loss_cls: 1.5346, loss: 1.5346, grad_norm: 4.5899 2021-01-30 23:27:29,007 - mmaction - INFO - Epoch [87][800/3757] lr: 1.000e-04, eta: 7:02:24, time: 0.263, data_time: 0.004, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8148, loss_cls: 1.6735, loss: 1.6735, grad_norm: 4.9676 2021-01-30 23:27:34,398 - mmaction - INFO - Epoch [87][820/3757] lr: 1.000e-04, eta: 7:02:14, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8133, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.9759 2021-01-30 23:27:40,152 - mmaction - INFO - Epoch [87][840/3757] lr: 1.000e-04, eta: 7:02:03, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8250, loss_cls: 1.5999, loss: 1.5999, grad_norm: 4.8079 2021-01-30 23:27:45,380 - mmaction - INFO - Epoch [87][860/3757] lr: 1.000e-04, eta: 7:01:53, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8219, loss_cls: 1.6439, loss: 1.6439, grad_norm: 4.9027 2021-01-30 23:27:50,537 - mmaction - INFO - Epoch [87][880/3757] lr: 1.000e-04, eta: 7:01:42, time: 0.258, data_time: 0.005, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8133, loss_cls: 1.6517, loss: 1.6517, grad_norm: 4.7717 2021-01-30 23:27:56,649 - mmaction - INFO - Epoch [87][900/3757] lr: 1.000e-04, eta: 7:01:32, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8195, loss_cls: 1.5977, loss: 1.5977, grad_norm: 4.7801 2021-01-30 23:28:01,980 - mmaction - INFO - Epoch [87][920/3757] lr: 1.000e-04, eta: 7:01:22, time: 0.267, data_time: 0.005, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8266, loss_cls: 1.6302, loss: 1.6302, grad_norm: 4.7881 2021-01-30 23:28:07,883 - mmaction - INFO - Epoch [87][940/3757] lr: 1.000e-04, eta: 7:01:11, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8227, loss_cls: 1.6598, loss: 1.6598, grad_norm: 4.8277 2021-01-30 23:28:13,264 - mmaction - INFO - Epoch [87][960/3757] lr: 1.000e-04, eta: 7:01:01, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8227, loss_cls: 1.6300, loss: 1.6300, grad_norm: 4.8017 2021-01-30 23:28:19,198 - mmaction - INFO - Epoch [87][980/3757] lr: 1.000e-04, eta: 7:00:50, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8320, loss_cls: 1.6045, loss: 1.6045, grad_norm: 4.9387 2021-01-30 23:28:24,588 - mmaction - INFO - Epoch [87][1000/3757] lr: 1.000e-04, eta: 7:00:40, time: 0.270, data_time: 0.004, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8313, loss_cls: 1.5722, loss: 1.5722, grad_norm: 4.8539 2021-01-30 23:28:29,874 - mmaction - INFO - Epoch [87][1020/3757] lr: 1.000e-04, eta: 7:00:29, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8164, loss_cls: 1.6094, loss: 1.6094, grad_norm: 4.7428 2021-01-30 23:28:35,154 - mmaction - INFO - Epoch [87][1040/3757] lr: 1.000e-04, eta: 7:00:19, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8320, loss_cls: 1.5815, loss: 1.5815, grad_norm: 4.6748 2021-01-30 23:28:40,708 - mmaction - INFO - Epoch [87][1060/3757] lr: 1.000e-04, eta: 7:00:08, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8203, loss_cls: 1.6001, loss: 1.6001, grad_norm: 4.6809 2021-01-30 23:28:46,205 - mmaction - INFO - Epoch [87][1080/3757] lr: 1.000e-04, eta: 6:59:58, time: 0.275, data_time: 0.004, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8242, loss_cls: 1.6150, loss: 1.6150, grad_norm: 4.7896 2021-01-30 23:28:51,369 - mmaction - INFO - Epoch [87][1100/3757] lr: 1.000e-04, eta: 6:59:47, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.6530, loss: 1.6530, grad_norm: 4.8904 2021-01-30 23:28:57,750 - mmaction - INFO - Epoch [87][1120/3757] lr: 1.000e-04, eta: 6:59:37, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8031, loss_cls: 1.7035, loss: 1.7035, grad_norm: 4.8328 2021-01-30 23:29:03,436 - mmaction - INFO - Epoch [87][1140/3757] lr: 1.000e-04, eta: 6:59:27, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8172, loss_cls: 1.6097, loss: 1.6097, grad_norm: 4.7260 2021-01-30 23:29:08,883 - mmaction - INFO - Epoch [87][1160/3757] lr: 1.000e-04, eta: 6:59:16, time: 0.272, data_time: 0.005, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8039, loss_cls: 1.7000, loss: 1.7000, grad_norm: 4.8006 2021-01-30 23:29:14,654 - mmaction - INFO - Epoch [87][1180/3757] lr: 1.000e-04, eta: 6:59:06, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4636, loss: 1.4636, grad_norm: 4.5516 2021-01-30 23:29:20,683 - mmaction - INFO - Epoch [87][1200/3757] lr: 1.000e-04, eta: 6:58:55, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6172, loss: 1.6172, grad_norm: 4.8590 2021-01-30 23:29:26,678 - mmaction - INFO - Epoch [87][1220/3757] lr: 1.000e-04, eta: 6:58:45, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8063, loss_cls: 1.6451, loss: 1.6451, grad_norm: 4.8473 2021-01-30 23:29:32,100 - mmaction - INFO - Epoch [87][1240/3757] lr: 1.000e-04, eta: 6:58:35, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.9646 2021-01-30 23:29:37,861 - mmaction - INFO - Epoch [87][1260/3757] lr: 1.000e-04, eta: 6:58:24, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6630, loss: 1.6630, grad_norm: 4.9013 2021-01-30 23:29:44,077 - mmaction - INFO - Epoch [87][1280/3757] lr: 1.000e-04, eta: 6:58:14, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8297, loss_cls: 1.6041, loss: 1.6041, grad_norm: 4.7455 2021-01-30 23:29:49,463 - mmaction - INFO - Epoch [87][1300/3757] lr: 1.000e-04, eta: 6:58:03, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8125, loss_cls: 1.5912, loss: 1.5912, grad_norm: 4.7759 2021-01-30 23:29:54,944 - mmaction - INFO - Epoch [87][1320/3757] lr: 1.000e-04, eta: 6:57:53, time: 0.274, data_time: 0.005, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8148, loss_cls: 1.6647, loss: 1.6647, grad_norm: 4.8570 2021-01-30 23:30:00,429 - mmaction - INFO - Epoch [87][1340/3757] lr: 1.000e-04, eta: 6:57:42, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8258, loss_cls: 1.6232, loss: 1.6232, grad_norm: 4.7701 2021-01-30 23:30:06,943 - mmaction - INFO - Epoch [87][1360/3757] lr: 1.000e-04, eta: 6:57:32, time: 0.326, data_time: 0.004, memory: 3385, top1_acc: 0.6406, top5_acc: 0.8273, loss_cls: 1.5363, loss: 1.5363, grad_norm: 4.6767 2021-01-30 23:30:12,203 - mmaction - INFO - Epoch [87][1380/3757] lr: 1.000e-04, eta: 6:57:22, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8094, loss_cls: 1.6751, loss: 1.6751, grad_norm: 4.7969 2021-01-30 23:30:18,111 - mmaction - INFO - Epoch [87][1400/3757] lr: 1.000e-04, eta: 6:57:11, time: 0.296, data_time: 0.005, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.5825, loss: 1.5825, grad_norm: 4.6996 2021-01-30 23:30:23,670 - mmaction - INFO - Epoch [87][1420/3757] lr: 1.000e-04, eta: 6:57:01, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6727, loss: 1.6727, grad_norm: 4.8525 2021-01-30 23:30:29,796 - mmaction - INFO - Epoch [87][1440/3757] lr: 1.000e-04, eta: 6:56:50, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6695, loss: 1.6695, grad_norm: 4.9108 2021-01-30 23:30:35,283 - mmaction - INFO - Epoch [87][1460/3757] lr: 1.000e-04, eta: 6:56:40, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7305, loss: 1.7305, grad_norm: 4.9646 2021-01-30 23:30:41,316 - mmaction - INFO - Epoch [87][1480/3757] lr: 1.000e-04, eta: 6:56:30, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.8190, loss: 1.8190, grad_norm: 4.9897 2021-01-30 23:30:47,146 - mmaction - INFO - Epoch [87][1500/3757] lr: 1.000e-04, eta: 6:56:19, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8336, loss_cls: 1.6209, loss: 1.6209, grad_norm: 4.8182 2021-01-30 23:30:52,879 - mmaction - INFO - Epoch [87][1520/3757] lr: 1.000e-04, eta: 6:56:09, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8070, loss_cls: 1.6823, loss: 1.6823, grad_norm: 4.8316 2021-01-30 23:30:58,011 - mmaction - INFO - Epoch [87][1540/3757] lr: 1.000e-04, eta: 6:55:58, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8453, loss_cls: 1.5519, loss: 1.5519, grad_norm: 4.7672 2021-01-30 23:31:04,069 - mmaction - INFO - Epoch [87][1560/3757] lr: 1.000e-04, eta: 6:55:48, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8320, loss_cls: 1.5705, loss: 1.5705, grad_norm: 4.7851 2021-01-30 23:31:10,595 - mmaction - INFO - Epoch [87][1580/3757] lr: 1.000e-04, eta: 6:55:38, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8266, loss_cls: 1.5636, loss: 1.5636, grad_norm: 4.7374 2021-01-30 23:31:16,371 - mmaction - INFO - Epoch [87][1600/3757] lr: 1.000e-04, eta: 6:55:27, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8391, loss_cls: 1.5745, loss: 1.5745, grad_norm: 4.7469 2021-01-30 23:31:21,837 - mmaction - INFO - Epoch [87][1620/3757] lr: 1.000e-04, eta: 6:55:17, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8281, loss_cls: 1.5890, loss: 1.5890, grad_norm: 4.7975 2021-01-30 23:31:27,975 - mmaction - INFO - Epoch [87][1640/3757] lr: 1.000e-04, eta: 6:55:06, time: 0.307, data_time: 0.000, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5520, loss: 1.5520, grad_norm: 4.7519 2021-01-30 23:31:33,269 - mmaction - INFO - Epoch [87][1660/3757] lr: 1.000e-04, eta: 6:54:56, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8023, loss_cls: 1.7056, loss: 1.7056, grad_norm: 4.8221 2021-01-30 23:31:39,217 - mmaction - INFO - Epoch [87][1680/3757] lr: 1.000e-04, eta: 6:54:46, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8234, loss_cls: 1.6279, loss: 1.6279, grad_norm: 4.7115 2021-01-30 23:31:44,853 - mmaction - INFO - Epoch [87][1700/3757] lr: 1.000e-04, eta: 6:54:35, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8102, loss_cls: 1.7105, loss: 1.7105, grad_norm: 4.8781 2021-01-30 23:31:51,235 - mmaction - INFO - Epoch [87][1720/3757] lr: 1.000e-04, eta: 6:54:25, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.5609, loss: 1.5609, grad_norm: 4.7392 2021-01-30 23:31:57,129 - mmaction - INFO - Epoch [87][1740/3757] lr: 1.000e-04, eta: 6:54:14, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8234, loss_cls: 1.6077, loss: 1.6077, grad_norm: 4.6576 2021-01-30 23:32:02,963 - mmaction - INFO - Epoch [87][1760/3757] lr: 1.000e-04, eta: 6:54:04, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8297, loss_cls: 1.5903, loss: 1.5903, grad_norm: 4.7733 2021-01-30 23:32:09,441 - mmaction - INFO - Epoch [87][1780/3757] lr: 1.000e-04, eta: 6:53:54, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5137, loss: 1.5137, grad_norm: 4.6234 2021-01-30 23:32:15,012 - mmaction - INFO - Epoch [87][1800/3757] lr: 1.000e-04, eta: 6:53:43, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8172, loss_cls: 1.6387, loss: 1.6387, grad_norm: 4.8520 2021-01-30 23:32:20,564 - mmaction - INFO - Epoch [87][1820/3757] lr: 1.000e-04, eta: 6:53:33, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8414, loss_cls: 1.5967, loss: 1.5967, grad_norm: 4.7451 2021-01-30 23:32:26,253 - mmaction - INFO - Epoch [87][1840/3757] lr: 1.000e-04, eta: 6:53:22, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.6706, loss: 1.6706, grad_norm: 4.8662 2021-01-30 23:32:32,417 - mmaction - INFO - Epoch [87][1860/3757] lr: 1.000e-04, eta: 6:53:12, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8055, loss_cls: 1.6829, loss: 1.6829, grad_norm: 4.8576 2021-01-30 23:32:37,813 - mmaction - INFO - Epoch [87][1880/3757] lr: 1.000e-04, eta: 6:53:02, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8297, loss_cls: 1.5873, loss: 1.5873, grad_norm: 4.9850 2021-01-30 23:32:42,940 - mmaction - INFO - Epoch [87][1900/3757] lr: 1.000e-04, eta: 6:52:51, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6428, loss: 1.6428, grad_norm: 4.8333 2021-01-30 23:32:49,358 - mmaction - INFO - Epoch [87][1920/3757] lr: 1.000e-04, eta: 6:52:41, time: 0.321, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8203, loss_cls: 1.5949, loss: 1.5949, grad_norm: 4.7401 2021-01-30 23:32:55,604 - mmaction - INFO - Epoch [87][1940/3757] lr: 1.000e-04, eta: 6:52:31, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.6079, loss: 1.6079, grad_norm: 4.7243 2021-01-30 23:33:01,352 - mmaction - INFO - Epoch [87][1960/3757] lr: 1.000e-04, eta: 6:52:20, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8305, loss_cls: 1.5908, loss: 1.5908, grad_norm: 4.7788 2021-01-30 23:33:06,840 - mmaction - INFO - Epoch [87][1980/3757] lr: 1.000e-04, eta: 6:52:10, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8187, loss_cls: 1.6505, loss: 1.6505, grad_norm: 4.7671 2021-01-30 23:33:12,730 - mmaction - INFO - Epoch [87][2000/3757] lr: 1.000e-04, eta: 6:51:59, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8344, loss_cls: 1.5575, loss: 1.5575, grad_norm: 4.7382 2021-01-30 23:33:18,752 - mmaction - INFO - Epoch [87][2020/3757] lr: 1.000e-04, eta: 6:51:49, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7922, loss_cls: 1.7500, loss: 1.7500, grad_norm: 4.8579 2021-01-30 23:33:24,337 - mmaction - INFO - Epoch [87][2040/3757] lr: 1.000e-04, eta: 6:51:39, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6375, top5_acc: 0.8570, loss_cls: 1.4812, loss: 1.4812, grad_norm: 4.6734 2021-01-30 23:33:30,290 - mmaction - INFO - Epoch [87][2060/3757] lr: 1.000e-04, eta: 6:51:28, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.6438, loss: 1.6438, grad_norm: 4.7671 2021-01-30 23:33:35,868 - mmaction - INFO - Epoch [87][2080/3757] lr: 1.000e-04, eta: 6:51:18, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.6664, loss: 1.6664, grad_norm: 4.8701 2021-01-30 23:33:41,704 - mmaction - INFO - Epoch [87][2100/3757] lr: 1.000e-04, eta: 6:51:07, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8211, loss_cls: 1.5736, loss: 1.5736, grad_norm: 4.7497 2021-01-30 23:33:47,242 - mmaction - INFO - Epoch [87][2120/3757] lr: 1.000e-04, eta: 6:50:57, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.6189, loss: 1.6189, grad_norm: 4.8713 2021-01-30 23:33:53,385 - mmaction - INFO - Epoch [87][2140/3757] lr: 1.000e-04, eta: 6:50:47, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.7157, loss: 1.7157, grad_norm: 4.8603 2021-01-30 23:33:59,637 - mmaction - INFO - Epoch [87][2160/3757] lr: 1.000e-04, eta: 6:50:36, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.6009, loss: 1.6009, grad_norm: 4.7124 2021-01-30 23:34:05,921 - mmaction - INFO - Epoch [87][2180/3757] lr: 1.000e-04, eta: 6:50:26, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.6398, loss: 1.6398, grad_norm: 4.6483 2021-01-30 23:34:11,182 - mmaction - INFO - Epoch [87][2200/3757] lr: 1.000e-04, eta: 6:50:16, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.7183, loss: 1.7183, grad_norm: 5.0094 2021-01-30 23:34:17,074 - mmaction - INFO - Epoch [87][2220/3757] lr: 1.000e-04, eta: 6:50:05, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8305, loss_cls: 1.6002, loss: 1.6002, grad_norm: 4.6706 2021-01-30 23:34:22,771 - mmaction - INFO - Epoch [87][2240/3757] lr: 1.000e-04, eta: 6:49:55, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7969, loss_cls: 1.8237, loss: 1.8237, grad_norm: 5.0532 2021-01-30 23:34:28,442 - mmaction - INFO - Epoch [87][2260/3757] lr: 1.000e-04, eta: 6:49:44, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8008, loss_cls: 1.7629, loss: 1.7629, grad_norm: 4.8633 2021-01-30 23:34:34,565 - mmaction - INFO - Epoch [87][2280/3757] lr: 1.000e-04, eta: 6:49:34, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8148, loss_cls: 1.6214, loss: 1.6214, grad_norm: 4.7467 2021-01-30 23:34:40,420 - mmaction - INFO - Epoch [87][2300/3757] lr: 1.000e-04, eta: 6:49:24, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8148, loss_cls: 1.6826, loss: 1.6826, grad_norm: 4.9304 2021-01-30 23:34:46,335 - mmaction - INFO - Epoch [87][2320/3757] lr: 1.000e-04, eta: 6:49:13, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.6829, loss: 1.6829, grad_norm: 4.8248 2021-01-30 23:34:52,322 - mmaction - INFO - Epoch [87][2340/3757] lr: 1.000e-04, eta: 6:49:03, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8281, loss_cls: 1.5812, loss: 1.5812, grad_norm: 4.7908 2021-01-30 23:34:57,851 - mmaction - INFO - Epoch [87][2360/3757] lr: 1.000e-04, eta: 6:48:53, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6788, loss: 1.6788, grad_norm: 4.8832 2021-01-30 23:35:04,189 - mmaction - INFO - Epoch [87][2380/3757] lr: 1.000e-04, eta: 6:48:42, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.5192, loss: 1.5192, grad_norm: 4.6181 2021-01-30 23:35:09,860 - mmaction - INFO - Epoch [87][2400/3757] lr: 1.000e-04, eta: 6:48:32, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5825, loss: 1.5825, grad_norm: 4.7114 2021-01-30 23:35:16,093 - mmaction - INFO - Epoch [87][2420/3757] lr: 1.000e-04, eta: 6:48:22, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8156, loss_cls: 1.7022, loss: 1.7022, grad_norm: 5.0421 2021-01-30 23:35:21,551 - mmaction - INFO - Epoch [87][2440/3757] lr: 1.000e-04, eta: 6:48:11, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8195, loss_cls: 1.6942, loss: 1.6942, grad_norm: 4.8985 2021-01-30 23:35:27,037 - mmaction - INFO - Epoch [87][2460/3757] lr: 1.000e-04, eta: 6:48:01, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.7216, loss: 1.7216, grad_norm: 4.8921 2021-01-30 23:35:33,345 - mmaction - INFO - Epoch [87][2480/3757] lr: 1.000e-04, eta: 6:47:50, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.6220, loss: 1.6220, grad_norm: 4.7475 2021-01-30 23:35:38,743 - mmaction - INFO - Epoch [87][2500/3757] lr: 1.000e-04, eta: 6:47:40, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8289, loss_cls: 1.6014, loss: 1.6014, grad_norm: 4.6762 2021-01-30 23:35:44,994 - mmaction - INFO - Epoch [87][2520/3757] lr: 1.000e-04, eta: 6:47:30, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8125, loss_cls: 1.6363, loss: 1.6363, grad_norm: 4.7335 2021-01-30 23:35:51,136 - mmaction - INFO - Epoch [87][2540/3757] lr: 1.000e-04, eta: 6:47:19, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8125, loss_cls: 1.6511, loss: 1.6511, grad_norm: 4.9586 2021-01-30 23:35:56,530 - mmaction - INFO - Epoch [87][2560/3757] lr: 1.000e-04, eta: 6:47:09, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6287, loss: 1.6287, grad_norm: 4.7469 2021-01-30 23:36:02,311 - mmaction - INFO - Epoch [87][2580/3757] lr: 1.000e-04, eta: 6:46:59, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8063, loss_cls: 1.7055, loss: 1.7055, grad_norm: 4.8773 2021-01-30 23:36:08,117 - mmaction - INFO - Epoch [87][2600/3757] lr: 1.000e-04, eta: 6:46:48, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8336, loss_cls: 1.5747, loss: 1.5747, grad_norm: 4.7114 2021-01-30 23:36:13,220 - mmaction - INFO - Epoch [87][2620/3757] lr: 1.000e-04, eta: 6:46:38, time: 0.255, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6264, loss: 1.6264, grad_norm: 4.7439 2021-01-30 23:36:19,257 - mmaction - INFO - Epoch [87][2640/3757] lr: 1.000e-04, eta: 6:46:27, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8016, loss_cls: 1.6448, loss: 1.6448, grad_norm: 4.8507 2021-01-30 23:36:25,028 - mmaction - INFO - Epoch [87][2660/3757] lr: 1.000e-04, eta: 6:46:17, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8289, loss_cls: 1.5621, loss: 1.5621, grad_norm: 4.6216 2021-01-30 23:36:30,964 - mmaction - INFO - Epoch [87][2680/3757] lr: 1.000e-04, eta: 6:46:07, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.6746, loss: 1.6746, grad_norm: 4.7515 2021-01-30 23:36:36,665 - mmaction - INFO - Epoch [87][2700/3757] lr: 1.000e-04, eta: 6:45:56, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.7005, loss: 1.7005, grad_norm: 4.9113 2021-01-30 23:36:42,513 - mmaction - INFO - Epoch [87][2720/3757] lr: 1.000e-04, eta: 6:45:46, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8180, loss_cls: 1.6338, loss: 1.6338, grad_norm: 4.7790 2021-01-30 23:36:48,415 - mmaction - INFO - Epoch [87][2740/3757] lr: 1.000e-04, eta: 6:45:35, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8352, loss_cls: 1.5567, loss: 1.5567, grad_norm: 4.7145 2021-01-30 23:36:53,698 - mmaction - INFO - Epoch [87][2760/3757] lr: 1.000e-04, eta: 6:45:25, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8273, loss_cls: 1.6387, loss: 1.6387, grad_norm: 4.9025 2021-01-30 23:36:59,837 - mmaction - INFO - Epoch [87][2780/3757] lr: 1.000e-04, eta: 6:45:15, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7376, loss: 1.7376, grad_norm: 4.9113 2021-01-30 23:37:05,572 - mmaction - INFO - Epoch [87][2800/3757] lr: 1.000e-04, eta: 6:45:04, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8266, loss_cls: 1.5855, loss: 1.5855, grad_norm: 4.6378 2021-01-30 23:37:11,237 - mmaction - INFO - Epoch [87][2820/3757] lr: 1.000e-04, eta: 6:44:54, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.6777, loss: 1.6777, grad_norm: 4.8665 2021-01-30 23:37:16,744 - mmaction - INFO - Epoch [87][2840/3757] lr: 1.000e-04, eta: 6:44:44, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.7961, loss_cls: 1.7190, loss: 1.7190, grad_norm: 4.8899 2021-01-30 23:37:22,908 - mmaction - INFO - Epoch [87][2860/3757] lr: 1.000e-04, eta: 6:44:33, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8242, loss_cls: 1.6003, loss: 1.6003, grad_norm: 4.9154 2021-01-30 23:37:28,683 - mmaction - INFO - Epoch [87][2880/3757] lr: 1.000e-04, eta: 6:44:23, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.6529, loss: 1.6529, grad_norm: 4.8094 2021-01-30 23:37:34,800 - mmaction - INFO - Epoch [87][2900/3757] lr: 1.000e-04, eta: 6:44:13, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7992, loss_cls: 1.6907, loss: 1.6907, grad_norm: 4.7420 2021-01-30 23:37:40,757 - mmaction - INFO - Epoch [87][2920/3757] lr: 1.000e-04, eta: 6:44:02, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8352, loss_cls: 1.5768, loss: 1.5768, grad_norm: 4.7063 2021-01-30 23:37:46,675 - mmaction - INFO - Epoch [87][2940/3757] lr: 1.000e-04, eta: 6:43:52, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8289, loss_cls: 1.5682, loss: 1.5682, grad_norm: 4.8022 2021-01-30 23:37:52,868 - mmaction - INFO - Epoch [87][2960/3757] lr: 1.000e-04, eta: 6:43:42, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5166, loss: 1.5166, grad_norm: 4.5366 2021-01-30 23:37:58,286 - mmaction - INFO - Epoch [87][2980/3757] lr: 1.000e-04, eta: 6:43:31, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8039, loss_cls: 1.7260, loss: 1.7260, grad_norm: 4.8791 2021-01-30 23:38:04,713 - mmaction - INFO - Epoch [87][3000/3757] lr: 1.000e-04, eta: 6:43:21, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.6139, loss: 1.6139, grad_norm: 4.8334 2021-01-30 23:38:10,208 - mmaction - INFO - Epoch [87][3020/3757] lr: 1.000e-04, eta: 6:43:10, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8141, loss_cls: 1.6103, loss: 1.6103, grad_norm: 4.7865 2021-01-30 23:38:15,935 - mmaction - INFO - Epoch [87][3040/3757] lr: 1.000e-04, eta: 6:43:00, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6793, loss: 1.6793, grad_norm: 4.8285 2021-01-30 23:38:22,285 - mmaction - INFO - Epoch [87][3060/3757] lr: 1.000e-04, eta: 6:42:50, time: 0.318, data_time: 0.004, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8172, loss_cls: 1.6695, loss: 1.6695, grad_norm: 4.8526 2021-01-30 23:38:28,019 - mmaction - INFO - Epoch [87][3080/3757] lr: 1.000e-04, eta: 6:42:39, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6828, loss: 1.6828, grad_norm: 4.8011 2021-01-30 23:38:34,371 - mmaction - INFO - Epoch [87][3100/3757] lr: 1.000e-04, eta: 6:42:29, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8289, loss_cls: 1.5589, loss: 1.5589, grad_norm: 4.7208 2021-01-30 23:38:39,800 - mmaction - INFO - Epoch [87][3120/3757] lr: 1.000e-04, eta: 6:42:19, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8219, loss_cls: 1.5880, loss: 1.5880, grad_norm: 4.7012 2021-01-30 23:38:46,374 - mmaction - INFO - Epoch [87][3140/3757] lr: 1.000e-04, eta: 6:42:09, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8305, loss_cls: 1.6293, loss: 1.6293, grad_norm: 4.8741 2021-01-30 23:38:51,922 - mmaction - INFO - Epoch [87][3160/3757] lr: 1.000e-04, eta: 6:41:58, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8250, loss_cls: 1.5841, loss: 1.5841, grad_norm: 4.7484 2021-01-30 23:38:57,454 - mmaction - INFO - Epoch [87][3180/3757] lr: 1.000e-04, eta: 6:41:48, time: 0.277, data_time: 0.005, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8203, loss_cls: 1.6727, loss: 1.6727, grad_norm: 4.8896 2021-01-30 23:39:03,161 - mmaction - INFO - Epoch [87][3200/3757] lr: 1.000e-04, eta: 6:41:37, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8156, loss_cls: 1.6225, loss: 1.6225, grad_norm: 4.7775 2021-01-30 23:39:08,970 - mmaction - INFO - Epoch [87][3220/3757] lr: 1.000e-04, eta: 6:41:27, time: 0.290, data_time: 0.005, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8039, loss_cls: 1.7183, loss: 1.7183, grad_norm: 4.8826 2021-01-30 23:39:14,927 - mmaction - INFO - Epoch [87][3240/3757] lr: 1.000e-04, eta: 6:41:17, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8289, loss_cls: 1.5440, loss: 1.5440, grad_norm: 4.7232 2021-01-30 23:39:20,897 - mmaction - INFO - Epoch [87][3260/3757] lr: 1.000e-04, eta: 6:41:06, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8336, loss_cls: 1.5568, loss: 1.5568, grad_norm: 4.7237 2021-01-30 23:39:26,718 - mmaction - INFO - Epoch [87][3280/3757] lr: 1.000e-04, eta: 6:40:56, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8313, loss_cls: 1.5892, loss: 1.5892, grad_norm: 4.7966 2021-01-30 23:39:32,720 - mmaction - INFO - Epoch [87][3300/3757] lr: 1.000e-04, eta: 6:40:46, time: 0.300, data_time: 0.004, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6349, loss: 1.6349, grad_norm: 4.7857 2021-01-30 23:39:38,637 - mmaction - INFO - Epoch [87][3320/3757] lr: 1.000e-04, eta: 6:40:35, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8070, loss_cls: 1.6892, loss: 1.6892, grad_norm: 4.8471 2021-01-30 23:39:45,041 - mmaction - INFO - Epoch [87][3340/3757] lr: 1.000e-04, eta: 6:40:25, time: 0.321, data_time: 0.003, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7969, loss_cls: 1.7360, loss: 1.7360, grad_norm: 4.9477 2021-01-30 23:39:50,867 - mmaction - INFO - Epoch [87][3360/3757] lr: 1.000e-04, eta: 6:40:15, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8320, loss_cls: 1.5635, loss: 1.5635, grad_norm: 4.7237 2021-01-30 23:39:57,067 - mmaction - INFO - Epoch [87][3380/3757] lr: 1.000e-04, eta: 6:40:04, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8375, loss_cls: 1.5653, loss: 1.5653, grad_norm: 4.6872 2021-01-30 23:40:03,079 - mmaction - INFO - Epoch [87][3400/3757] lr: 1.000e-04, eta: 6:39:54, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8406, loss_cls: 1.5201, loss: 1.5201, grad_norm: 4.7765 2021-01-30 23:40:08,415 - mmaction - INFO - Epoch [87][3420/3757] lr: 1.000e-04, eta: 6:39:44, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8180, loss_cls: 1.6820, loss: 1.6820, grad_norm: 4.8534 2021-01-30 23:40:14,643 - mmaction - INFO - Epoch [87][3440/3757] lr: 1.000e-04, eta: 6:39:33, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8203, loss_cls: 1.6053, loss: 1.6053, grad_norm: 4.8382 2021-01-30 23:40:20,721 - mmaction - INFO - Epoch [87][3460/3757] lr: 1.000e-04, eta: 6:39:23, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8141, loss_cls: 1.6393, loss: 1.6393, grad_norm: 4.8507 2021-01-30 23:40:26,701 - mmaction - INFO - Epoch [87][3480/3757] lr: 1.000e-04, eta: 6:39:13, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8281, loss_cls: 1.6240, loss: 1.6240, grad_norm: 4.8558 2021-01-30 23:40:33,119 - mmaction - INFO - Epoch [87][3500/3757] lr: 1.000e-04, eta: 6:39:03, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8328, loss_cls: 1.5642, loss: 1.5642, grad_norm: 4.7315 2021-01-30 23:40:38,906 - mmaction - INFO - Epoch [87][3520/3757] lr: 1.000e-04, eta: 6:38:52, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8070, loss_cls: 1.6848, loss: 1.6848, grad_norm: 4.8098 2021-01-30 23:40:44,498 - mmaction - INFO - Epoch [87][3540/3757] lr: 1.000e-04, eta: 6:38:42, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8078, loss_cls: 1.6558, loss: 1.6558, grad_norm: 4.7474 2021-01-30 23:40:50,772 - mmaction - INFO - Epoch [87][3560/3757] lr: 1.000e-04, eta: 6:38:32, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8023, loss_cls: 1.6535, loss: 1.6535, grad_norm: 4.6938 2021-01-30 23:40:55,830 - mmaction - INFO - Epoch [87][3580/3757] lr: 1.000e-04, eta: 6:38:21, time: 0.253, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.5705, loss: 1.5705, grad_norm: 4.6857 2021-01-30 23:41:01,568 - mmaction - INFO - Epoch [87][3600/3757] lr: 1.000e-04, eta: 6:38:11, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7953, loss_cls: 1.7257, loss: 1.7257, grad_norm: 4.9376 2021-01-30 23:41:07,478 - mmaction - INFO - Epoch [87][3620/3757] lr: 1.000e-04, eta: 6:38:00, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.6844, loss: 1.6844, grad_norm: 4.8714 2021-01-30 23:41:13,086 - mmaction - INFO - Epoch [87][3640/3757] lr: 1.000e-04, eta: 6:37:50, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8531, loss_cls: 1.4939, loss: 1.4939, grad_norm: 4.7188 2021-01-30 23:41:18,700 - mmaction - INFO - Epoch [87][3660/3757] lr: 1.000e-04, eta: 6:37:40, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8297, loss_cls: 1.6102, loss: 1.6102, grad_norm: 4.8791 2021-01-30 23:41:24,089 - mmaction - INFO - Epoch [87][3680/3757] lr: 1.000e-04, eta: 6:37:29, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6477, top5_acc: 0.8211, loss_cls: 1.5368, loss: 1.5368, grad_norm: 4.5747 2021-01-30 23:41:30,729 - mmaction - INFO - Epoch [87][3700/3757] lr: 1.000e-04, eta: 6:37:19, time: 0.332, data_time: 0.003, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6612, loss: 1.6612, grad_norm: 4.7602 2021-01-30 23:41:36,658 - mmaction - INFO - Epoch [87][3720/3757] lr: 1.000e-04, eta: 6:37:09, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.7234, loss: 1.7234, grad_norm: 5.1138 2021-01-30 23:41:42,282 - mmaction - INFO - Epoch [87][3740/3757] lr: 1.000e-04, eta: 6:36:58, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7130, loss: 1.7130, grad_norm: 4.8564 2021-01-30 23:42:01,523 - mmaction - INFO - Saving checkpoint at 87 epochs 2021-01-30 23:52:52,887 - mmaction - INFO - Epoch [88][20/3757] lr: 1.000e-04, eta: 6:38:15, time: 32.546, data_time: 32.156, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8258, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.9249 2021-01-30 23:52:57,039 - mmaction - INFO - Epoch [88][40/3757] lr: 1.000e-04, eta: 6:38:04, time: 0.212, data_time: 0.006, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.5944, loss: 1.5944, grad_norm: 4.7439 2021-01-30 23:53:01,134 - mmaction - INFO - Epoch [88][60/3757] lr: 1.000e-04, eta: 6:37:54, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8313, loss_cls: 1.6206, loss: 1.6206, grad_norm: 4.8046 2021-01-30 23:53:05,387 - mmaction - INFO - Epoch [88][80/3757] lr: 1.000e-04, eta: 6:37:43, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8164, loss_cls: 1.6240, loss: 1.6240, grad_norm: 4.7541 2021-01-30 23:53:09,524 - mmaction - INFO - Epoch [88][100/3757] lr: 1.000e-04, eta: 6:37:32, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8328, loss_cls: 1.6168, loss: 1.6168, grad_norm: 4.8508 2021-01-30 23:53:13,681 - mmaction - INFO - Epoch [88][120/3757] lr: 1.000e-04, eta: 6:37:22, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8352, loss_cls: 1.5711, loss: 1.5711, grad_norm: 4.7956 2021-01-30 23:53:17,929 - mmaction - INFO - Epoch [88][140/3757] lr: 1.000e-04, eta: 6:37:11, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8055, loss_cls: 1.6882, loss: 1.6882, grad_norm: 4.8365 2021-01-30 23:53:22,094 - mmaction - INFO - Epoch [88][160/3757] lr: 1.000e-04, eta: 6:37:00, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8187, loss_cls: 1.6457, loss: 1.6457, grad_norm: 4.7548 2021-01-30 23:53:26,422 - mmaction - INFO - Epoch [88][180/3757] lr: 1.000e-04, eta: 6:36:50, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8266, loss_cls: 1.6002, loss: 1.6002, grad_norm: 4.7995 2021-01-30 23:53:30,634 - mmaction - INFO - Epoch [88][200/3757] lr: 1.000e-04, eta: 6:36:39, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7984, loss_cls: 1.7347, loss: 1.7347, grad_norm: 5.0530 2021-01-30 23:53:34,941 - mmaction - INFO - Epoch [88][220/3757] lr: 1.000e-04, eta: 6:36:29, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6620, loss: 1.6620, grad_norm: 4.8486 2021-01-30 23:53:39,128 - mmaction - INFO - Epoch [88][240/3757] lr: 1.000e-04, eta: 6:36:18, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8336, loss_cls: 1.5658, loss: 1.5658, grad_norm: 4.7403 2021-01-30 23:53:43,318 - mmaction - INFO - Epoch [88][260/3757] lr: 1.000e-04, eta: 6:36:07, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8195, loss_cls: 1.6252, loss: 1.6252, grad_norm: 4.8374 2021-01-30 23:53:47,655 - mmaction - INFO - Epoch [88][280/3757] lr: 1.000e-04, eta: 6:35:57, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8422, loss_cls: 1.5533, loss: 1.5533, grad_norm: 4.8184 2021-01-30 23:53:51,901 - mmaction - INFO - Epoch [88][300/3757] lr: 1.000e-04, eta: 6:35:46, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8156, loss_cls: 1.6316, loss: 1.6316, grad_norm: 4.8379 2021-01-30 23:53:56,201 - mmaction - INFO - Epoch [88][320/3757] lr: 1.000e-04, eta: 6:35:36, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8313, loss_cls: 1.5755, loss: 1.5755, grad_norm: 4.8086 2021-01-30 23:54:00,366 - mmaction - INFO - Epoch [88][340/3757] lr: 1.000e-04, eta: 6:35:25, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.6893, loss: 1.6893, grad_norm: 4.9236 2021-01-30 23:54:04,625 - mmaction - INFO - Epoch [88][360/3757] lr: 1.000e-04, eta: 6:35:14, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8219, loss_cls: 1.6204, loss: 1.6204, grad_norm: 4.8174 2021-01-30 23:54:09,024 - mmaction - INFO - Epoch [88][380/3757] lr: 1.000e-04, eta: 6:35:04, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7984, loss_cls: 1.6728, loss: 1.6728, grad_norm: 4.7929 2021-01-30 23:54:13,311 - mmaction - INFO - Epoch [88][400/3757] lr: 1.000e-04, eta: 6:34:53, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8375, loss_cls: 1.5706, loss: 1.5706, grad_norm: 4.8387 2021-01-30 23:54:17,755 - mmaction - INFO - Epoch [88][420/3757] lr: 1.000e-04, eta: 6:34:43, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8227, loss_cls: 1.6527, loss: 1.6527, grad_norm: 4.8228 2021-01-30 23:54:22,175 - mmaction - INFO - Epoch [88][440/3757] lr: 1.000e-04, eta: 6:34:32, time: 0.221, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8102, loss_cls: 1.6353, loss: 1.6353, grad_norm: 4.8358 2021-01-30 23:54:27,142 - mmaction - INFO - Epoch [88][460/3757] lr: 1.000e-04, eta: 6:34:22, time: 0.248, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8187, loss_cls: 1.6182, loss: 1.6182, grad_norm: 4.8466 2021-01-30 23:54:31,599 - mmaction - INFO - Epoch [88][480/3757] lr: 1.000e-04, eta: 6:34:11, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.6617, loss: 1.6617, grad_norm: 4.8638 2021-01-30 23:54:36,170 - mmaction - INFO - Epoch [88][500/3757] lr: 1.000e-04, eta: 6:34:00, time: 0.228, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.6651, loss: 1.6651, grad_norm: 4.7768 2021-01-30 23:54:40,599 - mmaction - INFO - Epoch [88][520/3757] lr: 1.000e-04, eta: 6:33:50, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8219, loss_cls: 1.6225, loss: 1.6225, grad_norm: 4.8369 2021-01-30 23:54:45,465 - mmaction - INFO - Epoch [88][540/3757] lr: 1.000e-04, eta: 6:33:39, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8219, loss_cls: 1.6504, loss: 1.6504, grad_norm: 4.8015 2021-01-30 23:54:50,549 - mmaction - INFO - Epoch [88][560/3757] lr: 1.000e-04, eta: 6:33:29, time: 0.254, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8203, loss_cls: 1.6920, loss: 1.6920, grad_norm: 4.9374 2021-01-30 23:54:55,851 - mmaction - INFO - Epoch [88][580/3757] lr: 1.000e-04, eta: 6:33:18, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6523, loss: 1.6523, grad_norm: 4.8537 2021-01-30 23:55:01,000 - mmaction - INFO - Epoch [88][600/3757] lr: 1.000e-04, eta: 6:33:08, time: 0.257, data_time: 0.003, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8047, loss_cls: 1.6796, loss: 1.6796, grad_norm: 4.8395 2021-01-30 23:55:05,827 - mmaction - INFO - Epoch [88][620/3757] lr: 1.000e-04, eta: 6:32:58, time: 0.241, data_time: 0.002, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8289, loss_cls: 1.5443, loss: 1.5443, grad_norm: 4.6086 2021-01-30 23:55:11,371 - mmaction - INFO - Epoch [88][640/3757] lr: 1.000e-04, eta: 6:32:47, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8070, loss_cls: 1.6983, loss: 1.6983, grad_norm: 4.9151 2021-01-30 23:55:16,564 - mmaction - INFO - Epoch [88][660/3757] lr: 1.000e-04, eta: 6:32:37, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8172, loss_cls: 1.6373, loss: 1.6373, grad_norm: 4.7848 2021-01-30 23:55:22,228 - mmaction - INFO - Epoch [88][680/3757] lr: 1.000e-04, eta: 6:32:26, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8164, loss_cls: 1.6100, loss: 1.6100, grad_norm: 4.7455 2021-01-30 23:55:27,449 - mmaction - INFO - Epoch [88][700/3757] lr: 1.000e-04, eta: 6:32:16, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8242, loss_cls: 1.6497, loss: 1.6497, grad_norm: 4.8803 2021-01-30 23:55:33,274 - mmaction - INFO - Epoch [88][720/3757] lr: 1.000e-04, eta: 6:32:05, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8453, loss_cls: 1.5490, loss: 1.5490, grad_norm: 4.7851 2021-01-30 23:55:39,058 - mmaction - INFO - Epoch [88][740/3757] lr: 1.000e-04, eta: 6:31:55, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.5772, loss: 1.5772, grad_norm: 4.6865 2021-01-30 23:55:44,461 - mmaction - INFO - Epoch [88][760/3757] lr: 1.000e-04, eta: 6:31:45, time: 0.270, data_time: 0.004, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6082, loss: 1.6082, grad_norm: 4.7878 2021-01-30 23:55:49,887 - mmaction - INFO - Epoch [88][780/3757] lr: 1.000e-04, eta: 6:31:34, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8016, loss_cls: 1.6763, loss: 1.6763, grad_norm: 4.7948 2021-01-30 23:55:55,706 - mmaction - INFO - Epoch [88][800/3757] lr: 1.000e-04, eta: 6:31:24, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8273, loss_cls: 1.6225, loss: 1.6225, grad_norm: 4.8467 2021-01-30 23:56:00,994 - mmaction - INFO - Epoch [88][820/3757] lr: 1.000e-04, eta: 6:31:13, time: 0.266, data_time: 0.004, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.7105, loss: 1.7105, grad_norm: 4.8949 2021-01-30 23:56:06,511 - mmaction - INFO - Epoch [88][840/3757] lr: 1.000e-04, eta: 6:31:03, time: 0.276, data_time: 0.005, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8336, loss_cls: 1.6042, loss: 1.6042, grad_norm: 4.7821 2021-01-30 23:56:12,606 - mmaction - INFO - Epoch [88][860/3757] lr: 1.000e-04, eta: 6:30:53, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8266, loss_cls: 1.6663, loss: 1.6663, grad_norm: 4.9772 2021-01-30 23:56:18,624 - mmaction - INFO - Epoch [88][880/3757] lr: 1.000e-04, eta: 6:30:42, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5904, loss: 1.5904, grad_norm: 4.7169 2021-01-30 23:56:24,003 - mmaction - INFO - Epoch [88][900/3757] lr: 1.000e-04, eta: 6:30:32, time: 0.269, data_time: 0.004, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8000, loss_cls: 1.7354, loss: 1.7354, grad_norm: 4.8748 2021-01-30 23:56:29,288 - mmaction - INFO - Epoch [88][920/3757] lr: 1.000e-04, eta: 6:30:22, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8109, loss_cls: 1.7043, loss: 1.7043, grad_norm: 4.9108 2021-01-30 23:56:35,513 - mmaction - INFO - Epoch [88][940/3757] lr: 1.000e-04, eta: 6:30:11, time: 0.312, data_time: 0.003, memory: 3385, top1_acc: 0.6023, top5_acc: 0.7984, loss_cls: 1.7345, loss: 1.7345, grad_norm: 4.7811 2021-01-30 23:56:41,330 - mmaction - INFO - Epoch [88][960/3757] lr: 1.000e-04, eta: 6:30:01, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8266, loss_cls: 1.6262, loss: 1.6262, grad_norm: 4.8963 2021-01-30 23:56:47,131 - mmaction - INFO - Epoch [88][980/3757] lr: 1.000e-04, eta: 6:29:51, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8227, loss_cls: 1.6174, loss: 1.6174, grad_norm: 4.8459 2021-01-30 23:56:52,932 - mmaction - INFO - Epoch [88][1000/3757] lr: 1.000e-04, eta: 6:29:40, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6734, loss: 1.6734, grad_norm: 4.7752 2021-01-30 23:56:58,324 - mmaction - INFO - Epoch [88][1020/3757] lr: 1.000e-04, eta: 6:29:30, time: 0.270, data_time: 0.004, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8344, loss_cls: 1.5665, loss: 1.5665, grad_norm: 4.6701 2021-01-30 23:57:04,085 - mmaction - INFO - Epoch [88][1040/3757] lr: 1.000e-04, eta: 6:29:19, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8391, loss_cls: 1.5688, loss: 1.5688, grad_norm: 4.8606 2021-01-30 23:57:09,588 - mmaction - INFO - Epoch [88][1060/3757] lr: 1.000e-04, eta: 6:29:09, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8102, loss_cls: 1.6400, loss: 1.6400, grad_norm: 4.7665 2021-01-30 23:57:15,004 - mmaction - INFO - Epoch [88][1080/3757] lr: 1.000e-04, eta: 6:28:59, time: 0.271, data_time: 0.000, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.6859, loss: 1.6859, grad_norm: 4.9194 2021-01-30 23:57:20,918 - mmaction - INFO - Epoch [88][1100/3757] lr: 1.000e-04, eta: 6:28:48, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8148, loss_cls: 1.6990, loss: 1.6990, grad_norm: 4.8593 2021-01-30 23:57:26,724 - mmaction - INFO - Epoch [88][1120/3757] lr: 1.000e-04, eta: 6:28:38, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8234, loss_cls: 1.6449, loss: 1.6449, grad_norm: 4.8072 2021-01-30 23:57:32,766 - mmaction - INFO - Epoch [88][1140/3757] lr: 1.000e-04, eta: 6:28:28, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7961, loss_cls: 1.7560, loss: 1.7560, grad_norm: 5.0415 2021-01-30 23:57:38,686 - mmaction - INFO - Epoch [88][1160/3757] lr: 1.000e-04, eta: 6:28:17, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.6435, loss: 1.6435, grad_norm: 4.9368 2021-01-30 23:57:44,428 - mmaction - INFO - Epoch [88][1180/3757] lr: 1.000e-04, eta: 6:28:07, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8086, loss_cls: 1.6985, loss: 1.6985, grad_norm: 4.9221 2021-01-30 23:57:50,187 - mmaction - INFO - Epoch [88][1200/3757] lr: 1.000e-04, eta: 6:27:57, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8172, loss_cls: 1.6176, loss: 1.6176, grad_norm: 4.8655 2021-01-30 23:57:56,554 - mmaction - INFO - Epoch [88][1220/3757] lr: 1.000e-04, eta: 6:27:46, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8195, loss_cls: 1.6187, loss: 1.6187, grad_norm: 4.8239 2021-01-30 23:58:01,656 - mmaction - INFO - Epoch [88][1240/3757] lr: 1.000e-04, eta: 6:27:36, time: 0.258, data_time: 0.006, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8313, loss_cls: 1.5867, loss: 1.5867, grad_norm: 4.6824 2021-01-30 23:58:08,149 - mmaction - INFO - Epoch [88][1260/3757] lr: 1.000e-04, eta: 6:27:26, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.6805, loss: 1.6805, grad_norm: 4.8527 2021-01-30 23:58:14,076 - mmaction - INFO - Epoch [88][1280/3757] lr: 1.000e-04, eta: 6:27:15, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8070, loss_cls: 1.7285, loss: 1.7285, grad_norm: 4.9454 2021-01-30 23:58:20,430 - mmaction - INFO - Epoch [88][1300/3757] lr: 1.000e-04, eta: 6:27:05, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.6891, loss: 1.6891, grad_norm: 4.7798 2021-01-30 23:58:26,168 - mmaction - INFO - Epoch [88][1320/3757] lr: 1.000e-04, eta: 6:26:55, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8305, loss_cls: 1.5991, loss: 1.5991, grad_norm: 4.8691 2021-01-30 23:58:32,337 - mmaction - INFO - Epoch [88][1340/3757] lr: 1.000e-04, eta: 6:26:44, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6125, loss: 1.6125, grad_norm: 4.7379 2021-01-30 23:58:38,348 - mmaction - INFO - Epoch [88][1360/3757] lr: 1.000e-04, eta: 6:26:34, time: 0.300, data_time: 0.004, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8195, loss_cls: 1.6254, loss: 1.6254, grad_norm: 4.7834 2021-01-30 23:58:43,678 - mmaction - INFO - Epoch [88][1380/3757] lr: 1.000e-04, eta: 6:26:24, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.6256, loss: 1.6256, grad_norm: 4.7493 2021-01-30 23:58:49,860 - mmaction - INFO - Epoch [88][1400/3757] lr: 1.000e-04, eta: 6:26:13, time: 0.309, data_time: 0.004, memory: 3385, top1_acc: 0.5828, top5_acc: 0.7891, loss_cls: 1.7475, loss: 1.7475, grad_norm: 4.9170 2021-01-30 23:58:56,371 - mmaction - INFO - Epoch [88][1420/3757] lr: 1.000e-04, eta: 6:26:03, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8016, loss_cls: 1.7168, loss: 1.7168, grad_norm: 4.8895 2021-01-30 23:59:02,728 - mmaction - INFO - Epoch [88][1440/3757] lr: 1.000e-04, eta: 6:25:53, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8344, loss_cls: 1.6070, loss: 1.6070, grad_norm: 4.6848 2021-01-30 23:59:08,332 - mmaction - INFO - Epoch [88][1460/3757] lr: 1.000e-04, eta: 6:25:43, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8156, loss_cls: 1.6180, loss: 1.6180, grad_norm: 4.6557 2021-01-30 23:59:14,167 - mmaction - INFO - Epoch [88][1480/3757] lr: 1.000e-04, eta: 6:25:32, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8273, loss_cls: 1.5758, loss: 1.5758, grad_norm: 4.8126 2021-01-30 23:59:19,902 - mmaction - INFO - Epoch [88][1500/3757] lr: 1.000e-04, eta: 6:25:22, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8141, loss_cls: 1.6408, loss: 1.6408, grad_norm: 4.8385 2021-01-30 23:59:25,291 - mmaction - INFO - Epoch [88][1520/3757] lr: 1.000e-04, eta: 6:25:11, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8234, loss_cls: 1.5811, loss: 1.5811, grad_norm: 4.7337 2021-01-30 23:59:31,927 - mmaction - INFO - Epoch [88][1540/3757] lr: 1.000e-04, eta: 6:25:01, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5234, loss: 1.5234, grad_norm: 4.7287 2021-01-30 23:59:37,607 - mmaction - INFO - Epoch [88][1560/3757] lr: 1.000e-04, eta: 6:24:51, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8203, loss_cls: 1.6507, loss: 1.6507, grad_norm: 4.9003 2021-01-30 23:59:43,341 - mmaction - INFO - Epoch [88][1580/3757] lr: 1.000e-04, eta: 6:24:40, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8211, loss_cls: 1.6124, loss: 1.6124, grad_norm: 4.7903 2021-01-30 23:59:49,027 - mmaction - INFO - Epoch [88][1600/3757] lr: 1.000e-04, eta: 6:24:30, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8242, loss_cls: 1.6700, loss: 1.6700, grad_norm: 4.8494 2021-01-30 23:59:54,709 - mmaction - INFO - Epoch [88][1620/3757] lr: 1.000e-04, eta: 6:24:20, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8164, loss_cls: 1.7031, loss: 1.7031, grad_norm: 4.9078 2021-01-31 00:00:01,587 - mmaction - INFO - Epoch [88][1640/3757] lr: 1.000e-04, eta: 6:24:10, time: 0.343, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.6978, loss: 1.6978, grad_norm: 4.9127 2021-01-31 00:00:10,654 - mmaction - INFO - Epoch [88][1660/3757] lr: 1.000e-04, eta: 6:24:00, time: 0.441, data_time: 0.004, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.6537, loss: 1.6537, grad_norm: 4.9110 2021-01-31 00:00:16,393 - mmaction - INFO - Epoch [88][1680/3757] lr: 1.000e-04, eta: 6:23:49, time: 0.300, data_time: 0.017, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8117, loss_cls: 1.6709, loss: 1.6709, grad_norm: 4.7731 2021-01-31 00:00:21,935 - mmaction - INFO - Epoch [88][1700/3757] lr: 1.000e-04, eta: 6:23:39, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8344, loss_cls: 1.5272, loss: 1.5272, grad_norm: 4.6764 2021-01-31 00:00:27,465 - mmaction - INFO - Epoch [88][1720/3757] lr: 1.000e-04, eta: 6:23:29, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.5894, loss: 1.5894, grad_norm: 4.8124 2021-01-31 00:00:33,812 - mmaction - INFO - Epoch [88][1740/3757] lr: 1.000e-04, eta: 6:23:18, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8070, loss_cls: 1.6281, loss: 1.6281, grad_norm: 4.6307 2021-01-31 00:00:39,756 - mmaction - INFO - Epoch [88][1760/3757] lr: 1.000e-04, eta: 6:23:08, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8203, loss_cls: 1.6490, loss: 1.6490, grad_norm: 4.8312 2021-01-31 00:00:45,842 - mmaction - INFO - Epoch [88][1780/3757] lr: 1.000e-04, eta: 6:22:58, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8250, loss_cls: 1.5547, loss: 1.5547, grad_norm: 4.7351 2021-01-31 00:00:51,428 - mmaction - INFO - Epoch [88][1800/3757] lr: 1.000e-04, eta: 6:22:47, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8234, loss_cls: 1.6549, loss: 1.6549, grad_norm: 4.7950 2021-01-31 00:00:57,668 - mmaction - INFO - Epoch [88][1820/3757] lr: 1.000e-04, eta: 6:22:37, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8070, loss_cls: 1.6261, loss: 1.6261, grad_norm: 4.6602 2021-01-31 00:01:03,097 - mmaction - INFO - Epoch [88][1840/3757] lr: 1.000e-04, eta: 6:22:27, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8023, loss_cls: 1.7042, loss: 1.7042, grad_norm: 4.8257 2021-01-31 00:01:09,081 - mmaction - INFO - Epoch [88][1860/3757] lr: 1.000e-04, eta: 6:22:16, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8297, loss_cls: 1.5939, loss: 1.5939, grad_norm: 4.7128 2021-01-31 00:01:14,803 - mmaction - INFO - Epoch [88][1880/3757] lr: 1.000e-04, eta: 6:22:06, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8242, loss_cls: 1.5483, loss: 1.5483, grad_norm: 4.6209 2021-01-31 00:01:21,348 - mmaction - INFO - Epoch [88][1900/3757] lr: 1.000e-04, eta: 6:21:56, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8281, loss_cls: 1.5731, loss: 1.5731, grad_norm: 4.7144 2021-01-31 00:01:27,237 - mmaction - INFO - Epoch [88][1920/3757] lr: 1.000e-04, eta: 6:21:46, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8117, loss_cls: 1.6374, loss: 1.6374, grad_norm: 4.6818 2021-01-31 00:01:32,999 - mmaction - INFO - Epoch [88][1940/3757] lr: 1.000e-04, eta: 6:21:35, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.6931, loss: 1.6931, grad_norm: 4.9005 2021-01-31 00:01:39,092 - mmaction - INFO - Epoch [88][1960/3757] lr: 1.000e-04, eta: 6:21:25, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5467, loss: 1.5467, grad_norm: 4.6688 2021-01-31 00:01:45,393 - mmaction - INFO - Epoch [88][1980/3757] lr: 1.000e-04, eta: 6:21:15, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8258, loss_cls: 1.5941, loss: 1.5941, grad_norm: 4.5834 2021-01-31 00:01:50,676 - mmaction - INFO - Epoch [88][2000/3757] lr: 1.000e-04, eta: 6:21:04, time: 0.264, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8211, loss_cls: 1.6995, loss: 1.6995, grad_norm: 4.9012 2021-01-31 00:01:56,869 - mmaction - INFO - Epoch [88][2020/3757] lr: 1.000e-04, eta: 6:20:54, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8102, loss_cls: 1.6584, loss: 1.6584, grad_norm: 4.8579 2021-01-31 00:02:03,301 - mmaction - INFO - Epoch [88][2040/3757] lr: 1.000e-04, eta: 6:20:44, time: 0.322, data_time: 0.004, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.6426, loss: 1.6426, grad_norm: 4.8363 2021-01-31 00:02:09,064 - mmaction - INFO - Epoch [88][2060/3757] lr: 1.000e-04, eta: 6:20:33, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.6303, loss: 1.6303, grad_norm: 4.7684 2021-01-31 00:02:15,457 - mmaction - INFO - Epoch [88][2080/3757] lr: 1.000e-04, eta: 6:20:23, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.5654, loss: 1.5654, grad_norm: 4.8060 2021-01-31 00:02:21,149 - mmaction - INFO - Epoch [88][2100/3757] lr: 1.000e-04, eta: 6:20:13, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8359, loss_cls: 1.6188, loss: 1.6188, grad_norm: 4.8999 2021-01-31 00:02:26,712 - mmaction - INFO - Epoch [88][2120/3757] lr: 1.000e-04, eta: 6:20:03, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8313, loss_cls: 1.6058, loss: 1.6058, grad_norm: 4.8093 2021-01-31 00:02:32,432 - mmaction - INFO - Epoch [88][2140/3757] lr: 1.000e-04, eta: 6:19:52, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5300, loss: 1.5300, grad_norm: 4.6365 2021-01-31 00:02:38,802 - mmaction - INFO - Epoch [88][2160/3757] lr: 1.000e-04, eta: 6:19:42, time: 0.318, data_time: 0.004, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8438, loss_cls: 1.5789, loss: 1.5789, grad_norm: 4.8161 2021-01-31 00:02:44,886 - mmaction - INFO - Epoch [88][2180/3757] lr: 1.000e-04, eta: 6:19:32, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8234, loss_cls: 1.5770, loss: 1.5770, grad_norm: 4.8321 2021-01-31 00:02:51,106 - mmaction - INFO - Epoch [88][2200/3757] lr: 1.000e-04, eta: 6:19:21, time: 0.311, data_time: 0.004, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8063, loss_cls: 1.6928, loss: 1.6928, grad_norm: 4.8391 2021-01-31 00:02:56,977 - mmaction - INFO - Epoch [88][2220/3757] lr: 1.000e-04, eta: 6:19:11, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6450, loss: 1.6450, grad_norm: 4.7874 2021-01-31 00:03:03,136 - mmaction - INFO - Epoch [88][2240/3757] lr: 1.000e-04, eta: 6:19:01, time: 0.308, data_time: 0.004, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.6469, loss: 1.6469, grad_norm: 4.8503 2021-01-31 00:03:08,930 - mmaction - INFO - Epoch [88][2260/3757] lr: 1.000e-04, eta: 6:18:50, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8398, loss_cls: 1.5290, loss: 1.5290, grad_norm: 4.7613 2021-01-31 00:03:14,977 - mmaction - INFO - Epoch [88][2280/3757] lr: 1.000e-04, eta: 6:18:40, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8187, loss_cls: 1.6602, loss: 1.6602, grad_norm: 4.9045 2021-01-31 00:03:20,966 - mmaction - INFO - Epoch [88][2300/3757] lr: 1.000e-04, eta: 6:18:30, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8242, loss_cls: 1.6743, loss: 1.6743, grad_norm: 4.9735 2021-01-31 00:03:26,749 - mmaction - INFO - Epoch [88][2320/3757] lr: 1.000e-04, eta: 6:18:20, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.6759, loss: 1.6759, grad_norm: 4.8877 2021-01-31 00:03:32,615 - mmaction - INFO - Epoch [88][2340/3757] lr: 1.000e-04, eta: 6:18:09, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.6484, loss: 1.6484, grad_norm: 4.8316 2021-01-31 00:03:37,819 - mmaction - INFO - Epoch [88][2360/3757] lr: 1.000e-04, eta: 6:17:59, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8266, loss_cls: 1.6425, loss: 1.6425, grad_norm: 4.7682 2021-01-31 00:03:43,724 - mmaction - INFO - Epoch [88][2380/3757] lr: 1.000e-04, eta: 6:17:49, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.6066, loss: 1.6066, grad_norm: 4.7868 2021-01-31 00:03:50,257 - mmaction - INFO - Epoch [88][2400/3757] lr: 1.000e-04, eta: 6:17:38, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8227, loss_cls: 1.6083, loss: 1.6083, grad_norm: 4.8396 2021-01-31 00:03:56,309 - mmaction - INFO - Epoch [88][2420/3757] lr: 1.000e-04, eta: 6:17:28, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8141, loss_cls: 1.6094, loss: 1.6094, grad_norm: 4.6949 2021-01-31 00:04:02,483 - mmaction - INFO - Epoch [88][2440/3757] lr: 1.000e-04, eta: 6:17:18, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6398, top5_acc: 0.8211, loss_cls: 1.5678, loss: 1.5678, grad_norm: 4.6323 2021-01-31 00:04:08,511 - mmaction - INFO - Epoch [88][2460/3757] lr: 1.000e-04, eta: 6:17:08, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.5625, top5_acc: 0.7883, loss_cls: 1.8171, loss: 1.8171, grad_norm: 4.9951 2021-01-31 00:04:14,756 - mmaction - INFO - Epoch [88][2480/3757] lr: 1.000e-04, eta: 6:16:57, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8141, loss_cls: 1.7102, loss: 1.7102, grad_norm: 4.9238 2021-01-31 00:04:20,784 - mmaction - INFO - Epoch [88][2500/3757] lr: 1.000e-04, eta: 6:16:47, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7945, loss_cls: 1.7828, loss: 1.7828, grad_norm: 5.0065 2021-01-31 00:04:26,636 - mmaction - INFO - Epoch [88][2520/3757] lr: 1.000e-04, eta: 6:16:37, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8063, loss_cls: 1.6909, loss: 1.6909, grad_norm: 4.8513 2021-01-31 00:04:32,378 - mmaction - INFO - Epoch [88][2540/3757] lr: 1.000e-04, eta: 6:16:26, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.7042, loss: 1.7042, grad_norm: 5.0032 2021-01-31 00:04:38,403 - mmaction - INFO - Epoch [88][2560/3757] lr: 1.000e-04, eta: 6:16:16, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8102, loss_cls: 1.6759, loss: 1.6759, grad_norm: 4.8457 2021-01-31 00:04:44,425 - mmaction - INFO - Epoch [88][2580/3757] lr: 1.000e-04, eta: 6:16:06, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8258, loss_cls: 1.5683, loss: 1.5683, grad_norm: 4.6969 2021-01-31 00:04:50,456 - mmaction - INFO - Epoch [88][2600/3757] lr: 1.000e-04, eta: 6:15:56, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8219, loss_cls: 1.5588, loss: 1.5588, grad_norm: 4.7405 2021-01-31 00:04:56,644 - mmaction - INFO - Epoch [88][2620/3757] lr: 1.000e-04, eta: 6:15:45, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8172, loss_cls: 1.6592, loss: 1.6592, grad_norm: 4.8513 2021-01-31 00:05:02,200 - mmaction - INFO - Epoch [88][2640/3757] lr: 1.000e-04, eta: 6:15:35, time: 0.278, data_time: 0.004, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8133, loss_cls: 1.6549, loss: 1.6549, grad_norm: 4.7889 2021-01-31 00:05:07,527 - mmaction - INFO - Epoch [88][2660/3757] lr: 1.000e-04, eta: 6:15:25, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.7930, loss_cls: 1.7370, loss: 1.7370, grad_norm: 4.9703 2021-01-31 00:05:13,400 - mmaction - INFO - Epoch [88][2680/3757] lr: 1.000e-04, eta: 6:15:14, time: 0.294, data_time: 0.004, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7992, loss_cls: 1.7305, loss: 1.7305, grad_norm: 4.8679 2021-01-31 00:05:20,129 - mmaction - INFO - Epoch [88][2700/3757] lr: 1.000e-04, eta: 6:15:04, time: 0.335, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8320, loss_cls: 1.6681, loss: 1.6681, grad_norm: 4.7862 2021-01-31 00:05:25,417 - mmaction - INFO - Epoch [88][2720/3757] lr: 1.000e-04, eta: 6:14:54, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8180, loss_cls: 1.6198, loss: 1.6198, grad_norm: 4.6840 2021-01-31 00:05:31,026 - mmaction - INFO - Epoch [88][2740/3757] lr: 1.000e-04, eta: 6:14:43, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8141, loss_cls: 1.6587, loss: 1.6587, grad_norm: 4.7648 2021-01-31 00:05:37,438 - mmaction - INFO - Epoch [88][2760/3757] lr: 1.000e-04, eta: 6:14:33, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8227, loss_cls: 1.6479, loss: 1.6479, grad_norm: 4.7087 2021-01-31 00:05:43,600 - mmaction - INFO - Epoch [88][2780/3757] lr: 1.000e-04, eta: 6:14:23, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.6669, loss: 1.6669, grad_norm: 4.8698 2021-01-31 00:05:49,761 - mmaction - INFO - Epoch [88][2800/3757] lr: 1.000e-04, eta: 6:14:13, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.6615, loss: 1.6615, grad_norm: 4.8001 2021-01-31 00:05:55,183 - mmaction - INFO - Epoch [88][2820/3757] lr: 1.000e-04, eta: 6:14:02, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7969, loss_cls: 1.7187, loss: 1.7187, grad_norm: 4.8330 2021-01-31 00:06:01,189 - mmaction - INFO - Epoch [88][2840/3757] lr: 1.000e-04, eta: 6:13:52, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6045, loss: 1.6045, grad_norm: 4.7792 2021-01-31 00:06:06,965 - mmaction - INFO - Epoch [88][2860/3757] lr: 1.000e-04, eta: 6:13:42, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8242, loss_cls: 1.6136, loss: 1.6136, grad_norm: 4.7960 2021-01-31 00:06:12,558 - mmaction - INFO - Epoch [88][2880/3757] lr: 1.000e-04, eta: 6:13:31, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8367, loss_cls: 1.5498, loss: 1.5498, grad_norm: 4.6867 2021-01-31 00:06:18,855 - mmaction - INFO - Epoch [88][2900/3757] lr: 1.000e-04, eta: 6:13:21, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8344, loss_cls: 1.6032, loss: 1.6032, grad_norm: 4.7720 2021-01-31 00:06:24,429 - mmaction - INFO - Epoch [88][2920/3757] lr: 1.000e-04, eta: 6:13:11, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8109, loss_cls: 1.6072, loss: 1.6072, grad_norm: 4.8178 2021-01-31 00:06:30,277 - mmaction - INFO - Epoch [88][2940/3757] lr: 1.000e-04, eta: 6:13:01, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8008, loss_cls: 1.7027, loss: 1.7027, grad_norm: 4.8573 2021-01-31 00:06:36,338 - mmaction - INFO - Epoch [88][2960/3757] lr: 1.000e-04, eta: 6:12:50, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.5911, loss: 1.5911, grad_norm: 4.7495 2021-01-31 00:06:42,064 - mmaction - INFO - Epoch [88][2980/3757] lr: 1.000e-04, eta: 6:12:40, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8227, loss_cls: 1.6609, loss: 1.6609, grad_norm: 4.7147 2021-01-31 00:06:47,515 - mmaction - INFO - Epoch [88][3000/3757] lr: 1.000e-04, eta: 6:12:30, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8227, loss_cls: 1.6169, loss: 1.6169, grad_norm: 4.8438 2021-01-31 00:06:52,940 - mmaction - INFO - Epoch [88][3020/3757] lr: 1.000e-04, eta: 6:12:19, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8227, loss_cls: 1.6337, loss: 1.6337, grad_norm: 4.8592 2021-01-31 00:06:59,279 - mmaction - INFO - Epoch [88][3040/3757] lr: 1.000e-04, eta: 6:12:09, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7159, loss: 1.7159, grad_norm: 4.9336 2021-01-31 00:07:05,497 - mmaction - INFO - Epoch [88][3060/3757] lr: 1.000e-04, eta: 6:11:59, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8172, loss_cls: 1.6758, loss: 1.6758, grad_norm: 4.8654 2021-01-31 00:07:11,482 - mmaction - INFO - Epoch [88][3080/3757] lr: 1.000e-04, eta: 6:11:48, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.7437, loss: 1.7437, grad_norm: 4.9543 2021-01-31 00:07:17,373 - mmaction - INFO - Epoch [88][3100/3757] lr: 1.000e-04, eta: 6:11:38, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8266, loss_cls: 1.5995, loss: 1.5995, grad_norm: 4.7722 2021-01-31 00:07:23,633 - mmaction - INFO - Epoch [88][3120/3757] lr: 1.000e-04, eta: 6:11:28, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.5002, loss: 1.5002, grad_norm: 4.6506 2021-01-31 00:07:28,897 - mmaction - INFO - Epoch [88][3140/3757] lr: 1.000e-04, eta: 6:11:18, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8336, loss_cls: 1.5990, loss: 1.5990, grad_norm: 4.7534 2021-01-31 00:07:35,222 - mmaction - INFO - Epoch [88][3160/3757] lr: 1.000e-04, eta: 6:11:07, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8211, loss_cls: 1.6231, loss: 1.6231, grad_norm: 4.8669 2021-01-31 00:07:40,986 - mmaction - INFO - Epoch [88][3180/3757] lr: 1.000e-04, eta: 6:10:57, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.6713, loss: 1.6713, grad_norm: 4.9176 2021-01-31 00:07:46,260 - mmaction - INFO - Epoch [88][3200/3757] lr: 1.000e-04, eta: 6:10:47, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8086, loss_cls: 1.6710, loss: 1.6710, grad_norm: 4.8934 2021-01-31 00:07:53,019 - mmaction - INFO - Epoch [88][3220/3757] lr: 1.000e-04, eta: 6:10:37, time: 0.338, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8242, loss_cls: 1.6802, loss: 1.6802, grad_norm: 4.8364 2021-01-31 00:07:58,546 - mmaction - INFO - Epoch [88][3240/3757] lr: 1.000e-04, eta: 6:10:26, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8227, loss_cls: 1.6027, loss: 1.6027, grad_norm: 4.8649 2021-01-31 00:08:03,734 - mmaction - INFO - Epoch [88][3260/3757] lr: 1.000e-04, eta: 6:10:16, time: 0.260, data_time: 0.004, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8187, loss_cls: 1.5763, loss: 1.5763, grad_norm: 4.6958 2021-01-31 00:08:09,215 - mmaction - INFO - Epoch [88][3280/3757] lr: 1.000e-04, eta: 6:10:05, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.5759, loss: 1.5759, grad_norm: 4.7445 2021-01-31 00:08:14,810 - mmaction - INFO - Epoch [88][3300/3757] lr: 1.000e-04, eta: 6:09:55, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.5782, loss: 1.5782, grad_norm: 4.7739 2021-01-31 00:08:20,760 - mmaction - INFO - Epoch [88][3320/3757] lr: 1.000e-04, eta: 6:09:45, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6445, top5_acc: 0.8266, loss_cls: 1.5484, loss: 1.5484, grad_norm: 4.7041 2021-01-31 00:08:26,665 - mmaction - INFO - Epoch [88][3340/3757] lr: 1.000e-04, eta: 6:09:35, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.6446, loss: 1.6446, grad_norm: 4.8904 2021-01-31 00:08:32,534 - mmaction - INFO - Epoch [88][3360/3757] lr: 1.000e-04, eta: 6:09:24, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.7992, loss_cls: 1.6454, loss: 1.6454, grad_norm: 4.9262 2021-01-31 00:08:38,212 - mmaction - INFO - Epoch [88][3380/3757] lr: 1.000e-04, eta: 6:09:14, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8172, loss_cls: 1.6365, loss: 1.6365, grad_norm: 4.8380 2021-01-31 00:08:43,767 - mmaction - INFO - Epoch [88][3400/3757] lr: 1.000e-04, eta: 6:09:04, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8227, loss_cls: 1.6439, loss: 1.6439, grad_norm: 4.8656 2021-01-31 00:08:50,053 - mmaction - INFO - Epoch [88][3420/3757] lr: 1.000e-04, eta: 6:08:53, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6330, loss: 1.6330, grad_norm: 4.8995 2021-01-31 00:08:55,732 - mmaction - INFO - Epoch [88][3440/3757] lr: 1.000e-04, eta: 6:08:43, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8328, loss_cls: 1.5971, loss: 1.5971, grad_norm: 4.8331 2021-01-31 00:09:01,356 - mmaction - INFO - Epoch [88][3460/3757] lr: 1.000e-04, eta: 6:08:33, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.7195, loss: 1.7195, grad_norm: 5.0053 2021-01-31 00:09:07,108 - mmaction - INFO - Epoch [88][3480/3757] lr: 1.000e-04, eta: 6:08:23, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8281, loss_cls: 1.6071, loss: 1.6071, grad_norm: 4.7578 2021-01-31 00:09:12,629 - mmaction - INFO - Epoch [88][3500/3757] lr: 1.000e-04, eta: 6:08:12, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8164, loss_cls: 1.6679, loss: 1.6679, grad_norm: 4.9768 2021-01-31 00:09:18,304 - mmaction - INFO - Epoch [88][3520/3757] lr: 1.000e-04, eta: 6:08:02, time: 0.283, data_time: 0.000, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8234, loss_cls: 1.6098, loss: 1.6098, grad_norm: 4.7929 2021-01-31 00:09:23,843 - mmaction - INFO - Epoch [88][3540/3757] lr: 1.000e-04, eta: 6:07:52, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8266, loss_cls: 1.6157, loss: 1.6157, grad_norm: 4.7586 2021-01-31 00:09:29,912 - mmaction - INFO - Epoch [88][3560/3757] lr: 1.000e-04, eta: 6:07:41, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8055, loss_cls: 1.6827, loss: 1.6827, grad_norm: 4.8328 2021-01-31 00:09:35,483 - mmaction - INFO - Epoch [88][3580/3757] lr: 1.000e-04, eta: 6:07:31, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.5959, loss: 1.5959, grad_norm: 4.7233 2021-01-31 00:09:41,286 - mmaction - INFO - Epoch [88][3600/3757] lr: 1.000e-04, eta: 6:07:21, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8289, loss_cls: 1.5861, loss: 1.5861, grad_norm: 4.7845 2021-01-31 00:09:47,015 - mmaction - INFO - Epoch [88][3620/3757] lr: 1.000e-04, eta: 6:07:10, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8141, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.8338 2021-01-31 00:09:52,804 - mmaction - INFO - Epoch [88][3640/3757] lr: 1.000e-04, eta: 6:07:00, time: 0.289, data_time: 0.004, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6151, loss: 1.6151, grad_norm: 4.7228 2021-01-31 00:09:59,099 - mmaction - INFO - Epoch [88][3660/3757] lr: 1.000e-04, eta: 6:06:50, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6390, loss: 1.6390, grad_norm: 4.7958 2021-01-31 00:10:04,458 - mmaction - INFO - Epoch [88][3680/3757] lr: 1.000e-04, eta: 6:06:40, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8078, loss_cls: 1.7473, loss: 1.7473, grad_norm: 4.9535 2021-01-31 00:10:10,561 - mmaction - INFO - Epoch [88][3700/3757] lr: 1.000e-04, eta: 6:06:29, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6367, top5_acc: 0.8273, loss_cls: 1.5231, loss: 1.5231, grad_norm: 4.7044 2021-01-31 00:10:16,567 - mmaction - INFO - Epoch [88][3720/3757] lr: 1.000e-04, eta: 6:06:19, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8375, loss_cls: 1.5925, loss: 1.5925, grad_norm: 4.9459 2021-01-31 00:10:23,236 - mmaction - INFO - Epoch [88][3740/3757] lr: 1.000e-04, eta: 6:06:09, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8180, loss_cls: 1.5751, loss: 1.5751, grad_norm: 4.7334 2021-01-31 00:10:46,597 - mmaction - INFO - Saving checkpoint at 88 epochs 2021-01-31 00:21:45,929 - mmaction - INFO - Epoch [89][20/3757] lr: 1.000e-04, eta: 6:07:18, time: 32.951, data_time: 32.544, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8344, loss_cls: 1.6092, loss: 1.6092, grad_norm: 4.8547 2021-01-31 00:21:50,177 - mmaction - INFO - Epoch [89][40/3757] lr: 1.000e-04, eta: 6:07:08, time: 0.216, data_time: 0.007, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.6799, loss: 1.6799, grad_norm: 4.8051 2021-01-31 00:21:54,420 - mmaction - INFO - Epoch [89][60/3757] lr: 1.000e-04, eta: 6:06:57, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.6814, loss: 1.6814, grad_norm: 4.8837 2021-01-31 00:21:58,618 - mmaction - INFO - Epoch [89][80/3757] lr: 1.000e-04, eta: 6:06:47, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8133, loss_cls: 1.6960, loss: 1.6960, grad_norm: 4.9268 2021-01-31 00:22:02,846 - mmaction - INFO - Epoch [89][100/3757] lr: 1.000e-04, eta: 6:06:36, time: 0.211, data_time: 0.004, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.7069, loss: 1.7069, grad_norm: 4.8595 2021-01-31 00:22:07,059 - mmaction - INFO - Epoch [89][120/3757] lr: 1.000e-04, eta: 6:06:26, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7460, loss: 1.7460, grad_norm: 4.9556 2021-01-31 00:22:11,218 - mmaction - INFO - Epoch [89][140/3757] lr: 1.000e-04, eta: 6:06:15, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8320, loss_cls: 1.5882, loss: 1.5882, grad_norm: 4.7517 2021-01-31 00:22:15,426 - mmaction - INFO - Epoch [89][160/3757] lr: 1.000e-04, eta: 6:06:05, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.6052, loss: 1.6052, grad_norm: 4.8198 2021-01-31 00:22:19,536 - mmaction - INFO - Epoch [89][180/3757] lr: 1.000e-04, eta: 6:05:54, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8203, loss_cls: 1.5555, loss: 1.5555, grad_norm: 4.7625 2021-01-31 00:22:23,763 - mmaction - INFO - Epoch [89][200/3757] lr: 1.000e-04, eta: 6:05:44, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6776, loss: 1.6776, grad_norm: 4.8099 2021-01-31 00:22:27,933 - mmaction - INFO - Epoch [89][220/3757] lr: 1.000e-04, eta: 6:05:33, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.6534, loss: 1.6534, grad_norm: 4.8230 2021-01-31 00:22:32,087 - mmaction - INFO - Epoch [89][240/3757] lr: 1.000e-04, eta: 6:05:22, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8164, loss_cls: 1.6175, loss: 1.6175, grad_norm: 4.8852 2021-01-31 00:22:36,302 - mmaction - INFO - Epoch [89][260/3757] lr: 1.000e-04, eta: 6:05:12, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6817, loss: 1.6817, grad_norm: 4.8855 2021-01-31 00:22:40,505 - mmaction - INFO - Epoch [89][280/3757] lr: 1.000e-04, eta: 6:05:01, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5825, loss: 1.5825, grad_norm: 4.7831 2021-01-31 00:22:44,789 - mmaction - INFO - Epoch [89][300/3757] lr: 1.000e-04, eta: 6:04:51, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8266, loss_cls: 1.5407, loss: 1.5407, grad_norm: 4.7073 2021-01-31 00:22:48,950 - mmaction - INFO - Epoch [89][320/3757] lr: 1.000e-04, eta: 6:04:40, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6433, loss: 1.6433, grad_norm: 4.8670 2021-01-31 00:22:53,415 - mmaction - INFO - Epoch [89][340/3757] lr: 1.000e-04, eta: 6:04:30, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8352, loss_cls: 1.5647, loss: 1.5647, grad_norm: 4.7189 2021-01-31 00:22:57,676 - mmaction - INFO - Epoch [89][360/3757] lr: 1.000e-04, eta: 6:04:19, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8023, loss_cls: 1.7110, loss: 1.7110, grad_norm: 4.8498 2021-01-31 00:23:01,981 - mmaction - INFO - Epoch [89][380/3757] lr: 1.000e-04, eta: 6:04:09, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8195, loss_cls: 1.6381, loss: 1.6381, grad_norm: 4.8490 2021-01-31 00:23:06,355 - mmaction - INFO - Epoch [89][400/3757] lr: 1.000e-04, eta: 6:03:58, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8148, loss_cls: 1.6482, loss: 1.6482, grad_norm: 4.8475 2021-01-31 00:23:10,740 - mmaction - INFO - Epoch [89][420/3757] lr: 1.000e-04, eta: 6:03:48, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6048, loss: 1.6048, grad_norm: 4.7846 2021-01-31 00:23:15,214 - mmaction - INFO - Epoch [89][440/3757] lr: 1.000e-04, eta: 6:03:37, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8375, loss_cls: 1.5810, loss: 1.5810, grad_norm: 4.8580 2021-01-31 00:23:20,149 - mmaction - INFO - Epoch [89][460/3757] lr: 1.000e-04, eta: 6:03:27, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.6418, loss: 1.6418, grad_norm: 4.7563 2021-01-31 00:23:24,687 - mmaction - INFO - Epoch [89][480/3757] lr: 1.000e-04, eta: 6:03:16, time: 0.227, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8359, loss_cls: 1.5290, loss: 1.5290, grad_norm: 4.7483 2021-01-31 00:23:29,116 - mmaction - INFO - Epoch [89][500/3757] lr: 1.000e-04, eta: 6:03:06, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8141, loss_cls: 1.6621, loss: 1.6621, grad_norm: 4.8549 2021-01-31 00:23:33,752 - mmaction - INFO - Epoch [89][520/3757] lr: 1.000e-04, eta: 6:02:55, time: 0.232, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8234, loss_cls: 1.6092, loss: 1.6092, grad_norm: 4.7266 2021-01-31 00:23:38,225 - mmaction - INFO - Epoch [89][540/3757] lr: 1.000e-04, eta: 6:02:45, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.7015, loss: 1.7015, grad_norm: 4.9210 2021-01-31 00:23:43,034 - mmaction - INFO - Epoch [89][560/3757] lr: 1.000e-04, eta: 6:02:34, time: 0.240, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.6775, loss: 1.6775, grad_norm: 4.8132 2021-01-31 00:23:47,515 - mmaction - INFO - Epoch [89][580/3757] lr: 1.000e-04, eta: 6:02:24, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8180, loss_cls: 1.6718, loss: 1.6718, grad_norm: 4.9787 2021-01-31 00:23:52,037 - mmaction - INFO - Epoch [89][600/3757] lr: 1.000e-04, eta: 6:02:14, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6457, loss: 1.6457, grad_norm: 4.8399 2021-01-31 00:23:57,152 - mmaction - INFO - Epoch [89][620/3757] lr: 1.000e-04, eta: 6:02:03, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8156, loss_cls: 1.6297, loss: 1.6297, grad_norm: 4.9087 2021-01-31 00:24:03,073 - mmaction - INFO - Epoch [89][640/3757] lr: 1.000e-04, eta: 6:01:53, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8266, loss_cls: 1.5932, loss: 1.5932, grad_norm: 4.7367 2021-01-31 00:24:07,634 - mmaction - INFO - Epoch [89][660/3757] lr: 1.000e-04, eta: 6:01:42, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8258, loss_cls: 1.6160, loss: 1.6160, grad_norm: 4.7467 2021-01-31 00:24:13,160 - mmaction - INFO - Epoch [89][680/3757] lr: 1.000e-04, eta: 6:01:32, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8234, loss_cls: 1.5777, loss: 1.5777, grad_norm: 4.7763 2021-01-31 00:24:18,423 - mmaction - INFO - Epoch [89][700/3757] lr: 1.000e-04, eta: 6:01:22, time: 0.263, data_time: 0.003, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8250, loss_cls: 1.5688, loss: 1.5688, grad_norm: 4.8070 2021-01-31 00:24:24,075 - mmaction - INFO - Epoch [89][720/3757] lr: 1.000e-04, eta: 6:01:11, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8148, loss_cls: 1.6417, loss: 1.6417, grad_norm: 4.8751 2021-01-31 00:24:29,364 - mmaction - INFO - Epoch [89][740/3757] lr: 1.000e-04, eta: 6:01:01, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6634, loss: 1.6634, grad_norm: 4.8308 2021-01-31 00:24:34,650 - mmaction - INFO - Epoch [89][760/3757] lr: 1.000e-04, eta: 6:00:51, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8219, loss_cls: 1.5912, loss: 1.5912, grad_norm: 4.7175 2021-01-31 00:24:39,395 - mmaction - INFO - Epoch [89][780/3757] lr: 1.000e-04, eta: 6:00:40, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.5599, loss: 1.5599, grad_norm: 4.7875 2021-01-31 00:24:45,299 - mmaction - INFO - Epoch [89][800/3757] lr: 1.000e-04, eta: 6:00:30, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8156, loss_cls: 1.5929, loss: 1.5929, grad_norm: 4.7611 2021-01-31 00:24:51,075 - mmaction - INFO - Epoch [89][820/3757] lr: 1.000e-04, eta: 6:00:20, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.6850, loss: 1.6850, grad_norm: 4.9080 2021-01-31 00:24:56,501 - mmaction - INFO - Epoch [89][840/3757] lr: 1.000e-04, eta: 6:00:09, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8086, loss_cls: 1.6453, loss: 1.6453, grad_norm: 4.9270 2021-01-31 00:25:01,848 - mmaction - INFO - Epoch [89][860/3757] lr: 1.000e-04, eta: 5:59:59, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6493, loss: 1.6493, grad_norm: 4.8319 2021-01-31 00:25:08,049 - mmaction - INFO - Epoch [89][880/3757] lr: 1.000e-04, eta: 5:59:49, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8203, loss_cls: 1.6158, loss: 1.6158, grad_norm: 4.8769 2021-01-31 00:25:13,530 - mmaction - INFO - Epoch [89][900/3757] lr: 1.000e-04, eta: 5:59:38, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.5989, loss: 1.5989, grad_norm: 4.8304 2021-01-31 00:25:18,717 - mmaction - INFO - Epoch [89][920/3757] lr: 1.000e-04, eta: 5:59:28, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.7159, loss: 1.7159, grad_norm: 5.0043 2021-01-31 00:25:25,204 - mmaction - INFO - Epoch [89][940/3757] lr: 1.000e-04, eta: 5:59:18, time: 0.325, data_time: 0.005, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6305, loss: 1.6305, grad_norm: 4.8586 2021-01-31 00:25:30,909 - mmaction - INFO - Epoch [89][960/3757] lr: 1.000e-04, eta: 5:59:07, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6476, loss: 1.6476, grad_norm: 4.8717 2021-01-31 00:25:36,678 - mmaction - INFO - Epoch [89][980/3757] lr: 1.000e-04, eta: 5:58:57, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.6783, loss: 1.6783, grad_norm: 4.9408 2021-01-31 00:25:42,293 - mmaction - INFO - Epoch [89][1000/3757] lr: 1.000e-04, eta: 5:58:47, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7891, loss_cls: 1.7269, loss: 1.7269, grad_norm: 4.8562 2021-01-31 00:25:47,419 - mmaction - INFO - Epoch [89][1020/3757] lr: 1.000e-04, eta: 5:58:36, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8133, loss_cls: 1.6265, loss: 1.6265, grad_norm: 4.8617 2021-01-31 00:25:53,739 - mmaction - INFO - Epoch [89][1040/3757] lr: 1.000e-04, eta: 5:58:26, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6712, loss: 1.6712, grad_norm: 4.9114 2021-01-31 00:25:58,949 - mmaction - INFO - Epoch [89][1060/3757] lr: 1.000e-04, eta: 5:58:16, time: 0.260, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8125, loss_cls: 1.6743, loss: 1.6743, grad_norm: 4.8501 2021-01-31 00:26:04,450 - mmaction - INFO - Epoch [89][1080/3757] lr: 1.000e-04, eta: 5:58:05, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.6101, loss: 1.6101, grad_norm: 4.8157 2021-01-31 00:26:10,281 - mmaction - INFO - Epoch [89][1100/3757] lr: 1.000e-04, eta: 5:57:55, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7984, loss_cls: 1.7156, loss: 1.7156, grad_norm: 4.8476 2021-01-31 00:26:15,870 - mmaction - INFO - Epoch [89][1120/3757] lr: 1.000e-04, eta: 5:57:45, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.6757, loss: 1.6757, grad_norm: 4.9578 2021-01-31 00:26:21,370 - mmaction - INFO - Epoch [89][1140/3757] lr: 1.000e-04, eta: 5:57:35, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.6925, loss: 1.6925, grad_norm: 4.9792 2021-01-31 00:26:26,922 - mmaction - INFO - Epoch [89][1160/3757] lr: 1.000e-04, eta: 5:57:24, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8141, loss_cls: 1.6136, loss: 1.6136, grad_norm: 4.7009 2021-01-31 00:26:33,584 - mmaction - INFO - Epoch [89][1180/3757] lr: 1.000e-04, eta: 5:57:14, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8281, loss_cls: 1.5951, loss: 1.5951, grad_norm: 4.7532 2021-01-31 00:26:39,186 - mmaction - INFO - Epoch [89][1200/3757] lr: 1.000e-04, eta: 5:57:04, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.6136, loss: 1.6136, grad_norm: 4.8023 2021-01-31 00:26:45,465 - mmaction - INFO - Epoch [89][1220/3757] lr: 1.000e-04, eta: 5:56:53, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8078, loss_cls: 1.6810, loss: 1.6810, grad_norm: 4.8656 2021-01-31 00:26:50,386 - mmaction - INFO - Epoch [89][1240/3757] lr: 1.000e-04, eta: 5:56:43, time: 0.247, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8227, loss_cls: 1.6563, loss: 1.6563, grad_norm: 4.9044 2021-01-31 00:26:56,337 - mmaction - INFO - Epoch [89][1260/3757] lr: 1.000e-04, eta: 5:56:33, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8195, loss_cls: 1.6791, loss: 1.6791, grad_norm: 4.9295 2021-01-31 00:27:02,351 - mmaction - INFO - Epoch [89][1280/3757] lr: 1.000e-04, eta: 5:56:23, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8109, loss_cls: 1.6976, loss: 1.6976, grad_norm: 4.8436 2021-01-31 00:27:07,877 - mmaction - INFO - Epoch [89][1300/3757] lr: 1.000e-04, eta: 5:56:12, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8133, loss_cls: 1.6667, loss: 1.6667, grad_norm: 4.8192 2021-01-31 00:27:13,187 - mmaction - INFO - Epoch [89][1320/3757] lr: 1.000e-04, eta: 5:56:02, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.6551, loss: 1.6551, grad_norm: 4.7571 2021-01-31 00:27:19,793 - mmaction - INFO - Epoch [89][1340/3757] lr: 1.000e-04, eta: 5:55:52, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8203, loss_cls: 1.6432, loss: 1.6432, grad_norm: 4.7070 2021-01-31 00:27:25,691 - mmaction - INFO - Epoch [89][1360/3757] lr: 1.000e-04, eta: 5:55:41, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.5913, loss: 1.5913, grad_norm: 4.6231 2021-01-31 00:27:32,578 - mmaction - INFO - Epoch [89][1380/3757] lr: 1.000e-04, eta: 5:55:31, time: 0.344, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8445, loss_cls: 1.5011, loss: 1.5011, grad_norm: 4.6103 2021-01-31 00:27:38,079 - mmaction - INFO - Epoch [89][1400/3757] lr: 1.000e-04, eta: 5:55:21, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8336, loss_cls: 1.6296, loss: 1.6296, grad_norm: 4.8699 2021-01-31 00:27:44,095 - mmaction - INFO - Epoch [89][1420/3757] lr: 1.000e-04, eta: 5:55:11, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8258, loss_cls: 1.5976, loss: 1.5976, grad_norm: 4.9808 2021-01-31 00:27:49,784 - mmaction - INFO - Epoch [89][1440/3757] lr: 1.000e-04, eta: 5:55:00, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8141, loss_cls: 1.6244, loss: 1.6244, grad_norm: 4.7841 2021-01-31 00:27:55,904 - mmaction - INFO - Epoch [89][1460/3757] lr: 1.000e-04, eta: 5:54:50, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8250, loss_cls: 1.6542, loss: 1.6542, grad_norm: 4.8580 2021-01-31 00:28:01,595 - mmaction - INFO - Epoch [89][1480/3757] lr: 1.000e-04, eta: 5:54:40, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8250, loss_cls: 1.6284, loss: 1.6284, grad_norm: 4.8037 2021-01-31 00:28:08,103 - mmaction - INFO - Epoch [89][1500/3757] lr: 1.000e-04, eta: 5:54:30, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8344, loss_cls: 1.5679, loss: 1.5679, grad_norm: 4.6974 2021-01-31 00:28:13,963 - mmaction - INFO - Epoch [89][1520/3757] lr: 1.000e-04, eta: 5:54:19, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.6586, loss: 1.6586, grad_norm: 4.8838 2021-01-31 00:28:19,774 - mmaction - INFO - Epoch [89][1540/3757] lr: 1.000e-04, eta: 5:54:09, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8367, loss_cls: 1.5771, loss: 1.5771, grad_norm: 4.8322 2021-01-31 00:28:25,582 - mmaction - INFO - Epoch [89][1560/3757] lr: 1.000e-04, eta: 5:53:59, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8344, loss_cls: 1.5636, loss: 1.5636, grad_norm: 4.7671 2021-01-31 00:28:30,914 - mmaction - INFO - Epoch [89][1580/3757] lr: 1.000e-04, eta: 5:53:49, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8187, loss_cls: 1.7051, loss: 1.7051, grad_norm: 4.9948 2021-01-31 00:28:37,034 - mmaction - INFO - Epoch [89][1600/3757] lr: 1.000e-04, eta: 5:53:38, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8250, loss_cls: 1.6461, loss: 1.6461, grad_norm: 4.7560 2021-01-31 00:28:43,342 - mmaction - INFO - Epoch [89][1620/3757] lr: 1.000e-04, eta: 5:53:28, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8320, loss_cls: 1.5823, loss: 1.5823, grad_norm: 4.7566 2021-01-31 00:28:49,435 - mmaction - INFO - Epoch [89][1640/3757] lr: 1.000e-04, eta: 5:53:18, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8211, loss_cls: 1.6525, loss: 1.6525, grad_norm: 4.9660 2021-01-31 00:28:55,138 - mmaction - INFO - Epoch [89][1660/3757] lr: 1.000e-04, eta: 5:53:08, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8219, loss_cls: 1.6489, loss: 1.6489, grad_norm: 4.9363 2021-01-31 00:29:00,702 - mmaction - INFO - Epoch [89][1680/3757] lr: 1.000e-04, eta: 5:52:57, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8242, loss_cls: 1.5943, loss: 1.5943, grad_norm: 4.8175 2021-01-31 00:29:06,626 - mmaction - INFO - Epoch [89][1700/3757] lr: 1.000e-04, eta: 5:52:47, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8164, loss_cls: 1.6881, loss: 1.6881, grad_norm: 4.9174 2021-01-31 00:29:12,715 - mmaction - INFO - Epoch [89][1720/3757] lr: 1.000e-04, eta: 5:52:37, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8055, loss_cls: 1.6391, loss: 1.6391, grad_norm: 4.7709 2021-01-31 00:29:18,456 - mmaction - INFO - Epoch [89][1740/3757] lr: 1.000e-04, eta: 5:52:26, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6136, loss: 1.6136, grad_norm: 4.8402 2021-01-31 00:29:24,086 - mmaction - INFO - Epoch [89][1760/3757] lr: 1.000e-04, eta: 5:52:16, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.5869, loss: 1.5869, grad_norm: 4.8874 2021-01-31 00:29:30,147 - mmaction - INFO - Epoch [89][1780/3757] lr: 1.000e-04, eta: 5:52:06, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8313, loss_cls: 1.5545, loss: 1.5545, grad_norm: 4.7494 2021-01-31 00:29:36,325 - mmaction - INFO - Epoch [89][1800/3757] lr: 1.000e-04, eta: 5:51:56, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6533, loss: 1.6533, grad_norm: 4.8888 2021-01-31 00:29:41,984 - mmaction - INFO - Epoch [89][1820/3757] lr: 1.000e-04, eta: 5:51:45, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8352, loss_cls: 1.5828, loss: 1.5828, grad_norm: 4.8191 2021-01-31 00:29:48,447 - mmaction - INFO - Epoch [89][1840/3757] lr: 1.000e-04, eta: 5:51:35, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8320, loss_cls: 1.6040, loss: 1.6040, grad_norm: 4.7395 2021-01-31 00:29:54,259 - mmaction - INFO - Epoch [89][1860/3757] lr: 1.000e-04, eta: 5:51:25, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8266, loss_cls: 1.6550, loss: 1.6550, grad_norm: 4.9802 2021-01-31 00:30:00,231 - mmaction - INFO - Epoch [89][1880/3757] lr: 1.000e-04, eta: 5:51:15, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.6797, loss: 1.6797, grad_norm: 4.9147 2021-01-31 00:30:05,950 - mmaction - INFO - Epoch [89][1900/3757] lr: 1.000e-04, eta: 5:51:04, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8195, loss_cls: 1.5951, loss: 1.5951, grad_norm: 4.8037 2021-01-31 00:30:12,053 - mmaction - INFO - Epoch [89][1920/3757] lr: 1.000e-04, eta: 5:50:54, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8008, loss_cls: 1.7474, loss: 1.7474, grad_norm: 5.0263 2021-01-31 00:30:17,936 - mmaction - INFO - Epoch [89][1940/3757] lr: 1.000e-04, eta: 5:50:44, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8289, loss_cls: 1.5975, loss: 1.5975, grad_norm: 4.9024 2021-01-31 00:30:24,063 - mmaction - INFO - Epoch [89][1960/3757] lr: 1.000e-04, eta: 5:50:34, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5730, loss: 1.5730, grad_norm: 4.8400 2021-01-31 00:30:30,349 - mmaction - INFO - Epoch [89][1980/3757] lr: 1.000e-04, eta: 5:50:24, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6708, loss: 1.6708, grad_norm: 4.7446 2021-01-31 00:30:35,558 - mmaction - INFO - Epoch [89][2000/3757] lr: 1.000e-04, eta: 5:50:13, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8266, loss_cls: 1.5400, loss: 1.5400, grad_norm: 4.7138 2021-01-31 00:30:42,510 - mmaction - INFO - Epoch [89][2020/3757] lr: 1.000e-04, eta: 5:50:03, time: 0.348, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8242, loss_cls: 1.5633, loss: 1.5633, grad_norm: 4.6950 2021-01-31 00:30:48,024 - mmaction - INFO - Epoch [89][2040/3757] lr: 1.000e-04, eta: 5:49:53, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6354, loss: 1.6354, grad_norm: 4.8253 2021-01-31 00:30:53,923 - mmaction - INFO - Epoch [89][2060/3757] lr: 1.000e-04, eta: 5:49:43, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.7152, loss: 1.7152, grad_norm: 4.8076 2021-01-31 00:31:00,242 - mmaction - INFO - Epoch [89][2080/3757] lr: 1.000e-04, eta: 5:49:32, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.5894, loss: 1.5894, grad_norm: 4.6704 2021-01-31 00:31:06,217 - mmaction - INFO - Epoch [89][2100/3757] lr: 1.000e-04, eta: 5:49:22, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.6274, loss: 1.6274, grad_norm: 4.8154 2021-01-31 00:31:11,836 - mmaction - INFO - Epoch [89][2120/3757] lr: 1.000e-04, eta: 5:49:12, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8211, loss_cls: 1.6289, loss: 1.6289, grad_norm: 4.8008 2021-01-31 00:31:17,367 - mmaction - INFO - Epoch [89][2140/3757] lr: 1.000e-04, eta: 5:49:01, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8320, loss_cls: 1.5537, loss: 1.5537, grad_norm: 4.6708 2021-01-31 00:31:23,891 - mmaction - INFO - Epoch [89][2160/3757] lr: 1.000e-04, eta: 5:48:51, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8203, loss_cls: 1.6462, loss: 1.6462, grad_norm: 4.8081 2021-01-31 00:31:30,241 - mmaction - INFO - Epoch [89][2180/3757] lr: 1.000e-04, eta: 5:48:41, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8258, loss_cls: 1.5609, loss: 1.5609, grad_norm: 4.7868 2021-01-31 00:31:36,562 - mmaction - INFO - Epoch [89][2200/3757] lr: 1.000e-04, eta: 5:48:31, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.5906, loss: 1.5906, grad_norm: 4.7224 2021-01-31 00:31:42,360 - mmaction - INFO - Epoch [89][2220/3757] lr: 1.000e-04, eta: 5:48:21, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8227, loss_cls: 1.6108, loss: 1.6108, grad_norm: 4.8747 2021-01-31 00:31:48,713 - mmaction - INFO - Epoch [89][2240/3757] lr: 1.000e-04, eta: 5:48:10, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8109, loss_cls: 1.6865, loss: 1.6865, grad_norm: 4.8579 2021-01-31 00:31:54,572 - mmaction - INFO - Epoch [89][2260/3757] lr: 1.000e-04, eta: 5:48:00, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8367, loss_cls: 1.5739, loss: 1.5739, grad_norm: 4.9183 2021-01-31 00:32:00,343 - mmaction - INFO - Epoch [89][2280/3757] lr: 1.000e-04, eta: 5:47:50, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8109, loss_cls: 1.6633, loss: 1.6633, grad_norm: 4.8937 2021-01-31 00:32:06,691 - mmaction - INFO - Epoch [89][2300/3757] lr: 1.000e-04, eta: 5:47:40, time: 0.317, data_time: 0.006, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8320, loss_cls: 1.6270, loss: 1.6270, grad_norm: 4.8188 2021-01-31 00:32:12,795 - mmaction - INFO - Epoch [89][2320/3757] lr: 1.000e-04, eta: 5:47:30, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8172, loss_cls: 1.6327, loss: 1.6327, grad_norm: 4.8473 2021-01-31 00:32:19,307 - mmaction - INFO - Epoch [89][2340/3757] lr: 1.000e-04, eta: 5:47:19, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.6087, loss: 1.6087, grad_norm: 4.7643 2021-01-31 00:32:24,959 - mmaction - INFO - Epoch [89][2360/3757] lr: 1.000e-04, eta: 5:47:09, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8148, loss_cls: 1.7120, loss: 1.7120, grad_norm: 5.0518 2021-01-31 00:32:31,390 - mmaction - INFO - Epoch [89][2380/3757] lr: 1.000e-04, eta: 5:46:59, time: 0.322, data_time: 0.003, memory: 3385, top1_acc: 0.6023, top5_acc: 0.7992, loss_cls: 1.7287, loss: 1.7287, grad_norm: 4.8626 2021-01-31 00:32:37,193 - mmaction - INFO - Epoch [89][2400/3757] lr: 1.000e-04, eta: 5:46:49, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.5675, loss: 1.5675, grad_norm: 4.8665 2021-01-31 00:32:43,487 - mmaction - INFO - Epoch [89][2420/3757] lr: 1.000e-04, eta: 5:46:38, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6250, loss: 1.6250, grad_norm: 4.9134 2021-01-31 00:32:49,963 - mmaction - INFO - Epoch [89][2440/3757] lr: 1.000e-04, eta: 5:46:28, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8227, loss_cls: 1.6013, loss: 1.6013, grad_norm: 4.7251 2021-01-31 00:32:56,348 - mmaction - INFO - Epoch [89][2460/3757] lr: 1.000e-04, eta: 5:46:18, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8195, loss_cls: 1.6434, loss: 1.6434, grad_norm: 4.8224 2021-01-31 00:33:01,977 - mmaction - INFO - Epoch [89][2480/3757] lr: 1.000e-04, eta: 5:46:08, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8086, loss_cls: 1.7227, loss: 1.7227, grad_norm: 4.9565 2021-01-31 00:33:08,748 - mmaction - INFO - Epoch [89][2500/3757] lr: 1.000e-04, eta: 5:45:58, time: 0.339, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8133, loss_cls: 1.6567, loss: 1.6567, grad_norm: 4.8051 2021-01-31 00:33:14,643 - mmaction - INFO - Epoch [89][2520/3757] lr: 1.000e-04, eta: 5:45:47, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8164, loss_cls: 1.6580, loss: 1.6580, grad_norm: 4.9086 2021-01-31 00:33:20,339 - mmaction - INFO - Epoch [89][2540/3757] lr: 1.000e-04, eta: 5:45:37, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8359, loss_cls: 1.5202, loss: 1.5202, grad_norm: 4.7301 2021-01-31 00:33:26,104 - mmaction - INFO - Epoch [89][2560/3757] lr: 1.000e-04, eta: 5:45:27, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6730, loss: 1.6730, grad_norm: 4.8749 2021-01-31 00:33:32,169 - mmaction - INFO - Epoch [89][2580/3757] lr: 1.000e-04, eta: 5:45:17, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.6129, loss: 1.6129, grad_norm: 4.7977 2021-01-31 00:33:38,455 - mmaction - INFO - Epoch [89][2600/3757] lr: 1.000e-04, eta: 5:45:07, time: 0.314, data_time: 0.004, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8133, loss_cls: 1.6630, loss: 1.6630, grad_norm: 4.8424 2021-01-31 00:33:43,940 - mmaction - INFO - Epoch [89][2620/3757] lr: 1.000e-04, eta: 5:44:56, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8172, loss_cls: 1.6282, loss: 1.6282, grad_norm: 4.8235 2021-01-31 00:33:50,544 - mmaction - INFO - Epoch [89][2640/3757] lr: 1.000e-04, eta: 5:44:46, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8109, loss_cls: 1.7348, loss: 1.7348, grad_norm: 4.9304 2021-01-31 00:33:56,530 - mmaction - INFO - Epoch [89][2660/3757] lr: 1.000e-04, eta: 5:44:36, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8242, loss_cls: 1.5773, loss: 1.5773, grad_norm: 4.7889 2021-01-31 00:34:02,880 - mmaction - INFO - Epoch [89][2680/3757] lr: 1.000e-04, eta: 5:44:26, time: 0.318, data_time: 0.004, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8016, loss_cls: 1.7316, loss: 1.7316, grad_norm: 4.8294 2021-01-31 00:34:09,030 - mmaction - INFO - Epoch [89][2700/3757] lr: 1.000e-04, eta: 5:44:15, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8086, loss_cls: 1.6708, loss: 1.6708, grad_norm: 4.8342 2021-01-31 00:34:15,034 - mmaction - INFO - Epoch [89][2720/3757] lr: 1.000e-04, eta: 5:44:05, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8156, loss_cls: 1.6553, loss: 1.6553, grad_norm: 4.8039 2021-01-31 00:34:21,203 - mmaction - INFO - Epoch [89][2740/3757] lr: 1.000e-04, eta: 5:43:55, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.5607, loss: 1.5607, grad_norm: 4.7015 2021-01-31 00:34:27,279 - mmaction - INFO - Epoch [89][2760/3757] lr: 1.000e-04, eta: 5:43:45, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6406, top5_acc: 0.8273, loss_cls: 1.5614, loss: 1.5614, grad_norm: 4.7127 2021-01-31 00:34:32,739 - mmaction - INFO - Epoch [89][2780/3757] lr: 1.000e-04, eta: 5:43:35, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8211, loss_cls: 1.6379, loss: 1.6379, grad_norm: 4.8667 2021-01-31 00:34:39,544 - mmaction - INFO - Epoch [89][2800/3757] lr: 1.000e-04, eta: 5:43:24, time: 0.340, data_time: 0.005, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.6848, loss: 1.6848, grad_norm: 4.9489 2021-01-31 00:34:45,671 - mmaction - INFO - Epoch [89][2820/3757] lr: 1.000e-04, eta: 5:43:14, time: 0.306, data_time: 0.000, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7146, loss: 1.7146, grad_norm: 4.8558 2021-01-31 00:34:51,132 - mmaction - INFO - Epoch [89][2840/3757] lr: 1.000e-04, eta: 5:43:04, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.5820, loss: 1.5820, grad_norm: 4.7333 2021-01-31 00:34:57,470 - mmaction - INFO - Epoch [89][2860/3757] lr: 1.000e-04, eta: 5:42:54, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8328, loss_cls: 1.6106, loss: 1.6106, grad_norm: 4.8474 2021-01-31 00:35:03,482 - mmaction - INFO - Epoch [89][2880/3757] lr: 1.000e-04, eta: 5:42:44, time: 0.300, data_time: 0.004, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8148, loss_cls: 1.6164, loss: 1.6164, grad_norm: 4.7495 2021-01-31 00:35:10,105 - mmaction - INFO - Epoch [89][2900/3757] lr: 1.000e-04, eta: 5:42:33, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.6416, loss: 1.6416, grad_norm: 4.8699 2021-01-31 00:35:16,166 - mmaction - INFO - Epoch [89][2920/3757] lr: 1.000e-04, eta: 5:42:23, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8320, loss_cls: 1.6188, loss: 1.6188, grad_norm: 4.8424 2021-01-31 00:35:22,507 - mmaction - INFO - Epoch [89][2940/3757] lr: 1.000e-04, eta: 5:42:13, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8258, loss_cls: 1.6006, loss: 1.6006, grad_norm: 4.7805 2021-01-31 00:35:28,611 - mmaction - INFO - Epoch [89][2960/3757] lr: 1.000e-04, eta: 5:42:03, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8234, loss_cls: 1.6364, loss: 1.6364, grad_norm: 4.9628 2021-01-31 00:35:34,275 - mmaction - INFO - Epoch [89][2980/3757] lr: 1.000e-04, eta: 5:41:53, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6528, loss: 1.6528, grad_norm: 4.8180 2021-01-31 00:35:40,281 - mmaction - INFO - Epoch [89][3000/3757] lr: 1.000e-04, eta: 5:41:42, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.6461, loss: 1.6461, grad_norm: 4.8169 2021-01-31 00:35:45,997 - mmaction - INFO - Epoch [89][3020/3757] lr: 1.000e-04, eta: 5:41:32, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8336, loss_cls: 1.5855, loss: 1.5855, grad_norm: 4.7032 2021-01-31 00:35:52,091 - mmaction - INFO - Epoch [89][3040/3757] lr: 1.000e-04, eta: 5:41:22, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8172, loss_cls: 1.6523, loss: 1.6523, grad_norm: 4.7094 2021-01-31 00:35:58,106 - mmaction - INFO - Epoch [89][3060/3757] lr: 1.000e-04, eta: 5:41:12, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8367, loss_cls: 1.6180, loss: 1.6180, grad_norm: 4.8394 2021-01-31 00:36:04,331 - mmaction - INFO - Epoch [89][3080/3757] lr: 1.000e-04, eta: 5:41:02, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8016, loss_cls: 1.7107, loss: 1.7107, grad_norm: 4.8967 2021-01-31 00:36:09,972 - mmaction - INFO - Epoch [89][3100/3757] lr: 1.000e-04, eta: 5:40:51, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8258, loss_cls: 1.6109, loss: 1.6109, grad_norm: 4.8736 2021-01-31 00:36:16,417 - mmaction - INFO - Epoch [89][3120/3757] lr: 1.000e-04, eta: 5:40:41, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6184, loss: 1.6184, grad_norm: 4.8426 2021-01-31 00:36:22,111 - mmaction - INFO - Epoch [89][3140/3757] lr: 1.000e-04, eta: 5:40:31, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8289, loss_cls: 1.6231, loss: 1.6231, grad_norm: 4.6971 2021-01-31 00:36:28,626 - mmaction - INFO - Epoch [89][3160/3757] lr: 1.000e-04, eta: 5:40:21, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.6250, loss: 1.6250, grad_norm: 4.7810 2021-01-31 00:36:34,487 - mmaction - INFO - Epoch [89][3180/3757] lr: 1.000e-04, eta: 5:40:10, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8102, loss_cls: 1.6492, loss: 1.6492, grad_norm: 4.8508 2021-01-31 00:36:40,295 - mmaction - INFO - Epoch [89][3200/3757] lr: 1.000e-04, eta: 5:40:00, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8203, loss_cls: 1.6790, loss: 1.6790, grad_norm: 4.8682 2021-01-31 00:36:46,233 - mmaction - INFO - Epoch [89][3220/3757] lr: 1.000e-04, eta: 5:39:50, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8234, loss_cls: 1.6241, loss: 1.6241, grad_norm: 4.7749 2021-01-31 00:36:52,832 - mmaction - INFO - Epoch [89][3240/3757] lr: 1.000e-04, eta: 5:39:40, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8133, loss_cls: 1.6595, loss: 1.6595, grad_norm: 4.8924 2021-01-31 00:36:58,925 - mmaction - INFO - Epoch [89][3260/3757] lr: 1.000e-04, eta: 5:39:30, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.7318, loss: 1.7318, grad_norm: 4.9547 2021-01-31 00:37:04,857 - mmaction - INFO - Epoch [89][3280/3757] lr: 1.000e-04, eta: 5:39:19, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8148, loss_cls: 1.6289, loss: 1.6289, grad_norm: 4.7056 2021-01-31 00:37:10,991 - mmaction - INFO - Epoch [89][3300/3757] lr: 1.000e-04, eta: 5:39:09, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8234, loss_cls: 1.6146, loss: 1.6146, grad_norm: 4.6660 2021-01-31 00:37:17,192 - mmaction - INFO - Epoch [89][3320/3757] lr: 1.000e-04, eta: 5:38:59, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8187, loss_cls: 1.6008, loss: 1.6008, grad_norm: 4.8026 2021-01-31 00:37:22,836 - mmaction - INFO - Epoch [89][3340/3757] lr: 1.000e-04, eta: 5:38:49, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.6308, loss: 1.6308, grad_norm: 4.7633 2021-01-31 00:37:29,381 - mmaction - INFO - Epoch [89][3360/3757] lr: 1.000e-04, eta: 5:38:39, time: 0.328, data_time: 0.005, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6255, loss: 1.6255, grad_norm: 4.7572 2021-01-31 00:37:34,674 - mmaction - INFO - Epoch [89][3380/3757] lr: 1.000e-04, eta: 5:38:28, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8133, loss_cls: 1.5884, loss: 1.5884, grad_norm: 4.7497 2021-01-31 00:37:40,998 - mmaction - INFO - Epoch [89][3400/3757] lr: 1.000e-04, eta: 5:38:18, time: 0.316, data_time: 0.005, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.5807, loss: 1.5807, grad_norm: 4.7064 2021-01-31 00:37:46,705 - mmaction - INFO - Epoch [89][3420/3757] lr: 1.000e-04, eta: 5:38:08, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.5084, loss: 1.5084, grad_norm: 4.6680 2021-01-31 00:37:52,673 - mmaction - INFO - Epoch [89][3440/3757] lr: 1.000e-04, eta: 5:37:58, time: 0.298, data_time: 0.004, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8242, loss_cls: 1.6342, loss: 1.6342, grad_norm: 4.7840 2021-01-31 00:37:58,559 - mmaction - INFO - Epoch [89][3460/3757] lr: 1.000e-04, eta: 5:37:48, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8211, loss_cls: 1.6032, loss: 1.6032, grad_norm: 4.8231 2021-01-31 00:38:04,968 - mmaction - INFO - Epoch [89][3480/3757] lr: 1.000e-04, eta: 5:37:37, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7977, loss_cls: 1.7304, loss: 1.7304, grad_norm: 5.0323 2021-01-31 00:38:11,096 - mmaction - INFO - Epoch [89][3500/3757] lr: 1.000e-04, eta: 5:37:27, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6165, loss: 1.6165, grad_norm: 4.8381 2021-01-31 00:38:16,516 - mmaction - INFO - Epoch [89][3520/3757] lr: 1.000e-04, eta: 5:37:17, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8203, loss_cls: 1.6776, loss: 1.6776, grad_norm: 4.8477 2021-01-31 00:38:22,590 - mmaction - INFO - Epoch [89][3540/3757] lr: 1.000e-04, eta: 5:37:07, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8172, loss_cls: 1.6510, loss: 1.6510, grad_norm: 4.7821 2021-01-31 00:38:28,647 - mmaction - INFO - Epoch [89][3560/3757] lr: 1.000e-04, eta: 5:36:57, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.6352, top5_acc: 0.8219, loss_cls: 1.6285, loss: 1.6285, grad_norm: 4.7995 2021-01-31 00:38:34,528 - mmaction - INFO - Epoch [89][3580/3757] lr: 1.000e-04, eta: 5:36:46, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8328, loss_cls: 1.5990, loss: 1.5990, grad_norm: 4.7903 2021-01-31 00:38:40,592 - mmaction - INFO - Epoch [89][3600/3757] lr: 1.000e-04, eta: 5:36:36, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8156, loss_cls: 1.6490, loss: 1.6490, grad_norm: 4.8375 2021-01-31 00:38:46,987 - mmaction - INFO - Epoch [89][3620/3757] lr: 1.000e-04, eta: 5:36:26, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8195, loss_cls: 1.6561, loss: 1.6561, grad_norm: 4.8089 2021-01-31 00:38:52,837 - mmaction - INFO - Epoch [89][3640/3757] lr: 1.000e-04, eta: 5:36:16, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6546, loss: 1.6546, grad_norm: 4.7973 2021-01-31 00:38:58,860 - mmaction - INFO - Epoch [89][3660/3757] lr: 1.000e-04, eta: 5:36:06, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.6608, loss: 1.6608, grad_norm: 4.8752 2021-01-31 00:39:04,440 - mmaction - INFO - Epoch [89][3680/3757] lr: 1.000e-04, eta: 5:35:55, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5171, loss: 1.5171, grad_norm: 4.5511 2021-01-31 00:39:10,777 - mmaction - INFO - Epoch [89][3700/3757] lr: 1.000e-04, eta: 5:35:45, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8250, loss_cls: 1.5498, loss: 1.5498, grad_norm: 4.6912 2021-01-31 00:39:16,809 - mmaction - INFO - Epoch [89][3720/3757] lr: 1.000e-04, eta: 5:35:35, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8219, loss_cls: 1.6901, loss: 1.6901, grad_norm: 5.0432 2021-01-31 00:39:23,490 - mmaction - INFO - Epoch [89][3740/3757] lr: 1.000e-04, eta: 5:35:25, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.7336, loss: 1.7336, grad_norm: 4.8996 2021-01-31 00:39:43,631 - mmaction - INFO - Saving checkpoint at 89 epochs 2021-01-31 00:51:26,563 - mmaction - INFO - Epoch [90][20/3757] lr: 1.000e-04, eta: 5:36:31, time: 35.134, data_time: 34.746, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8211, loss_cls: 1.5679, loss: 1.5679, grad_norm: 4.7262 2021-01-31 00:51:30,751 - mmaction - INFO - Epoch [90][40/3757] lr: 1.000e-04, eta: 5:36:21, time: 0.212, data_time: 0.005, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.7056, loss: 1.7056, grad_norm: 4.9089 2021-01-31 00:51:34,992 - mmaction - INFO - Epoch [90][60/3757] lr: 1.000e-04, eta: 5:36:11, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8094, loss_cls: 1.6751, loss: 1.6751, grad_norm: 4.8495 2021-01-31 00:51:39,218 - mmaction - INFO - Epoch [90][80/3757] lr: 1.000e-04, eta: 5:36:00, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8187, loss_cls: 1.6715, loss: 1.6715, grad_norm: 4.9092 2021-01-31 00:51:43,408 - mmaction - INFO - Epoch [90][100/3757] lr: 1.000e-04, eta: 5:35:50, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8164, loss_cls: 1.6293, loss: 1.6293, grad_norm: 4.7800 2021-01-31 00:51:47,599 - mmaction - INFO - Epoch [90][120/3757] lr: 1.000e-04, eta: 5:35:39, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8297, loss_cls: 1.5869, loss: 1.5869, grad_norm: 4.7799 2021-01-31 00:51:51,812 - mmaction - INFO - Epoch [90][140/3757] lr: 1.000e-04, eta: 5:35:29, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8055, loss_cls: 1.6720, loss: 1.6720, grad_norm: 4.7683 2021-01-31 00:51:56,129 - mmaction - INFO - Epoch [90][160/3757] lr: 1.000e-04, eta: 5:35:18, time: 0.215, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8164, loss_cls: 1.6684, loss: 1.6684, grad_norm: 4.9374 2021-01-31 00:52:00,333 - mmaction - INFO - Epoch [90][180/3757] lr: 1.000e-04, eta: 5:35:08, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.6336, top5_acc: 0.8430, loss_cls: 1.4937, loss: 1.4937, grad_norm: 4.6533 2021-01-31 00:52:04,525 - mmaction - INFO - Epoch [90][200/3757] lr: 1.000e-04, eta: 5:34:57, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8320, loss_cls: 1.5830, loss: 1.5830, grad_norm: 4.7561 2021-01-31 00:52:08,769 - mmaction - INFO - Epoch [90][220/3757] lr: 1.000e-04, eta: 5:34:47, time: 0.212, data_time: 0.003, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8281, loss_cls: 1.5977, loss: 1.5977, grad_norm: 4.7792 2021-01-31 00:52:12,961 - mmaction - INFO - Epoch [90][240/3757] lr: 1.000e-04, eta: 5:34:36, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8219, loss_cls: 1.5941, loss: 1.5941, grad_norm: 4.7700 2021-01-31 00:52:17,384 - mmaction - INFO - Epoch [90][260/3757] lr: 1.000e-04, eta: 5:34:26, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8438, loss_cls: 1.5474, loss: 1.5474, grad_norm: 4.7772 2021-01-31 00:52:21,622 - mmaction - INFO - Epoch [90][280/3757] lr: 1.000e-04, eta: 5:34:16, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.6744, loss: 1.6744, grad_norm: 4.9137 2021-01-31 00:52:25,809 - mmaction - INFO - Epoch [90][300/3757] lr: 1.000e-04, eta: 5:34:05, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8195, loss_cls: 1.6433, loss: 1.6433, grad_norm: 4.8234 2021-01-31 00:52:30,134 - mmaction - INFO - Epoch [90][320/3757] lr: 1.000e-04, eta: 5:33:55, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.5739, loss: 1.5739, grad_norm: 4.7568 2021-01-31 00:52:34,573 - mmaction - INFO - Epoch [90][340/3757] lr: 1.000e-04, eta: 5:33:44, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8102, loss_cls: 1.6998, loss: 1.6998, grad_norm: 4.8845 2021-01-31 00:52:38,921 - mmaction - INFO - Epoch [90][360/3757] lr: 1.000e-04, eta: 5:33:34, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.5965, loss: 1.5965, grad_norm: 4.7972 2021-01-31 00:52:43,259 - mmaction - INFO - Epoch [90][380/3757] lr: 1.000e-04, eta: 5:33:23, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8281, loss_cls: 1.5982, loss: 1.5982, grad_norm: 4.9305 2021-01-31 00:52:47,745 - mmaction - INFO - Epoch [90][400/3757] lr: 1.000e-04, eta: 5:33:13, time: 0.224, data_time: 0.003, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8203, loss_cls: 1.6158, loss: 1.6158, grad_norm: 4.8260 2021-01-31 00:52:52,181 - mmaction - INFO - Epoch [90][420/3757] lr: 1.000e-04, eta: 5:33:02, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8031, loss_cls: 1.7353, loss: 1.7353, grad_norm: 4.9199 2021-01-31 00:52:56,731 - mmaction - INFO - Epoch [90][440/3757] lr: 1.000e-04, eta: 5:32:52, time: 0.227, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.6409, loss: 1.6409, grad_norm: 4.8889 2021-01-31 00:53:01,169 - mmaction - INFO - Epoch [90][460/3757] lr: 1.000e-04, eta: 5:32:42, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.6017, loss: 1.6017, grad_norm: 4.8351 2021-01-31 00:53:05,563 - mmaction - INFO - Epoch [90][480/3757] lr: 1.000e-04, eta: 5:32:31, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8102, loss_cls: 1.6731, loss: 1.6731, grad_norm: 4.8766 2021-01-31 00:53:10,614 - mmaction - INFO - Epoch [90][500/3757] lr: 1.000e-04, eta: 5:32:21, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.6981, loss: 1.6981, grad_norm: 4.9053 2021-01-31 00:53:15,034 - mmaction - INFO - Epoch [90][520/3757] lr: 1.000e-04, eta: 5:32:10, time: 0.221, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8180, loss_cls: 1.6205, loss: 1.6205, grad_norm: 4.7830 2021-01-31 00:53:19,574 - mmaction - INFO - Epoch [90][540/3757] lr: 1.000e-04, eta: 5:32:00, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7179, loss: 1.7179, grad_norm: 4.9914 2021-01-31 00:53:24,354 - mmaction - INFO - Epoch [90][560/3757] lr: 1.000e-04, eta: 5:31:50, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8172, loss_cls: 1.7084, loss: 1.7084, grad_norm: 4.9251 2021-01-31 00:53:28,995 - mmaction - INFO - Epoch [90][580/3757] lr: 1.000e-04, eta: 5:31:39, time: 0.231, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8187, loss_cls: 1.6633, loss: 1.6633, grad_norm: 4.7972 2021-01-31 00:53:33,835 - mmaction - INFO - Epoch [90][600/3757] lr: 1.000e-04, eta: 5:31:29, time: 0.243, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8250, loss_cls: 1.6033, loss: 1.6033, grad_norm: 4.7876 2021-01-31 00:53:39,243 - mmaction - INFO - Epoch [90][620/3757] lr: 1.000e-04, eta: 5:31:19, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8203, loss_cls: 1.6114, loss: 1.6114, grad_norm: 4.6906 2021-01-31 00:53:44,560 - mmaction - INFO - Epoch [90][640/3757] lr: 1.000e-04, eta: 5:31:08, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6559, loss: 1.6559, grad_norm: 4.8012 2021-01-31 00:53:50,319 - mmaction - INFO - Epoch [90][660/3757] lr: 1.000e-04, eta: 5:30:58, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8227, loss_cls: 1.6160, loss: 1.6160, grad_norm: 4.6372 2021-01-31 00:53:55,370 - mmaction - INFO - Epoch [90][680/3757] lr: 1.000e-04, eta: 5:30:48, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8055, loss_cls: 1.6862, loss: 1.6862, grad_norm: 4.9163 2021-01-31 00:54:00,778 - mmaction - INFO - Epoch [90][700/3757] lr: 1.000e-04, eta: 5:30:37, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8133, loss_cls: 1.6744, loss: 1.6744, grad_norm: 4.9501 2021-01-31 00:54:06,008 - mmaction - INFO - Epoch [90][720/3757] lr: 1.000e-04, eta: 5:30:27, time: 0.262, data_time: 0.004, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.6260, loss: 1.6260, grad_norm: 4.8057 2021-01-31 00:54:12,092 - mmaction - INFO - Epoch [90][740/3757] lr: 1.000e-04, eta: 5:30:17, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8219, loss_cls: 1.5993, loss: 1.5993, grad_norm: 4.7666 2021-01-31 00:54:18,166 - mmaction - INFO - Epoch [90][760/3757] lr: 1.000e-04, eta: 5:30:07, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8367, loss_cls: 1.5566, loss: 1.5566, grad_norm: 4.6923 2021-01-31 00:54:23,606 - mmaction - INFO - Epoch [90][780/3757] lr: 1.000e-04, eta: 5:29:56, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.6909, loss: 1.6909, grad_norm: 4.8751 2021-01-31 00:54:28,783 - mmaction - INFO - Epoch [90][800/3757] lr: 1.000e-04, eta: 5:29:46, time: 0.259, data_time: 0.003, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8305, loss_cls: 1.6106, loss: 1.6106, grad_norm: 4.7665 2021-01-31 00:54:34,577 - mmaction - INFO - Epoch [90][820/3757] lr: 1.000e-04, eta: 5:29:36, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6359, top5_acc: 0.8344, loss_cls: 1.5263, loss: 1.5263, grad_norm: 4.7429 2021-01-31 00:54:40,024 - mmaction - INFO - Epoch [90][840/3757] lr: 1.000e-04, eta: 5:29:26, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8320, loss_cls: 1.6089, loss: 1.6089, grad_norm: 4.8058 2021-01-31 00:54:45,440 - mmaction - INFO - Epoch [90][860/3757] lr: 1.000e-04, eta: 5:29:15, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8297, loss_cls: 1.5824, loss: 1.5824, grad_norm: 4.8317 2021-01-31 00:54:50,816 - mmaction - INFO - Epoch [90][880/3757] lr: 1.000e-04, eta: 5:29:05, time: 0.269, data_time: 0.004, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8148, loss_cls: 1.5976, loss: 1.5976, grad_norm: 4.8104 2021-01-31 00:54:56,560 - mmaction - INFO - Epoch [90][900/3757] lr: 1.000e-04, eta: 5:28:55, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8352, loss_cls: 1.5425, loss: 1.5425, grad_norm: 4.8054 2021-01-31 00:55:01,478 - mmaction - INFO - Epoch [90][920/3757] lr: 1.000e-04, eta: 5:28:44, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5661, loss: 1.5661, grad_norm: 4.6928 2021-01-31 00:55:07,074 - mmaction - INFO - Epoch [90][940/3757] lr: 1.000e-04, eta: 5:28:34, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8164, loss_cls: 1.6346, loss: 1.6346, grad_norm: 4.8295 2021-01-31 00:55:12,701 - mmaction - INFO - Epoch [90][960/3757] lr: 1.000e-04, eta: 5:28:24, time: 0.281, data_time: 0.004, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8203, loss_cls: 1.6617, loss: 1.6617, grad_norm: 4.9278 2021-01-31 00:55:18,062 - mmaction - INFO - Epoch [90][980/3757] lr: 1.000e-04, eta: 5:28:14, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.7969, loss_cls: 1.7468, loss: 1.7468, grad_norm: 4.9820 2021-01-31 00:55:23,412 - mmaction - INFO - Epoch [90][1000/3757] lr: 1.000e-04, eta: 5:28:03, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6159, loss: 1.6159, grad_norm: 4.8811 2021-01-31 00:55:29,198 - mmaction - INFO - Epoch [90][1020/3757] lr: 1.000e-04, eta: 5:27:53, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.6741, loss: 1.6741, grad_norm: 4.8553 2021-01-31 00:55:35,259 - mmaction - INFO - Epoch [90][1040/3757] lr: 1.000e-04, eta: 5:27:43, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8133, loss_cls: 1.6568, loss: 1.6568, grad_norm: 4.8241 2021-01-31 00:55:40,366 - mmaction - INFO - Epoch [90][1060/3757] lr: 1.000e-04, eta: 5:27:32, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8164, loss_cls: 1.6485, loss: 1.6485, grad_norm: 4.8626 2021-01-31 00:55:46,815 - mmaction - INFO - Epoch [90][1080/3757] lr: 1.000e-04, eta: 5:27:22, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8258, loss_cls: 1.6270, loss: 1.6270, grad_norm: 4.8063 2021-01-31 00:55:52,648 - mmaction - INFO - Epoch [90][1100/3757] lr: 1.000e-04, eta: 5:27:12, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8211, loss_cls: 1.5504, loss: 1.5504, grad_norm: 4.5769 2021-01-31 00:55:59,045 - mmaction - INFO - Epoch [90][1120/3757] lr: 1.000e-04, eta: 5:27:02, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.5961, loss: 1.5961, grad_norm: 4.7419 2021-01-31 00:56:04,077 - mmaction - INFO - Epoch [90][1140/3757] lr: 1.000e-04, eta: 5:26:52, time: 0.252, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8359, loss_cls: 1.5700, loss: 1.5700, grad_norm: 4.7442 2021-01-31 00:56:09,772 - mmaction - INFO - Epoch [90][1160/3757] lr: 1.000e-04, eta: 5:26:41, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8211, loss_cls: 1.6378, loss: 1.6378, grad_norm: 4.8157 2021-01-31 00:56:15,998 - mmaction - INFO - Epoch [90][1180/3757] lr: 1.000e-04, eta: 5:26:31, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8070, loss_cls: 1.7217, loss: 1.7217, grad_norm: 4.9177 2021-01-31 00:56:21,567 - mmaction - INFO - Epoch [90][1200/3757] lr: 1.000e-04, eta: 5:26:21, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.6570, loss: 1.6570, grad_norm: 4.8908 2021-01-31 00:56:27,359 - mmaction - INFO - Epoch [90][1220/3757] lr: 1.000e-04, eta: 5:26:11, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8289, loss_cls: 1.6030, loss: 1.6030, grad_norm: 4.8204 2021-01-31 00:56:33,426 - mmaction - INFO - Epoch [90][1240/3757] lr: 1.000e-04, eta: 5:26:00, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.6037, loss: 1.6037, grad_norm: 4.8127 2021-01-31 00:56:39,617 - mmaction - INFO - Epoch [90][1260/3757] lr: 1.000e-04, eta: 5:25:50, time: 0.309, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8156, loss_cls: 1.6342, loss: 1.6342, grad_norm: 4.8708 2021-01-31 00:56:45,558 - mmaction - INFO - Epoch [90][1280/3757] lr: 1.000e-04, eta: 5:25:40, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8164, loss_cls: 1.6196, loss: 1.6196, grad_norm: 4.7792 2021-01-31 00:56:51,876 - mmaction - INFO - Epoch [90][1300/3757] lr: 1.000e-04, eta: 5:25:30, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8117, loss_cls: 1.6025, loss: 1.6025, grad_norm: 4.6815 2021-01-31 00:56:57,867 - mmaction - INFO - Epoch [90][1320/3757] lr: 1.000e-04, eta: 5:25:20, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8016, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.0068 2021-01-31 00:57:03,007 - mmaction - INFO - Epoch [90][1340/3757] lr: 1.000e-04, eta: 5:25:09, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8273, loss_cls: 1.6156, loss: 1.6156, grad_norm: 4.7600 2021-01-31 00:57:08,808 - mmaction - INFO - Epoch [90][1360/3757] lr: 1.000e-04, eta: 5:24:59, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6899, loss: 1.6899, grad_norm: 4.8157 2021-01-31 00:57:14,489 - mmaction - INFO - Epoch [90][1380/3757] lr: 1.000e-04, eta: 5:24:49, time: 0.285, data_time: 0.005, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8102, loss_cls: 1.6652, loss: 1.6652, grad_norm: 4.8126 2021-01-31 00:57:20,955 - mmaction - INFO - Epoch [90][1400/3757] lr: 1.000e-04, eta: 5:24:39, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.6769, loss: 1.6769, grad_norm: 4.8482 2021-01-31 00:57:26,561 - mmaction - INFO - Epoch [90][1420/3757] lr: 1.000e-04, eta: 5:24:29, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.0007 2021-01-31 00:57:32,576 - mmaction - INFO - Epoch [90][1440/3757] lr: 1.000e-04, eta: 5:24:18, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8227, loss_cls: 1.6156, loss: 1.6156, grad_norm: 4.8479 2021-01-31 00:57:38,074 - mmaction - INFO - Epoch [90][1460/3757] lr: 1.000e-04, eta: 5:24:08, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8117, loss_cls: 1.6664, loss: 1.6664, grad_norm: 4.7820 2021-01-31 00:57:44,060 - mmaction - INFO - Epoch [90][1480/3757] lr: 1.000e-04, eta: 5:23:58, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6438, top5_acc: 0.8305, loss_cls: 1.4981, loss: 1.4981, grad_norm: 4.6276 2021-01-31 00:57:50,148 - mmaction - INFO - Epoch [90][1500/3757] lr: 1.000e-04, eta: 5:23:48, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8133, loss_cls: 1.6436, loss: 1.6436, grad_norm: 4.8094 2021-01-31 00:57:56,426 - mmaction - INFO - Epoch [90][1520/3757] lr: 1.000e-04, eta: 5:23:37, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.6654, loss: 1.6654, grad_norm: 4.9114 2021-01-31 00:58:01,872 - mmaction - INFO - Epoch [90][1540/3757] lr: 1.000e-04, eta: 5:23:27, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.6543, loss: 1.6543, grad_norm: 4.8982 2021-01-31 00:58:07,720 - mmaction - INFO - Epoch [90][1560/3757] lr: 1.000e-04, eta: 5:23:17, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8203, loss_cls: 1.6039, loss: 1.6039, grad_norm: 4.8491 2021-01-31 00:58:13,193 - mmaction - INFO - Epoch [90][1580/3757] lr: 1.000e-04, eta: 5:23:07, time: 0.274, data_time: 0.003, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8258, loss_cls: 1.5916, loss: 1.5916, grad_norm: 4.7199 2021-01-31 00:58:18,853 - mmaction - INFO - Epoch [90][1600/3757] lr: 1.000e-04, eta: 5:22:57, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8344, loss_cls: 1.5394, loss: 1.5394, grad_norm: 4.6872 2021-01-31 00:58:25,161 - mmaction - INFO - Epoch [90][1620/3757] lr: 1.000e-04, eta: 5:22:46, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8180, loss_cls: 1.6077, loss: 1.6077, grad_norm: 4.8274 2021-01-31 00:58:31,052 - mmaction - INFO - Epoch [90][1640/3757] lr: 1.000e-04, eta: 5:22:36, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.5302, loss: 1.5302, grad_norm: 4.6601 2021-01-31 00:58:37,042 - mmaction - INFO - Epoch [90][1660/3757] lr: 1.000e-04, eta: 5:22:26, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8289, loss_cls: 1.6258, loss: 1.6258, grad_norm: 4.7975 2021-01-31 00:58:43,138 - mmaction - INFO - Epoch [90][1680/3757] lr: 1.000e-04, eta: 5:22:16, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8227, loss_cls: 1.6598, loss: 1.6598, grad_norm: 4.8802 2021-01-31 00:58:48,487 - mmaction - INFO - Epoch [90][1700/3757] lr: 1.000e-04, eta: 5:22:05, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6271, loss: 1.6271, grad_norm: 4.7277 2021-01-31 00:58:54,553 - mmaction - INFO - Epoch [90][1720/3757] lr: 1.000e-04, eta: 5:21:55, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.6248, loss: 1.6248, grad_norm: 4.8356 2021-01-31 00:59:00,650 - mmaction - INFO - Epoch [90][1740/3757] lr: 1.000e-04, eta: 5:21:45, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.6382, loss: 1.6382, grad_norm: 4.7119 2021-01-31 00:59:06,921 - mmaction - INFO - Epoch [90][1760/3757] lr: 1.000e-04, eta: 5:21:35, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8133, loss_cls: 1.6412, loss: 1.6412, grad_norm: 4.8471 2021-01-31 00:59:13,336 - mmaction - INFO - Epoch [90][1780/3757] lr: 1.000e-04, eta: 5:21:25, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8391, loss_cls: 1.6107, loss: 1.6107, grad_norm: 4.8393 2021-01-31 00:59:18,656 - mmaction - INFO - Epoch [90][1800/3757] lr: 1.000e-04, eta: 5:21:15, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8180, loss_cls: 1.6806, loss: 1.6806, grad_norm: 4.8363 2021-01-31 00:59:24,865 - mmaction - INFO - Epoch [90][1820/3757] lr: 1.000e-04, eta: 5:21:04, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.5953, loss: 1.5953, grad_norm: 4.7517 2021-01-31 00:59:30,950 - mmaction - INFO - Epoch [90][1840/3757] lr: 1.000e-04, eta: 5:20:54, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8094, loss_cls: 1.6897, loss: 1.6897, grad_norm: 4.7422 2021-01-31 00:59:36,656 - mmaction - INFO - Epoch [90][1860/3757] lr: 1.000e-04, eta: 5:20:44, time: 0.287, data_time: 0.004, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.6021, loss: 1.6021, grad_norm: 4.7145 2021-01-31 00:59:42,218 - mmaction - INFO - Epoch [90][1880/3757] lr: 1.000e-04, eta: 5:20:34, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8344, loss_cls: 1.6327, loss: 1.6327, grad_norm: 4.8677 2021-01-31 00:59:47,793 - mmaction - INFO - Epoch [90][1900/3757] lr: 1.000e-04, eta: 5:20:23, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8117, loss_cls: 1.6741, loss: 1.6741, grad_norm: 4.9533 2021-01-31 00:59:53,835 - mmaction - INFO - Epoch [90][1920/3757] lr: 1.000e-04, eta: 5:20:13, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8305, loss_cls: 1.5771, loss: 1.5771, grad_norm: 4.7056 2021-01-31 00:59:59,708 - mmaction - INFO - Epoch [90][1940/3757] lr: 1.000e-04, eta: 5:20:03, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8180, loss_cls: 1.5823, loss: 1.5823, grad_norm: 4.7104 2021-01-31 01:00:05,883 - mmaction - INFO - Epoch [90][1960/3757] lr: 1.000e-04, eta: 5:19:53, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8195, loss_cls: 1.5829, loss: 1.5829, grad_norm: 4.7381 2021-01-31 01:00:12,248 - mmaction - INFO - Epoch [90][1980/3757] lr: 1.000e-04, eta: 5:19:43, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8047, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.9837 2021-01-31 01:00:17,403 - mmaction - INFO - Epoch [90][2000/3757] lr: 1.000e-04, eta: 5:19:32, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.6463, loss: 1.6463, grad_norm: 4.8498 2021-01-31 01:00:23,315 - mmaction - INFO - Epoch [90][2020/3757] lr: 1.000e-04, eta: 5:19:22, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8164, loss_cls: 1.6115, loss: 1.6115, grad_norm: 4.7274 2021-01-31 01:00:29,207 - mmaction - INFO - Epoch [90][2040/3757] lr: 1.000e-04, eta: 5:19:12, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7992, loss_cls: 1.8009, loss: 1.8009, grad_norm: 4.9963 2021-01-31 01:00:35,107 - mmaction - INFO - Epoch [90][2060/3757] lr: 1.000e-04, eta: 5:19:02, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6673, loss: 1.6673, grad_norm: 4.7655 2021-01-31 01:00:41,067 - mmaction - INFO - Epoch [90][2080/3757] lr: 1.000e-04, eta: 5:18:52, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8125, loss_cls: 1.6369, loss: 1.6369, grad_norm: 4.7795 2021-01-31 01:00:47,055 - mmaction - INFO - Epoch [90][2100/3757] lr: 1.000e-04, eta: 5:18:41, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8078, loss_cls: 1.6891, loss: 1.6891, grad_norm: 4.7882 2021-01-31 01:00:53,113 - mmaction - INFO - Epoch [90][2120/3757] lr: 1.000e-04, eta: 5:18:31, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8102, loss_cls: 1.6629, loss: 1.6629, grad_norm: 4.8571 2021-01-31 01:00:58,658 - mmaction - INFO - Epoch [90][2140/3757] lr: 1.000e-04, eta: 5:18:21, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.6010, loss: 1.6010, grad_norm: 4.7494 2021-01-31 01:01:04,938 - mmaction - INFO - Epoch [90][2160/3757] lr: 1.000e-04, eta: 5:18:11, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8117, loss_cls: 1.6201, loss: 1.6201, grad_norm: 4.8479 2021-01-31 01:01:10,940 - mmaction - INFO - Epoch [90][2180/3757] lr: 1.000e-04, eta: 5:18:01, time: 0.300, data_time: 0.005, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8313, loss_cls: 1.6485, loss: 1.6485, grad_norm: 4.7611 2021-01-31 01:01:16,392 - mmaction - INFO - Epoch [90][2200/3757] lr: 1.000e-04, eta: 5:17:50, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8195, loss_cls: 1.6512, loss: 1.6512, grad_norm: 4.9534 2021-01-31 01:01:22,310 - mmaction - INFO - Epoch [90][2220/3757] lr: 1.000e-04, eta: 5:17:40, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8297, loss_cls: 1.5789, loss: 1.5789, grad_norm: 4.7630 2021-01-31 01:01:28,440 - mmaction - INFO - Epoch [90][2240/3757] lr: 1.000e-04, eta: 5:17:30, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8281, loss_cls: 1.6076, loss: 1.6076, grad_norm: 4.8376 2021-01-31 01:01:34,275 - mmaction - INFO - Epoch [90][2260/3757] lr: 1.000e-04, eta: 5:17:20, time: 0.292, data_time: 0.004, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8313, loss_cls: 1.5784, loss: 1.5784, grad_norm: 4.6697 2021-01-31 01:01:39,769 - mmaction - INFO - Epoch [90][2280/3757] lr: 1.000e-04, eta: 5:17:10, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8016, loss_cls: 1.7278, loss: 1.7278, grad_norm: 4.8912 2021-01-31 01:01:46,051 - mmaction - INFO - Epoch [90][2300/3757] lr: 1.000e-04, eta: 5:17:00, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8344, loss_cls: 1.5403, loss: 1.5403, grad_norm: 4.7718 2021-01-31 01:01:52,214 - mmaction - INFO - Epoch [90][2320/3757] lr: 1.000e-04, eta: 5:16:49, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8289, loss_cls: 1.5862, loss: 1.5862, grad_norm: 4.7502 2021-01-31 01:01:57,734 - mmaction - INFO - Epoch [90][2340/3757] lr: 1.000e-04, eta: 5:16:39, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8258, loss_cls: 1.6101, loss: 1.6101, grad_norm: 4.7277 2021-01-31 01:02:04,194 - mmaction - INFO - Epoch [90][2360/3757] lr: 1.000e-04, eta: 5:16:29, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8227, loss_cls: 1.6433, loss: 1.6433, grad_norm: 4.8740 2021-01-31 01:02:09,945 - mmaction - INFO - Epoch [90][2380/3757] lr: 1.000e-04, eta: 5:16:19, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8141, loss_cls: 1.6367, loss: 1.6367, grad_norm: 4.7867 2021-01-31 01:02:15,728 - mmaction - INFO - Epoch [90][2400/3757] lr: 1.000e-04, eta: 5:16:09, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8336, loss_cls: 1.6175, loss: 1.6175, grad_norm: 4.8659 2021-01-31 01:02:21,965 - mmaction - INFO - Epoch [90][2420/3757] lr: 1.000e-04, eta: 5:15:58, time: 0.312, data_time: 0.003, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8055, loss_cls: 1.6983, loss: 1.6983, grad_norm: 4.7934 2021-01-31 01:02:27,425 - mmaction - INFO - Epoch [90][2440/3757] lr: 1.000e-04, eta: 5:15:48, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8094, loss_cls: 1.6936, loss: 1.6936, grad_norm: 4.8802 2021-01-31 01:02:32,053 - mmaction - INFO - Epoch [90][2460/3757] lr: 1.000e-04, eta: 5:15:38, time: 0.231, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.6858, loss: 1.6858, grad_norm: 4.8185 2021-01-31 01:02:37,475 - mmaction - INFO - Epoch [90][2480/3757] lr: 1.000e-04, eta: 5:15:28, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8242, loss_cls: 1.6190, loss: 1.6190, grad_norm: 4.8032 2021-01-31 01:02:43,618 - mmaction - INFO - Epoch [90][2500/3757] lr: 1.000e-04, eta: 5:15:17, time: 0.310, data_time: 0.006, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8102, loss_cls: 1.7038, loss: 1.7038, grad_norm: 4.9286 2021-01-31 01:02:49,213 - mmaction - INFO - Epoch [90][2520/3757] lr: 1.000e-04, eta: 5:15:07, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.5760, loss: 1.5760, grad_norm: 4.7310 2021-01-31 01:02:55,905 - mmaction - INFO - Epoch [90][2540/3757] lr: 1.000e-04, eta: 5:14:57, time: 0.335, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8289, loss_cls: 1.6231, loss: 1.6231, grad_norm: 4.7882 2021-01-31 01:03:02,047 - mmaction - INFO - Epoch [90][2560/3757] lr: 1.000e-04, eta: 5:14:47, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8070, loss_cls: 1.6650, loss: 1.6650, grad_norm: 4.8310 2021-01-31 01:03:07,950 - mmaction - INFO - Epoch [90][2580/3757] lr: 1.000e-04, eta: 5:14:37, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8211, loss_cls: 1.5915, loss: 1.5915, grad_norm: 4.7331 2021-01-31 01:03:13,389 - mmaction - INFO - Epoch [90][2600/3757] lr: 1.000e-04, eta: 5:14:27, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8180, loss_cls: 1.5699, loss: 1.5699, grad_norm: 4.6898 2021-01-31 01:03:19,150 - mmaction - INFO - Epoch [90][2620/3757] lr: 1.000e-04, eta: 5:14:16, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.7937, loss_cls: 1.8014, loss: 1.8014, grad_norm: 4.9128 2021-01-31 01:03:25,657 - mmaction - INFO - Epoch [90][2640/3757] lr: 1.000e-04, eta: 5:14:06, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8195, loss_cls: 1.6403, loss: 1.6403, grad_norm: 4.8448 2021-01-31 01:03:30,845 - mmaction - INFO - Epoch [90][2660/3757] lr: 1.000e-04, eta: 5:13:56, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8109, loss_cls: 1.6912, loss: 1.6912, grad_norm: 4.8893 2021-01-31 01:03:36,853 - mmaction - INFO - Epoch [90][2680/3757] lr: 1.000e-04, eta: 5:13:46, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6466, loss: 1.6466, grad_norm: 4.9088 2021-01-31 01:03:42,457 - mmaction - INFO - Epoch [90][2700/3757] lr: 1.000e-04, eta: 5:13:36, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8250, loss_cls: 1.6205, loss: 1.6205, grad_norm: 4.7771 2021-01-31 01:03:48,214 - mmaction - INFO - Epoch [90][2720/3757] lr: 1.000e-04, eta: 5:13:25, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6218, loss: 1.6218, grad_norm: 4.7503 2021-01-31 01:03:54,243 - mmaction - INFO - Epoch [90][2740/3757] lr: 1.000e-04, eta: 5:13:15, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8313, loss_cls: 1.5515, loss: 1.5515, grad_norm: 4.7291 2021-01-31 01:04:00,339 - mmaction - INFO - Epoch [90][2760/3757] lr: 1.000e-04, eta: 5:13:05, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.7743 2021-01-31 01:04:06,064 - mmaction - INFO - Epoch [90][2780/3757] lr: 1.000e-04, eta: 5:12:55, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8180, loss_cls: 1.6637, loss: 1.6637, grad_norm: 4.7265 2021-01-31 01:04:11,657 - mmaction - INFO - Epoch [90][2800/3757] lr: 1.000e-04, eta: 5:12:45, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8109, loss_cls: 1.6814, loss: 1.6814, grad_norm: 4.9010 2021-01-31 01:04:17,533 - mmaction - INFO - Epoch [90][2820/3757] lr: 1.000e-04, eta: 5:12:34, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8391, loss_cls: 1.5693, loss: 1.5693, grad_norm: 4.6848 2021-01-31 01:04:23,917 - mmaction - INFO - Epoch [90][2840/3757] lr: 1.000e-04, eta: 5:12:24, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8203, loss_cls: 1.6794, loss: 1.6794, grad_norm: 4.9260 2021-01-31 01:04:29,892 - mmaction - INFO - Epoch [90][2860/3757] lr: 1.000e-04, eta: 5:12:14, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8250, loss_cls: 1.6676, loss: 1.6676, grad_norm: 4.9129 2021-01-31 01:04:35,056 - mmaction - INFO - Epoch [90][2880/3757] lr: 1.000e-04, eta: 5:12:04, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.5721, loss: 1.5721, grad_norm: 4.8281 2021-01-31 01:04:41,401 - mmaction - INFO - Epoch [90][2900/3757] lr: 1.000e-04, eta: 5:11:54, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8055, loss_cls: 1.6663, loss: 1.6663, grad_norm: 4.8390 2021-01-31 01:04:47,151 - mmaction - INFO - Epoch [90][2920/3757] lr: 1.000e-04, eta: 5:11:44, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.6970, loss: 1.6970, grad_norm: 4.8844 2021-01-31 01:04:53,182 - mmaction - INFO - Epoch [90][2940/3757] lr: 1.000e-04, eta: 5:11:33, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.6609, loss: 1.6609, grad_norm: 4.8316 2021-01-31 01:04:59,409 - mmaction - INFO - Epoch [90][2960/3757] lr: 1.000e-04, eta: 5:11:23, time: 0.312, data_time: 0.004, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8031, loss_cls: 1.6572, loss: 1.6572, grad_norm: 4.7802 2021-01-31 01:05:05,719 - mmaction - INFO - Epoch [90][2980/3757] lr: 1.000e-04, eta: 5:11:13, time: 0.315, data_time: 0.000, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8125, loss_cls: 1.6950, loss: 1.6950, grad_norm: 4.7829 2021-01-31 01:05:11,975 - mmaction - INFO - Epoch [90][3000/3757] lr: 1.000e-04, eta: 5:11:03, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8008, loss_cls: 1.7099, loss: 1.7099, grad_norm: 4.7963 2021-01-31 01:05:18,292 - mmaction - INFO - Epoch [90][3020/3757] lr: 1.000e-04, eta: 5:10:53, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8383, loss_cls: 1.5362, loss: 1.5362, grad_norm: 4.6284 2021-01-31 01:05:23,971 - mmaction - INFO - Epoch [90][3040/3757] lr: 1.000e-04, eta: 5:10:43, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5714, loss: 1.5714, grad_norm: 4.7002 2021-01-31 01:05:30,108 - mmaction - INFO - Epoch [90][3060/3757] lr: 1.000e-04, eta: 5:10:33, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6675, loss: 1.6675, grad_norm: 4.8375 2021-01-31 01:05:35,233 - mmaction - INFO - Epoch [90][3080/3757] lr: 1.000e-04, eta: 5:10:22, time: 0.256, data_time: 0.004, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8242, loss_cls: 1.6270, loss: 1.6270, grad_norm: 4.8413 2021-01-31 01:05:41,359 - mmaction - INFO - Epoch [90][3100/3757] lr: 1.000e-04, eta: 5:10:12, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6798, loss: 1.6798, grad_norm: 4.7592 2021-01-31 01:05:46,859 - mmaction - INFO - Epoch [90][3120/3757] lr: 1.000e-04, eta: 5:10:02, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8203, loss_cls: 1.6393, loss: 1.6393, grad_norm: 4.7716 2021-01-31 01:05:52,583 - mmaction - INFO - Epoch [90][3140/3757] lr: 1.000e-04, eta: 5:09:52, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.6836, loss: 1.6836, grad_norm: 4.9338 2021-01-31 01:05:58,609 - mmaction - INFO - Epoch [90][3160/3757] lr: 1.000e-04, eta: 5:09:42, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8219, loss_cls: 1.6384, loss: 1.6384, grad_norm: 4.8051 2021-01-31 01:06:04,794 - mmaction - INFO - Epoch [90][3180/3757] lr: 1.000e-04, eta: 5:09:31, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8367, loss_cls: 1.5704, loss: 1.5704, grad_norm: 4.7695 2021-01-31 01:06:10,449 - mmaction - INFO - Epoch [90][3200/3757] lr: 1.000e-04, eta: 5:09:21, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.6342, loss: 1.6342, grad_norm: 4.8770 2021-01-31 01:06:16,433 - mmaction - INFO - Epoch [90][3220/3757] lr: 1.000e-04, eta: 5:09:11, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8258, loss_cls: 1.5882, loss: 1.5882, grad_norm: 4.8723 2021-01-31 01:06:22,247 - mmaction - INFO - Epoch [90][3240/3757] lr: 1.000e-04, eta: 5:09:01, time: 0.291, data_time: 0.005, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8438, loss_cls: 1.5104, loss: 1.5104, grad_norm: 4.6554 2021-01-31 01:06:27,829 - mmaction - INFO - Epoch [90][3260/3757] lr: 1.000e-04, eta: 5:08:51, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8328, loss_cls: 1.5825, loss: 1.5825, grad_norm: 4.8114 2021-01-31 01:06:33,592 - mmaction - INFO - Epoch [90][3280/3757] lr: 1.000e-04, eta: 5:08:40, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8172, loss_cls: 1.6502, loss: 1.6502, grad_norm: 4.8151 2021-01-31 01:06:39,477 - mmaction - INFO - Epoch [90][3300/3757] lr: 1.000e-04, eta: 5:08:30, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8250, loss_cls: 1.6007, loss: 1.6007, grad_norm: 4.8428 2021-01-31 01:06:45,282 - mmaction - INFO - Epoch [90][3320/3757] lr: 1.000e-04, eta: 5:08:20, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8422, loss_cls: 1.5594, loss: 1.5594, grad_norm: 4.8556 2021-01-31 01:06:51,978 - mmaction - INFO - Epoch [90][3340/3757] lr: 1.000e-04, eta: 5:08:10, time: 0.335, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8313, loss_cls: 1.6388, loss: 1.6388, grad_norm: 4.8264 2021-01-31 01:06:57,653 - mmaction - INFO - Epoch [90][3360/3757] lr: 1.000e-04, eta: 5:08:00, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8258, loss_cls: 1.6468, loss: 1.6468, grad_norm: 4.9160 2021-01-31 01:07:03,874 - mmaction - INFO - Epoch [90][3380/3757] lr: 1.000e-04, eta: 5:07:50, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8242, loss_cls: 1.6133, loss: 1.6133, grad_norm: 4.8459 2021-01-31 01:07:10,093 - mmaction - INFO - Epoch [90][3400/3757] lr: 1.000e-04, eta: 5:07:40, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.7233, loss: 1.7233, grad_norm: 4.8263 2021-01-31 01:07:15,885 - mmaction - INFO - Epoch [90][3420/3757] lr: 1.000e-04, eta: 5:07:29, time: 0.289, data_time: 0.000, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8109, loss_cls: 1.7651, loss: 1.7651, grad_norm: 5.0602 2021-01-31 01:07:21,571 - mmaction - INFO - Epoch [90][3440/3757] lr: 1.000e-04, eta: 5:07:19, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8258, loss_cls: 1.6302, loss: 1.6302, grad_norm: 4.8078 2021-01-31 01:07:27,730 - mmaction - INFO - Epoch [90][3460/3757] lr: 1.000e-04, eta: 5:07:09, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.6953, loss: 1.6953, grad_norm: 4.8799 2021-01-31 01:07:33,920 - mmaction - INFO - Epoch [90][3480/3757] lr: 1.000e-04, eta: 5:06:59, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.6345, loss: 1.6345, grad_norm: 4.7986 2021-01-31 01:07:39,603 - mmaction - INFO - Epoch [90][3500/3757] lr: 1.000e-04, eta: 5:06:49, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8187, loss_cls: 1.5714, loss: 1.5714, grad_norm: 4.7187 2021-01-31 01:07:45,393 - mmaction - INFO - Epoch [90][3520/3757] lr: 1.000e-04, eta: 5:06:39, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8164, loss_cls: 1.6332, loss: 1.6332, grad_norm: 4.7929 2021-01-31 01:07:51,124 - mmaction - INFO - Epoch [90][3540/3757] lr: 1.000e-04, eta: 5:06:28, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8172, loss_cls: 1.6566, loss: 1.6566, grad_norm: 4.7669 2021-01-31 01:07:56,469 - mmaction - INFO - Epoch [90][3560/3757] lr: 1.000e-04, eta: 5:06:18, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8266, loss_cls: 1.5996, loss: 1.5996, grad_norm: 4.7965 2021-01-31 01:08:02,671 - mmaction - INFO - Epoch [90][3580/3757] lr: 1.000e-04, eta: 5:06:08, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.6749, loss: 1.6749, grad_norm: 4.8729 2021-01-31 01:08:07,957 - mmaction - INFO - Epoch [90][3600/3757] lr: 1.000e-04, eta: 5:05:58, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8242, loss_cls: 1.6674, loss: 1.6674, grad_norm: 4.9393 2021-01-31 01:08:14,649 - mmaction - INFO - Epoch [90][3620/3757] lr: 1.000e-04, eta: 5:05:48, time: 0.335, data_time: 0.004, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.6590, loss: 1.6590, grad_norm: 4.8015 2021-01-31 01:08:21,155 - mmaction - INFO - Epoch [90][3640/3757] lr: 1.000e-04, eta: 5:05:38, time: 0.325, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8258, loss_cls: 1.6234, loss: 1.6234, grad_norm: 4.8737 2021-01-31 01:08:27,072 - mmaction - INFO - Epoch [90][3660/3757] lr: 1.000e-04, eta: 5:05:28, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8125, loss_cls: 1.6534, loss: 1.6534, grad_norm: 4.8118 2021-01-31 01:08:32,826 - mmaction - INFO - Epoch [90][3680/3757] lr: 1.000e-04, eta: 5:05:17, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8328, loss_cls: 1.6041, loss: 1.6041, grad_norm: 4.7710 2021-01-31 01:08:38,699 - mmaction - INFO - Epoch [90][3700/3757] lr: 1.000e-04, eta: 5:05:07, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8133, loss_cls: 1.7406, loss: 1.7406, grad_norm: 4.9645 2021-01-31 01:08:44,344 - mmaction - INFO - Epoch [90][3720/3757] lr: 1.000e-04, eta: 5:04:57, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8133, loss_cls: 1.7310, loss: 1.7310, grad_norm: 4.8411 2021-01-31 01:08:50,030 - mmaction - INFO - Epoch [90][3740/3757] lr: 1.000e-04, eta: 5:04:47, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.5879, loss: 1.5879, grad_norm: 4.6807 2021-01-31 01:09:10,114 - mmaction - INFO - Saving checkpoint at 90 epochs 2021-01-31 01:20:39,845 - mmaction - INFO - Epoch [91][20/3757] lr: 1.000e-04, eta: 5:05:43, time: 34.473, data_time: 34.112, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8273, loss_cls: 1.6181, loss: 1.6181, grad_norm: 4.7756 2021-01-31 01:20:44,115 - mmaction - INFO - Epoch [91][40/3757] lr: 1.000e-04, eta: 5:05:33, time: 0.217, data_time: 0.007, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8203, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.8943 2021-01-31 01:20:48,340 - mmaction - INFO - Epoch [91][60/3757] lr: 1.000e-04, eta: 5:05:23, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.7421, loss: 1.7421, grad_norm: 4.9001 2021-01-31 01:20:52,463 - mmaction - INFO - Epoch [91][80/3757] lr: 1.000e-04, eta: 5:05:12, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8359, loss_cls: 1.5762, loss: 1.5762, grad_norm: 4.7984 2021-01-31 01:20:56,814 - mmaction - INFO - Epoch [91][100/3757] lr: 1.000e-04, eta: 5:05:02, time: 0.218, data_time: 0.003, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8117, loss_cls: 1.6892, loss: 1.6892, grad_norm: 4.8923 2021-01-31 01:21:00,992 - mmaction - INFO - Epoch [91][120/3757] lr: 1.000e-04, eta: 5:04:51, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8070, loss_cls: 1.7000, loss: 1.7000, grad_norm: 4.8221 2021-01-31 01:21:05,267 - mmaction - INFO - Epoch [91][140/3757] lr: 1.000e-04, eta: 5:04:41, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8484, loss_cls: 1.5567, loss: 1.5567, grad_norm: 4.7415 2021-01-31 01:21:09,444 - mmaction - INFO - Epoch [91][160/3757] lr: 1.000e-04, eta: 5:04:31, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8359, loss_cls: 1.5448, loss: 1.5448, grad_norm: 4.8204 2021-01-31 01:21:13,659 - mmaction - INFO - Epoch [91][180/3757] lr: 1.000e-04, eta: 5:04:20, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5258, loss: 1.5258, grad_norm: 4.7120 2021-01-31 01:21:17,966 - mmaction - INFO - Epoch [91][200/3757] lr: 1.000e-04, eta: 5:04:10, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.5204, loss: 1.5204, grad_norm: 4.7407 2021-01-31 01:21:22,088 - mmaction - INFO - Epoch [91][220/3757] lr: 1.000e-04, eta: 5:04:00, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8289, loss_cls: 1.5522, loss: 1.5522, grad_norm: 4.6770 2021-01-31 01:21:26,461 - mmaction - INFO - Epoch [91][240/3757] lr: 1.000e-04, eta: 5:03:49, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.6367, top5_acc: 0.8266, loss_cls: 1.5905, loss: 1.5905, grad_norm: 4.8371 2021-01-31 01:21:30,770 - mmaction - INFO - Epoch [91][260/3757] lr: 1.000e-04, eta: 5:03:39, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.7186, loss: 1.7186, grad_norm: 4.8494 2021-01-31 01:21:35,181 - mmaction - INFO - Epoch [91][280/3757] lr: 1.000e-04, eta: 5:03:28, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8266, loss_cls: 1.5316, loss: 1.5316, grad_norm: 4.7852 2021-01-31 01:21:39,552 - mmaction - INFO - Epoch [91][300/3757] lr: 1.000e-04, eta: 5:03:18, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8117, loss_cls: 1.5971, loss: 1.5971, grad_norm: 4.7877 2021-01-31 01:21:43,915 - mmaction - INFO - Epoch [91][320/3757] lr: 1.000e-04, eta: 5:03:08, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5957, loss: 1.5957, grad_norm: 4.8739 2021-01-31 01:21:48,209 - mmaction - INFO - Epoch [91][340/3757] lr: 1.000e-04, eta: 5:02:57, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8227, loss_cls: 1.6091, loss: 1.6091, grad_norm: 4.8019 2021-01-31 01:21:52,521 - mmaction - INFO - Epoch [91][360/3757] lr: 1.000e-04, eta: 5:02:47, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6745, loss: 1.6745, grad_norm: 4.8969 2021-01-31 01:21:56,875 - mmaction - INFO - Epoch [91][380/3757] lr: 1.000e-04, eta: 5:02:37, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8172, loss_cls: 1.6160, loss: 1.6160, grad_norm: 4.8230 2021-01-31 01:22:01,275 - mmaction - INFO - Epoch [91][400/3757] lr: 1.000e-04, eta: 5:02:26, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8344, loss_cls: 1.6140, loss: 1.6140, grad_norm: 4.9147 2021-01-31 01:22:05,811 - mmaction - INFO - Epoch [91][420/3757] lr: 1.000e-04, eta: 5:02:16, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8227, loss_cls: 1.6391, loss: 1.6391, grad_norm: 4.9743 2021-01-31 01:22:10,127 - mmaction - INFO - Epoch [91][440/3757] lr: 1.000e-04, eta: 5:02:06, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8352, loss_cls: 1.5535, loss: 1.5535, grad_norm: 4.6429 2021-01-31 01:22:14,693 - mmaction - INFO - Epoch [91][460/3757] lr: 1.000e-04, eta: 5:01:55, time: 0.228, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7073, loss: 1.7073, grad_norm: 4.9768 2021-01-31 01:22:19,800 - mmaction - INFO - Epoch [91][480/3757] lr: 1.000e-04, eta: 5:01:45, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.6520, loss: 1.6520, grad_norm: 4.8402 2021-01-31 01:22:24,239 - mmaction - INFO - Epoch [91][500/3757] lr: 1.000e-04, eta: 5:01:35, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8148, loss_cls: 1.6497, loss: 1.6497, grad_norm: 4.7644 2021-01-31 01:22:28,899 - mmaction - INFO - Epoch [91][520/3757] lr: 1.000e-04, eta: 5:01:24, time: 0.233, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.6107, loss: 1.6107, grad_norm: 4.7390 2021-01-31 01:22:33,355 - mmaction - INFO - Epoch [91][540/3757] lr: 1.000e-04, eta: 5:01:14, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8461, loss_cls: 1.4909, loss: 1.4909, grad_norm: 4.7406 2021-01-31 01:22:37,965 - mmaction - INFO - Epoch [91][560/3757] lr: 1.000e-04, eta: 5:01:04, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8320, loss_cls: 1.5483, loss: 1.5483, grad_norm: 4.7972 2021-01-31 01:22:42,547 - mmaction - INFO - Epoch [91][580/3757] lr: 1.000e-04, eta: 5:00:53, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.5518, loss: 1.5518, grad_norm: 4.7911 2021-01-31 01:22:47,391 - mmaction - INFO - Epoch [91][600/3757] lr: 1.000e-04, eta: 5:00:43, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8422, loss_cls: 1.5565, loss: 1.5565, grad_norm: 4.6936 2021-01-31 01:22:52,222 - mmaction - INFO - Epoch [91][620/3757] lr: 1.000e-04, eta: 5:00:33, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8187, loss_cls: 1.6303, loss: 1.6303, grad_norm: 4.8628 2021-01-31 01:22:57,926 - mmaction - INFO - Epoch [91][640/3757] lr: 1.000e-04, eta: 5:00:23, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8180, loss_cls: 1.6160, loss: 1.6160, grad_norm: 4.8878 2021-01-31 01:23:02,986 - mmaction - INFO - Epoch [91][660/3757] lr: 1.000e-04, eta: 5:00:12, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8266, loss_cls: 1.6076, loss: 1.6076, grad_norm: 4.8102 2021-01-31 01:23:08,127 - mmaction - INFO - Epoch [91][680/3757] lr: 1.000e-04, eta: 5:00:02, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8016, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.8849 2021-01-31 01:23:14,305 - mmaction - INFO - Epoch [91][700/3757] lr: 1.000e-04, eta: 4:59:52, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5557, loss: 1.5557, grad_norm: 4.7533 2021-01-31 01:23:19,206 - mmaction - INFO - Epoch [91][720/3757] lr: 1.000e-04, eta: 4:59:42, time: 0.245, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.7025, loss: 1.7025, grad_norm: 4.9170 2021-01-31 01:23:24,729 - mmaction - INFO - Epoch [91][740/3757] lr: 1.000e-04, eta: 4:59:31, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8055, loss_cls: 1.7242, loss: 1.7242, grad_norm: 4.9776 2021-01-31 01:23:30,485 - mmaction - INFO - Epoch [91][760/3757] lr: 1.000e-04, eta: 4:59:21, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6624, loss: 1.6624, grad_norm: 4.8911 2021-01-31 01:23:35,800 - mmaction - INFO - Epoch [91][780/3757] lr: 1.000e-04, eta: 4:59:11, time: 0.266, data_time: 0.005, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.7311, loss: 1.7311, grad_norm: 4.9563 2021-01-31 01:23:41,370 - mmaction - INFO - Epoch [91][800/3757] lr: 1.000e-04, eta: 4:59:01, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.6066, loss: 1.6066, grad_norm: 4.7491 2021-01-31 01:23:46,881 - mmaction - INFO - Epoch [91][820/3757] lr: 1.000e-04, eta: 4:58:51, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8172, loss_cls: 1.6174, loss: 1.6174, grad_norm: 4.7577 2021-01-31 01:23:52,216 - mmaction - INFO - Epoch [91][840/3757] lr: 1.000e-04, eta: 4:58:40, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8172, loss_cls: 1.6428, loss: 1.6428, grad_norm: 4.8369 2021-01-31 01:23:58,351 - mmaction - INFO - Epoch [91][860/3757] lr: 1.000e-04, eta: 4:58:30, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8320, loss_cls: 1.6071, loss: 1.6071, grad_norm: 4.8955 2021-01-31 01:24:04,199 - mmaction - INFO - Epoch [91][880/3757] lr: 1.000e-04, eta: 4:58:20, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8211, loss_cls: 1.6540, loss: 1.6540, grad_norm: 4.9549 2021-01-31 01:24:09,805 - mmaction - INFO - Epoch [91][900/3757] lr: 1.000e-04, eta: 4:58:10, time: 0.280, data_time: 0.005, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8203, loss_cls: 1.6359, loss: 1.6359, grad_norm: 4.9310 2021-01-31 01:24:15,284 - mmaction - INFO - Epoch [91][920/3757] lr: 1.000e-04, eta: 4:58:00, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8141, loss_cls: 1.6378, loss: 1.6378, grad_norm: 4.8568 2021-01-31 01:24:20,716 - mmaction - INFO - Epoch [91][940/3757] lr: 1.000e-04, eta: 4:57:49, time: 0.271, data_time: 0.004, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8430, loss_cls: 1.4898, loss: 1.4898, grad_norm: 4.6454 2021-01-31 01:24:26,854 - mmaction - INFO - Epoch [91][960/3757] lr: 1.000e-04, eta: 4:57:39, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5442, loss: 1.5442, grad_norm: 4.7299 2021-01-31 01:24:33,060 - mmaction - INFO - Epoch [91][980/3757] lr: 1.000e-04, eta: 4:57:29, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7516, loss: 1.7516, grad_norm: 4.8815 2021-01-31 01:24:38,515 - mmaction - INFO - Epoch [91][1000/3757] lr: 1.000e-04, eta: 4:57:19, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8055, loss_cls: 1.7463, loss: 1.7463, grad_norm: 4.9305 2021-01-31 01:24:44,622 - mmaction - INFO - Epoch [91][1020/3757] lr: 1.000e-04, eta: 4:57:09, time: 0.305, data_time: 0.004, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8281, loss_cls: 1.5927, loss: 1.5927, grad_norm: 4.7628 2021-01-31 01:24:50,289 - mmaction - INFO - Epoch [91][1040/3757] lr: 1.000e-04, eta: 4:56:58, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8094, loss_cls: 1.6893, loss: 1.6893, grad_norm: 4.8794 2021-01-31 01:24:56,102 - mmaction - INFO - Epoch [91][1060/3757] lr: 1.000e-04, eta: 4:56:48, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6484, loss: 1.6484, grad_norm: 4.9192 2021-01-31 01:25:01,890 - mmaction - INFO - Epoch [91][1080/3757] lr: 1.000e-04, eta: 4:56:38, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5402, loss: 1.5402, grad_norm: 4.6011 2021-01-31 01:25:08,275 - mmaction - INFO - Epoch [91][1100/3757] lr: 1.000e-04, eta: 4:56:28, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8141, loss_cls: 1.6139, loss: 1.6139, grad_norm: 4.7814 2021-01-31 01:25:13,723 - mmaction - INFO - Epoch [91][1120/3757] lr: 1.000e-04, eta: 4:56:18, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8023, loss_cls: 1.6942, loss: 1.6942, grad_norm: 4.7933 2021-01-31 01:25:19,883 - mmaction - INFO - Epoch [91][1140/3757] lr: 1.000e-04, eta: 4:56:08, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8102, loss_cls: 1.7232, loss: 1.7232, grad_norm: 4.9178 2021-01-31 01:25:25,418 - mmaction - INFO - Epoch [91][1160/3757] lr: 1.000e-04, eta: 4:55:57, time: 0.277, data_time: 0.004, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8336, loss_cls: 1.5786, loss: 1.5786, grad_norm: 4.7986 2021-01-31 01:25:30,522 - mmaction - INFO - Epoch [91][1180/3757] lr: 1.000e-04, eta: 4:55:47, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8305, loss_cls: 1.5745, loss: 1.5745, grad_norm: 4.6775 2021-01-31 01:25:36,607 - mmaction - INFO - Epoch [91][1200/3757] lr: 1.000e-04, eta: 4:55:37, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.5885, loss: 1.5885, grad_norm: 4.7790 2021-01-31 01:25:42,656 - mmaction - INFO - Epoch [91][1220/3757] lr: 1.000e-04, eta: 4:55:27, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8156, loss_cls: 1.6895, loss: 1.6895, grad_norm: 4.9463 2021-01-31 01:25:48,641 - mmaction - INFO - Epoch [91][1240/3757] lr: 1.000e-04, eta: 4:55:17, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.7509, loss: 1.7509, grad_norm: 5.0163 2021-01-31 01:25:53,905 - mmaction - INFO - Epoch [91][1260/3757] lr: 1.000e-04, eta: 4:55:06, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.7992, loss_cls: 1.7756, loss: 1.7756, grad_norm: 5.0094 2021-01-31 01:25:59,787 - mmaction - INFO - Epoch [91][1280/3757] lr: 1.000e-04, eta: 4:54:56, time: 0.295, data_time: 0.005, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8227, loss_cls: 1.6555, loss: 1.6555, grad_norm: 4.7900 2021-01-31 01:26:05,883 - mmaction - INFO - Epoch [91][1300/3757] lr: 1.000e-04, eta: 4:54:46, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8164, loss_cls: 1.6053, loss: 1.6053, grad_norm: 4.7597 2021-01-31 01:26:12,127 - mmaction - INFO - Epoch [91][1320/3757] lr: 1.000e-04, eta: 4:54:36, time: 0.312, data_time: 0.005, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8234, loss_cls: 1.5921, loss: 1.5921, grad_norm: 4.8271 2021-01-31 01:26:18,473 - mmaction - INFO - Epoch [91][1340/3757] lr: 1.000e-04, eta: 4:54:26, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8164, loss_cls: 1.6564, loss: 1.6564, grad_norm: 4.8653 2021-01-31 01:26:24,609 - mmaction - INFO - Epoch [91][1360/3757] lr: 1.000e-04, eta: 4:54:16, time: 0.307, data_time: 0.003, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8109, loss_cls: 1.7206, loss: 1.7206, grad_norm: 4.9360 2021-01-31 01:26:30,549 - mmaction - INFO - Epoch [91][1380/3757] lr: 1.000e-04, eta: 4:54:06, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.6994, loss: 1.6994, grad_norm: 4.9548 2021-01-31 01:26:35,773 - mmaction - INFO - Epoch [91][1400/3757] lr: 1.000e-04, eta: 4:53:55, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8117, loss_cls: 1.6622, loss: 1.6622, grad_norm: 4.9039 2021-01-31 01:26:41,748 - mmaction - INFO - Epoch [91][1420/3757] lr: 1.000e-04, eta: 4:53:45, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8344, loss_cls: 1.5953, loss: 1.5953, grad_norm: 4.7588 2021-01-31 01:26:47,814 - mmaction - INFO - Epoch [91][1440/3757] lr: 1.000e-04, eta: 4:53:35, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5338, loss: 1.5338, grad_norm: 4.6791 2021-01-31 01:26:53,192 - mmaction - INFO - Epoch [91][1460/3757] lr: 1.000e-04, eta: 4:53:25, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8289, loss_cls: 1.6231, loss: 1.6231, grad_norm: 4.8478 2021-01-31 01:26:59,334 - mmaction - INFO - Epoch [91][1480/3757] lr: 1.000e-04, eta: 4:53:15, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8023, loss_cls: 1.6825, loss: 1.6825, grad_norm: 4.8021 2021-01-31 01:27:05,129 - mmaction - INFO - Epoch [91][1500/3757] lr: 1.000e-04, eta: 4:53:05, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8133, loss_cls: 1.6447, loss: 1.6447, grad_norm: 4.9177 2021-01-31 01:27:11,672 - mmaction - INFO - Epoch [91][1520/3757] lr: 1.000e-04, eta: 4:52:54, time: 0.327, data_time: 0.003, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7475, loss: 1.7475, grad_norm: 4.9452 2021-01-31 01:27:17,923 - mmaction - INFO - Epoch [91][1540/3757] lr: 1.000e-04, eta: 4:52:44, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8195, loss_cls: 1.6339, loss: 1.6339, grad_norm: 4.8181 2021-01-31 01:27:24,361 - mmaction - INFO - Epoch [91][1560/3757] lr: 1.000e-04, eta: 4:52:34, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8078, loss_cls: 1.6651, loss: 1.6651, grad_norm: 4.8042 2021-01-31 01:27:29,928 - mmaction - INFO - Epoch [91][1580/3757] lr: 1.000e-04, eta: 4:52:24, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8148, loss_cls: 1.6461, loss: 1.6461, grad_norm: 4.8021 2021-01-31 01:27:35,218 - mmaction - INFO - Epoch [91][1600/3757] lr: 1.000e-04, eta: 4:52:14, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 1.4851, loss: 1.4851, grad_norm: 4.6263 2021-01-31 01:27:41,553 - mmaction - INFO - Epoch [91][1620/3757] lr: 1.000e-04, eta: 4:52:04, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8258, loss_cls: 1.5921, loss: 1.5921, grad_norm: 4.9019 2021-01-31 01:27:47,679 - mmaction - INFO - Epoch [91][1640/3757] lr: 1.000e-04, eta: 4:51:54, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8211, loss_cls: 1.6432, loss: 1.6432, grad_norm: 4.7736 2021-01-31 01:27:53,297 - mmaction - INFO - Epoch [91][1660/3757] lr: 1.000e-04, eta: 4:51:43, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8102, loss_cls: 1.6567, loss: 1.6567, grad_norm: 4.8099 2021-01-31 01:27:59,664 - mmaction - INFO - Epoch [91][1680/3757] lr: 1.000e-04, eta: 4:51:33, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8281, loss_cls: 1.6606, loss: 1.6606, grad_norm: 4.8901 2021-01-31 01:28:05,576 - mmaction - INFO - Epoch [91][1700/3757] lr: 1.000e-04, eta: 4:51:23, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8234, loss_cls: 1.6260, loss: 1.6260, grad_norm: 4.8018 2021-01-31 01:28:11,421 - mmaction - INFO - Epoch [91][1720/3757] lr: 1.000e-04, eta: 4:51:13, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8070, loss_cls: 1.6828, loss: 1.6828, grad_norm: 4.9020 2021-01-31 01:28:17,629 - mmaction - INFO - Epoch [91][1740/3757] lr: 1.000e-04, eta: 4:51:03, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8328, loss_cls: 1.5781, loss: 1.5781, grad_norm: 4.8457 2021-01-31 01:28:23,222 - mmaction - INFO - Epoch [91][1760/3757] lr: 1.000e-04, eta: 4:50:53, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5711, loss: 1.5711, grad_norm: 4.6636 2021-01-31 01:28:29,518 - mmaction - INFO - Epoch [91][1780/3757] lr: 1.000e-04, eta: 4:50:43, time: 0.314, data_time: 0.005, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8070, loss_cls: 1.6026, loss: 1.6026, grad_norm: 4.7515 2021-01-31 01:28:35,773 - mmaction - INFO - Epoch [91][1800/3757] lr: 1.000e-04, eta: 4:50:32, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.5871, loss: 1.5871, grad_norm: 4.8436 2021-01-31 01:28:41,388 - mmaction - INFO - Epoch [91][1820/3757] lr: 1.000e-04, eta: 4:50:22, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.6393, loss: 1.6393, grad_norm: 4.8286 2021-01-31 01:28:47,948 - mmaction - INFO - Epoch [91][1840/3757] lr: 1.000e-04, eta: 4:50:12, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8234, loss_cls: 1.6551, loss: 1.6551, grad_norm: 4.9324 2021-01-31 01:28:54,353 - mmaction - INFO - Epoch [91][1860/3757] lr: 1.000e-04, eta: 4:50:02, time: 0.320, data_time: 0.005, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8313, loss_cls: 1.5672, loss: 1.5672, grad_norm: 4.7860 2021-01-31 01:29:00,224 - mmaction - INFO - Epoch [91][1880/3757] lr: 1.000e-04, eta: 4:49:52, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8250, loss_cls: 1.5720, loss: 1.5720, grad_norm: 4.6844 2021-01-31 01:29:05,855 - mmaction - INFO - Epoch [91][1900/3757] lr: 1.000e-04, eta: 4:49:42, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8164, loss_cls: 1.5763, loss: 1.5763, grad_norm: 4.6837 2021-01-31 01:29:11,837 - mmaction - INFO - Epoch [91][1920/3757] lr: 1.000e-04, eta: 4:49:32, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8320, loss_cls: 1.5636, loss: 1.5636, grad_norm: 4.7681 2021-01-31 01:29:18,285 - mmaction - INFO - Epoch [91][1940/3757] lr: 1.000e-04, eta: 4:49:21, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.6541, loss: 1.6541, grad_norm: 4.8868 2021-01-31 01:29:24,529 - mmaction - INFO - Epoch [91][1960/3757] lr: 1.000e-04, eta: 4:49:11, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6893, loss: 1.6893, grad_norm: 4.8774 2021-01-31 01:29:30,419 - mmaction - INFO - Epoch [91][1980/3757] lr: 1.000e-04, eta: 4:49:01, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8266, loss_cls: 1.6360, loss: 1.6360, grad_norm: 4.8758 2021-01-31 01:29:36,461 - mmaction - INFO - Epoch [91][2000/3757] lr: 1.000e-04, eta: 4:48:51, time: 0.302, data_time: 0.004, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8055, loss_cls: 1.6706, loss: 1.6706, grad_norm: 4.7341 2021-01-31 01:29:42,696 - mmaction - INFO - Epoch [91][2020/3757] lr: 1.000e-04, eta: 4:48:41, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7977, loss_cls: 1.7447, loss: 1.7447, grad_norm: 5.0406 2021-01-31 01:29:48,704 - mmaction - INFO - Epoch [91][2040/3757] lr: 1.000e-04, eta: 4:48:31, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.6145, loss: 1.6145, grad_norm: 4.9081 2021-01-31 01:29:55,041 - mmaction - INFO - Epoch [91][2060/3757] lr: 1.000e-04, eta: 4:48:21, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.6210, loss: 1.6210, grad_norm: 4.8602 2021-01-31 01:30:00,975 - mmaction - INFO - Epoch [91][2080/3757] lr: 1.000e-04, eta: 4:48:11, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8258, loss_cls: 1.6151, loss: 1.6151, grad_norm: 4.8348 2021-01-31 01:30:07,623 - mmaction - INFO - Epoch [91][2100/3757] lr: 1.000e-04, eta: 4:48:01, time: 0.334, data_time: 0.004, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8398, loss_cls: 1.5782, loss: 1.5782, grad_norm: 4.7905 2021-01-31 01:30:13,530 - mmaction - INFO - Epoch [91][2120/3757] lr: 1.000e-04, eta: 4:47:50, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7065, loss: 1.7065, grad_norm: 4.8853 2021-01-31 01:30:19,155 - mmaction - INFO - Epoch [91][2140/3757] lr: 1.000e-04, eta: 4:47:40, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.6698, loss: 1.6698, grad_norm: 4.9307 2021-01-31 01:30:25,020 - mmaction - INFO - Epoch [91][2160/3757] lr: 1.000e-04, eta: 4:47:30, time: 0.294, data_time: 0.005, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.7039, loss: 1.7039, grad_norm: 4.8630 2021-01-31 01:30:31,108 - mmaction - INFO - Epoch [91][2180/3757] lr: 1.000e-04, eta: 4:47:20, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8148, loss_cls: 1.6495, loss: 1.6495, grad_norm: 4.8315 2021-01-31 01:30:37,076 - mmaction - INFO - Epoch [91][2200/3757] lr: 1.000e-04, eta: 4:47:10, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8281, loss_cls: 1.5661, loss: 1.5661, grad_norm: 4.8018 2021-01-31 01:30:43,063 - mmaction - INFO - Epoch [91][2220/3757] lr: 1.000e-04, eta: 4:47:00, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8313, loss_cls: 1.5875, loss: 1.5875, grad_norm: 4.8241 2021-01-31 01:30:49,380 - mmaction - INFO - Epoch [91][2240/3757] lr: 1.000e-04, eta: 4:46:50, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.6360, loss: 1.6360, grad_norm: 4.7807 2021-01-31 01:30:55,146 - mmaction - INFO - Epoch [91][2260/3757] lr: 1.000e-04, eta: 4:46:39, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8344, loss_cls: 1.5257, loss: 1.5257, grad_norm: 4.7299 2021-01-31 01:31:01,049 - mmaction - INFO - Epoch [91][2280/3757] lr: 1.000e-04, eta: 4:46:29, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6645, loss: 1.6645, grad_norm: 4.8254 2021-01-31 01:31:06,776 - mmaction - INFO - Epoch [91][2300/3757] lr: 1.000e-04, eta: 4:46:19, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8219, loss_cls: 1.5815, loss: 1.5815, grad_norm: 4.6751 2021-01-31 01:31:12,322 - mmaction - INFO - Epoch [91][2320/3757] lr: 1.000e-04, eta: 4:46:09, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8117, loss_cls: 1.5913, loss: 1.5913, grad_norm: 4.7917 2021-01-31 01:31:18,462 - mmaction - INFO - Epoch [91][2340/3757] lr: 1.000e-04, eta: 4:45:59, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8047, loss_cls: 1.6615, loss: 1.6615, grad_norm: 4.9288 2021-01-31 01:31:25,394 - mmaction - INFO - Epoch [91][2360/3757] lr: 1.000e-04, eta: 4:45:49, time: 0.346, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8109, loss_cls: 1.5874, loss: 1.5874, grad_norm: 4.6453 2021-01-31 01:31:32,184 - mmaction - INFO - Epoch [91][2380/3757] lr: 1.000e-04, eta: 4:45:39, time: 0.339, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8391, loss_cls: 1.5677, loss: 1.5677, grad_norm: 4.7908 2021-01-31 01:31:38,900 - mmaction - INFO - Epoch [91][2400/3757] lr: 1.000e-04, eta: 4:45:29, time: 0.336, data_time: 0.003, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8250, loss_cls: 1.6176, loss: 1.6176, grad_norm: 4.7775 2021-01-31 01:31:44,908 - mmaction - INFO - Epoch [91][2420/3757] lr: 1.000e-04, eta: 4:45:19, time: 0.300, data_time: 0.003, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8484, loss_cls: 1.4976, loss: 1.4976, grad_norm: 4.7982 2021-01-31 01:31:50,436 - mmaction - INFO - Epoch [91][2440/3757] lr: 1.000e-04, eta: 4:45:08, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.6793, loss: 1.6793, grad_norm: 4.9748 2021-01-31 01:31:56,385 - mmaction - INFO - Epoch [91][2460/3757] lr: 1.000e-04, eta: 4:44:58, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8164, loss_cls: 1.7240, loss: 1.7240, grad_norm: 4.9628 2021-01-31 01:32:02,579 - mmaction - INFO - Epoch [91][2480/3757] lr: 1.000e-04, eta: 4:44:48, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8203, loss_cls: 1.6251, loss: 1.6251, grad_norm: 4.7300 2021-01-31 01:32:09,179 - mmaction - INFO - Epoch [91][2500/3757] lr: 1.000e-04, eta: 4:44:38, time: 0.328, data_time: 0.000, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8195, loss_cls: 1.6745, loss: 1.6745, grad_norm: 4.8782 2021-01-31 01:32:14,606 - mmaction - INFO - Epoch [91][2520/3757] lr: 1.000e-04, eta: 4:44:28, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.6860, loss: 1.6860, grad_norm: 4.9455 2021-01-31 01:32:20,652 - mmaction - INFO - Epoch [91][2540/3757] lr: 1.000e-04, eta: 4:44:18, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8234, loss_cls: 1.6152, loss: 1.6152, grad_norm: 4.9104 2021-01-31 01:32:26,641 - mmaction - INFO - Epoch [91][2560/3757] lr: 1.000e-04, eta: 4:44:08, time: 0.300, data_time: 0.005, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.6814, loss: 1.6814, grad_norm: 4.9146 2021-01-31 01:32:32,557 - mmaction - INFO - Epoch [91][2580/3757] lr: 1.000e-04, eta: 4:43:58, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8344, loss_cls: 1.5470, loss: 1.5470, grad_norm: 4.7865 2021-01-31 01:32:38,205 - mmaction - INFO - Epoch [91][2600/3757] lr: 1.000e-04, eta: 4:43:47, time: 0.283, data_time: 0.004, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.6894, loss: 1.6894, grad_norm: 4.8629 2021-01-31 01:32:44,475 - mmaction - INFO - Epoch [91][2620/3757] lr: 1.000e-04, eta: 4:43:37, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6367, top5_acc: 0.8281, loss_cls: 1.5703, loss: 1.5703, grad_norm: 4.6802 2021-01-31 01:32:50,257 - mmaction - INFO - Epoch [91][2640/3757] lr: 1.000e-04, eta: 4:43:27, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8031, loss_cls: 1.7119, loss: 1.7119, grad_norm: 4.9022 2021-01-31 01:32:57,086 - mmaction - INFO - Epoch [91][2660/3757] lr: 1.000e-04, eta: 4:43:17, time: 0.342, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8070, loss_cls: 1.6815, loss: 1.6815, grad_norm: 4.9447 2021-01-31 01:33:02,536 - mmaction - INFO - Epoch [91][2680/3757] lr: 1.000e-04, eta: 4:43:07, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.6352, top5_acc: 0.8187, loss_cls: 1.5861, loss: 1.5861, grad_norm: 4.8470 2021-01-31 01:33:08,824 - mmaction - INFO - Epoch [91][2700/3757] lr: 1.000e-04, eta: 4:42:57, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.6216, loss: 1.6216, grad_norm: 4.8668 2021-01-31 01:33:15,263 - mmaction - INFO - Epoch [91][2720/3757] lr: 1.000e-04, eta: 4:42:47, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8180, loss_cls: 1.6488, loss: 1.6488, grad_norm: 4.9160 2021-01-31 01:33:21,018 - mmaction - INFO - Epoch [91][2740/3757] lr: 1.000e-04, eta: 4:42:37, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8148, loss_cls: 1.6415, loss: 1.6415, grad_norm: 4.8610 2021-01-31 01:33:27,022 - mmaction - INFO - Epoch [91][2760/3757] lr: 1.000e-04, eta: 4:42:27, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.7685, loss: 1.7685, grad_norm: 4.9975 2021-01-31 01:33:32,976 - mmaction - INFO - Epoch [91][2780/3757] lr: 1.000e-04, eta: 4:42:16, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8328, loss_cls: 1.6144, loss: 1.6144, grad_norm: 4.7714 2021-01-31 01:33:39,677 - mmaction - INFO - Epoch [91][2800/3757] lr: 1.000e-04, eta: 4:42:06, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8297, loss_cls: 1.5551, loss: 1.5551, grad_norm: 4.7855 2021-01-31 01:33:45,720 - mmaction - INFO - Epoch [91][2820/3757] lr: 1.000e-04, eta: 4:41:56, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.7099, loss: 1.7099, grad_norm: 4.9737 2021-01-31 01:33:51,697 - mmaction - INFO - Epoch [91][2840/3757] lr: 1.000e-04, eta: 4:41:46, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6447, loss: 1.6447, grad_norm: 4.8624 2021-01-31 01:33:58,446 - mmaction - INFO - Epoch [91][2860/3757] lr: 1.000e-04, eta: 4:41:36, time: 0.338, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.6556, loss: 1.6556, grad_norm: 4.9071 2021-01-31 01:34:04,534 - mmaction - INFO - Epoch [91][2880/3757] lr: 1.000e-04, eta: 4:41:26, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6428, loss: 1.6428, grad_norm: 4.7551 2021-01-31 01:34:10,739 - mmaction - INFO - Epoch [91][2900/3757] lr: 1.000e-04, eta: 4:41:16, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6508, loss: 1.6508, grad_norm: 4.9318 2021-01-31 01:34:16,582 - mmaction - INFO - Epoch [91][2920/3757] lr: 1.000e-04, eta: 4:41:06, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8195, loss_cls: 1.6355, loss: 1.6355, grad_norm: 4.8584 2021-01-31 01:34:22,392 - mmaction - INFO - Epoch [91][2940/3757] lr: 1.000e-04, eta: 4:40:56, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8055, loss_cls: 1.7353, loss: 1.7353, grad_norm: 5.0898 2021-01-31 01:34:28,045 - mmaction - INFO - Epoch [91][2960/3757] lr: 1.000e-04, eta: 4:40:45, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8039, loss_cls: 1.7138, loss: 1.7138, grad_norm: 4.9328 2021-01-31 01:34:34,017 - mmaction - INFO - Epoch [91][2980/3757] lr: 1.000e-04, eta: 4:40:35, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8125, loss_cls: 1.6329, loss: 1.6329, grad_norm: 4.6780 2021-01-31 01:34:40,503 - mmaction - INFO - Epoch [91][3000/3757] lr: 1.000e-04, eta: 4:40:25, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.6740, loss: 1.6740, grad_norm: 4.7994 2021-01-31 01:34:46,334 - mmaction - INFO - Epoch [91][3020/3757] lr: 1.000e-04, eta: 4:40:15, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8211, loss_cls: 1.5885, loss: 1.5885, grad_norm: 4.6687 2021-01-31 01:34:52,708 - mmaction - INFO - Epoch [91][3040/3757] lr: 1.000e-04, eta: 4:40:05, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.6845, loss: 1.6845, grad_norm: 4.8424 2021-01-31 01:34:59,032 - mmaction - INFO - Epoch [91][3060/3757] lr: 1.000e-04, eta: 4:39:55, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8187, loss_cls: 1.6190, loss: 1.6190, grad_norm: 4.7738 2021-01-31 01:35:04,503 - mmaction - INFO - Epoch [91][3080/3757] lr: 1.000e-04, eta: 4:39:45, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.8780 2021-01-31 01:35:11,119 - mmaction - INFO - Epoch [91][3100/3757] lr: 1.000e-04, eta: 4:39:35, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8023, loss_cls: 1.6869, loss: 1.6869, grad_norm: 4.9236 2021-01-31 01:35:17,545 - mmaction - INFO - Epoch [91][3120/3757] lr: 1.000e-04, eta: 4:39:25, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6431, loss: 1.6431, grad_norm: 4.8769 2021-01-31 01:35:23,299 - mmaction - INFO - Epoch [91][3140/3757] lr: 1.000e-04, eta: 4:39:15, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8094, loss_cls: 1.6663, loss: 1.6663, grad_norm: 4.8981 2021-01-31 01:35:29,960 - mmaction - INFO - Epoch [91][3160/3757] lr: 1.000e-04, eta: 4:39:05, time: 0.333, data_time: 0.004, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8070, loss_cls: 1.6537, loss: 1.6537, grad_norm: 4.7803 2021-01-31 01:35:36,336 - mmaction - INFO - Epoch [91][3180/3757] lr: 1.000e-04, eta: 4:38:54, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8211, loss_cls: 1.6934, loss: 1.6934, grad_norm: 4.9062 2021-01-31 01:35:42,043 - mmaction - INFO - Epoch [91][3200/3757] lr: 1.000e-04, eta: 4:38:44, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8039, loss_cls: 1.6862, loss: 1.6862, grad_norm: 4.8530 2021-01-31 01:35:48,042 - mmaction - INFO - Epoch [91][3220/3757] lr: 1.000e-04, eta: 4:38:34, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7937, loss_cls: 1.7515, loss: 1.7515, grad_norm: 4.8810 2021-01-31 01:35:54,406 - mmaction - INFO - Epoch [91][3240/3757] lr: 1.000e-04, eta: 4:38:24, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8203, loss_cls: 1.6108, loss: 1.6108, grad_norm: 4.7801 2021-01-31 01:36:00,465 - mmaction - INFO - Epoch [91][3260/3757] lr: 1.000e-04, eta: 4:38:14, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8133, loss_cls: 1.6296, loss: 1.6296, grad_norm: 4.8372 2021-01-31 01:36:06,218 - mmaction - INFO - Epoch [91][3280/3757] lr: 1.000e-04, eta: 4:38:04, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.5905, loss: 1.5905, grad_norm: 4.8016 2021-01-31 01:36:12,122 - mmaction - INFO - Epoch [91][3300/3757] lr: 1.000e-04, eta: 4:37:54, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8195, loss_cls: 1.6368, loss: 1.6368, grad_norm: 4.7841 2021-01-31 01:36:17,937 - mmaction - INFO - Epoch [91][3320/3757] lr: 1.000e-04, eta: 4:37:44, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8266, loss_cls: 1.6584, loss: 1.6584, grad_norm: 4.9009 2021-01-31 01:36:23,873 - mmaction - INFO - Epoch [91][3340/3757] lr: 1.000e-04, eta: 4:37:34, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.5240, loss: 1.5240, grad_norm: 4.7742 2021-01-31 01:36:29,683 - mmaction - INFO - Epoch [91][3360/3757] lr: 1.000e-04, eta: 4:37:23, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8164, loss_cls: 1.6675, loss: 1.6675, grad_norm: 4.8848 2021-01-31 01:36:35,531 - mmaction - INFO - Epoch [91][3380/3757] lr: 1.000e-04, eta: 4:37:13, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8250, loss_cls: 1.6074, loss: 1.6074, grad_norm: 4.8862 2021-01-31 01:36:41,778 - mmaction - INFO - Epoch [91][3400/3757] lr: 1.000e-04, eta: 4:37:03, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6567, loss: 1.6567, grad_norm: 4.9526 2021-01-31 01:36:48,144 - mmaction - INFO - Epoch [91][3420/3757] lr: 1.000e-04, eta: 4:36:53, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8047, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.8588 2021-01-31 01:36:54,151 - mmaction - INFO - Epoch [91][3440/3757] lr: 1.000e-04, eta: 4:36:43, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8187, loss_cls: 1.5969, loss: 1.5969, grad_norm: 4.8299 2021-01-31 01:37:00,266 - mmaction - INFO - Epoch [91][3460/3757] lr: 1.000e-04, eta: 4:36:33, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8148, loss_cls: 1.6347, loss: 1.6347, grad_norm: 4.6948 2021-01-31 01:37:06,282 - mmaction - INFO - Epoch [91][3480/3757] lr: 1.000e-04, eta: 4:36:23, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8102, loss_cls: 1.6474, loss: 1.6474, grad_norm: 4.8572 2021-01-31 01:37:11,969 - mmaction - INFO - Epoch [91][3500/3757] lr: 1.000e-04, eta: 4:36:13, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8266, loss_cls: 1.6782, loss: 1.6782, grad_norm: 4.8732 2021-01-31 01:37:17,652 - mmaction - INFO - Epoch [91][3520/3757] lr: 1.000e-04, eta: 4:36:03, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.6940, loss: 1.6940, grad_norm: 4.8014 2021-01-31 01:37:23,444 - mmaction - INFO - Epoch [91][3540/3757] lr: 1.000e-04, eta: 4:35:53, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8180, loss_cls: 1.6049, loss: 1.6049, grad_norm: 4.8871 2021-01-31 01:37:30,234 - mmaction - INFO - Epoch [91][3560/3757] lr: 1.000e-04, eta: 4:35:42, time: 0.340, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.6267, loss: 1.6267, grad_norm: 4.7763 2021-01-31 01:37:36,124 - mmaction - INFO - Epoch [91][3580/3757] lr: 1.000e-04, eta: 4:35:32, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8477, loss_cls: 1.4969, loss: 1.4969, grad_norm: 4.6336 2021-01-31 01:37:42,114 - mmaction - INFO - Epoch [91][3600/3757] lr: 1.000e-04, eta: 4:35:22, time: 0.299, data_time: 0.004, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5883, loss: 1.5883, grad_norm: 4.7145 2021-01-31 01:37:48,471 - mmaction - INFO - Epoch [91][3620/3757] lr: 1.000e-04, eta: 4:35:12, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8195, loss_cls: 1.6669, loss: 1.6669, grad_norm: 4.9343 2021-01-31 01:37:54,568 - mmaction - INFO - Epoch [91][3640/3757] lr: 1.000e-04, eta: 4:35:02, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8172, loss_cls: 1.6610, loss: 1.6610, grad_norm: 4.8396 2021-01-31 01:38:01,341 - mmaction - INFO - Epoch [91][3660/3757] lr: 1.000e-04, eta: 4:34:52, time: 0.339, data_time: 0.000, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8391, loss_cls: 1.5734, loss: 1.5734, grad_norm: 4.7920 2021-01-31 01:38:07,401 - mmaction - INFO - Epoch [91][3680/3757] lr: 1.000e-04, eta: 4:34:42, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.5867, loss: 1.5867, grad_norm: 4.7089 2021-01-31 01:38:13,339 - mmaction - INFO - Epoch [91][3700/3757] lr: 1.000e-04, eta: 4:34:32, time: 0.297, data_time: 0.005, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8313, loss_cls: 1.5590, loss: 1.5590, grad_norm: 4.7750 2021-01-31 01:38:19,457 - mmaction - INFO - Epoch [91][3720/3757] lr: 1.000e-04, eta: 4:34:22, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8219, loss_cls: 1.6689, loss: 1.6689, grad_norm: 4.8917 2021-01-31 01:38:25,383 - mmaction - INFO - Epoch [91][3740/3757] lr: 1.000e-04, eta: 4:34:12, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6208, loss: 1.6208, grad_norm: 4.8462 2021-01-31 01:38:48,056 - mmaction - INFO - Saving checkpoint at 91 epochs 2021-01-31 01:50:07,916 - mmaction - INFO - Epoch [92][20/3757] lr: 1.000e-04, eta: 4:34:59, time: 33.979, data_time: 33.641, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.6688, loss: 1.6688, grad_norm: 4.8752 2021-01-31 01:50:12,193 - mmaction - INFO - Epoch [92][40/3757] lr: 1.000e-04, eta: 4:34:49, time: 0.218, data_time: 0.007, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8086, loss_cls: 1.6930, loss: 1.6930, grad_norm: 4.8916 2021-01-31 01:50:16,449 - mmaction - INFO - Epoch [92][60/3757] lr: 1.000e-04, eta: 4:34:39, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8086, loss_cls: 1.6381, loss: 1.6381, grad_norm: 4.8053 2021-01-31 01:50:20,631 - mmaction - INFO - Epoch [92][80/3757] lr: 1.000e-04, eta: 4:34:28, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.6176, loss: 1.6176, grad_norm: 4.8581 2021-01-31 01:50:24,769 - mmaction - INFO - Epoch [92][100/3757] lr: 1.000e-04, eta: 4:34:18, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8078, loss_cls: 1.6434, loss: 1.6434, grad_norm: 4.6987 2021-01-31 01:50:28,919 - mmaction - INFO - Epoch [92][120/3757] lr: 1.000e-04, eta: 4:34:08, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6114, loss: 1.6114, grad_norm: 4.7880 2021-01-31 01:50:33,185 - mmaction - INFO - Epoch [92][140/3757] lr: 1.000e-04, eta: 4:33:57, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8383, loss_cls: 1.5889, loss: 1.5889, grad_norm: 4.8262 2021-01-31 01:50:37,380 - mmaction - INFO - Epoch [92][160/3757] lr: 1.000e-04, eta: 4:33:47, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8078, loss_cls: 1.6775, loss: 1.6775, grad_norm: 4.9080 2021-01-31 01:50:41,711 - mmaction - INFO - Epoch [92][180/3757] lr: 1.000e-04, eta: 4:33:37, time: 0.217, data_time: 0.004, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8313, loss_cls: 1.6071, loss: 1.6071, grad_norm: 4.8552 2021-01-31 01:50:45,845 - mmaction - INFO - Epoch [92][200/3757] lr: 1.000e-04, eta: 4:33:26, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6157, loss: 1.6157, grad_norm: 4.7656 2021-01-31 01:50:50,127 - mmaction - INFO - Epoch [92][220/3757] lr: 1.000e-04, eta: 4:33:16, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8313, loss_cls: 1.6071, loss: 1.6071, grad_norm: 4.6926 2021-01-31 01:50:54,352 - mmaction - INFO - Epoch [92][240/3757] lr: 1.000e-04, eta: 4:33:06, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8070, loss_cls: 1.6929, loss: 1.6929, grad_norm: 4.8572 2021-01-31 01:50:58,514 - mmaction - INFO - Epoch [92][260/3757] lr: 1.000e-04, eta: 4:32:55, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8094, loss_cls: 1.6829, loss: 1.6829, grad_norm: 4.8389 2021-01-31 01:51:02,891 - mmaction - INFO - Epoch [92][280/3757] lr: 1.000e-04, eta: 4:32:45, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8148, loss_cls: 1.6449, loss: 1.6449, grad_norm: 4.6077 2021-01-31 01:51:07,081 - mmaction - INFO - Epoch [92][300/3757] lr: 1.000e-04, eta: 4:32:35, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8180, loss_cls: 1.6151, loss: 1.6151, grad_norm: 4.7954 2021-01-31 01:51:11,409 - mmaction - INFO - Epoch [92][320/3757] lr: 1.000e-04, eta: 4:32:25, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8164, loss_cls: 1.6298, loss: 1.6298, grad_norm: 4.8558 2021-01-31 01:51:15,520 - mmaction - INFO - Epoch [92][340/3757] lr: 1.000e-04, eta: 4:32:14, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6516, loss: 1.6516, grad_norm: 4.8655 2021-01-31 01:51:19,669 - mmaction - INFO - Epoch [92][360/3757] lr: 1.000e-04, eta: 4:32:04, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8203, loss_cls: 1.6280, loss: 1.6280, grad_norm: 4.7728 2021-01-31 01:51:24,073 - mmaction - INFO - Epoch [92][380/3757] lr: 1.000e-04, eta: 4:31:54, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.5257, loss: 1.5257, grad_norm: 4.6920 2021-01-31 01:51:28,403 - mmaction - INFO - Epoch [92][400/3757] lr: 1.000e-04, eta: 4:31:43, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8063, loss_cls: 1.7030, loss: 1.7030, grad_norm: 5.0355 2021-01-31 01:51:32,860 - mmaction - INFO - Epoch [92][420/3757] lr: 1.000e-04, eta: 4:31:33, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8328, loss_cls: 1.5363, loss: 1.5363, grad_norm: 4.7289 2021-01-31 01:51:37,230 - mmaction - INFO - Epoch [92][440/3757] lr: 1.000e-04, eta: 4:31:23, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8289, loss_cls: 1.5722, loss: 1.5722, grad_norm: 4.8103 2021-01-31 01:51:41,597 - mmaction - INFO - Epoch [92][460/3757] lr: 1.000e-04, eta: 4:31:12, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.7192, loss: 1.7192, grad_norm: 4.9203 2021-01-31 01:51:46,253 - mmaction - INFO - Epoch [92][480/3757] lr: 1.000e-04, eta: 4:31:02, time: 0.235, data_time: 0.005, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8156, loss_cls: 1.6247, loss: 1.6247, grad_norm: 4.7722 2021-01-31 01:51:51,263 - mmaction - INFO - Epoch [92][500/3757] lr: 1.000e-04, eta: 4:30:52, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8258, loss_cls: 1.5938, loss: 1.5938, grad_norm: 4.7029 2021-01-31 01:51:55,748 - mmaction - INFO - Epoch [92][520/3757] lr: 1.000e-04, eta: 4:30:42, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8359, loss_cls: 1.5706, loss: 1.5706, grad_norm: 4.7939 2021-01-31 01:52:00,606 - mmaction - INFO - Epoch [92][540/3757] lr: 1.000e-04, eta: 4:30:32, time: 0.243, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8156, loss_cls: 1.6887, loss: 1.6887, grad_norm: 4.9745 2021-01-31 01:52:05,119 - mmaction - INFO - Epoch [92][560/3757] lr: 1.000e-04, eta: 4:30:21, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8164, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.9985 2021-01-31 01:52:09,614 - mmaction - INFO - Epoch [92][580/3757] lr: 1.000e-04, eta: 4:30:11, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8133, loss_cls: 1.6606, loss: 1.6606, grad_norm: 4.6947 2021-01-31 01:52:15,421 - mmaction - INFO - Epoch [92][600/3757] lr: 1.000e-04, eta: 4:30:01, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8227, loss_cls: 1.6331, loss: 1.6331, grad_norm: 4.8862 2021-01-31 01:52:20,474 - mmaction - INFO - Epoch [92][620/3757] lr: 1.000e-04, eta: 4:29:51, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8117, loss_cls: 1.6384, loss: 1.6384, grad_norm: 4.7873 2021-01-31 01:52:26,047 - mmaction - INFO - Epoch [92][640/3757] lr: 1.000e-04, eta: 4:29:40, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8219, loss_cls: 1.6785, loss: 1.6785, grad_norm: 4.8137 2021-01-31 01:52:31,077 - mmaction - INFO - Epoch [92][660/3757] lr: 1.000e-04, eta: 4:29:30, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8469, loss_cls: 1.5597, loss: 1.5597, grad_norm: 4.9142 2021-01-31 01:52:36,186 - mmaction - INFO - Epoch [92][680/3757] lr: 1.000e-04, eta: 4:29:20, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8203, loss_cls: 1.6268, loss: 1.6268, grad_norm: 4.9683 2021-01-31 01:52:41,159 - mmaction - INFO - Epoch [92][700/3757] lr: 1.000e-04, eta: 4:29:10, time: 0.249, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.6335, loss: 1.6335, grad_norm: 4.8468 2021-01-31 01:52:46,288 - mmaction - INFO - Epoch [92][720/3757] lr: 1.000e-04, eta: 4:29:00, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6272, loss: 1.6272, grad_norm: 4.9045 2021-01-31 01:52:51,396 - mmaction - INFO - Epoch [92][740/3757] lr: 1.000e-04, eta: 4:28:49, time: 0.255, data_time: 0.004, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8352, loss_cls: 1.5276, loss: 1.5276, grad_norm: 4.6824 2021-01-31 01:52:56,542 - mmaction - INFO - Epoch [92][760/3757] lr: 1.000e-04, eta: 4:28:39, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8148, loss_cls: 1.6162, loss: 1.6162, grad_norm: 4.7374 2021-01-31 01:53:01,798 - mmaction - INFO - Epoch [92][780/3757] lr: 1.000e-04, eta: 4:28:29, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8266, loss_cls: 1.5502, loss: 1.5502, grad_norm: 4.7464 2021-01-31 01:53:07,340 - mmaction - INFO - Epoch [92][800/3757] lr: 1.000e-04, eta: 4:28:19, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8219, loss_cls: 1.6520, loss: 1.6520, grad_norm: 4.9670 2021-01-31 01:53:12,350 - mmaction - INFO - Epoch [92][820/3757] lr: 1.000e-04, eta: 4:28:09, time: 0.252, data_time: 0.005, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8234, loss_cls: 1.6290, loss: 1.6290, grad_norm: 4.8403 2021-01-31 01:53:18,493 - mmaction - INFO - Epoch [92][840/3757] lr: 1.000e-04, eta: 4:27:59, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6430, loss: 1.6430, grad_norm: 4.8640 2021-01-31 01:53:24,066 - mmaction - INFO - Epoch [92][860/3757] lr: 1.000e-04, eta: 4:27:48, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6664, loss: 1.6664, grad_norm: 4.9058 2021-01-31 01:53:29,532 - mmaction - INFO - Epoch [92][880/3757] lr: 1.000e-04, eta: 4:27:38, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8242, loss_cls: 1.6486, loss: 1.6486, grad_norm: 4.7969 2021-01-31 01:53:34,864 - mmaction - INFO - Epoch [92][900/3757] lr: 1.000e-04, eta: 4:27:28, time: 0.267, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8227, loss_cls: 1.6039, loss: 1.6039, grad_norm: 4.9026 2021-01-31 01:53:40,478 - mmaction - INFO - Epoch [92][920/3757] lr: 1.000e-04, eta: 4:27:18, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.7078, loss: 1.7078, grad_norm: 5.0524 2021-01-31 01:53:46,604 - mmaction - INFO - Epoch [92][940/3757] lr: 1.000e-04, eta: 4:27:08, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8055, loss_cls: 1.6892, loss: 1.6892, grad_norm: 4.8194 2021-01-31 01:53:51,798 - mmaction - INFO - Epoch [92][960/3757] lr: 1.000e-04, eta: 4:26:58, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8172, loss_cls: 1.6113, loss: 1.6113, grad_norm: 4.8114 2021-01-31 01:53:57,112 - mmaction - INFO - Epoch [92][980/3757] lr: 1.000e-04, eta: 4:26:47, time: 0.266, data_time: 0.004, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.5427, loss: 1.5427, grad_norm: 4.8857 2021-01-31 01:54:02,596 - mmaction - INFO - Epoch [92][1000/3757] lr: 1.000e-04, eta: 4:26:37, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8125, loss_cls: 1.7132, loss: 1.7132, grad_norm: 4.8603 2021-01-31 01:54:08,618 - mmaction - INFO - Epoch [92][1020/3757] lr: 1.000e-04, eta: 4:26:27, time: 0.301, data_time: 0.004, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8102, loss_cls: 1.6391, loss: 1.6391, grad_norm: 4.7841 2021-01-31 01:54:13,989 - mmaction - INFO - Epoch [92][1040/3757] lr: 1.000e-04, eta: 4:26:17, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8305, loss_cls: 1.5693, loss: 1.5693, grad_norm: 4.8817 2021-01-31 01:54:20,090 - mmaction - INFO - Epoch [92][1060/3757] lr: 1.000e-04, eta: 4:26:07, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8109, loss_cls: 1.7059, loss: 1.7059, grad_norm: 4.9901 2021-01-31 01:54:25,954 - mmaction - INFO - Epoch [92][1080/3757] lr: 1.000e-04, eta: 4:25:57, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.7121, loss: 1.7121, grad_norm: 4.9636 2021-01-31 01:54:31,615 - mmaction - INFO - Epoch [92][1100/3757] lr: 1.000e-04, eta: 4:25:47, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6202, loss: 1.6202, grad_norm: 4.9710 2021-01-31 01:54:37,266 - mmaction - INFO - Epoch [92][1120/3757] lr: 1.000e-04, eta: 4:25:37, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8211, loss_cls: 1.6411, loss: 1.6411, grad_norm: 4.9704 2021-01-31 01:54:43,357 - mmaction - INFO - Epoch [92][1140/3757] lr: 1.000e-04, eta: 4:25:26, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8102, loss_cls: 1.7393, loss: 1.7393, grad_norm: 5.0566 2021-01-31 01:54:48,929 - mmaction - INFO - Epoch [92][1160/3757] lr: 1.000e-04, eta: 4:25:16, time: 0.278, data_time: 0.005, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.5999, loss: 1.5999, grad_norm: 4.7841 2021-01-31 01:54:54,704 - mmaction - INFO - Epoch [92][1180/3757] lr: 1.000e-04, eta: 4:25:06, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8250, loss_cls: 1.5882, loss: 1.5882, grad_norm: 4.6974 2021-01-31 01:55:00,280 - mmaction - INFO - Epoch [92][1200/3757] lr: 1.000e-04, eta: 4:24:56, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8141, loss_cls: 1.6384, loss: 1.6384, grad_norm: 4.6975 2021-01-31 01:55:06,182 - mmaction - INFO - Epoch [92][1220/3757] lr: 1.000e-04, eta: 4:24:46, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8258, loss_cls: 1.6407, loss: 1.6407, grad_norm: 4.9501 2021-01-31 01:55:11,840 - mmaction - INFO - Epoch [92][1240/3757] lr: 1.000e-04, eta: 4:24:36, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8234, loss_cls: 1.5989, loss: 1.5989, grad_norm: 4.7578 2021-01-31 01:55:17,442 - mmaction - INFO - Epoch [92][1260/3757] lr: 1.000e-04, eta: 4:24:26, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.6728, loss: 1.6728, grad_norm: 4.8361 2021-01-31 01:55:23,439 - mmaction - INFO - Epoch [92][1280/3757] lr: 1.000e-04, eta: 4:24:16, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8281, loss_cls: 1.6209, loss: 1.6209, grad_norm: 4.7510 2021-01-31 01:55:29,388 - mmaction - INFO - Epoch [92][1300/3757] lr: 1.000e-04, eta: 4:24:05, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8539, loss_cls: 1.5132, loss: 1.5132, grad_norm: 4.8109 2021-01-31 01:55:35,052 - mmaction - INFO - Epoch [92][1320/3757] lr: 1.000e-04, eta: 4:23:55, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8227, loss_cls: 1.6064, loss: 1.6064, grad_norm: 4.8127 2021-01-31 01:55:40,760 - mmaction - INFO - Epoch [92][1340/3757] lr: 1.000e-04, eta: 4:23:45, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8383, loss_cls: 1.5833, loss: 1.5833, grad_norm: 4.9152 2021-01-31 01:55:45,943 - mmaction - INFO - Epoch [92][1360/3757] lr: 1.000e-04, eta: 4:23:35, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8266, loss_cls: 1.5882, loss: 1.5882, grad_norm: 4.7525 2021-01-31 01:55:52,042 - mmaction - INFO - Epoch [92][1380/3757] lr: 1.000e-04, eta: 4:23:25, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6359, top5_acc: 0.8305, loss_cls: 1.5554, loss: 1.5554, grad_norm: 4.8002 2021-01-31 01:55:57,941 - mmaction - INFO - Epoch [92][1400/3757] lr: 1.000e-04, eta: 4:23:15, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.5260, loss: 1.5260, grad_norm: 4.7290 2021-01-31 01:56:04,183 - mmaction - INFO - Epoch [92][1420/3757] lr: 1.000e-04, eta: 4:23:05, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.5984, loss: 1.5984, grad_norm: 4.7851 2021-01-31 01:56:09,761 - mmaction - INFO - Epoch [92][1440/3757] lr: 1.000e-04, eta: 4:22:55, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8352, loss_cls: 1.5920, loss: 1.5920, grad_norm: 4.7368 2021-01-31 01:56:15,168 - mmaction - INFO - Epoch [92][1460/3757] lr: 1.000e-04, eta: 4:22:44, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8180, loss_cls: 1.6162, loss: 1.6162, grad_norm: 4.9001 2021-01-31 01:56:21,545 - mmaction - INFO - Epoch [92][1480/3757] lr: 1.000e-04, eta: 4:22:34, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8352, loss_cls: 1.6041, loss: 1.6041, grad_norm: 4.8311 2021-01-31 01:56:27,498 - mmaction - INFO - Epoch [92][1500/3757] lr: 1.000e-04, eta: 4:22:24, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8313, loss_cls: 1.6247, loss: 1.6247, grad_norm: 4.9087 2021-01-31 01:56:32,987 - mmaction - INFO - Epoch [92][1520/3757] lr: 1.000e-04, eta: 4:22:14, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8391, loss_cls: 1.5404, loss: 1.5404, grad_norm: 4.7978 2021-01-31 01:56:38,371 - mmaction - INFO - Epoch [92][1540/3757] lr: 1.000e-04, eta: 4:22:04, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8266, loss_cls: 1.6002, loss: 1.6002, grad_norm: 4.7936 2021-01-31 01:56:44,879 - mmaction - INFO - Epoch [92][1560/3757] lr: 1.000e-04, eta: 4:21:54, time: 0.326, data_time: 0.003, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8195, loss_cls: 1.6552, loss: 1.6552, grad_norm: 4.9387 2021-01-31 01:56:50,474 - mmaction - INFO - Epoch [92][1580/3757] lr: 1.000e-04, eta: 4:21:44, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8187, loss_cls: 1.6437, loss: 1.6437, grad_norm: 4.9437 2021-01-31 01:56:56,032 - mmaction - INFO - Epoch [92][1600/3757] lr: 1.000e-04, eta: 4:21:34, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8320, loss_cls: 1.5731, loss: 1.5731, grad_norm: 4.8242 2021-01-31 01:57:02,283 - mmaction - INFO - Epoch [92][1620/3757] lr: 1.000e-04, eta: 4:21:24, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8219, loss_cls: 1.7029, loss: 1.7029, grad_norm: 5.0036 2021-01-31 01:57:07,947 - mmaction - INFO - Epoch [92][1640/3757] lr: 1.000e-04, eta: 4:21:13, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.5950, loss: 1.5950, grad_norm: 4.8221 2021-01-31 01:57:13,740 - mmaction - INFO - Epoch [92][1660/3757] lr: 1.000e-04, eta: 4:21:03, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8203, loss_cls: 1.6457, loss: 1.6457, grad_norm: 4.8471 2021-01-31 01:57:19,401 - mmaction - INFO - Epoch [92][1680/3757] lr: 1.000e-04, eta: 4:20:53, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8258, loss_cls: 1.5948, loss: 1.5948, grad_norm: 4.8300 2021-01-31 01:57:25,316 - mmaction - INFO - Epoch [92][1700/3757] lr: 1.000e-04, eta: 4:20:43, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.6441, loss: 1.6441, grad_norm: 4.8243 2021-01-31 01:57:30,871 - mmaction - INFO - Epoch [92][1720/3757] lr: 1.000e-04, eta: 4:20:33, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8344, loss_cls: 1.5472, loss: 1.5472, grad_norm: 4.7735 2021-01-31 01:57:36,434 - mmaction - INFO - Epoch [92][1740/3757] lr: 1.000e-04, eta: 4:20:23, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6359, top5_acc: 0.8477, loss_cls: 1.4614, loss: 1.4614, grad_norm: 4.7850 2021-01-31 01:57:42,036 - mmaction - INFO - Epoch [92][1760/3757] lr: 1.000e-04, eta: 4:20:13, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8211, loss_cls: 1.6025, loss: 1.6025, grad_norm: 4.8875 2021-01-31 01:57:48,300 - mmaction - INFO - Epoch [92][1780/3757] lr: 1.000e-04, eta: 4:20:03, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8227, loss_cls: 1.6081, loss: 1.6081, grad_norm: 4.8453 2021-01-31 01:57:53,958 - mmaction - INFO - Epoch [92][1800/3757] lr: 1.000e-04, eta: 4:19:52, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8000, loss_cls: 1.7252, loss: 1.7252, grad_norm: 4.9912 2021-01-31 01:58:00,280 - mmaction - INFO - Epoch [92][1820/3757] lr: 1.000e-04, eta: 4:19:42, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8234, loss_cls: 1.6128, loss: 1.6128, grad_norm: 4.7419 2021-01-31 01:58:06,167 - mmaction - INFO - Epoch [92][1840/3757] lr: 1.000e-04, eta: 4:19:32, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8172, loss_cls: 1.6374, loss: 1.6374, grad_norm: 4.7475 2021-01-31 01:58:11,960 - mmaction - INFO - Epoch [92][1860/3757] lr: 1.000e-04, eta: 4:19:22, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6438, loss: 1.6438, grad_norm: 4.9341 2021-01-31 01:58:18,468 - mmaction - INFO - Epoch [92][1880/3757] lr: 1.000e-04, eta: 4:19:12, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.6515, loss: 1.6515, grad_norm: 4.8710 2021-01-31 01:58:24,484 - mmaction - INFO - Epoch [92][1900/3757] lr: 1.000e-04, eta: 4:19:02, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8359, loss_cls: 1.5549, loss: 1.5549, grad_norm: 4.9004 2021-01-31 01:58:30,954 - mmaction - INFO - Epoch [92][1920/3757] lr: 1.000e-04, eta: 4:18:52, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8352, loss_cls: 1.5664, loss: 1.5664, grad_norm: 4.8016 2021-01-31 01:58:37,056 - mmaction - INFO - Epoch [92][1940/3757] lr: 1.000e-04, eta: 4:18:42, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8148, loss_cls: 1.6141, loss: 1.6141, grad_norm: 4.8005 2021-01-31 01:58:42,452 - mmaction - INFO - Epoch [92][1960/3757] lr: 1.000e-04, eta: 4:18:32, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5553, loss: 1.5553, grad_norm: 4.7732 2021-01-31 01:58:48,805 - mmaction - INFO - Epoch [92][1980/3757] lr: 1.000e-04, eta: 4:18:22, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7009, loss: 1.7009, grad_norm: 4.9572 2021-01-31 01:58:54,110 - mmaction - INFO - Epoch [92][2000/3757] lr: 1.000e-04, eta: 4:18:12, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8336, loss_cls: 1.5058, loss: 1.5058, grad_norm: 4.6589 2021-01-31 01:58:59,496 - mmaction - INFO - Epoch [92][2020/3757] lr: 1.000e-04, eta: 4:18:01, time: 0.269, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8031, loss_cls: 1.7092, loss: 1.7092, grad_norm: 4.9289 2021-01-31 01:59:05,646 - mmaction - INFO - Epoch [92][2040/3757] lr: 1.000e-04, eta: 4:17:51, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8344, loss_cls: 1.6050, loss: 1.6050, grad_norm: 4.8300 2021-01-31 01:59:11,602 - mmaction - INFO - Epoch [92][2060/3757] lr: 1.000e-04, eta: 4:17:41, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.6267, loss: 1.6267, grad_norm: 4.7974 2021-01-31 01:59:17,529 - mmaction - INFO - Epoch [92][2080/3757] lr: 1.000e-04, eta: 4:17:31, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.7127, loss: 1.7127, grad_norm: 4.8978 2021-01-31 01:59:23,581 - mmaction - INFO - Epoch [92][2100/3757] lr: 1.000e-04, eta: 4:17:21, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8055, loss_cls: 1.6315, loss: 1.6315, grad_norm: 4.7897 2021-01-31 01:59:29,511 - mmaction - INFO - Epoch [92][2120/3757] lr: 1.000e-04, eta: 4:17:11, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6183, loss: 1.6183, grad_norm: 4.8192 2021-01-31 01:59:35,165 - mmaction - INFO - Epoch [92][2140/3757] lr: 1.000e-04, eta: 4:17:01, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8273, loss_cls: 1.5487, loss: 1.5487, grad_norm: 4.6505 2021-01-31 01:59:41,319 - mmaction - INFO - Epoch [92][2160/3757] lr: 1.000e-04, eta: 4:16:51, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7031, loss: 1.7031, grad_norm: 4.9591 2021-01-31 01:59:47,155 - mmaction - INFO - Epoch [92][2180/3757] lr: 1.000e-04, eta: 4:16:41, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8148, loss_cls: 1.6600, loss: 1.6600, grad_norm: 4.9439 2021-01-31 01:59:52,910 - mmaction - INFO - Epoch [92][2200/3757] lr: 1.000e-04, eta: 4:16:31, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8102, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.9721 2021-01-31 01:59:58,905 - mmaction - INFO - Epoch [92][2220/3757] lr: 1.000e-04, eta: 4:16:21, time: 0.300, data_time: 0.005, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8187, loss_cls: 1.6589, loss: 1.6589, grad_norm: 4.8211 2021-01-31 02:00:05,035 - mmaction - INFO - Epoch [92][2240/3757] lr: 1.000e-04, eta: 4:16:11, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8211, loss_cls: 1.6563, loss: 1.6563, grad_norm: 4.7890 2021-01-31 02:00:10,688 - mmaction - INFO - Epoch [92][2260/3757] lr: 1.000e-04, eta: 4:16:00, time: 0.283, data_time: 0.004, memory: 3385, top1_acc: 0.5992, top5_acc: 0.7937, loss_cls: 1.7542, loss: 1.7542, grad_norm: 4.9159 2021-01-31 02:00:16,686 - mmaction - INFO - Epoch [92][2280/3757] lr: 1.000e-04, eta: 4:15:50, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.6647, loss: 1.6647, grad_norm: 4.8223 2021-01-31 02:00:22,839 - mmaction - INFO - Epoch [92][2300/3757] lr: 1.000e-04, eta: 4:15:40, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.5956, loss: 1.5956, grad_norm: 4.7800 2021-01-31 02:00:29,344 - mmaction - INFO - Epoch [92][2320/3757] lr: 1.000e-04, eta: 4:15:30, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8195, loss_cls: 1.6347, loss: 1.6347, grad_norm: 4.8058 2021-01-31 02:00:35,124 - mmaction - INFO - Epoch [92][2340/3757] lr: 1.000e-04, eta: 4:15:20, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8414, loss_cls: 1.5196, loss: 1.5196, grad_norm: 4.7705 2021-01-31 02:00:40,912 - mmaction - INFO - Epoch [92][2360/3757] lr: 1.000e-04, eta: 4:15:10, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8211, loss_cls: 1.6311, loss: 1.6311, grad_norm: 4.8333 2021-01-31 02:00:47,255 - mmaction - INFO - Epoch [92][2380/3757] lr: 1.000e-04, eta: 4:15:00, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8336, loss_cls: 1.6430, loss: 1.6430, grad_norm: 4.9087 2021-01-31 02:00:52,849 - mmaction - INFO - Epoch [92][2400/3757] lr: 1.000e-04, eta: 4:14:50, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5846, loss: 1.5846, grad_norm: 4.7990 2021-01-31 02:00:58,495 - mmaction - INFO - Epoch [92][2420/3757] lr: 1.000e-04, eta: 4:14:40, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6722, loss: 1.6722, grad_norm: 4.9126 2021-01-31 02:01:05,147 - mmaction - INFO - Epoch [92][2440/3757] lr: 1.000e-04, eta: 4:14:30, time: 0.333, data_time: 0.003, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8187, loss_cls: 1.6463, loss: 1.6463, grad_norm: 4.8872 2021-01-31 02:01:10,667 - mmaction - INFO - Epoch [92][2460/3757] lr: 1.000e-04, eta: 4:14:20, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.6235, loss: 1.6235, grad_norm: 4.7882 2021-01-31 02:01:16,608 - mmaction - INFO - Epoch [92][2480/3757] lr: 1.000e-04, eta: 4:14:10, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8250, loss_cls: 1.6532, loss: 1.6532, grad_norm: 4.8850 2021-01-31 02:01:22,544 - mmaction - INFO - Epoch [92][2500/3757] lr: 1.000e-04, eta: 4:13:59, time: 0.297, data_time: 0.004, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8258, loss_cls: 1.6327, loss: 1.6327, grad_norm: 4.9254 2021-01-31 02:01:28,406 - mmaction - INFO - Epoch [92][2520/3757] lr: 1.000e-04, eta: 4:13:49, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8125, loss_cls: 1.6071, loss: 1.6071, grad_norm: 4.7706 2021-01-31 02:01:34,504 - mmaction - INFO - Epoch [92][2540/3757] lr: 1.000e-04, eta: 4:13:39, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8102, loss_cls: 1.7006, loss: 1.7006, grad_norm: 4.9096 2021-01-31 02:01:40,343 - mmaction - INFO - Epoch [92][2560/3757] lr: 1.000e-04, eta: 4:13:29, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8430, loss_cls: 1.5276, loss: 1.5276, grad_norm: 4.8279 2021-01-31 02:01:46,207 - mmaction - INFO - Epoch [92][2580/3757] lr: 1.000e-04, eta: 4:13:19, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8109, loss_cls: 1.7260, loss: 1.7260, grad_norm: 4.9289 2021-01-31 02:01:52,343 - mmaction - INFO - Epoch [92][2600/3757] lr: 1.000e-04, eta: 4:13:09, time: 0.306, data_time: 0.000, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8031, loss_cls: 1.7018, loss: 1.7018, grad_norm: 5.0352 2021-01-31 02:01:58,638 - mmaction - INFO - Epoch [92][2620/3757] lr: 1.000e-04, eta: 4:12:59, time: 0.315, data_time: 0.005, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.9374 2021-01-31 02:02:04,938 - mmaction - INFO - Epoch [92][2640/3757] lr: 1.000e-04, eta: 4:12:49, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6774, loss: 1.6774, grad_norm: 4.8218 2021-01-31 02:02:10,859 - mmaction - INFO - Epoch [92][2660/3757] lr: 1.000e-04, eta: 4:12:39, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8172, loss_cls: 1.6373, loss: 1.6373, grad_norm: 4.7568 2021-01-31 02:02:16,898 - mmaction - INFO - Epoch [92][2680/3757] lr: 1.000e-04, eta: 4:12:29, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.5873, loss: 1.5873, grad_norm: 4.7804 2021-01-31 02:02:22,534 - mmaction - INFO - Epoch [92][2700/3757] lr: 1.000e-04, eta: 4:12:19, time: 0.282, data_time: 0.004, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.5815, loss: 1.5815, grad_norm: 4.8046 2021-01-31 02:02:28,946 - mmaction - INFO - Epoch [92][2720/3757] lr: 1.000e-04, eta: 4:12:09, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.8438 2021-01-31 02:02:34,288 - mmaction - INFO - Epoch [92][2740/3757] lr: 1.000e-04, eta: 4:11:59, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8078, loss_cls: 1.7106, loss: 1.7106, grad_norm: 5.0565 2021-01-31 02:02:40,640 - mmaction - INFO - Epoch [92][2760/3757] lr: 1.000e-04, eta: 4:11:49, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.6583, loss: 1.6583, grad_norm: 4.9903 2021-01-31 02:02:46,400 - mmaction - INFO - Epoch [92][2780/3757] lr: 1.000e-04, eta: 4:11:39, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8187, loss_cls: 1.5984, loss: 1.5984, grad_norm: 4.9067 2021-01-31 02:02:52,084 - mmaction - INFO - Epoch [92][2800/3757] lr: 1.000e-04, eta: 4:11:28, time: 0.284, data_time: 0.000, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8250, loss_cls: 1.6254, loss: 1.6254, grad_norm: 4.9708 2021-01-31 02:02:57,684 - mmaction - INFO - Epoch [92][2820/3757] lr: 1.000e-04, eta: 4:11:18, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8109, loss_cls: 1.6379, loss: 1.6379, grad_norm: 4.8488 2021-01-31 02:03:03,481 - mmaction - INFO - Epoch [92][2840/3757] lr: 1.000e-04, eta: 4:11:08, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8289, loss_cls: 1.6006, loss: 1.6006, grad_norm: 4.8806 2021-01-31 02:03:09,866 - mmaction - INFO - Epoch [92][2860/3757] lr: 1.000e-04, eta: 4:10:58, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8133, loss_cls: 1.6729, loss: 1.6729, grad_norm: 4.9413 2021-01-31 02:03:15,998 - mmaction - INFO - Epoch [92][2880/3757] lr: 1.000e-04, eta: 4:10:48, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.6317, loss: 1.6317, grad_norm: 4.6919 2021-01-31 02:03:22,234 - mmaction - INFO - Epoch [92][2900/3757] lr: 1.000e-04, eta: 4:10:38, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8180, loss_cls: 1.6551, loss: 1.6551, grad_norm: 4.8441 2021-01-31 02:03:27,662 - mmaction - INFO - Epoch [92][2920/3757] lr: 1.000e-04, eta: 4:10:28, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8141, loss_cls: 1.6329, loss: 1.6329, grad_norm: 4.8435 2021-01-31 02:03:34,286 - mmaction - INFO - Epoch [92][2940/3757] lr: 1.000e-04, eta: 4:10:18, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.5190, loss: 1.5190, grad_norm: 4.7486 2021-01-31 02:03:40,906 - mmaction - INFO - Epoch [92][2960/3757] lr: 1.000e-04, eta: 4:10:08, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.5849, loss: 1.5849, grad_norm: 4.7648 2021-01-31 02:03:46,822 - mmaction - INFO - Epoch [92][2980/3757] lr: 1.000e-04, eta: 4:09:58, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8406, loss_cls: 1.5818, loss: 1.5818, grad_norm: 4.9113 2021-01-31 02:03:53,452 - mmaction - INFO - Epoch [92][3000/3757] lr: 1.000e-04, eta: 4:09:48, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8359, loss_cls: 1.6114, loss: 1.6114, grad_norm: 4.8327 2021-01-31 02:03:58,841 - mmaction - INFO - Epoch [92][3020/3757] lr: 1.000e-04, eta: 4:09:38, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8258, loss_cls: 1.6099, loss: 1.6099, grad_norm: 4.9350 2021-01-31 02:04:04,579 - mmaction - INFO - Epoch [92][3040/3757] lr: 1.000e-04, eta: 4:09:28, time: 0.287, data_time: 0.000, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8133, loss_cls: 1.6255, loss: 1.6255, grad_norm: 4.8409 2021-01-31 02:04:10,842 - mmaction - INFO - Epoch [92][3060/3757] lr: 1.000e-04, eta: 4:09:18, time: 0.313, data_time: 0.004, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8047, loss_cls: 1.7131, loss: 1.7131, grad_norm: 5.0297 2021-01-31 02:04:16,674 - mmaction - INFO - Epoch [92][3080/3757] lr: 1.000e-04, eta: 4:09:08, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8359, loss_cls: 1.6019, loss: 1.6019, grad_norm: 4.8709 2021-01-31 02:04:22,578 - mmaction - INFO - Epoch [92][3100/3757] lr: 1.000e-04, eta: 4:08:58, time: 0.295, data_time: 0.004, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8063, loss_cls: 1.7031, loss: 1.7031, grad_norm: 4.8973 2021-01-31 02:04:28,511 - mmaction - INFO - Epoch [92][3120/3757] lr: 1.000e-04, eta: 4:08:47, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.6691, loss: 1.6691, grad_norm: 4.9401 2021-01-31 02:04:34,726 - mmaction - INFO - Epoch [92][3140/3757] lr: 1.000e-04, eta: 4:08:37, time: 0.311, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8141, loss_cls: 1.6697, loss: 1.6697, grad_norm: 4.8297 2021-01-31 02:04:40,396 - mmaction - INFO - Epoch [92][3160/3757] lr: 1.000e-04, eta: 4:08:27, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8070, loss_cls: 1.6732, loss: 1.6732, grad_norm: 4.8307 2021-01-31 02:04:46,603 - mmaction - INFO - Epoch [92][3180/3757] lr: 1.000e-04, eta: 4:08:17, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8273, loss_cls: 1.6091, loss: 1.6091, grad_norm: 4.8181 2021-01-31 02:04:52,243 - mmaction - INFO - Epoch [92][3200/3757] lr: 1.000e-04, eta: 4:08:07, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8039, loss_cls: 1.6552, loss: 1.6552, grad_norm: 4.9400 2021-01-31 02:04:58,174 - mmaction - INFO - Epoch [92][3220/3757] lr: 1.000e-04, eta: 4:07:57, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8063, loss_cls: 1.6786, loss: 1.6786, grad_norm: 4.8480 2021-01-31 02:05:03,618 - mmaction - INFO - Epoch [92][3240/3757] lr: 1.000e-04, eta: 4:07:47, time: 0.271, data_time: 0.000, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8195, loss_cls: 1.6146, loss: 1.6146, grad_norm: 4.7908 2021-01-31 02:05:09,970 - mmaction - INFO - Epoch [92][3260/3757] lr: 1.000e-04, eta: 4:07:37, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8039, loss_cls: 1.6702, loss: 1.6702, grad_norm: 4.8654 2021-01-31 02:05:15,626 - mmaction - INFO - Epoch [92][3280/3757] lr: 1.000e-04, eta: 4:07:27, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6379, loss: 1.6379, grad_norm: 4.8575 2021-01-31 02:05:21,532 - mmaction - INFO - Epoch [92][3300/3757] lr: 1.000e-04, eta: 4:07:17, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8203, loss_cls: 1.6779, loss: 1.6779, grad_norm: 4.9461 2021-01-31 02:05:27,915 - mmaction - INFO - Epoch [92][3320/3757] lr: 1.000e-04, eta: 4:07:07, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8008, loss_cls: 1.6659, loss: 1.6659, grad_norm: 4.8859 2021-01-31 02:05:33,508 - mmaction - INFO - Epoch [92][3340/3757] lr: 1.000e-04, eta: 4:06:57, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8180, loss_cls: 1.6458, loss: 1.6458, grad_norm: 4.8290 2021-01-31 02:05:39,401 - mmaction - INFO - Epoch [92][3360/3757] lr: 1.000e-04, eta: 4:06:47, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8258, loss_cls: 1.6734, loss: 1.6734, grad_norm: 5.0007 2021-01-31 02:05:45,420 - mmaction - INFO - Epoch [92][3380/3757] lr: 1.000e-04, eta: 4:06:37, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8023, loss_cls: 1.7556, loss: 1.7556, grad_norm: 4.9612 2021-01-31 02:05:51,110 - mmaction - INFO - Epoch [92][3400/3757] lr: 1.000e-04, eta: 4:06:27, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.6802, loss: 1.6802, grad_norm: 4.8277 2021-01-31 02:05:57,410 - mmaction - INFO - Epoch [92][3420/3757] lr: 1.000e-04, eta: 4:06:17, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.6905, loss: 1.6905, grad_norm: 4.8838 2021-01-31 02:06:03,583 - mmaction - INFO - Epoch [92][3440/3757] lr: 1.000e-04, eta: 4:06:06, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.5951, loss: 1.5951, grad_norm: 4.7264 2021-01-31 02:06:09,787 - mmaction - INFO - Epoch [92][3460/3757] lr: 1.000e-04, eta: 4:05:56, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6673, loss: 1.6673, grad_norm: 4.8676 2021-01-31 02:06:15,315 - mmaction - INFO - Epoch [92][3480/3757] lr: 1.000e-04, eta: 4:05:46, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8266, loss_cls: 1.6423, loss: 1.6423, grad_norm: 4.8506 2021-01-31 02:06:21,635 - mmaction - INFO - Epoch [92][3500/3757] lr: 1.000e-04, eta: 4:05:36, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8383, loss_cls: 1.5608, loss: 1.5608, grad_norm: 4.7934 2021-01-31 02:06:27,688 - mmaction - INFO - Epoch [92][3520/3757] lr: 1.000e-04, eta: 4:05:26, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8203, loss_cls: 1.6278, loss: 1.6278, grad_norm: 4.8275 2021-01-31 02:06:33,105 - mmaction - INFO - Epoch [92][3540/3757] lr: 1.000e-04, eta: 4:05:16, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8266, loss_cls: 1.5813, loss: 1.5813, grad_norm: 4.8251 2021-01-31 02:06:39,256 - mmaction - INFO - Epoch [92][3560/3757] lr: 1.000e-04, eta: 4:05:06, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8313, loss_cls: 1.6227, loss: 1.6227, grad_norm: 4.9605 2021-01-31 02:06:45,499 - mmaction - INFO - Epoch [92][3580/3757] lr: 1.000e-04, eta: 4:04:56, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8273, loss_cls: 1.5634, loss: 1.5634, grad_norm: 4.9013 2021-01-31 02:06:50,740 - mmaction - INFO - Epoch [92][3600/3757] lr: 1.000e-04, eta: 4:04:46, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8172, loss_cls: 1.6687, loss: 1.6687, grad_norm: 4.8128 2021-01-31 02:06:56,628 - mmaction - INFO - Epoch [92][3620/3757] lr: 1.000e-04, eta: 4:04:36, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8320, loss_cls: 1.5768, loss: 1.5768, grad_norm: 4.8117 2021-01-31 02:07:02,599 - mmaction - INFO - Epoch [92][3640/3757] lr: 1.000e-04, eta: 4:04:26, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.6637, loss: 1.6637, grad_norm: 4.9103 2021-01-31 02:07:07,687 - mmaction - INFO - Epoch [92][3660/3757] lr: 1.000e-04, eta: 4:04:16, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.4860, loss: 1.4860, grad_norm: 4.6195 2021-01-31 02:07:13,850 - mmaction - INFO - Epoch [92][3680/3757] lr: 1.000e-04, eta: 4:04:06, time: 0.307, data_time: 0.000, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8070, loss_cls: 1.6591, loss: 1.6591, grad_norm: 4.8161 2021-01-31 02:07:19,818 - mmaction - INFO - Epoch [92][3700/3757] lr: 1.000e-04, eta: 4:03:56, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8266, loss_cls: 1.6262, loss: 1.6262, grad_norm: 4.8695 2021-01-31 02:07:25,746 - mmaction - INFO - Epoch [92][3720/3757] lr: 1.000e-04, eta: 4:03:46, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8094, loss_cls: 1.6326, loss: 1.6326, grad_norm: 4.8420 2021-01-31 02:07:31,818 - mmaction - INFO - Epoch [92][3740/3757] lr: 1.000e-04, eta: 4:03:36, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7984, loss_cls: 1.7248, loss: 1.7248, grad_norm: 5.0259 2021-01-31 02:07:49,767 - mmaction - INFO - Saving checkpoint at 92 epochs 2021-01-31 02:18:12,443 - mmaction - INFO - Epoch [93][20/3757] lr: 1.000e-04, eta: 4:04:10, time: 31.120, data_time: 30.817, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8078, loss_cls: 1.6587, loss: 1.6587, grad_norm: 4.8143 2021-01-31 02:18:16,685 - mmaction - INFO - Epoch [93][40/3757] lr: 1.000e-04, eta: 4:04:00, time: 0.215, data_time: 0.006, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8102, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.8659 2021-01-31 02:18:20,888 - mmaction - INFO - Epoch [93][60/3757] lr: 1.000e-04, eta: 4:03:50, time: 0.210, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.6959, loss: 1.6959, grad_norm: 4.8408 2021-01-31 02:18:25,104 - mmaction - INFO - Epoch [93][80/3757] lr: 1.000e-04, eta: 4:03:39, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8156, loss_cls: 1.6619, loss: 1.6619, grad_norm: 4.9437 2021-01-31 02:18:29,237 - mmaction - INFO - Epoch [93][100/3757] lr: 1.000e-04, eta: 4:03:29, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8344, loss_cls: 1.6002, loss: 1.6002, grad_norm: 4.8788 2021-01-31 02:18:33,437 - mmaction - INFO - Epoch [93][120/3757] lr: 1.000e-04, eta: 4:03:19, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8258, loss_cls: 1.5451, loss: 1.5451, grad_norm: 4.7211 2021-01-31 02:18:37,637 - mmaction - INFO - Epoch [93][140/3757] lr: 1.000e-04, eta: 4:03:09, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.9849 2021-01-31 02:18:41,798 - mmaction - INFO - Epoch [93][160/3757] lr: 1.000e-04, eta: 4:02:58, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8063, loss_cls: 1.7386, loss: 1.7386, grad_norm: 4.9552 2021-01-31 02:18:46,061 - mmaction - INFO - Epoch [93][180/3757] lr: 1.000e-04, eta: 4:02:48, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8211, loss_cls: 1.6160, loss: 1.6160, grad_norm: 4.9187 2021-01-31 02:18:50,215 - mmaction - INFO - Epoch [93][200/3757] lr: 1.000e-04, eta: 4:02:38, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6391, top5_acc: 0.8281, loss_cls: 1.4856, loss: 1.4856, grad_norm: 4.6642 2021-01-31 02:18:54,331 - mmaction - INFO - Epoch [93][220/3757] lr: 1.000e-04, eta: 4:02:28, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6049, loss: 1.6049, grad_norm: 4.9765 2021-01-31 02:18:58,655 - mmaction - INFO - Epoch [93][240/3757] lr: 1.000e-04, eta: 4:02:18, time: 0.216, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.9640 2021-01-31 02:19:02,883 - mmaction - INFO - Epoch [93][260/3757] lr: 1.000e-04, eta: 4:02:07, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5726, loss: 1.5726, grad_norm: 4.7530 2021-01-31 02:19:07,204 - mmaction - INFO - Epoch [93][280/3757] lr: 1.000e-04, eta: 4:01:57, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8203, loss_cls: 1.6158, loss: 1.6158, grad_norm: 4.9442 2021-01-31 02:19:11,451 - mmaction - INFO - Epoch [93][300/3757] lr: 1.000e-04, eta: 4:01:47, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8187, loss_cls: 1.6505, loss: 1.6505, grad_norm: 4.9816 2021-01-31 02:19:15,581 - mmaction - INFO - Epoch [93][320/3757] lr: 1.000e-04, eta: 4:01:37, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4815, loss: 1.4815, grad_norm: 4.7469 2021-01-31 02:19:19,989 - mmaction - INFO - Epoch [93][340/3757] lr: 1.000e-04, eta: 4:01:26, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.5938, loss: 1.5938, grad_norm: 4.8374 2021-01-31 02:19:24,293 - mmaction - INFO - Epoch [93][360/3757] lr: 1.000e-04, eta: 4:01:16, time: 0.215, data_time: 0.000, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.7274, loss: 1.7274, grad_norm: 4.9656 2021-01-31 02:19:28,637 - mmaction - INFO - Epoch [93][380/3757] lr: 1.000e-04, eta: 4:01:06, time: 0.217, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8219, loss_cls: 1.6142, loss: 1.6142, grad_norm: 4.8893 2021-01-31 02:19:32,896 - mmaction - INFO - Epoch [93][400/3757] lr: 1.000e-04, eta: 4:00:56, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8328, loss_cls: 1.5646, loss: 1.5646, grad_norm: 4.8574 2021-01-31 02:19:37,346 - mmaction - INFO - Epoch [93][420/3757] lr: 1.000e-04, eta: 4:00:46, time: 0.222, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8078, loss_cls: 1.6439, loss: 1.6439, grad_norm: 4.8165 2021-01-31 02:19:41,656 - mmaction - INFO - Epoch [93][440/3757] lr: 1.000e-04, eta: 4:00:35, time: 0.216, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8117, loss_cls: 1.5979, loss: 1.5979, grad_norm: 4.7983 2021-01-31 02:19:46,053 - mmaction - INFO - Epoch [93][460/3757] lr: 1.000e-04, eta: 4:00:25, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.6635, loss: 1.6635, grad_norm: 4.7779 2021-01-31 02:19:50,607 - mmaction - INFO - Epoch [93][480/3757] lr: 1.000e-04, eta: 4:00:15, time: 0.228, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8469, loss_cls: 1.5875, loss: 1.5875, grad_norm: 4.9243 2021-01-31 02:19:55,771 - mmaction - INFO - Epoch [93][500/3757] lr: 1.000e-04, eta: 4:00:05, time: 0.259, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8039, loss_cls: 1.6876, loss: 1.6876, grad_norm: 4.9523 2021-01-31 02:20:00,307 - mmaction - INFO - Epoch [93][520/3757] lr: 1.000e-04, eta: 3:59:55, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.6777, loss: 1.6777, grad_norm: 4.9429 2021-01-31 02:20:05,526 - mmaction - INFO - Epoch [93][540/3757] lr: 1.000e-04, eta: 3:59:45, time: 0.261, data_time: 0.002, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8313, loss_cls: 1.5338, loss: 1.5338, grad_norm: 4.7356 2021-01-31 02:20:10,063 - mmaction - INFO - Epoch [93][560/3757] lr: 1.000e-04, eta: 3:59:34, time: 0.227, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8273, loss_cls: 1.6283, loss: 1.6283, grad_norm: 4.8607 2021-01-31 02:20:14,590 - mmaction - INFO - Epoch [93][580/3757] lr: 1.000e-04, eta: 3:59:24, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8242, loss_cls: 1.6080, loss: 1.6080, grad_norm: 4.8003 2021-01-31 02:20:20,037 - mmaction - INFO - Epoch [93][600/3757] lr: 1.000e-04, eta: 3:59:14, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.5991, loss: 1.5991, grad_norm: 4.9379 2021-01-31 02:20:24,851 - mmaction - INFO - Epoch [93][620/3757] lr: 1.000e-04, eta: 3:59:04, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8195, loss_cls: 1.6074, loss: 1.6074, grad_norm: 4.8858 2021-01-31 02:20:29,543 - mmaction - INFO - Epoch [93][640/3757] lr: 1.000e-04, eta: 3:58:54, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8023, loss_cls: 1.7264, loss: 1.7264, grad_norm: 4.8599 2021-01-31 02:20:34,814 - mmaction - INFO - Epoch [93][660/3757] lr: 1.000e-04, eta: 3:58:44, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8352, loss_cls: 1.5737, loss: 1.5737, grad_norm: 4.7871 2021-01-31 02:20:39,751 - mmaction - INFO - Epoch [93][680/3757] lr: 1.000e-04, eta: 3:58:33, time: 0.247, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8234, loss_cls: 1.6230, loss: 1.6230, grad_norm: 5.0281 2021-01-31 02:20:45,228 - mmaction - INFO - Epoch [93][700/3757] lr: 1.000e-04, eta: 3:58:23, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8086, loss_cls: 1.6598, loss: 1.6598, grad_norm: 4.8606 2021-01-31 02:20:50,219 - mmaction - INFO - Epoch [93][720/3757] lr: 1.000e-04, eta: 3:58:13, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8250, loss_cls: 1.6397, loss: 1.6397, grad_norm: 4.9450 2021-01-31 02:20:55,682 - mmaction - INFO - Epoch [93][740/3757] lr: 1.000e-04, eta: 3:58:03, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.6379, loss: 1.6379, grad_norm: 4.7936 2021-01-31 02:21:00,676 - mmaction - INFO - Epoch [93][760/3757] lr: 1.000e-04, eta: 3:57:53, time: 0.250, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8109, loss_cls: 1.6881, loss: 1.6881, grad_norm: 4.7727 2021-01-31 02:21:05,988 - mmaction - INFO - Epoch [93][780/3757] lr: 1.000e-04, eta: 3:57:43, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8172, loss_cls: 1.6895, loss: 1.6895, grad_norm: 5.0620 2021-01-31 02:21:12,217 - mmaction - INFO - Epoch [93][800/3757] lr: 1.000e-04, eta: 3:57:33, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8297, loss_cls: 1.6254, loss: 1.6254, grad_norm: 4.8815 2021-01-31 02:21:17,259 - mmaction - INFO - Epoch [93][820/3757] lr: 1.000e-04, eta: 3:57:23, time: 0.252, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8297, loss_cls: 1.6423, loss: 1.6423, grad_norm: 4.8799 2021-01-31 02:21:22,767 - mmaction - INFO - Epoch [93][840/3757] lr: 1.000e-04, eta: 3:57:13, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8117, loss_cls: 1.6392, loss: 1.6392, grad_norm: 4.8762 2021-01-31 02:21:28,424 - mmaction - INFO - Epoch [93][860/3757] lr: 1.000e-04, eta: 3:57:02, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8508, loss_cls: 1.5157, loss: 1.5157, grad_norm: 4.8647 2021-01-31 02:21:34,303 - mmaction - INFO - Epoch [93][880/3757] lr: 1.000e-04, eta: 3:56:52, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8328, loss_cls: 1.6164, loss: 1.6164, grad_norm: 4.7783 2021-01-31 02:21:40,402 - mmaction - INFO - Epoch [93][900/3757] lr: 1.000e-04, eta: 3:56:42, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8109, loss_cls: 1.6414, loss: 1.6414, grad_norm: 4.7761 2021-01-31 02:21:45,773 - mmaction - INFO - Epoch [93][920/3757] lr: 1.000e-04, eta: 3:56:32, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8117, loss_cls: 1.6827, loss: 1.6827, grad_norm: 4.9378 2021-01-31 02:21:51,467 - mmaction - INFO - Epoch [93][940/3757] lr: 1.000e-04, eta: 3:56:22, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8242, loss_cls: 1.6504, loss: 1.6504, grad_norm: 4.9526 2021-01-31 02:21:56,960 - mmaction - INFO - Epoch [93][960/3757] lr: 1.000e-04, eta: 3:56:12, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7118, loss: 1.7118, grad_norm: 5.0137 2021-01-31 02:22:03,027 - mmaction - INFO - Epoch [93][980/3757] lr: 1.000e-04, eta: 3:56:02, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8125, loss_cls: 1.6226, loss: 1.6226, grad_norm: 4.8485 2021-01-31 02:22:08,315 - mmaction - INFO - Epoch [93][1000/3757] lr: 1.000e-04, eta: 3:55:52, time: 0.264, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8219, loss_cls: 1.6934, loss: 1.6934, grad_norm: 4.9090 2021-01-31 02:22:14,697 - mmaction - INFO - Epoch [93][1020/3757] lr: 1.000e-04, eta: 3:55:42, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8031, loss_cls: 1.6953, loss: 1.6953, grad_norm: 4.8583 2021-01-31 02:22:20,020 - mmaction - INFO - Epoch [93][1040/3757] lr: 1.000e-04, eta: 3:55:32, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.5419, loss: 1.5419, grad_norm: 4.7848 2021-01-31 02:22:25,653 - mmaction - INFO - Epoch [93][1060/3757] lr: 1.000e-04, eta: 3:55:22, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.6234, loss: 1.6234, grad_norm: 4.8238 2021-01-31 02:22:30,798 - mmaction - INFO - Epoch [93][1080/3757] lr: 1.000e-04, eta: 3:55:11, time: 0.257, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8313, loss_cls: 1.5819, loss: 1.5819, grad_norm: 4.7488 2021-01-31 02:22:36,716 - mmaction - INFO - Epoch [93][1100/3757] lr: 1.000e-04, eta: 3:55:01, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8164, loss_cls: 1.5864, loss: 1.5864, grad_norm: 4.6591 2021-01-31 02:22:42,181 - mmaction - INFO - Epoch [93][1120/3757] lr: 1.000e-04, eta: 3:54:51, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.5298, loss: 1.5298, grad_norm: 4.7812 2021-01-31 02:22:48,181 - mmaction - INFO - Epoch [93][1140/3757] lr: 1.000e-04, eta: 3:54:41, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.6655, loss: 1.6655, grad_norm: 4.9488 2021-01-31 02:22:54,159 - mmaction - INFO - Epoch [93][1160/3757] lr: 1.000e-04, eta: 3:54:31, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8250, loss_cls: 1.5952, loss: 1.5952, grad_norm: 4.7615 2021-01-31 02:22:59,455 - mmaction - INFO - Epoch [93][1180/3757] lr: 1.000e-04, eta: 3:54:21, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.4973, loss: 1.4973, grad_norm: 4.7334 2021-01-31 02:23:05,548 - mmaction - INFO - Epoch [93][1200/3757] lr: 1.000e-04, eta: 3:54:11, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8297, loss_cls: 1.6391, loss: 1.6391, grad_norm: 4.9405 2021-01-31 02:23:11,519 - mmaction - INFO - Epoch [93][1220/3757] lr: 1.000e-04, eta: 3:54:01, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.5777, loss: 1.5777, grad_norm: 4.7815 2021-01-31 02:23:17,022 - mmaction - INFO - Epoch [93][1240/3757] lr: 1.000e-04, eta: 3:53:51, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8203, loss_cls: 1.6375, loss: 1.6375, grad_norm: 4.8697 2021-01-31 02:23:22,429 - mmaction - INFO - Epoch [93][1260/3757] lr: 1.000e-04, eta: 3:53:41, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8242, loss_cls: 1.6203, loss: 1.6203, grad_norm: 4.8902 2021-01-31 02:23:28,701 - mmaction - INFO - Epoch [93][1280/3757] lr: 1.000e-04, eta: 3:53:31, time: 0.314, data_time: 0.005, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.6749, loss: 1.6749, grad_norm: 4.8767 2021-01-31 02:23:34,524 - mmaction - INFO - Epoch [93][1300/3757] lr: 1.000e-04, eta: 3:53:21, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6507, loss: 1.6507, grad_norm: 4.9470 2021-01-31 02:23:40,032 - mmaction - INFO - Epoch [93][1320/3757] lr: 1.000e-04, eta: 3:53:11, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7914, loss_cls: 1.7181, loss: 1.7181, grad_norm: 4.9217 2021-01-31 02:23:45,420 - mmaction - INFO - Epoch [93][1340/3757] lr: 1.000e-04, eta: 3:53:01, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8156, loss_cls: 1.6768, loss: 1.6768, grad_norm: 4.9261 2021-01-31 02:23:51,388 - mmaction - INFO - Epoch [93][1360/3757] lr: 1.000e-04, eta: 3:52:51, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.6418, loss: 1.6418, grad_norm: 4.9456 2021-01-31 02:23:57,468 - mmaction - INFO - Epoch [93][1380/3757] lr: 1.000e-04, eta: 3:52:40, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8281, loss_cls: 1.6140, loss: 1.6140, grad_norm: 4.8090 2021-01-31 02:24:03,888 - mmaction - INFO - Epoch [93][1400/3757] lr: 1.000e-04, eta: 3:52:30, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8250, loss_cls: 1.5832, loss: 1.5832, grad_norm: 4.7553 2021-01-31 02:24:09,810 - mmaction - INFO - Epoch [93][1420/3757] lr: 1.000e-04, eta: 3:52:20, time: 0.296, data_time: 0.003, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8289, loss_cls: 1.6091, loss: 1.6091, grad_norm: 4.6954 2021-01-31 02:24:15,605 - mmaction - INFO - Epoch [93][1440/3757] lr: 1.000e-04, eta: 3:52:10, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.5767, loss: 1.5767, grad_norm: 4.8081 2021-01-31 02:24:21,673 - mmaction - INFO - Epoch [93][1460/3757] lr: 1.000e-04, eta: 3:52:00, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.6258, loss: 1.6258, grad_norm: 4.7580 2021-01-31 02:24:27,548 - mmaction - INFO - Epoch [93][1480/3757] lr: 1.000e-04, eta: 3:51:50, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8148, loss_cls: 1.6417, loss: 1.6417, grad_norm: 4.8381 2021-01-31 02:24:32,886 - mmaction - INFO - Epoch [93][1500/3757] lr: 1.000e-04, eta: 3:51:40, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.5978, loss: 1.5978, grad_norm: 4.7650 2021-01-31 02:24:39,583 - mmaction - INFO - Epoch [93][1520/3757] lr: 1.000e-04, eta: 3:51:30, time: 0.335, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8094, loss_cls: 1.6766, loss: 1.6766, grad_norm: 4.9140 2021-01-31 02:24:44,947 - mmaction - INFO - Epoch [93][1540/3757] lr: 1.000e-04, eta: 3:51:20, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8383, loss_cls: 1.5228, loss: 1.5228, grad_norm: 4.7883 2021-01-31 02:24:51,100 - mmaction - INFO - Epoch [93][1560/3757] lr: 1.000e-04, eta: 3:51:10, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8195, loss_cls: 1.5943, loss: 1.5943, grad_norm: 4.7276 2021-01-31 02:24:57,005 - mmaction - INFO - Epoch [93][1580/3757] lr: 1.000e-04, eta: 3:51:00, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8125, loss_cls: 1.6362, loss: 1.6362, grad_norm: 4.7685 2021-01-31 02:25:02,951 - mmaction - INFO - Epoch [93][1600/3757] lr: 1.000e-04, eta: 3:50:50, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8117, loss_cls: 1.6303, loss: 1.6303, grad_norm: 4.8363 2021-01-31 02:25:08,686 - mmaction - INFO - Epoch [93][1620/3757] lr: 1.000e-04, eta: 3:50:40, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.6038, loss: 1.6038, grad_norm: 4.7868 2021-01-31 02:25:14,241 - mmaction - INFO - Epoch [93][1640/3757] lr: 1.000e-04, eta: 3:50:30, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.5806, loss: 1.5806, grad_norm: 4.8068 2021-01-31 02:25:20,603 - mmaction - INFO - Epoch [93][1660/3757] lr: 1.000e-04, eta: 3:50:20, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8266, loss_cls: 1.5578, loss: 1.5578, grad_norm: 4.8010 2021-01-31 02:25:26,797 - mmaction - INFO - Epoch [93][1680/3757] lr: 1.000e-04, eta: 3:50:10, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8141, loss_cls: 1.7079, loss: 1.7079, grad_norm: 4.9617 2021-01-31 02:25:32,634 - mmaction - INFO - Epoch [93][1700/3757] lr: 1.000e-04, eta: 3:50:00, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.7827, loss: 1.7827, grad_norm: 4.9638 2021-01-31 02:25:38,233 - mmaction - INFO - Epoch [93][1720/3757] lr: 1.000e-04, eta: 3:49:50, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8344, loss_cls: 1.5752, loss: 1.5752, grad_norm: 4.7229 2021-01-31 02:25:43,904 - mmaction - INFO - Epoch [93][1740/3757] lr: 1.000e-04, eta: 3:49:40, time: 0.283, data_time: 0.004, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8359, loss_cls: 1.5467, loss: 1.5467, grad_norm: 4.6704 2021-01-31 02:25:50,165 - mmaction - INFO - Epoch [93][1760/3757] lr: 1.000e-04, eta: 3:49:30, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.6275, loss: 1.6275, grad_norm: 4.8362 2021-01-31 02:25:56,446 - mmaction - INFO - Epoch [93][1780/3757] lr: 1.000e-04, eta: 3:49:20, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8117, loss_cls: 1.6615, loss: 1.6615, grad_norm: 4.9225 2021-01-31 02:26:02,451 - mmaction - INFO - Epoch [93][1800/3757] lr: 1.000e-04, eta: 3:49:10, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8242, loss_cls: 1.6088, loss: 1.6088, grad_norm: 4.7855 2021-01-31 02:26:08,265 - mmaction - INFO - Epoch [93][1820/3757] lr: 1.000e-04, eta: 3:48:59, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8227, loss_cls: 1.6109, loss: 1.6109, grad_norm: 4.8085 2021-01-31 02:26:14,598 - mmaction - INFO - Epoch [93][1840/3757] lr: 1.000e-04, eta: 3:48:49, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8180, loss_cls: 1.6631, loss: 1.6631, grad_norm: 4.8420 2021-01-31 02:26:20,369 - mmaction - INFO - Epoch [93][1860/3757] lr: 1.000e-04, eta: 3:48:39, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8273, loss_cls: 1.5883, loss: 1.5883, grad_norm: 4.8602 2021-01-31 02:26:26,245 - mmaction - INFO - Epoch [93][1880/3757] lr: 1.000e-04, eta: 3:48:29, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8258, loss_cls: 1.5846, loss: 1.5846, grad_norm: 4.7072 2021-01-31 02:26:32,454 - mmaction - INFO - Epoch [93][1900/3757] lr: 1.000e-04, eta: 3:48:19, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8016, loss_cls: 1.7064, loss: 1.7064, grad_norm: 4.9111 2021-01-31 02:26:38,113 - mmaction - INFO - Epoch [93][1920/3757] lr: 1.000e-04, eta: 3:48:09, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6702, loss: 1.6702, grad_norm: 4.9313 2021-01-31 02:26:44,075 - mmaction - INFO - Epoch [93][1940/3757] lr: 1.000e-04, eta: 3:47:59, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8258, loss_cls: 1.6275, loss: 1.6275, grad_norm: 4.7703 2021-01-31 02:26:49,906 - mmaction - INFO - Epoch [93][1960/3757] lr: 1.000e-04, eta: 3:47:49, time: 0.291, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8453, loss_cls: 1.5055, loss: 1.5055, grad_norm: 4.7281 2021-01-31 02:26:55,790 - mmaction - INFO - Epoch [93][1980/3757] lr: 1.000e-04, eta: 3:47:39, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8148, loss_cls: 1.6618, loss: 1.6618, grad_norm: 4.9387 2021-01-31 02:27:02,067 - mmaction - INFO - Epoch [93][2000/3757] lr: 1.000e-04, eta: 3:47:29, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8063, loss_cls: 1.6278, loss: 1.6278, grad_norm: 4.8733 2021-01-31 02:27:08,147 - mmaction - INFO - Epoch [93][2020/3757] lr: 1.000e-04, eta: 3:47:19, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.4900, loss: 1.4900, grad_norm: 4.7054 2021-01-31 02:27:14,086 - mmaction - INFO - Epoch [93][2040/3757] lr: 1.000e-04, eta: 3:47:09, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8187, loss_cls: 1.6944, loss: 1.6944, grad_norm: 4.9508 2021-01-31 02:27:19,924 - mmaction - INFO - Epoch [93][2060/3757] lr: 1.000e-04, eta: 3:46:59, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8203, loss_cls: 1.6656, loss: 1.6656, grad_norm: 4.9078 2021-01-31 02:27:26,013 - mmaction - INFO - Epoch [93][2080/3757] lr: 1.000e-04, eta: 3:46:49, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8117, loss_cls: 1.6644, loss: 1.6644, grad_norm: 4.8105 2021-01-31 02:27:31,734 - mmaction - INFO - Epoch [93][2100/3757] lr: 1.000e-04, eta: 3:46:39, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8086, loss_cls: 1.6741, loss: 1.6741, grad_norm: 4.9644 2021-01-31 02:27:38,185 - mmaction - INFO - Epoch [93][2120/3757] lr: 1.000e-04, eta: 3:46:29, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8281, loss_cls: 1.6627, loss: 1.6627, grad_norm: 4.9619 2021-01-31 02:27:44,332 - mmaction - INFO - Epoch [93][2140/3757] lr: 1.000e-04, eta: 3:46:19, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8180, loss_cls: 1.6150, loss: 1.6150, grad_norm: 4.8217 2021-01-31 02:27:50,283 - mmaction - INFO - Epoch [93][2160/3757] lr: 1.000e-04, eta: 3:46:09, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8109, loss_cls: 1.7046, loss: 1.7046, grad_norm: 4.9111 2021-01-31 02:27:56,264 - mmaction - INFO - Epoch [93][2180/3757] lr: 1.000e-04, eta: 3:45:59, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8211, loss_cls: 1.6032, loss: 1.6032, grad_norm: 4.8783 2021-01-31 02:28:02,386 - mmaction - INFO - Epoch [93][2200/3757] lr: 1.000e-04, eta: 3:45:49, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.5691, loss: 1.5691, grad_norm: 4.8214 2021-01-31 02:28:08,702 - mmaction - INFO - Epoch [93][2220/3757] lr: 1.000e-04, eta: 3:45:39, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8203, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.8631 2021-01-31 02:28:14,654 - mmaction - INFO - Epoch [93][2240/3757] lr: 1.000e-04, eta: 3:45:29, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8133, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.9363 2021-01-31 02:28:20,449 - mmaction - INFO - Epoch [93][2260/3757] lr: 1.000e-04, eta: 3:45:19, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8250, loss_cls: 1.6166, loss: 1.6166, grad_norm: 4.8881 2021-01-31 02:28:26,526 - mmaction - INFO - Epoch [93][2280/3757] lr: 1.000e-04, eta: 3:45:09, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.6797, loss: 1.6797, grad_norm: 4.9250 2021-01-31 02:28:32,425 - mmaction - INFO - Epoch [93][2300/3757] lr: 1.000e-04, eta: 3:44:59, time: 0.295, data_time: 0.005, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8266, loss_cls: 1.6413, loss: 1.6413, grad_norm: 4.7833 2021-01-31 02:28:38,712 - mmaction - INFO - Epoch [93][2320/3757] lr: 1.000e-04, eta: 3:44:49, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.5895, loss: 1.5895, grad_norm: 4.7331 2021-01-31 02:28:44,797 - mmaction - INFO - Epoch [93][2340/3757] lr: 1.000e-04, eta: 3:44:39, time: 0.304, data_time: 0.004, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8195, loss_cls: 1.6195, loss: 1.6195, grad_norm: 4.7731 2021-01-31 02:28:50,737 - mmaction - INFO - Epoch [93][2360/3757] lr: 1.000e-04, eta: 3:44:29, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8289, loss_cls: 1.5960, loss: 1.5960, grad_norm: 4.8087 2021-01-31 02:28:56,875 - mmaction - INFO - Epoch [93][2380/3757] lr: 1.000e-04, eta: 3:44:19, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8117, loss_cls: 1.6824, loss: 1.6824, grad_norm: 4.8488 2021-01-31 02:29:03,342 - mmaction - INFO - Epoch [93][2400/3757] lr: 1.000e-04, eta: 3:44:09, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.6622, loss: 1.6622, grad_norm: 4.9003 2021-01-31 02:29:09,098 - mmaction - INFO - Epoch [93][2420/3757] lr: 1.000e-04, eta: 3:43:59, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.7977, loss_cls: 1.7402, loss: 1.7402, grad_norm: 5.0800 2021-01-31 02:29:14,859 - mmaction - INFO - Epoch [93][2440/3757] lr: 1.000e-04, eta: 3:43:49, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8180, loss_cls: 1.6320, loss: 1.6320, grad_norm: 4.9327 2021-01-31 02:29:20,727 - mmaction - INFO - Epoch [93][2460/3757] lr: 1.000e-04, eta: 3:43:39, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7969, loss_cls: 1.7573, loss: 1.7573, grad_norm: 4.9863 2021-01-31 02:29:26,907 - mmaction - INFO - Epoch [93][2480/3757] lr: 1.000e-04, eta: 3:43:29, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8148, loss_cls: 1.6077, loss: 1.6077, grad_norm: 4.7532 2021-01-31 02:29:32,851 - mmaction - INFO - Epoch [93][2500/3757] lr: 1.000e-04, eta: 3:43:19, time: 0.297, data_time: 0.005, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.5524, loss: 1.5524, grad_norm: 4.7378 2021-01-31 02:29:38,874 - mmaction - INFO - Epoch [93][2520/3757] lr: 1.000e-04, eta: 3:43:09, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8344, loss_cls: 1.6292, loss: 1.6292, grad_norm: 4.9013 2021-01-31 02:29:45,545 - mmaction - INFO - Epoch [93][2540/3757] lr: 1.000e-04, eta: 3:42:59, time: 0.333, data_time: 0.004, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8281, loss_cls: 1.6212, loss: 1.6212, grad_norm: 4.9218 2021-01-31 02:29:51,878 - mmaction - INFO - Epoch [93][2560/3757] lr: 1.000e-04, eta: 3:42:49, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8016, loss_cls: 1.7147, loss: 1.7147, grad_norm: 4.8345 2021-01-31 02:29:57,924 - mmaction - INFO - Epoch [93][2580/3757] lr: 1.000e-04, eta: 3:42:39, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8164, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.9731 2021-01-31 02:30:04,158 - mmaction - INFO - Epoch [93][2600/3757] lr: 1.000e-04, eta: 3:42:29, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8352, loss_cls: 1.5988, loss: 1.5988, grad_norm: 4.8667 2021-01-31 02:30:09,759 - mmaction - INFO - Epoch [93][2620/3757] lr: 1.000e-04, eta: 3:42:19, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.6820, loss: 1.6820, grad_norm: 4.8954 2021-01-31 02:30:15,341 - mmaction - INFO - Epoch [93][2640/3757] lr: 1.000e-04, eta: 3:42:09, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8273, loss_cls: 1.5613, loss: 1.5613, grad_norm: 4.7072 2021-01-31 02:30:21,197 - mmaction - INFO - Epoch [93][2660/3757] lr: 1.000e-04, eta: 3:41:58, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.6152, loss: 1.6152, grad_norm: 4.7699 2021-01-31 02:30:27,002 - mmaction - INFO - Epoch [93][2680/3757] lr: 1.000e-04, eta: 3:41:48, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8180, loss_cls: 1.6060, loss: 1.6060, grad_norm: 4.8195 2021-01-31 02:30:32,709 - mmaction - INFO - Epoch [93][2700/3757] lr: 1.000e-04, eta: 3:41:38, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8242, loss_cls: 1.5843, loss: 1.5843, grad_norm: 4.7705 2021-01-31 02:30:39,527 - mmaction - INFO - Epoch [93][2720/3757] lr: 1.000e-04, eta: 3:41:28, time: 0.341, data_time: 0.000, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8422, loss_cls: 1.5170, loss: 1.5170, grad_norm: 4.5908 2021-01-31 02:30:45,263 - mmaction - INFO - Epoch [93][2740/3757] lr: 1.000e-04, eta: 3:41:18, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8258, loss_cls: 1.6141, loss: 1.6141, grad_norm: 4.8104 2021-01-31 02:30:51,667 - mmaction - INFO - Epoch [93][2760/3757] lr: 1.000e-04, eta: 3:41:08, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8281, loss_cls: 1.5867, loss: 1.5867, grad_norm: 4.8180 2021-01-31 02:30:58,348 - mmaction - INFO - Epoch [93][2780/3757] lr: 1.000e-04, eta: 3:40:58, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8250, loss_cls: 1.5744, loss: 1.5744, grad_norm: 4.8027 2021-01-31 02:31:04,016 - mmaction - INFO - Epoch [93][2800/3757] lr: 1.000e-04, eta: 3:40:48, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8031, loss_cls: 1.7235, loss: 1.7235, grad_norm: 5.0175 2021-01-31 02:31:10,040 - mmaction - INFO - Epoch [93][2820/3757] lr: 1.000e-04, eta: 3:40:38, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.5843, loss: 1.5843, grad_norm: 4.7116 2021-01-31 02:31:16,497 - mmaction - INFO - Epoch [93][2840/3757] lr: 1.000e-04, eta: 3:40:28, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8313, loss_cls: 1.5529, loss: 1.5529, grad_norm: 4.7536 2021-01-31 02:31:22,479 - mmaction - INFO - Epoch [93][2860/3757] lr: 1.000e-04, eta: 3:40:18, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8258, loss_cls: 1.5491, loss: 1.5491, grad_norm: 4.6896 2021-01-31 02:31:29,043 - mmaction - INFO - Epoch [93][2880/3757] lr: 1.000e-04, eta: 3:40:08, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8359, loss_cls: 1.5582, loss: 1.5582, grad_norm: 4.8489 2021-01-31 02:31:35,240 - mmaction - INFO - Epoch [93][2900/3757] lr: 1.000e-04, eta: 3:39:58, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8195, loss_cls: 1.5703, loss: 1.5703, grad_norm: 4.8305 2021-01-31 02:31:41,101 - mmaction - INFO - Epoch [93][2920/3757] lr: 1.000e-04, eta: 3:39:48, time: 0.293, data_time: 0.000, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8273, loss_cls: 1.5617, loss: 1.5617, grad_norm: 4.7738 2021-01-31 02:31:47,537 - mmaction - INFO - Epoch [93][2940/3757] lr: 1.000e-04, eta: 3:39:38, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8180, loss_cls: 1.6821, loss: 1.6821, grad_norm: 4.9669 2021-01-31 02:31:53,412 - mmaction - INFO - Epoch [93][2960/3757] lr: 1.000e-04, eta: 3:39:28, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.0006 2021-01-31 02:31:59,429 - mmaction - INFO - Epoch [93][2980/3757] lr: 1.000e-04, eta: 3:39:18, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8203, loss_cls: 1.5930, loss: 1.5930, grad_norm: 4.8231 2021-01-31 02:32:05,099 - mmaction - INFO - Epoch [93][3000/3757] lr: 1.000e-04, eta: 3:39:08, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8359, loss_cls: 1.5655, loss: 1.5655, grad_norm: 4.7647 2021-01-31 02:32:11,325 - mmaction - INFO - Epoch [93][3020/3757] lr: 1.000e-04, eta: 3:38:58, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8133, loss_cls: 1.6259, loss: 1.6259, grad_norm: 4.7471 2021-01-31 02:32:17,487 - mmaction - INFO - Epoch [93][3040/3757] lr: 1.000e-04, eta: 3:38:48, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.5744, loss: 1.5744, grad_norm: 4.8073 2021-01-31 02:32:23,389 - mmaction - INFO - Epoch [93][3060/3757] lr: 1.000e-04, eta: 3:38:38, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5293, loss: 1.5293, grad_norm: 4.6603 2021-01-31 02:32:30,101 - mmaction - INFO - Epoch [93][3080/3757] lr: 1.000e-04, eta: 3:38:28, time: 0.336, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8195, loss_cls: 1.6084, loss: 1.6084, grad_norm: 4.7900 2021-01-31 02:32:36,600 - mmaction - INFO - Epoch [93][3100/3757] lr: 1.000e-04, eta: 3:38:18, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8117, loss_cls: 1.6666, loss: 1.6666, grad_norm: 4.9544 2021-01-31 02:32:42,321 - mmaction - INFO - Epoch [93][3120/3757] lr: 1.000e-04, eta: 3:38:08, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8313, loss_cls: 1.5826, loss: 1.5826, grad_norm: 4.8285 2021-01-31 02:32:48,226 - mmaction - INFO - Epoch [93][3140/3757] lr: 1.000e-04, eta: 3:37:58, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.5708, loss: 1.5708, grad_norm: 4.8177 2021-01-31 02:32:54,468 - mmaction - INFO - Epoch [93][3160/3757] lr: 1.000e-04, eta: 3:37:48, time: 0.312, data_time: 0.004, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8273, loss_cls: 1.6321, loss: 1.6321, grad_norm: 4.9751 2021-01-31 02:33:00,214 - mmaction - INFO - Epoch [93][3180/3757] lr: 1.000e-04, eta: 3:37:38, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.5971, loss: 1.5971, grad_norm: 4.7862 2021-01-31 02:33:06,685 - mmaction - INFO - Epoch [93][3200/3757] lr: 1.000e-04, eta: 3:37:28, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8109, loss_cls: 1.6153, loss: 1.6153, grad_norm: 4.7742 2021-01-31 02:33:12,575 - mmaction - INFO - Epoch [93][3220/3757] lr: 1.000e-04, eta: 3:37:18, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6485, loss: 1.6485, grad_norm: 4.9432 2021-01-31 02:33:19,067 - mmaction - INFO - Epoch [93][3240/3757] lr: 1.000e-04, eta: 3:37:08, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8047, loss_cls: 1.6582, loss: 1.6582, grad_norm: 4.8445 2021-01-31 02:33:24,667 - mmaction - INFO - Epoch [93][3260/3757] lr: 1.000e-04, eta: 3:36:58, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8273, loss_cls: 1.6370, loss: 1.6370, grad_norm: 4.8812 2021-01-31 02:33:30,405 - mmaction - INFO - Epoch [93][3280/3757] lr: 1.000e-04, eta: 3:36:48, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8070, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.0928 2021-01-31 02:33:36,609 - mmaction - INFO - Epoch [93][3300/3757] lr: 1.000e-04, eta: 3:36:38, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7240, loss: 1.7240, grad_norm: 4.8962 2021-01-31 02:33:42,594 - mmaction - INFO - Epoch [93][3320/3757] lr: 1.000e-04, eta: 3:36:28, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8391, loss_cls: 1.5372, loss: 1.5372, grad_norm: 4.7977 2021-01-31 02:33:49,130 - mmaction - INFO - Epoch [93][3340/3757] lr: 1.000e-04, eta: 3:36:18, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8336, loss_cls: 1.5606, loss: 1.5606, grad_norm: 4.8305 2021-01-31 02:33:54,944 - mmaction - INFO - Epoch [93][3360/3757] lr: 1.000e-04, eta: 3:36:08, time: 0.291, data_time: 0.004, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.5918, loss: 1.5918, grad_norm: 4.7183 2021-01-31 02:34:00,979 - mmaction - INFO - Epoch [93][3380/3757] lr: 1.000e-04, eta: 3:35:58, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8078, loss_cls: 1.6352, loss: 1.6352, grad_norm: 4.7937 2021-01-31 02:34:07,269 - mmaction - INFO - Epoch [93][3400/3757] lr: 1.000e-04, eta: 3:35:49, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8242, loss_cls: 1.6015, loss: 1.6015, grad_norm: 4.7799 2021-01-31 02:34:13,278 - mmaction - INFO - Epoch [93][3420/3757] lr: 1.000e-04, eta: 3:35:39, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8117, loss_cls: 1.7150, loss: 1.7150, grad_norm: 5.0589 2021-01-31 02:34:19,459 - mmaction - INFO - Epoch [93][3440/3757] lr: 1.000e-04, eta: 3:35:29, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8250, loss_cls: 1.5879, loss: 1.5879, grad_norm: 4.8625 2021-01-31 02:34:26,214 - mmaction - INFO - Epoch [93][3460/3757] lr: 1.000e-04, eta: 3:35:19, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8258, loss_cls: 1.6285, loss: 1.6285, grad_norm: 4.9279 2021-01-31 02:34:32,372 - mmaction - INFO - Epoch [93][3480/3757] lr: 1.000e-04, eta: 3:35:09, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.6453, loss: 1.6453, grad_norm: 4.8202 2021-01-31 02:34:38,608 - mmaction - INFO - Epoch [93][3500/3757] lr: 1.000e-04, eta: 3:34:59, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8250, loss_cls: 1.6242, loss: 1.6242, grad_norm: 4.8309 2021-01-31 02:34:44,191 - mmaction - INFO - Epoch [93][3520/3757] lr: 1.000e-04, eta: 3:34:49, time: 0.278, data_time: 0.004, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.6894, loss: 1.6894, grad_norm: 4.9475 2021-01-31 02:34:50,456 - mmaction - INFO - Epoch [93][3540/3757] lr: 1.000e-04, eta: 3:34:39, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.5536, loss: 1.5536, grad_norm: 4.8173 2021-01-31 02:34:56,071 - mmaction - INFO - Epoch [93][3560/3757] lr: 1.000e-04, eta: 3:34:29, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.7108, loss: 1.7108, grad_norm: 4.9274 2021-01-31 02:35:02,222 - mmaction - INFO - Epoch [93][3580/3757] lr: 1.000e-04, eta: 3:34:19, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8352, loss_cls: 1.5332, loss: 1.5332, grad_norm: 4.7075 2021-01-31 02:35:08,747 - mmaction - INFO - Epoch [93][3600/3757] lr: 1.000e-04, eta: 3:34:09, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8102, loss_cls: 1.6501, loss: 1.6501, grad_norm: 4.9125 2021-01-31 02:35:14,506 - mmaction - INFO - Epoch [93][3620/3757] lr: 1.000e-04, eta: 3:33:59, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8023, loss_cls: 1.6839, loss: 1.6839, grad_norm: 4.8506 2021-01-31 02:35:21,846 - mmaction - INFO - Epoch [93][3640/3757] lr: 1.000e-04, eta: 3:33:49, time: 0.367, data_time: 0.002, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8242, loss_cls: 1.5903, loss: 1.5903, grad_norm: 4.8610 2021-01-31 02:35:27,256 - mmaction - INFO - Epoch [93][3660/3757] lr: 1.000e-04, eta: 3:33:39, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8375, loss_cls: 1.6079, loss: 1.6079, grad_norm: 4.8813 2021-01-31 02:35:33,111 - mmaction - INFO - Epoch [93][3680/3757] lr: 1.000e-04, eta: 3:33:29, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.6688, loss: 1.6688, grad_norm: 4.8530 2021-01-31 02:35:38,899 - mmaction - INFO - Epoch [93][3700/3757] lr: 1.000e-04, eta: 3:33:19, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5619, loss: 1.5619, grad_norm: 4.8124 2021-01-31 02:35:45,083 - mmaction - INFO - Epoch [93][3720/3757] lr: 1.000e-04, eta: 3:33:09, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.6918, loss: 1.6918, grad_norm: 4.9376 2021-01-31 02:35:51,117 - mmaction - INFO - Epoch [93][3740/3757] lr: 1.000e-04, eta: 3:32:59, time: 0.302, data_time: 0.003, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8336, loss_cls: 1.5404, loss: 1.5404, grad_norm: 4.7134 2021-01-31 02:36:09,036 - mmaction - INFO - Saving checkpoint at 93 epochs 2021-01-31 02:46:37,246 - mmaction - INFO - Epoch [94][20/3757] lr: 1.000e-04, eta: 3:33:27, time: 31.389, data_time: 31.003, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.7142, loss: 1.7142, grad_norm: 4.9779 2021-01-31 02:46:41,453 - mmaction - INFO - Epoch [94][40/3757] lr: 1.000e-04, eta: 3:33:16, time: 0.223, data_time: 0.016, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8227, loss_cls: 1.6502, loss: 1.6502, grad_norm: 4.9077 2021-01-31 02:46:45,583 - mmaction - INFO - Epoch [94][60/3757] lr: 1.000e-04, eta: 3:33:06, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.5898, loss: 1.5898, grad_norm: 4.8135 2021-01-31 02:46:49,743 - mmaction - INFO - Epoch [94][80/3757] lr: 1.000e-04, eta: 3:32:56, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6737, loss: 1.6737, grad_norm: 5.0415 2021-01-31 02:46:53,993 - mmaction - INFO - Epoch [94][100/3757] lr: 1.000e-04, eta: 3:32:46, time: 0.213, data_time: 0.005, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8281, loss_cls: 1.6009, loss: 1.6009, grad_norm: 4.7967 2021-01-31 02:46:58,122 - mmaction - INFO - Epoch [94][120/3757] lr: 1.000e-04, eta: 3:32:36, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.6437, loss: 1.6437, grad_norm: 4.7984 2021-01-31 02:47:02,305 - mmaction - INFO - Epoch [94][140/3757] lr: 1.000e-04, eta: 3:32:26, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8172, loss_cls: 1.6565, loss: 1.6565, grad_norm: 4.8915 2021-01-31 02:47:06,579 - mmaction - INFO - Epoch [94][160/3757] lr: 1.000e-04, eta: 3:32:15, time: 0.214, data_time: 0.004, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.5228, loss: 1.5228, grad_norm: 4.8474 2021-01-31 02:47:10,716 - mmaction - INFO - Epoch [94][180/3757] lr: 1.000e-04, eta: 3:32:05, time: 0.207, data_time: 0.002, memory: 3385, top1_acc: 0.6383, top5_acc: 0.8391, loss_cls: 1.4815, loss: 1.4815, grad_norm: 4.5581 2021-01-31 02:47:14,968 - mmaction - INFO - Epoch [94][200/3757] lr: 1.000e-04, eta: 3:31:55, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.5802, loss: 1.5802, grad_norm: 4.8909 2021-01-31 02:47:19,106 - mmaction - INFO - Epoch [94][220/3757] lr: 1.000e-04, eta: 3:31:45, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8258, loss_cls: 1.6268, loss: 1.6268, grad_norm: 4.8367 2021-01-31 02:47:23,309 - mmaction - INFO - Epoch [94][240/3757] lr: 1.000e-04, eta: 3:31:35, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8398, loss_cls: 1.5670, loss: 1.5670, grad_norm: 4.7747 2021-01-31 02:47:27,594 - mmaction - INFO - Epoch [94][260/3757] lr: 1.000e-04, eta: 3:31:25, time: 0.215, data_time: 0.003, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8203, loss_cls: 1.6287, loss: 1.6287, grad_norm: 4.9751 2021-01-31 02:47:31,744 - mmaction - INFO - Epoch [94][280/3757] lr: 1.000e-04, eta: 3:31:15, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.5220, loss: 1.5220, grad_norm: 4.6630 2021-01-31 02:47:36,040 - mmaction - INFO - Epoch [94][300/3757] lr: 1.000e-04, eta: 3:31:04, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8273, loss_cls: 1.6437, loss: 1.6437, grad_norm: 4.8593 2021-01-31 02:47:40,279 - mmaction - INFO - Epoch [94][320/3757] lr: 1.000e-04, eta: 3:30:54, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8227, loss_cls: 1.6309, loss: 1.6309, grad_norm: 4.8624 2021-01-31 02:47:44,604 - mmaction - INFO - Epoch [94][340/3757] lr: 1.000e-04, eta: 3:30:44, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8078, loss_cls: 1.6332, loss: 1.6332, grad_norm: 4.9478 2021-01-31 02:47:48,815 - mmaction - INFO - Epoch [94][360/3757] lr: 1.000e-04, eta: 3:30:34, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.7984, loss_cls: 1.6898, loss: 1.6898, grad_norm: 4.8998 2021-01-31 02:47:53,216 - mmaction - INFO - Epoch [94][380/3757] lr: 1.000e-04, eta: 3:30:24, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8211, loss_cls: 1.5998, loss: 1.5998, grad_norm: 4.9009 2021-01-31 02:47:57,645 - mmaction - INFO - Epoch [94][400/3757] lr: 1.000e-04, eta: 3:30:14, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8086, loss_cls: 1.6731, loss: 1.6731, grad_norm: 4.9800 2021-01-31 02:48:02,000 - mmaction - INFO - Epoch [94][420/3757] lr: 1.000e-04, eta: 3:30:04, time: 0.218, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.5531, loss: 1.5531, grad_norm: 4.7172 2021-01-31 02:48:06,575 - mmaction - INFO - Epoch [94][440/3757] lr: 1.000e-04, eta: 3:29:53, time: 0.229, data_time: 0.000, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8102, loss_cls: 1.6980, loss: 1.6980, grad_norm: 4.9075 2021-01-31 02:48:11,052 - mmaction - INFO - Epoch [94][460/3757] lr: 1.000e-04, eta: 3:29:43, time: 0.224, data_time: 0.002, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8141, loss_cls: 1.6247, loss: 1.6247, grad_norm: 4.8957 2021-01-31 02:48:15,528 - mmaction - INFO - Epoch [94][480/3757] lr: 1.000e-04, eta: 3:29:33, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8086, loss_cls: 1.7522, loss: 1.7522, grad_norm: 5.0560 2021-01-31 02:48:20,532 - mmaction - INFO - Epoch [94][500/3757] lr: 1.000e-04, eta: 3:29:23, time: 0.251, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8102, loss_cls: 1.7422, loss: 1.7422, grad_norm: 4.9149 2021-01-31 02:48:25,464 - mmaction - INFO - Epoch [94][520/3757] lr: 1.000e-04, eta: 3:29:13, time: 0.246, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.5926, loss: 1.5926, grad_norm: 4.6857 2021-01-31 02:48:29,958 - mmaction - INFO - Epoch [94][540/3757] lr: 1.000e-04, eta: 3:29:03, time: 0.225, data_time: 0.003, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8227, loss_cls: 1.5518, loss: 1.5518, grad_norm: 4.7020 2021-01-31 02:48:34,728 - mmaction - INFO - Epoch [94][560/3757] lr: 1.000e-04, eta: 3:28:53, time: 0.239, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7984, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.0481 2021-01-31 02:48:39,109 - mmaction - INFO - Epoch [94][580/3757] lr: 1.000e-04, eta: 3:28:43, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.6059, loss: 1.6059, grad_norm: 4.7755 2021-01-31 02:48:43,801 - mmaction - INFO - Epoch [94][600/3757] lr: 1.000e-04, eta: 3:28:33, time: 0.234, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8258, loss_cls: 1.5789, loss: 1.5789, grad_norm: 4.7382 2021-01-31 02:48:49,010 - mmaction - INFO - Epoch [94][620/3757] lr: 1.000e-04, eta: 3:28:22, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7165, loss: 1.7165, grad_norm: 4.9377 2021-01-31 02:48:54,303 - mmaction - INFO - Epoch [94][640/3757] lr: 1.000e-04, eta: 3:28:12, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8266, loss_cls: 1.5997, loss: 1.5997, grad_norm: 4.7624 2021-01-31 02:48:59,389 - mmaction - INFO - Epoch [94][660/3757] lr: 1.000e-04, eta: 3:28:02, time: 0.257, data_time: 0.006, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8258, loss_cls: 1.6012, loss: 1.6012, grad_norm: 4.8249 2021-01-31 02:49:04,632 - mmaction - INFO - Epoch [94][680/3757] lr: 1.000e-04, eta: 3:27:52, time: 0.262, data_time: 0.003, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8180, loss_cls: 1.6416, loss: 1.6416, grad_norm: 4.7159 2021-01-31 02:49:09,743 - mmaction - INFO - Epoch [94][700/3757] lr: 1.000e-04, eta: 3:27:42, time: 0.256, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8086, loss_cls: 1.6952, loss: 1.6952, grad_norm: 4.8772 2021-01-31 02:49:15,173 - mmaction - INFO - Epoch [94][720/3757] lr: 1.000e-04, eta: 3:27:32, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.5473, loss: 1.5473, grad_norm: 4.7676 2021-01-31 02:49:20,772 - mmaction - INFO - Epoch [94][740/3757] lr: 1.000e-04, eta: 3:27:22, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8422, loss_cls: 1.5194, loss: 1.5194, grad_norm: 4.6776 2021-01-31 02:49:25,657 - mmaction - INFO - Epoch [94][760/3757] lr: 1.000e-04, eta: 3:27:12, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7217, loss: 1.7217, grad_norm: 4.9476 2021-01-31 02:49:31,280 - mmaction - INFO - Epoch [94][780/3757] lr: 1.000e-04, eta: 3:27:02, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8203, loss_cls: 1.6054, loss: 1.6054, grad_norm: 4.7493 2021-01-31 02:49:37,049 - mmaction - INFO - Epoch [94][800/3757] lr: 1.000e-04, eta: 3:26:52, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.7199, loss: 1.7199, grad_norm: 4.8566 2021-01-31 02:49:43,277 - mmaction - INFO - Epoch [94][820/3757] lr: 1.000e-04, eta: 3:26:42, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8063, loss_cls: 1.6500, loss: 1.6500, grad_norm: 4.8742 2021-01-31 02:49:48,430 - mmaction - INFO - Epoch [94][840/3757] lr: 1.000e-04, eta: 3:26:32, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8320, loss_cls: 1.5604, loss: 1.5604, grad_norm: 4.8663 2021-01-31 02:49:54,001 - mmaction - INFO - Epoch [94][860/3757] lr: 1.000e-04, eta: 3:26:22, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8102, loss_cls: 1.7156, loss: 1.7156, grad_norm: 4.9734 2021-01-31 02:49:59,709 - mmaction - INFO - Epoch [94][880/3757] lr: 1.000e-04, eta: 3:26:12, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8164, loss_cls: 1.6757, loss: 1.6757, grad_norm: 4.9903 2021-01-31 02:50:06,022 - mmaction - INFO - Epoch [94][900/3757] lr: 1.000e-04, eta: 3:26:02, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6211, loss: 1.6211, grad_norm: 4.9498 2021-01-31 02:50:11,836 - mmaction - INFO - Epoch [94][920/3757] lr: 1.000e-04, eta: 3:25:52, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8313, loss_cls: 1.5357, loss: 1.5357, grad_norm: 4.7472 2021-01-31 02:50:17,139 - mmaction - INFO - Epoch [94][940/3757] lr: 1.000e-04, eta: 3:25:42, time: 0.266, data_time: 0.003, memory: 3385, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.7527, loss: 1.7527, grad_norm: 5.0904 2021-01-31 02:50:23,135 - mmaction - INFO - Epoch [94][960/3757] lr: 1.000e-04, eta: 3:25:32, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8273, loss_cls: 1.5996, loss: 1.5996, grad_norm: 4.8196 2021-01-31 02:50:29,101 - mmaction - INFO - Epoch [94][980/3757] lr: 1.000e-04, eta: 3:25:22, time: 0.298, data_time: 0.003, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5437, loss: 1.5437, grad_norm: 4.6801 2021-01-31 02:50:34,584 - mmaction - INFO - Epoch [94][1000/3757] lr: 1.000e-04, eta: 3:25:12, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8242, loss_cls: 1.5980, loss: 1.5980, grad_norm: 4.7575 2021-01-31 02:50:40,277 - mmaction - INFO - Epoch [94][1020/3757] lr: 1.000e-04, eta: 3:25:02, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8164, loss_cls: 1.7210, loss: 1.7210, grad_norm: 5.1061 2021-01-31 02:50:45,786 - mmaction - INFO - Epoch [94][1040/3757] lr: 1.000e-04, eta: 3:24:52, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8195, loss_cls: 1.6535, loss: 1.6535, grad_norm: 4.8297 2021-01-31 02:50:51,048 - mmaction - INFO - Epoch [94][1060/3757] lr: 1.000e-04, eta: 3:24:42, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8297, loss_cls: 1.5823, loss: 1.5823, grad_norm: 4.6654 2021-01-31 02:50:56,856 - mmaction - INFO - Epoch [94][1080/3757] lr: 1.000e-04, eta: 3:24:32, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7867, loss_cls: 1.8032, loss: 1.8032, grad_norm: 5.1213 2021-01-31 02:51:02,780 - mmaction - INFO - Epoch [94][1100/3757] lr: 1.000e-04, eta: 3:24:22, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.5946, loss: 1.5946, grad_norm: 4.8017 2021-01-31 02:51:08,151 - mmaction - INFO - Epoch [94][1120/3757] lr: 1.000e-04, eta: 3:24:11, time: 0.269, data_time: 0.004, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8039, loss_cls: 1.6930, loss: 1.6930, grad_norm: 4.8414 2021-01-31 02:51:14,122 - mmaction - INFO - Epoch [94][1140/3757] lr: 1.000e-04, eta: 3:24:01, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 1.5599, loss: 1.5599, grad_norm: 4.7682 2021-01-31 02:51:19,691 - mmaction - INFO - Epoch [94][1160/3757] lr: 1.000e-04, eta: 3:23:51, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.6018, loss: 1.6018, grad_norm: 4.7791 2021-01-31 02:51:25,195 - mmaction - INFO - Epoch [94][1180/3757] lr: 1.000e-04, eta: 3:23:41, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8313, loss_cls: 1.5704, loss: 1.5704, grad_norm: 4.6866 2021-01-31 02:51:31,499 - mmaction - INFO - Epoch [94][1200/3757] lr: 1.000e-04, eta: 3:23:31, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8187, loss_cls: 1.6339, loss: 1.6339, grad_norm: 4.7257 2021-01-31 02:51:37,742 - mmaction - INFO - Epoch [94][1220/3757] lr: 1.000e-04, eta: 3:23:21, time: 0.312, data_time: 0.000, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8258, loss_cls: 1.6148, loss: 1.6148, grad_norm: 4.8760 2021-01-31 02:51:43,934 - mmaction - INFO - Epoch [94][1240/3757] lr: 1.000e-04, eta: 3:23:11, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8266, loss_cls: 1.5823, loss: 1.5823, grad_norm: 4.7859 2021-01-31 02:51:49,661 - mmaction - INFO - Epoch [94][1260/3757] lr: 1.000e-04, eta: 3:23:01, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.6361, loss: 1.6361, grad_norm: 4.8650 2021-01-31 02:51:55,240 - mmaction - INFO - Epoch [94][1280/3757] lr: 1.000e-04, eta: 3:22:51, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.6601, loss: 1.6601, grad_norm: 4.7757 2021-01-31 02:52:01,210 - mmaction - INFO - Epoch [94][1300/3757] lr: 1.000e-04, eta: 3:22:41, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.5941, loss: 1.5941, grad_norm: 4.9019 2021-01-31 02:52:06,903 - mmaction - INFO - Epoch [94][1320/3757] lr: 1.000e-04, eta: 3:22:31, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8156, loss_cls: 1.6482, loss: 1.6482, grad_norm: 4.9067 2021-01-31 02:52:11,992 - mmaction - INFO - Epoch [94][1340/3757] lr: 1.000e-04, eta: 3:22:21, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8258, loss_cls: 1.6384, loss: 1.6384, grad_norm: 4.8887 2021-01-31 02:52:17,698 - mmaction - INFO - Epoch [94][1360/3757] lr: 1.000e-04, eta: 3:22:11, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.7906, loss_cls: 1.7549, loss: 1.7549, grad_norm: 5.0193 2021-01-31 02:52:23,189 - mmaction - INFO - Epoch [94][1380/3757] lr: 1.000e-04, eta: 3:22:01, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8250, loss_cls: 1.5479, loss: 1.5479, grad_norm: 4.7071 2021-01-31 02:52:29,050 - mmaction - INFO - Epoch [94][1400/3757] lr: 1.000e-04, eta: 3:21:51, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8430, loss_cls: 1.5073, loss: 1.5073, grad_norm: 4.7323 2021-01-31 02:52:34,964 - mmaction - INFO - Epoch [94][1420/3757] lr: 1.000e-04, eta: 3:21:41, time: 0.296, data_time: 0.006, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8203, loss_cls: 1.5760, loss: 1.5760, grad_norm: 4.6503 2021-01-31 02:52:40,800 - mmaction - INFO - Epoch [94][1440/3757] lr: 1.000e-04, eta: 3:21:31, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8313, loss_cls: 1.5442, loss: 1.5442, grad_norm: 4.8027 2021-01-31 02:52:46,386 - mmaction - INFO - Epoch [94][1460/3757] lr: 1.000e-04, eta: 3:21:21, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8078, loss_cls: 1.6251, loss: 1.6251, grad_norm: 4.8700 2021-01-31 02:52:52,401 - mmaction - INFO - Epoch [94][1480/3757] lr: 1.000e-04, eta: 3:21:11, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8234, loss_cls: 1.6508, loss: 1.6508, grad_norm: 4.9021 2021-01-31 02:52:58,286 - mmaction - INFO - Epoch [94][1500/3757] lr: 1.000e-04, eta: 3:21:01, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8109, loss_cls: 1.6303, loss: 1.6303, grad_norm: 4.8203 2021-01-31 02:53:04,202 - mmaction - INFO - Epoch [94][1520/3757] lr: 1.000e-04, eta: 3:20:51, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.6744, loss: 1.6744, grad_norm: 4.9177 2021-01-31 02:53:10,347 - mmaction - INFO - Epoch [94][1540/3757] lr: 1.000e-04, eta: 3:20:41, time: 0.308, data_time: 0.006, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.7360, loss: 1.7360, grad_norm: 4.9904 2021-01-31 02:53:16,327 - mmaction - INFO - Epoch [94][1560/3757] lr: 1.000e-04, eta: 3:20:31, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8234, loss_cls: 1.6544, loss: 1.6544, grad_norm: 5.0123 2021-01-31 02:53:22,568 - mmaction - INFO - Epoch [94][1580/3757] lr: 1.000e-04, eta: 3:20:21, time: 0.312, data_time: 0.004, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8203, loss_cls: 1.6704, loss: 1.6704, grad_norm: 4.8351 2021-01-31 02:53:28,677 - mmaction - INFO - Epoch [94][1600/3757] lr: 1.000e-04, eta: 3:20:11, time: 0.305, data_time: 0.003, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8172, loss_cls: 1.6894, loss: 1.6894, grad_norm: 5.0016 2021-01-31 02:53:34,299 - mmaction - INFO - Epoch [94][1620/3757] lr: 1.000e-04, eta: 3:20:01, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.6259, loss: 1.6259, grad_norm: 4.8335 2021-01-31 02:53:40,384 - mmaction - INFO - Epoch [94][1640/3757] lr: 1.000e-04, eta: 3:19:51, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8094, loss_cls: 1.6525, loss: 1.6525, grad_norm: 4.7246 2021-01-31 02:53:46,495 - mmaction - INFO - Epoch [94][1660/3757] lr: 1.000e-04, eta: 3:19:41, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8008, loss_cls: 1.7252, loss: 1.7252, grad_norm: 4.8928 2021-01-31 02:53:51,873 - mmaction - INFO - Epoch [94][1680/3757] lr: 1.000e-04, eta: 3:19:31, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8063, loss_cls: 1.7177, loss: 1.7177, grad_norm: 5.0045 2021-01-31 02:53:58,035 - mmaction - INFO - Epoch [94][1700/3757] lr: 1.000e-04, eta: 3:19:21, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8211, loss_cls: 1.6345, loss: 1.6345, grad_norm: 4.7592 2021-01-31 02:54:03,615 - mmaction - INFO - Epoch [94][1720/3757] lr: 1.000e-04, eta: 3:19:11, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8070, loss_cls: 1.6685, loss: 1.6685, grad_norm: 4.9803 2021-01-31 02:54:09,378 - mmaction - INFO - Epoch [94][1740/3757] lr: 1.000e-04, eta: 3:19:01, time: 0.288, data_time: 0.005, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8195, loss_cls: 1.6408, loss: 1.6408, grad_norm: 4.8601 2021-01-31 02:54:15,036 - mmaction - INFO - Epoch [94][1760/3757] lr: 1.000e-04, eta: 3:18:51, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8352, loss_cls: 1.5685, loss: 1.5685, grad_norm: 4.7716 2021-01-31 02:54:20,655 - mmaction - INFO - Epoch [94][1780/3757] lr: 1.000e-04, eta: 3:18:41, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8180, loss_cls: 1.5822, loss: 1.5822, grad_norm: 4.6761 2021-01-31 02:54:27,000 - mmaction - INFO - Epoch [94][1800/3757] lr: 1.000e-04, eta: 3:18:31, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8094, loss_cls: 1.6160, loss: 1.6160, grad_norm: 4.7320 2021-01-31 02:54:32,832 - mmaction - INFO - Epoch [94][1820/3757] lr: 1.000e-04, eta: 3:18:21, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8234, loss_cls: 1.5883, loss: 1.5883, grad_norm: 4.8624 2021-01-31 02:54:38,072 - mmaction - INFO - Epoch [94][1840/3757] lr: 1.000e-04, eta: 3:18:11, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.7189, loss: 1.7189, grad_norm: 4.9395 2021-01-31 02:54:43,857 - mmaction - INFO - Epoch [94][1860/3757] lr: 1.000e-04, eta: 3:18:01, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5746, loss: 1.5746, grad_norm: 4.7390 2021-01-31 02:54:49,471 - mmaction - INFO - Epoch [94][1880/3757] lr: 1.000e-04, eta: 3:17:51, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8172, loss_cls: 1.7053, loss: 1.7053, grad_norm: 4.8754 2021-01-31 02:54:56,111 - mmaction - INFO - Epoch [94][1900/3757] lr: 1.000e-04, eta: 3:17:41, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8320, loss_cls: 1.6271, loss: 1.6271, grad_norm: 4.9312 2021-01-31 02:55:01,866 - mmaction - INFO - Epoch [94][1920/3757] lr: 1.000e-04, eta: 3:17:31, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8063, loss_cls: 1.7108, loss: 1.7108, grad_norm: 4.9963 2021-01-31 02:55:07,276 - mmaction - INFO - Epoch [94][1940/3757] lr: 1.000e-04, eta: 3:17:21, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8313, loss_cls: 1.5617, loss: 1.5617, grad_norm: 4.7582 2021-01-31 02:55:12,791 - mmaction - INFO - Epoch [94][1960/3757] lr: 1.000e-04, eta: 3:17:11, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.5844, loss: 1.5844, grad_norm: 4.7495 2021-01-31 02:55:18,624 - mmaction - INFO - Epoch [94][1980/3757] lr: 1.000e-04, eta: 3:17:01, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8164, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.0318 2021-01-31 02:55:25,166 - mmaction - INFO - Epoch [94][2000/3757] lr: 1.000e-04, eta: 3:16:51, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6059, loss: 1.6059, grad_norm: 4.8366 2021-01-31 02:55:31,623 - mmaction - INFO - Epoch [94][2020/3757] lr: 1.000e-04, eta: 3:16:42, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8094, loss_cls: 1.6826, loss: 1.6826, grad_norm: 4.9361 2021-01-31 02:55:37,457 - mmaction - INFO - Epoch [94][2040/3757] lr: 1.000e-04, eta: 3:16:32, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8125, loss_cls: 1.6083, loss: 1.6083, grad_norm: 4.8917 2021-01-31 02:55:43,593 - mmaction - INFO - Epoch [94][2060/3757] lr: 1.000e-04, eta: 3:16:22, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6649, loss: 1.6649, grad_norm: 4.9527 2021-01-31 02:55:49,249 - mmaction - INFO - Epoch [94][2080/3757] lr: 1.000e-04, eta: 3:16:12, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8117, loss_cls: 1.6519, loss: 1.6519, grad_norm: 4.9644 2021-01-31 02:55:55,498 - mmaction - INFO - Epoch [94][2100/3757] lr: 1.000e-04, eta: 3:16:02, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.5727, top5_acc: 0.7977, loss_cls: 1.7450, loss: 1.7450, grad_norm: 5.0609 2021-01-31 02:56:01,118 - mmaction - INFO - Epoch [94][2120/3757] lr: 1.000e-04, eta: 3:15:52, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8305, loss_cls: 1.5385, loss: 1.5385, grad_norm: 4.7438 2021-01-31 02:56:07,163 - mmaction - INFO - Epoch [94][2140/3757] lr: 1.000e-04, eta: 3:15:42, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.7284, loss: 1.7284, grad_norm: 4.9922 2021-01-31 02:56:13,007 - mmaction - INFO - Epoch [94][2160/3757] lr: 1.000e-04, eta: 3:15:32, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.5946, loss: 1.5946, grad_norm: 4.7954 2021-01-31 02:56:18,926 - mmaction - INFO - Epoch [94][2180/3757] lr: 1.000e-04, eta: 3:15:22, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8180, loss_cls: 1.6640, loss: 1.6640, grad_norm: 4.8978 2021-01-31 02:56:24,799 - mmaction - INFO - Epoch [94][2200/3757] lr: 1.000e-04, eta: 3:15:12, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5591, loss: 1.5591, grad_norm: 4.7625 2021-01-31 02:56:30,835 - mmaction - INFO - Epoch [94][2220/3757] lr: 1.000e-04, eta: 3:15:02, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8148, loss_cls: 1.6182, loss: 1.6182, grad_norm: 4.8369 2021-01-31 02:56:36,438 - mmaction - INFO - Epoch [94][2240/3757] lr: 1.000e-04, eta: 3:14:52, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8320, loss_cls: 1.5627, loss: 1.5627, grad_norm: 4.8351 2021-01-31 02:56:42,335 - mmaction - INFO - Epoch [94][2260/3757] lr: 1.000e-04, eta: 3:14:42, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8141, loss_cls: 1.6059, loss: 1.6059, grad_norm: 4.8166 2021-01-31 02:56:48,173 - mmaction - INFO - Epoch [94][2280/3757] lr: 1.000e-04, eta: 3:14:32, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8195, loss_cls: 1.6600, loss: 1.6600, grad_norm: 4.9841 2021-01-31 02:56:53,604 - mmaction - INFO - Epoch [94][2300/3757] lr: 1.000e-04, eta: 3:14:22, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8242, loss_cls: 1.6229, loss: 1.6229, grad_norm: 4.8637 2021-01-31 02:56:59,775 - mmaction - INFO - Epoch [94][2320/3757] lr: 1.000e-04, eta: 3:14:12, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.5997, loss: 1.5997, grad_norm: 4.9327 2021-01-31 02:57:06,046 - mmaction - INFO - Epoch [94][2340/3757] lr: 1.000e-04, eta: 3:14:02, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8180, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.7651 2021-01-31 02:57:11,555 - mmaction - INFO - Epoch [94][2360/3757] lr: 1.000e-04, eta: 3:13:52, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8266, loss_cls: 1.6160, loss: 1.6160, grad_norm: 4.8245 2021-01-31 02:57:17,210 - mmaction - INFO - Epoch [94][2380/3757] lr: 1.000e-04, eta: 3:13:42, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.5949, loss: 1.5949, grad_norm: 4.8634 2021-01-31 02:57:23,446 - mmaction - INFO - Epoch [94][2400/3757] lr: 1.000e-04, eta: 3:13:32, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8070, loss_cls: 1.6472, loss: 1.6472, grad_norm: 4.9418 2021-01-31 02:57:28,804 - mmaction - INFO - Epoch [94][2420/3757] lr: 1.000e-04, eta: 3:13:22, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.6573, loss: 1.6573, grad_norm: 5.0437 2021-01-31 02:57:34,605 - mmaction - INFO - Epoch [94][2440/3757] lr: 1.000e-04, eta: 3:13:12, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8039, loss_cls: 1.6889, loss: 1.6889, grad_norm: 4.9177 2021-01-31 02:57:40,309 - mmaction - INFO - Epoch [94][2460/3757] lr: 1.000e-04, eta: 3:13:02, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8203, loss_cls: 1.6828, loss: 1.6828, grad_norm: 4.9194 2021-01-31 02:57:46,487 - mmaction - INFO - Epoch [94][2480/3757] lr: 1.000e-04, eta: 3:12:52, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.6917, loss: 1.6917, grad_norm: 4.9167 2021-01-31 02:57:52,271 - mmaction - INFO - Epoch [94][2500/3757] lr: 1.000e-04, eta: 3:12:42, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8195, loss_cls: 1.5894, loss: 1.5894, grad_norm: 4.8134 2021-01-31 02:57:57,844 - mmaction - INFO - Epoch [94][2520/3757] lr: 1.000e-04, eta: 3:12:32, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8078, loss_cls: 1.6727, loss: 1.6727, grad_norm: 4.9451 2021-01-31 02:58:03,694 - mmaction - INFO - Epoch [94][2540/3757] lr: 1.000e-04, eta: 3:12:22, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8320, loss_cls: 1.5395, loss: 1.5395, grad_norm: 4.7313 2021-01-31 02:58:09,612 - mmaction - INFO - Epoch [94][2560/3757] lr: 1.000e-04, eta: 3:12:12, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8297, loss_cls: 1.6165, loss: 1.6165, grad_norm: 4.9253 2021-01-31 02:58:15,839 - mmaction - INFO - Epoch [94][2580/3757] lr: 1.000e-04, eta: 3:12:02, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8320, loss_cls: 1.5456, loss: 1.5456, grad_norm: 4.7015 2021-01-31 02:58:21,201 - mmaction - INFO - Epoch [94][2600/3757] lr: 1.000e-04, eta: 3:11:52, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.6662, loss: 1.6662, grad_norm: 4.9324 2021-01-31 02:58:27,306 - mmaction - INFO - Epoch [94][2620/3757] lr: 1.000e-04, eta: 3:11:42, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8375, loss_cls: 1.5551, loss: 1.5551, grad_norm: 4.7291 2021-01-31 02:58:33,452 - mmaction - INFO - Epoch [94][2640/3757] lr: 1.000e-04, eta: 3:11:32, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.6943, loss: 1.6943, grad_norm: 4.9207 2021-01-31 02:58:39,461 - mmaction - INFO - Epoch [94][2660/3757] lr: 1.000e-04, eta: 3:11:22, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8047, loss_cls: 1.7293, loss: 1.7293, grad_norm: 4.9507 2021-01-31 02:58:45,076 - mmaction - INFO - Epoch [94][2680/3757] lr: 1.000e-04, eta: 3:11:12, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8094, loss_cls: 1.7028, loss: 1.7028, grad_norm: 4.9505 2021-01-31 02:58:50,926 - mmaction - INFO - Epoch [94][2700/3757] lr: 1.000e-04, eta: 3:11:02, time: 0.292, data_time: 0.000, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8219, loss_cls: 1.6582, loss: 1.6582, grad_norm: 4.9428 2021-01-31 02:58:57,109 - mmaction - INFO - Epoch [94][2720/3757] lr: 1.000e-04, eta: 3:10:52, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8320, loss_cls: 1.5788, loss: 1.5788, grad_norm: 4.8406 2021-01-31 02:59:02,996 - mmaction - INFO - Epoch [94][2740/3757] lr: 1.000e-04, eta: 3:10:42, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6508, top5_acc: 0.8273, loss_cls: 1.5293, loss: 1.5293, grad_norm: 4.5975 2021-01-31 02:59:09,041 - mmaction - INFO - Epoch [94][2760/3757] lr: 1.000e-04, eta: 3:10:32, time: 0.303, data_time: 0.004, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8109, loss_cls: 1.6118, loss: 1.6118, grad_norm: 4.8451 2021-01-31 02:59:15,310 - mmaction - INFO - Epoch [94][2780/3757] lr: 1.000e-04, eta: 3:10:22, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8266, loss_cls: 1.6345, loss: 1.6345, grad_norm: 4.9328 2021-01-31 02:59:21,260 - mmaction - INFO - Epoch [94][2800/3757] lr: 1.000e-04, eta: 3:10:12, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6740, loss: 1.6740, grad_norm: 4.9776 2021-01-31 02:59:26,848 - mmaction - INFO - Epoch [94][2820/3757] lr: 1.000e-04, eta: 3:10:02, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8211, loss_cls: 1.6346, loss: 1.6346, grad_norm: 4.8224 2021-01-31 02:59:32,991 - mmaction - INFO - Epoch [94][2840/3757] lr: 1.000e-04, eta: 3:09:52, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8070, loss_cls: 1.6848, loss: 1.6848, grad_norm: 4.8113 2021-01-31 02:59:38,947 - mmaction - INFO - Epoch [94][2860/3757] lr: 1.000e-04, eta: 3:09:42, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8258, loss_cls: 1.6259, loss: 1.6259, grad_norm: 4.8467 2021-01-31 02:59:45,332 - mmaction - INFO - Epoch [94][2880/3757] lr: 1.000e-04, eta: 3:09:33, time: 0.320, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8187, loss_cls: 1.6366, loss: 1.6366, grad_norm: 4.8474 2021-01-31 02:59:50,797 - mmaction - INFO - Epoch [94][2900/3757] lr: 1.000e-04, eta: 3:09:23, time: 0.273, data_time: 0.000, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8047, loss_cls: 1.7486, loss: 1.7486, grad_norm: 4.9912 2021-01-31 02:59:57,553 - mmaction - INFO - Epoch [94][2920/3757] lr: 1.000e-04, eta: 3:09:13, time: 0.338, data_time: 0.004, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6611, loss: 1.6611, grad_norm: 4.8694 2021-01-31 03:00:05,738 - mmaction - INFO - Epoch [94][2940/3757] lr: 1.000e-04, eta: 3:09:03, time: 0.403, data_time: 0.002, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8211, loss_cls: 1.6107, loss: 1.6107, grad_norm: 4.7883 2021-01-31 03:00:10,750 - mmaction - INFO - Epoch [94][2960/3757] lr: 1.000e-04, eta: 3:08:53, time: 0.257, data_time: 0.009, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8117, loss_cls: 1.6546, loss: 1.6546, grad_norm: 4.9058 2021-01-31 03:00:16,588 - mmaction - INFO - Epoch [94][2980/3757] lr: 1.000e-04, eta: 3:08:43, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8211, loss_cls: 1.6444, loss: 1.6444, grad_norm: 4.7734 2021-01-31 03:00:22,120 - mmaction - INFO - Epoch [94][3000/3757] lr: 1.000e-04, eta: 3:08:33, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8156, loss_cls: 1.5893, loss: 1.5893, grad_norm: 4.6990 2021-01-31 03:00:27,475 - mmaction - INFO - Epoch [94][3020/3757] lr: 1.000e-04, eta: 3:08:23, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.6652, loss: 1.6652, grad_norm: 4.7804 2021-01-31 03:00:33,379 - mmaction - INFO - Epoch [94][3040/3757] lr: 1.000e-04, eta: 3:08:13, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8320, loss_cls: 1.5758, loss: 1.5758, grad_norm: 4.7535 2021-01-31 03:00:39,091 - mmaction - INFO - Epoch [94][3060/3757] lr: 1.000e-04, eta: 3:08:03, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8180, loss_cls: 1.6119, loss: 1.6119, grad_norm: 4.8368 2021-01-31 03:00:45,091 - mmaction - INFO - Epoch [94][3080/3757] lr: 1.000e-04, eta: 3:07:53, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8164, loss_cls: 1.5955, loss: 1.5955, grad_norm: 4.8455 2021-01-31 03:00:50,824 - mmaction - INFO - Epoch [94][3100/3757] lr: 1.000e-04, eta: 3:07:43, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.4938, loss: 1.4938, grad_norm: 4.7024 2021-01-31 03:00:56,542 - mmaction - INFO - Epoch [94][3120/3757] lr: 1.000e-04, eta: 3:07:33, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6359, top5_acc: 0.8195, loss_cls: 1.5397, loss: 1.5397, grad_norm: 4.6967 2021-01-31 03:01:02,346 - mmaction - INFO - Epoch [94][3140/3757] lr: 1.000e-04, eta: 3:07:23, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.4987, loss: 1.4987, grad_norm: 4.6527 2021-01-31 03:01:08,387 - mmaction - INFO - Epoch [94][3160/3757] lr: 1.000e-04, eta: 3:07:13, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.6331, loss: 1.6331, grad_norm: 4.9112 2021-01-31 03:01:14,296 - mmaction - INFO - Epoch [94][3180/3757] lr: 1.000e-04, eta: 3:07:03, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8383, loss_cls: 1.5758, loss: 1.5758, grad_norm: 4.8131 2021-01-31 03:01:20,409 - mmaction - INFO - Epoch [94][3200/3757] lr: 1.000e-04, eta: 3:06:53, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6261, loss: 1.6261, grad_norm: 4.8814 2021-01-31 03:01:26,248 - mmaction - INFO - Epoch [94][3220/3757] lr: 1.000e-04, eta: 3:06:43, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8227, loss_cls: 1.6025, loss: 1.6025, grad_norm: 4.8658 2021-01-31 03:01:32,545 - mmaction - INFO - Epoch [94][3240/3757] lr: 1.000e-04, eta: 3:06:33, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6058, loss: 1.6058, grad_norm: 4.9271 2021-01-31 03:01:38,038 - mmaction - INFO - Epoch [94][3260/3757] lr: 1.000e-04, eta: 3:06:23, time: 0.275, data_time: 0.000, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.5945, loss: 1.5945, grad_norm: 4.7574 2021-01-31 03:01:44,009 - mmaction - INFO - Epoch [94][3280/3757] lr: 1.000e-04, eta: 3:06:13, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8422, loss_cls: 1.5738, loss: 1.5738, grad_norm: 4.7838 2021-01-31 03:01:49,769 - mmaction - INFO - Epoch [94][3300/3757] lr: 1.000e-04, eta: 3:06:03, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6359, loss: 1.6359, grad_norm: 4.9724 2021-01-31 03:01:55,754 - mmaction - INFO - Epoch [94][3320/3757] lr: 1.000e-04, eta: 3:05:53, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8266, loss_cls: 1.6128, loss: 1.6128, grad_norm: 4.9101 2021-01-31 03:02:02,091 - mmaction - INFO - Epoch [94][3340/3757] lr: 1.000e-04, eta: 3:05:44, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5583, loss: 1.5583, grad_norm: 4.8065 2021-01-31 03:02:07,974 - mmaction - INFO - Epoch [94][3360/3757] lr: 1.000e-04, eta: 3:05:34, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.6505, loss: 1.6505, grad_norm: 4.8040 2021-01-31 03:02:13,662 - mmaction - INFO - Epoch [94][3380/3757] lr: 1.000e-04, eta: 3:05:24, time: 0.284, data_time: 0.000, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8336, loss_cls: 1.5629, loss: 1.5629, grad_norm: 4.7892 2021-01-31 03:02:19,778 - mmaction - INFO - Epoch [94][3400/3757] lr: 1.000e-04, eta: 3:05:14, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5066, loss: 1.5066, grad_norm: 4.7279 2021-01-31 03:02:25,783 - mmaction - INFO - Epoch [94][3420/3757] lr: 1.000e-04, eta: 3:05:04, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8180, loss_cls: 1.6515, loss: 1.6515, grad_norm: 4.8476 2021-01-31 03:02:31,747 - mmaction - INFO - Epoch [94][3440/3757] lr: 1.000e-04, eta: 3:04:54, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.5745, loss: 1.5745, grad_norm: 4.9023 2021-01-31 03:02:37,398 - mmaction - INFO - Epoch [94][3460/3757] lr: 1.000e-04, eta: 3:04:44, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8023, loss_cls: 1.7157, loss: 1.7157, grad_norm: 4.9727 2021-01-31 03:02:43,975 - mmaction - INFO - Epoch [94][3480/3757] lr: 1.000e-04, eta: 3:04:34, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8273, loss_cls: 1.6406, loss: 1.6406, grad_norm: 4.9508 2021-01-31 03:02:50,351 - mmaction - INFO - Epoch [94][3500/3757] lr: 1.000e-04, eta: 3:04:24, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8242, loss_cls: 1.5869, loss: 1.5869, grad_norm: 4.7512 2021-01-31 03:02:56,085 - mmaction - INFO - Epoch [94][3520/3757] lr: 1.000e-04, eta: 3:04:14, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8406, loss_cls: 1.5375, loss: 1.5375, grad_norm: 4.8737 2021-01-31 03:03:01,630 - mmaction - INFO - Epoch [94][3540/3757] lr: 1.000e-04, eta: 3:04:04, time: 0.277, data_time: 0.000, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8313, loss_cls: 1.5732, loss: 1.5732, grad_norm: 4.8531 2021-01-31 03:03:07,803 - mmaction - INFO - Epoch [94][3560/3757] lr: 1.000e-04, eta: 3:03:54, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8367, loss_cls: 1.5934, loss: 1.5934, grad_norm: 4.8851 2021-01-31 03:03:13,665 - mmaction - INFO - Epoch [94][3580/3757] lr: 1.000e-04, eta: 3:03:44, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.0346 2021-01-31 03:03:19,883 - mmaction - INFO - Epoch [94][3600/3757] lr: 1.000e-04, eta: 3:03:34, time: 0.311, data_time: 0.003, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8109, loss_cls: 1.6509, loss: 1.6509, grad_norm: 4.8823 2021-01-31 03:03:26,188 - mmaction - INFO - Epoch [94][3620/3757] lr: 1.000e-04, eta: 3:03:24, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8172, loss_cls: 1.5737, loss: 1.5737, grad_norm: 4.7237 2021-01-31 03:03:32,546 - mmaction - INFO - Epoch [94][3640/3757] lr: 1.000e-04, eta: 3:03:14, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8203, loss_cls: 1.6297, loss: 1.6297, grad_norm: 4.9235 2021-01-31 03:03:38,497 - mmaction - INFO - Epoch [94][3660/3757] lr: 1.000e-04, eta: 3:03:04, time: 0.298, data_time: 0.000, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8133, loss_cls: 1.6008, loss: 1.6008, grad_norm: 4.8712 2021-01-31 03:03:44,410 - mmaction - INFO - Epoch [94][3680/3757] lr: 1.000e-04, eta: 3:02:54, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8164, loss_cls: 1.7070, loss: 1.7070, grad_norm: 5.0033 2021-01-31 03:03:50,260 - mmaction - INFO - Epoch [94][3700/3757] lr: 1.000e-04, eta: 3:02:45, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8336, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.9169 2021-01-31 03:03:55,716 - mmaction - INFO - Epoch [94][3720/3757] lr: 1.000e-04, eta: 3:02:35, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8164, loss_cls: 1.6396, loss: 1.6396, grad_norm: 4.9541 2021-01-31 03:04:01,213 - mmaction - INFO - Epoch [94][3740/3757] lr: 1.000e-04, eta: 3:02:25, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.5737, loss: 1.5737, grad_norm: 4.8698 2021-01-31 03:04:25,325 - mmaction - INFO - Saving checkpoint at 94 epochs 2021-01-31 03:14:27,699 - mmaction - INFO - Epoch [95][20/3757] lr: 1.000e-04, eta: 3:02:44, time: 30.096, data_time: 29.737, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.6957, loss: 1.6957, grad_norm: 4.9766 2021-01-31 03:14:31,982 - mmaction - INFO - Epoch [95][40/3757] lr: 1.000e-04, eta: 3:02:34, time: 0.221, data_time: 0.009, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7984, loss_cls: 1.7236, loss: 1.7236, grad_norm: 5.0998 2021-01-31 03:14:36,096 - mmaction - INFO - Epoch [95][60/3757] lr: 1.000e-04, eta: 3:02:24, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8117, loss_cls: 1.6187, loss: 1.6187, grad_norm: 4.7956 2021-01-31 03:14:40,284 - mmaction - INFO - Epoch [95][80/3757] lr: 1.000e-04, eta: 3:02:14, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6417, loss: 1.6417, grad_norm: 4.9451 2021-01-31 03:14:44,596 - mmaction - INFO - Epoch [95][100/3757] lr: 1.000e-04, eta: 3:02:04, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5959, loss: 1.5959, grad_norm: 4.8532 2021-01-31 03:14:48,739 - mmaction - INFO - Epoch [95][120/3757] lr: 1.000e-04, eta: 3:01:53, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8227, loss_cls: 1.6305, loss: 1.6305, grad_norm: 4.8685 2021-01-31 03:14:53,005 - mmaction - INFO - Epoch [95][140/3757] lr: 1.000e-04, eta: 3:01:43, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8211, loss_cls: 1.6310, loss: 1.6310, grad_norm: 4.8397 2021-01-31 03:14:57,168 - mmaction - INFO - Epoch [95][160/3757] lr: 1.000e-04, eta: 3:01:33, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8187, loss_cls: 1.5902, loss: 1.5902, grad_norm: 4.8498 2021-01-31 03:15:01,399 - mmaction - INFO - Epoch [95][180/3757] lr: 1.000e-04, eta: 3:01:23, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8203, loss_cls: 1.6302, loss: 1.6302, grad_norm: 4.9084 2021-01-31 03:15:05,574 - mmaction - INFO - Epoch [95][200/3757] lr: 1.000e-04, eta: 3:01:13, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8180, loss_cls: 1.6018, loss: 1.6018, grad_norm: 4.8332 2021-01-31 03:15:09,756 - mmaction - INFO - Epoch [95][220/3757] lr: 1.000e-04, eta: 3:01:03, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8133, loss_cls: 1.6390, loss: 1.6390, grad_norm: 5.0185 2021-01-31 03:15:14,024 - mmaction - INFO - Epoch [95][240/3757] lr: 1.000e-04, eta: 3:00:53, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8195, loss_cls: 1.6574, loss: 1.6574, grad_norm: 4.9951 2021-01-31 03:15:18,293 - mmaction - INFO - Epoch [95][260/3757] lr: 1.000e-04, eta: 3:00:43, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.7073, loss: 1.7073, grad_norm: 4.9472 2021-01-31 03:15:22,669 - mmaction - INFO - Epoch [95][280/3757] lr: 1.000e-04, eta: 3:00:33, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8125, loss_cls: 1.6784, loss: 1.6784, grad_norm: 4.8987 2021-01-31 03:15:26,997 - mmaction - INFO - Epoch [95][300/3757] lr: 1.000e-04, eta: 3:00:23, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8016, loss_cls: 1.7104, loss: 1.7104, grad_norm: 4.9835 2021-01-31 03:15:31,190 - mmaction - INFO - Epoch [95][320/3757] lr: 1.000e-04, eta: 3:00:13, time: 0.209, data_time: 0.000, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.5900, loss: 1.5900, grad_norm: 4.7730 2021-01-31 03:15:35,471 - mmaction - INFO - Epoch [95][340/3757] lr: 1.000e-04, eta: 3:00:03, time: 0.214, data_time: 0.005, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8172, loss_cls: 1.6743, loss: 1.6743, grad_norm: 4.8644 2021-01-31 03:15:39,770 - mmaction - INFO - Epoch [95][360/3757] lr: 1.000e-04, eta: 2:59:52, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8078, loss_cls: 1.6361, loss: 1.6361, grad_norm: 4.8530 2021-01-31 03:15:44,099 - mmaction - INFO - Epoch [95][380/3757] lr: 1.000e-04, eta: 2:59:42, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8281, loss_cls: 1.5650, loss: 1.5650, grad_norm: 4.7114 2021-01-31 03:15:48,391 - mmaction - INFO - Epoch [95][400/3757] lr: 1.000e-04, eta: 2:59:32, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8297, loss_cls: 1.5741, loss: 1.5741, grad_norm: 4.8283 2021-01-31 03:15:52,713 - mmaction - INFO - Epoch [95][420/3757] lr: 1.000e-04, eta: 2:59:22, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8297, loss_cls: 1.5439, loss: 1.5439, grad_norm: 4.7409 2021-01-31 03:15:57,180 - mmaction - INFO - Epoch [95][440/3757] lr: 1.000e-04, eta: 2:59:12, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8227, loss_cls: 1.5606, loss: 1.5606, grad_norm: 4.7812 2021-01-31 03:16:01,499 - mmaction - INFO - Epoch [95][460/3757] lr: 1.000e-04, eta: 2:59:02, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.5804, loss: 1.5804, grad_norm: 4.8317 2021-01-31 03:16:05,853 - mmaction - INFO - Epoch [95][480/3757] lr: 1.000e-04, eta: 2:58:52, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8258, loss_cls: 1.5848, loss: 1.5848, grad_norm: 4.9029 2021-01-31 03:16:10,666 - mmaction - INFO - Epoch [95][500/3757] lr: 1.000e-04, eta: 2:58:42, time: 0.241, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7969, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.8810 2021-01-31 03:16:15,148 - mmaction - INFO - Epoch [95][520/3757] lr: 1.000e-04, eta: 2:58:32, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8273, loss_cls: 1.5970, loss: 1.5970, grad_norm: 4.7386 2021-01-31 03:16:19,668 - mmaction - INFO - Epoch [95][540/3757] lr: 1.000e-04, eta: 2:58:22, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8133, loss_cls: 1.6595, loss: 1.6595, grad_norm: 4.8364 2021-01-31 03:16:24,274 - mmaction - INFO - Epoch [95][560/3757] lr: 1.000e-04, eta: 2:58:12, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8125, loss_cls: 1.6301, loss: 1.6301, grad_norm: 4.8554 2021-01-31 03:16:28,882 - mmaction - INFO - Epoch [95][580/3757] lr: 1.000e-04, eta: 2:58:02, time: 0.230, data_time: 0.003, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.5925, loss: 1.5925, grad_norm: 4.9101 2021-01-31 03:16:34,418 - mmaction - INFO - Epoch [95][600/3757] lr: 1.000e-04, eta: 2:57:52, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8234, loss_cls: 1.6435, loss: 1.6435, grad_norm: 4.8027 2021-01-31 03:16:39,526 - mmaction - INFO - Epoch [95][620/3757] lr: 1.000e-04, eta: 2:57:42, time: 0.256, data_time: 0.003, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6359, loss: 1.6359, grad_norm: 4.8923 2021-01-31 03:16:44,803 - mmaction - INFO - Epoch [95][640/3757] lr: 1.000e-04, eta: 2:57:32, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8094, loss_cls: 1.6655, loss: 1.6655, grad_norm: 4.8294 2021-01-31 03:16:50,252 - mmaction - INFO - Epoch [95][660/3757] lr: 1.000e-04, eta: 2:57:22, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8016, loss_cls: 1.6504, loss: 1.6504, grad_norm: 4.7620 2021-01-31 03:16:54,971 - mmaction - INFO - Epoch [95][680/3757] lr: 1.000e-04, eta: 2:57:12, time: 0.235, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.6358, loss: 1.6358, grad_norm: 4.8080 2021-01-31 03:17:01,182 - mmaction - INFO - Epoch [95][700/3757] lr: 1.000e-04, eta: 2:57:02, time: 0.311, data_time: 0.003, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8180, loss_cls: 1.5716, loss: 1.5716, grad_norm: 4.7417 2021-01-31 03:17:06,287 - mmaction - INFO - Epoch [95][720/3757] lr: 1.000e-04, eta: 2:56:52, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.6955, loss: 1.6955, grad_norm: 4.8909 2021-01-31 03:17:12,295 - mmaction - INFO - Epoch [95][740/3757] lr: 1.000e-04, eta: 2:56:42, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8109, loss_cls: 1.6118, loss: 1.6118, grad_norm: 4.7600 2021-01-31 03:17:17,653 - mmaction - INFO - Epoch [95][760/3757] lr: 1.000e-04, eta: 2:56:32, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8164, loss_cls: 1.5932, loss: 1.5932, grad_norm: 4.8436 2021-01-31 03:17:22,920 - mmaction - INFO - Epoch [95][780/3757] lr: 1.000e-04, eta: 2:56:22, time: 0.263, data_time: 0.004, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.6764, loss: 1.6764, grad_norm: 4.8362 2021-01-31 03:17:28,232 - mmaction - INFO - Epoch [95][800/3757] lr: 1.000e-04, eta: 2:56:12, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6336, top5_acc: 0.8469, loss_cls: 1.5268, loss: 1.5268, grad_norm: 4.7249 2021-01-31 03:17:33,497 - mmaction - INFO - Epoch [95][820/3757] lr: 1.000e-04, eta: 2:56:02, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.7007, loss: 1.7007, grad_norm: 4.9479 2021-01-31 03:17:39,237 - mmaction - INFO - Epoch [95][840/3757] lr: 1.000e-04, eta: 2:55:52, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8063, loss_cls: 1.6851, loss: 1.6851, grad_norm: 4.8732 2021-01-31 03:17:45,091 - mmaction - INFO - Epoch [95][860/3757] lr: 1.000e-04, eta: 2:55:42, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7836, loss_cls: 1.7891, loss: 1.7891, grad_norm: 5.0161 2021-01-31 03:17:50,354 - mmaction - INFO - Epoch [95][880/3757] lr: 1.000e-04, eta: 2:55:32, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.5689, loss: 1.5689, grad_norm: 4.5766 2021-01-31 03:17:56,241 - mmaction - INFO - Epoch [95][900/3757] lr: 1.000e-04, eta: 2:55:22, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8359, loss_cls: 1.5518, loss: 1.5518, grad_norm: 4.7346 2021-01-31 03:18:01,748 - mmaction - INFO - Epoch [95][920/3757] lr: 1.000e-04, eta: 2:55:12, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.6253, loss: 1.6253, grad_norm: 4.9619 2021-01-31 03:18:07,119 - mmaction - INFO - Epoch [95][940/3757] lr: 1.000e-04, eta: 2:55:02, time: 0.268, data_time: 0.004, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8250, loss_cls: 1.6173, loss: 1.6173, grad_norm: 4.7558 2021-01-31 03:18:12,997 - mmaction - INFO - Epoch [95][960/3757] lr: 1.000e-04, eta: 2:54:52, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.6432, loss: 1.6432, grad_norm: 4.7660 2021-01-31 03:18:19,632 - mmaction - INFO - Epoch [95][980/3757] lr: 1.000e-04, eta: 2:54:42, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7168, loss: 1.7168, grad_norm: 4.8817 2021-01-31 03:18:25,574 - mmaction - INFO - Epoch [95][1000/3757] lr: 1.000e-04, eta: 2:54:32, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8258, loss_cls: 1.5967, loss: 1.5967, grad_norm: 4.7874 2021-01-31 03:18:31,485 - mmaction - INFO - Epoch [95][1020/3757] lr: 1.000e-04, eta: 2:54:22, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8219, loss_cls: 1.6727, loss: 1.6727, grad_norm: 4.9047 2021-01-31 03:18:36,832 - mmaction - INFO - Epoch [95][1040/3757] lr: 1.000e-04, eta: 2:54:12, time: 0.267, data_time: 0.000, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8328, loss_cls: 1.6371, loss: 1.6371, grad_norm: 4.8005 2021-01-31 03:18:42,896 - mmaction - INFO - Epoch [95][1060/3757] lr: 1.000e-04, eta: 2:54:02, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.7992, loss_cls: 1.7067, loss: 1.7067, grad_norm: 4.8137 2021-01-31 03:18:48,450 - mmaction - INFO - Epoch [95][1080/3757] lr: 1.000e-04, eta: 2:53:52, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8117, loss_cls: 1.7034, loss: 1.7034, grad_norm: 5.0110 2021-01-31 03:18:53,949 - mmaction - INFO - Epoch [95][1100/3757] lr: 1.000e-04, eta: 2:53:42, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6508, top5_acc: 0.8344, loss_cls: 1.5418, loss: 1.5418, grad_norm: 4.7046 2021-01-31 03:19:00,096 - mmaction - INFO - Epoch [95][1120/3757] lr: 1.000e-04, eta: 2:53:32, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8039, loss_cls: 1.6764, loss: 1.6764, grad_norm: 4.9109 2021-01-31 03:19:05,602 - mmaction - INFO - Epoch [95][1140/3757] lr: 1.000e-04, eta: 2:53:22, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8305, loss_cls: 1.5901, loss: 1.5901, grad_norm: 4.7815 2021-01-31 03:19:11,713 - mmaction - INFO - Epoch [95][1160/3757] lr: 1.000e-04, eta: 2:53:13, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8109, loss_cls: 1.6278, loss: 1.6278, grad_norm: 4.8385 2021-01-31 03:19:18,305 - mmaction - INFO - Epoch [95][1180/3757] lr: 1.000e-04, eta: 2:53:03, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.6396, loss: 1.6396, grad_norm: 4.8719 2021-01-31 03:19:24,438 - mmaction - INFO - Epoch [95][1200/3757] lr: 1.000e-04, eta: 2:52:53, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8234, loss_cls: 1.5797, loss: 1.5797, grad_norm: 4.7355 2021-01-31 03:19:30,206 - mmaction - INFO - Epoch [95][1220/3757] lr: 1.000e-04, eta: 2:52:43, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6203, loss: 1.6203, grad_norm: 4.9529 2021-01-31 03:19:36,210 - mmaction - INFO - Epoch [95][1240/3757] lr: 1.000e-04, eta: 2:52:33, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8133, loss_cls: 1.7002, loss: 1.7002, grad_norm: 5.0138 2021-01-31 03:19:42,006 - mmaction - INFO - Epoch [95][1260/3757] lr: 1.000e-04, eta: 2:52:23, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5288, loss: 1.5288, grad_norm: 4.6594 2021-01-31 03:19:47,694 - mmaction - INFO - Epoch [95][1280/3757] lr: 1.000e-04, eta: 2:52:13, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8445, loss_cls: 1.5220, loss: 1.5220, grad_norm: 4.7944 2021-01-31 03:19:53,963 - mmaction - INFO - Epoch [95][1300/3757] lr: 1.000e-04, eta: 2:52:03, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8055, loss_cls: 1.6519, loss: 1.6519, grad_norm: 4.8713 2021-01-31 03:19:59,780 - mmaction - INFO - Epoch [95][1320/3757] lr: 1.000e-04, eta: 2:51:53, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.6479, loss: 1.6479, grad_norm: 4.8368 2021-01-31 03:20:05,032 - mmaction - INFO - Epoch [95][1340/3757] lr: 1.000e-04, eta: 2:51:43, time: 0.263, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.7092, loss: 1.7092, grad_norm: 4.9512 2021-01-31 03:20:10,814 - mmaction - INFO - Epoch [95][1360/3757] lr: 1.000e-04, eta: 2:51:33, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8273, loss_cls: 1.6074, loss: 1.6074, grad_norm: 4.9383 2021-01-31 03:20:16,892 - mmaction - INFO - Epoch [95][1380/3757] lr: 1.000e-04, eta: 2:51:23, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8148, loss_cls: 1.6784, loss: 1.6784, grad_norm: 4.9083 2021-01-31 03:20:23,689 - mmaction - INFO - Epoch [95][1400/3757] lr: 1.000e-04, eta: 2:51:13, time: 0.340, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.5998, loss: 1.5998, grad_norm: 4.7502 2021-01-31 03:20:30,045 - mmaction - INFO - Epoch [95][1420/3757] lr: 1.000e-04, eta: 2:51:03, time: 0.317, data_time: 0.004, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8117, loss_cls: 1.6996, loss: 1.6996, grad_norm: 4.9108 2021-01-31 03:20:35,927 - mmaction - INFO - Epoch [95][1440/3757] lr: 1.000e-04, eta: 2:50:53, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5147, loss: 1.5147, grad_norm: 4.8216 2021-01-31 03:20:41,805 - mmaction - INFO - Epoch [95][1460/3757] lr: 1.000e-04, eta: 2:50:43, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8266, loss_cls: 1.5603, loss: 1.5603, grad_norm: 4.6880 2021-01-31 03:20:47,882 - mmaction - INFO - Epoch [95][1480/3757] lr: 1.000e-04, eta: 2:50:33, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.5557, loss: 1.5557, grad_norm: 4.7111 2021-01-31 03:20:53,944 - mmaction - INFO - Epoch [95][1500/3757] lr: 1.000e-04, eta: 2:50:24, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8141, loss_cls: 1.6960, loss: 1.6960, grad_norm: 5.0803 2021-01-31 03:20:59,630 - mmaction - INFO - Epoch [95][1520/3757] lr: 1.000e-04, eta: 2:50:14, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.6628, loss: 1.6628, grad_norm: 4.9192 2021-01-31 03:21:05,567 - mmaction - INFO - Epoch [95][1540/3757] lr: 1.000e-04, eta: 2:50:04, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8125, loss_cls: 1.6362, loss: 1.6362, grad_norm: 4.9473 2021-01-31 03:21:11,183 - mmaction - INFO - Epoch [95][1560/3757] lr: 1.000e-04, eta: 2:49:54, time: 0.281, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8180, loss_cls: 1.6572, loss: 1.6572, grad_norm: 4.7682 2021-01-31 03:21:17,642 - mmaction - INFO - Epoch [95][1580/3757] lr: 1.000e-04, eta: 2:49:44, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.6742, loss: 1.6742, grad_norm: 4.9340 2021-01-31 03:21:24,026 - mmaction - INFO - Epoch [95][1600/3757] lr: 1.000e-04, eta: 2:49:34, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8148, loss_cls: 1.6009, loss: 1.6009, grad_norm: 4.8943 2021-01-31 03:21:30,440 - mmaction - INFO - Epoch [95][1620/3757] lr: 1.000e-04, eta: 2:49:24, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8289, loss_cls: 1.5724, loss: 1.5724, grad_norm: 4.8878 2021-01-31 03:21:36,051 - mmaction - INFO - Epoch [95][1640/3757] lr: 1.000e-04, eta: 2:49:14, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.7064, loss: 1.7064, grad_norm: 4.8928 2021-01-31 03:21:42,444 - mmaction - INFO - Epoch [95][1660/3757] lr: 1.000e-04, eta: 2:49:04, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6771, loss: 1.6771, grad_norm: 4.8826 2021-01-31 03:21:48,812 - mmaction - INFO - Epoch [95][1680/3757] lr: 1.000e-04, eta: 2:48:54, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8242, loss_cls: 1.5533, loss: 1.5533, grad_norm: 4.6688 2021-01-31 03:21:54,525 - mmaction - INFO - Epoch [95][1700/3757] lr: 1.000e-04, eta: 2:48:44, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8297, loss_cls: 1.6183, loss: 1.6183, grad_norm: 4.8766 2021-01-31 03:22:00,204 - mmaction - INFO - Epoch [95][1720/3757] lr: 1.000e-04, eta: 2:48:34, time: 0.284, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8352, loss_cls: 1.5885, loss: 1.5885, grad_norm: 4.8129 2021-01-31 03:22:05,968 - mmaction - INFO - Epoch [95][1740/3757] lr: 1.000e-04, eta: 2:48:24, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.7992, loss_cls: 1.6365, loss: 1.6365, grad_norm: 4.7804 2021-01-31 03:22:11,614 - mmaction - INFO - Epoch [95][1760/3757] lr: 1.000e-04, eta: 2:48:14, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8297, loss_cls: 1.6416, loss: 1.6416, grad_norm: 4.9279 2021-01-31 03:22:18,076 - mmaction - INFO - Epoch [95][1780/3757] lr: 1.000e-04, eta: 2:48:04, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.6341, loss: 1.6341, grad_norm: 4.8680 2021-01-31 03:22:23,794 - mmaction - INFO - Epoch [95][1800/3757] lr: 1.000e-04, eta: 2:47:54, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8180, loss_cls: 1.6363, loss: 1.6363, grad_norm: 4.8105 2021-01-31 03:22:30,082 - mmaction - INFO - Epoch [95][1820/3757] lr: 1.000e-04, eta: 2:47:45, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8352, loss_cls: 1.5745, loss: 1.5745, grad_norm: 4.8524 2021-01-31 03:22:36,380 - mmaction - INFO - Epoch [95][1840/3757] lr: 1.000e-04, eta: 2:47:35, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8109, loss_cls: 1.6467, loss: 1.6467, grad_norm: 4.8952 2021-01-31 03:22:42,097 - mmaction - INFO - Epoch [95][1860/3757] lr: 1.000e-04, eta: 2:47:25, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.6165, loss: 1.6165, grad_norm: 4.7781 2021-01-31 03:22:48,293 - mmaction - INFO - Epoch [95][1880/3757] lr: 1.000e-04, eta: 2:47:15, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8227, loss_cls: 1.5922, loss: 1.5922, grad_norm: 4.8013 2021-01-31 03:22:54,507 - mmaction - INFO - Epoch [95][1900/3757] lr: 1.000e-04, eta: 2:47:05, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8352, loss_cls: 1.5442, loss: 1.5442, grad_norm: 4.7242 2021-01-31 03:23:00,658 - mmaction - INFO - Epoch [95][1920/3757] lr: 1.000e-04, eta: 2:46:55, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8172, loss_cls: 1.6600, loss: 1.6600, grad_norm: 4.7924 2021-01-31 03:23:06,667 - mmaction - INFO - Epoch [95][1940/3757] lr: 1.000e-04, eta: 2:46:45, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8195, loss_cls: 1.6284, loss: 1.6284, grad_norm: 4.9707 2021-01-31 03:23:12,597 - mmaction - INFO - Epoch [95][1960/3757] lr: 1.000e-04, eta: 2:46:35, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8328, loss_cls: 1.5533, loss: 1.5533, grad_norm: 4.7871 2021-01-31 03:23:18,748 - mmaction - INFO - Epoch [95][1980/3757] lr: 1.000e-04, eta: 2:46:25, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8234, loss_cls: 1.6049, loss: 1.6049, grad_norm: 4.9589 2021-01-31 03:23:24,741 - mmaction - INFO - Epoch [95][2000/3757] lr: 1.000e-04, eta: 2:46:15, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6352, top5_acc: 0.8258, loss_cls: 1.5659, loss: 1.5659, grad_norm: 4.7350 2021-01-31 03:23:30,526 - mmaction - INFO - Epoch [95][2020/3757] lr: 1.000e-04, eta: 2:46:05, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8203, loss_cls: 1.6307, loss: 1.6307, grad_norm: 4.8671 2021-01-31 03:23:37,072 - mmaction - INFO - Epoch [95][2040/3757] lr: 1.000e-04, eta: 2:45:55, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8281, loss_cls: 1.6095, loss: 1.6095, grad_norm: 4.8518 2021-01-31 03:23:43,086 - mmaction - INFO - Epoch [95][2060/3757] lr: 1.000e-04, eta: 2:45:45, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5695, loss: 1.5695, grad_norm: 4.8005 2021-01-31 03:23:49,359 - mmaction - INFO - Epoch [95][2080/3757] lr: 1.000e-04, eta: 2:45:36, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8008, loss_cls: 1.7440, loss: 1.7440, grad_norm: 5.0503 2021-01-31 03:23:55,489 - mmaction - INFO - Epoch [95][2100/3757] lr: 1.000e-04, eta: 2:45:26, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7945, loss_cls: 1.7193, loss: 1.7193, grad_norm: 4.9599 2021-01-31 03:24:01,976 - mmaction - INFO - Epoch [95][2120/3757] lr: 1.000e-04, eta: 2:45:16, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.6072, loss: 1.6072, grad_norm: 4.8752 2021-01-31 03:24:07,996 - mmaction - INFO - Epoch [95][2140/3757] lr: 1.000e-04, eta: 2:45:06, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8234, loss_cls: 1.6463, loss: 1.6463, grad_norm: 4.9715 2021-01-31 03:24:14,728 - mmaction - INFO - Epoch [95][2160/3757] lr: 1.000e-04, eta: 2:44:56, time: 0.337, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8195, loss_cls: 1.6186, loss: 1.6186, grad_norm: 4.8196 2021-01-31 03:24:20,441 - mmaction - INFO - Epoch [95][2180/3757] lr: 1.000e-04, eta: 2:44:46, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8313, loss_cls: 1.5667, loss: 1.5667, grad_norm: 4.7931 2021-01-31 03:24:26,418 - mmaction - INFO - Epoch [95][2200/3757] lr: 1.000e-04, eta: 2:44:36, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8430, loss_cls: 1.5837, loss: 1.5837, grad_norm: 4.9354 2021-01-31 03:24:32,686 - mmaction - INFO - Epoch [95][2220/3757] lr: 1.000e-04, eta: 2:44:26, time: 0.313, data_time: 0.004, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8336, loss_cls: 1.5755, loss: 1.5755, grad_norm: 4.8334 2021-01-31 03:24:38,284 - mmaction - INFO - Epoch [95][2240/3757] lr: 1.000e-04, eta: 2:44:16, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7992, loss_cls: 1.7367, loss: 1.7367, grad_norm: 4.9812 2021-01-31 03:24:43,748 - mmaction - INFO - Epoch [95][2260/3757] lr: 1.000e-04, eta: 2:44:06, time: 0.273, data_time: 0.004, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8219, loss_cls: 1.5617, loss: 1.5617, grad_norm: 4.7861 2021-01-31 03:24:50,349 - mmaction - INFO - Epoch [95][2280/3757] lr: 1.000e-04, eta: 2:43:56, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.6374, loss: 1.6374, grad_norm: 4.8094 2021-01-31 03:24:55,746 - mmaction - INFO - Epoch [95][2300/3757] lr: 1.000e-04, eta: 2:43:46, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.5383, loss: 1.5383, grad_norm: 4.7819 2021-01-31 03:25:01,727 - mmaction - INFO - Epoch [95][2320/3757] lr: 1.000e-04, eta: 2:43:37, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8187, loss_cls: 1.6008, loss: 1.6008, grad_norm: 4.8083 2021-01-31 03:25:08,394 - mmaction - INFO - Epoch [95][2340/3757] lr: 1.000e-04, eta: 2:43:27, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8195, loss_cls: 1.6314, loss: 1.6314, grad_norm: 4.8905 2021-01-31 03:25:13,785 - mmaction - INFO - Epoch [95][2360/3757] lr: 1.000e-04, eta: 2:43:17, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8172, loss_cls: 1.6223, loss: 1.6223, grad_norm: 4.9202 2021-01-31 03:25:19,677 - mmaction - INFO - Epoch [95][2380/3757] lr: 1.000e-04, eta: 2:43:07, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8352, loss_cls: 1.5530, loss: 1.5530, grad_norm: 4.7806 2021-01-31 03:25:26,109 - mmaction - INFO - Epoch [95][2400/3757] lr: 1.000e-04, eta: 2:42:57, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8180, loss_cls: 1.5934, loss: 1.5934, grad_norm: 4.8498 2021-01-31 03:25:32,529 - mmaction - INFO - Epoch [95][2420/3757] lr: 1.000e-04, eta: 2:42:47, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8102, loss_cls: 1.6687, loss: 1.6687, grad_norm: 4.9587 2021-01-31 03:25:39,522 - mmaction - INFO - Epoch [95][2440/3757] lr: 1.000e-04, eta: 2:42:37, time: 0.350, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8016, loss_cls: 1.7649, loss: 1.7649, grad_norm: 5.0382 2021-01-31 03:25:45,092 - mmaction - INFO - Epoch [95][2460/3757] lr: 1.000e-04, eta: 2:42:27, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8211, loss_cls: 1.6210, loss: 1.6210, grad_norm: 4.8383 2021-01-31 03:25:50,786 - mmaction - INFO - Epoch [95][2480/3757] lr: 1.000e-04, eta: 2:42:17, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8016, loss_cls: 1.7268, loss: 1.7268, grad_norm: 4.8966 2021-01-31 03:25:56,541 - mmaction - INFO - Epoch [95][2500/3757] lr: 1.000e-04, eta: 2:42:07, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8094, loss_cls: 1.6970, loss: 1.6970, grad_norm: 4.9233 2021-01-31 03:26:03,209 - mmaction - INFO - Epoch [95][2520/3757] lr: 1.000e-04, eta: 2:41:57, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8063, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.0633 2021-01-31 03:26:09,322 - mmaction - INFO - Epoch [95][2540/3757] lr: 1.000e-04, eta: 2:41:48, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8195, loss_cls: 1.6368, loss: 1.6368, grad_norm: 4.8335 2021-01-31 03:26:15,540 - mmaction - INFO - Epoch [95][2560/3757] lr: 1.000e-04, eta: 2:41:38, time: 0.312, data_time: 0.003, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8125, loss_cls: 1.6268, loss: 1.6268, grad_norm: 4.8328 2021-01-31 03:26:21,933 - mmaction - INFO - Epoch [95][2580/3757] lr: 1.000e-04, eta: 2:41:28, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8125, loss_cls: 1.6854, loss: 1.6854, grad_norm: 4.8826 2021-01-31 03:26:27,991 - mmaction - INFO - Epoch [95][2600/3757] lr: 1.000e-04, eta: 2:41:18, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8203, loss_cls: 1.6825, loss: 1.6825, grad_norm: 4.9807 2021-01-31 03:26:34,188 - mmaction - INFO - Epoch [95][2620/3757] lr: 1.000e-04, eta: 2:41:08, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8078, loss_cls: 1.6773, loss: 1.6773, grad_norm: 4.8986 2021-01-31 03:26:40,287 - mmaction - INFO - Epoch [95][2640/3757] lr: 1.000e-04, eta: 2:40:58, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8242, loss_cls: 1.6437, loss: 1.6437, grad_norm: 4.9249 2021-01-31 03:26:46,201 - mmaction - INFO - Epoch [95][2660/3757] lr: 1.000e-04, eta: 2:40:48, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8148, loss_cls: 1.6261, loss: 1.6261, grad_norm: 4.8458 2021-01-31 03:26:51,834 - mmaction - INFO - Epoch [95][2680/3757] lr: 1.000e-04, eta: 2:40:38, time: 0.282, data_time: 0.003, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8211, loss_cls: 1.6242, loss: 1.6242, grad_norm: 4.7779 2021-01-31 03:26:57,889 - mmaction - INFO - Epoch [95][2700/3757] lr: 1.000e-04, eta: 2:40:28, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8375, loss_cls: 1.5468, loss: 1.5468, grad_norm: 4.6670 2021-01-31 03:27:03,757 - mmaction - INFO - Epoch [95][2720/3757] lr: 1.000e-04, eta: 2:40:18, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8211, loss_cls: 1.6079, loss: 1.6079, grad_norm: 4.7830 2021-01-31 03:27:09,380 - mmaction - INFO - Epoch [95][2740/3757] lr: 1.000e-04, eta: 2:40:08, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6547, loss: 1.6547, grad_norm: 4.9658 2021-01-31 03:27:15,286 - mmaction - INFO - Epoch [95][2760/3757] lr: 1.000e-04, eta: 2:39:58, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8039, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.9006 2021-01-31 03:27:21,414 - mmaction - INFO - Epoch [95][2780/3757] lr: 1.000e-04, eta: 2:39:49, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8336, loss_cls: 1.6014, loss: 1.6014, grad_norm: 4.8376 2021-01-31 03:27:27,874 - mmaction - INFO - Epoch [95][2800/3757] lr: 1.000e-04, eta: 2:39:39, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.5789, top5_acc: 0.7898, loss_cls: 1.8220, loss: 1.8220, grad_norm: 5.1697 2021-01-31 03:27:33,909 - mmaction - INFO - Epoch [95][2820/3757] lr: 1.000e-04, eta: 2:39:29, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6155, loss: 1.6155, grad_norm: 4.8501 2021-01-31 03:27:40,378 - mmaction - INFO - Epoch [95][2840/3757] lr: 1.000e-04, eta: 2:39:19, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8227, loss_cls: 1.5943, loss: 1.5943, grad_norm: 4.7678 2021-01-31 03:27:47,012 - mmaction - INFO - Epoch [95][2860/3757] lr: 1.000e-04, eta: 2:39:09, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.5975, loss: 1.5975, grad_norm: 4.8602 2021-01-31 03:27:52,250 - mmaction - INFO - Epoch [95][2880/3757] lr: 1.000e-04, eta: 2:38:59, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8063, loss_cls: 1.7090, loss: 1.7090, grad_norm: 4.9727 2021-01-31 03:27:57,920 - mmaction - INFO - Epoch [95][2900/3757] lr: 1.000e-04, eta: 2:38:49, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8344, loss_cls: 1.6481, loss: 1.6481, grad_norm: 5.0171 2021-01-31 03:28:03,927 - mmaction - INFO - Epoch [95][2920/3757] lr: 1.000e-04, eta: 2:38:39, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.6900, loss: 1.6900, grad_norm: 4.9772 2021-01-31 03:28:10,234 - mmaction - INFO - Epoch [95][2940/3757] lr: 1.000e-04, eta: 2:38:29, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5649, loss: 1.5649, grad_norm: 4.7278 2021-01-31 03:28:16,002 - mmaction - INFO - Epoch [95][2960/3757] lr: 1.000e-04, eta: 2:38:19, time: 0.288, data_time: 0.004, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8344, loss_cls: 1.5431, loss: 1.5431, grad_norm: 4.7025 2021-01-31 03:28:22,177 - mmaction - INFO - Epoch [95][2980/3757] lr: 1.000e-04, eta: 2:38:10, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8180, loss_cls: 1.6502, loss: 1.6502, grad_norm: 4.9712 2021-01-31 03:28:29,278 - mmaction - INFO - Epoch [95][3000/3757] lr: 1.000e-04, eta: 2:38:00, time: 0.355, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8125, loss_cls: 1.6340, loss: 1.6340, grad_norm: 4.8159 2021-01-31 03:28:34,826 - mmaction - INFO - Epoch [95][3020/3757] lr: 1.000e-04, eta: 2:37:50, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.6690, loss: 1.6690, grad_norm: 4.8291 2021-01-31 03:28:40,438 - mmaction - INFO - Epoch [95][3040/3757] lr: 1.000e-04, eta: 2:37:40, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.4951, loss: 1.4951, grad_norm: 4.7164 2021-01-31 03:28:46,537 - mmaction - INFO - Epoch [95][3060/3757] lr: 1.000e-04, eta: 2:37:30, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8039, loss_cls: 1.6897, loss: 1.6897, grad_norm: 4.8656 2021-01-31 03:28:52,236 - mmaction - INFO - Epoch [95][3080/3757] lr: 1.000e-04, eta: 2:37:20, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8102, loss_cls: 1.6546, loss: 1.6546, grad_norm: 4.9231 2021-01-31 03:28:58,571 - mmaction - INFO - Epoch [95][3100/3757] lr: 1.000e-04, eta: 2:37:10, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6909, loss: 1.6909, grad_norm: 4.8486 2021-01-31 03:29:04,090 - mmaction - INFO - Epoch [95][3120/3757] lr: 1.000e-04, eta: 2:37:00, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8141, loss_cls: 1.6528, loss: 1.6528, grad_norm: 4.8226 2021-01-31 03:29:10,945 - mmaction - INFO - Epoch [95][3140/3757] lr: 1.000e-04, eta: 2:36:50, time: 0.343, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8336, loss_cls: 1.5617, loss: 1.5617, grad_norm: 4.7790 2021-01-31 03:29:16,849 - mmaction - INFO - Epoch [95][3160/3757] lr: 1.000e-04, eta: 2:36:40, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5242, loss: 1.5242, grad_norm: 4.8468 2021-01-31 03:29:22,744 - mmaction - INFO - Epoch [95][3180/3757] lr: 1.000e-04, eta: 2:36:31, time: 0.294, data_time: 0.003, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8039, loss_cls: 1.6504, loss: 1.6504, grad_norm: 4.8298 2021-01-31 03:29:28,633 - mmaction - INFO - Epoch [95][3200/3757] lr: 1.000e-04, eta: 2:36:21, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.6723, loss: 1.6723, grad_norm: 4.9439 2021-01-31 03:29:34,224 - mmaction - INFO - Epoch [95][3220/3757] lr: 1.000e-04, eta: 2:36:11, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.5548, loss: 1.5548, grad_norm: 4.7793 2021-01-31 03:29:40,783 - mmaction - INFO - Epoch [95][3240/3757] lr: 1.000e-04, eta: 2:36:01, time: 0.328, data_time: 0.000, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7499, loss: 1.7499, grad_norm: 5.0575 2021-01-31 03:29:46,373 - mmaction - INFO - Epoch [95][3260/3757] lr: 1.000e-04, eta: 2:35:51, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.5402, loss: 1.5402, grad_norm: 4.7308 2021-01-31 03:29:52,780 - mmaction - INFO - Epoch [95][3280/3757] lr: 1.000e-04, eta: 2:35:41, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8305, loss_cls: 1.6098, loss: 1.6098, grad_norm: 4.8224 2021-01-31 03:29:59,098 - mmaction - INFO - Epoch [95][3300/3757] lr: 1.000e-04, eta: 2:35:31, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.5909, loss: 1.5909, grad_norm: 4.7619 2021-01-31 03:30:04,618 - mmaction - INFO - Epoch [95][3320/3757] lr: 1.000e-04, eta: 2:35:21, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8016, loss_cls: 1.7390, loss: 1.7390, grad_norm: 5.1415 2021-01-31 03:30:10,990 - mmaction - INFO - Epoch [95][3340/3757] lr: 1.000e-04, eta: 2:35:11, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.6115, loss: 1.6115, grad_norm: 4.7997 2021-01-31 03:30:17,636 - mmaction - INFO - Epoch [95][3360/3757] lr: 1.000e-04, eta: 2:35:01, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8281, loss_cls: 1.5607, loss: 1.5607, grad_norm: 4.7458 2021-01-31 03:30:23,480 - mmaction - INFO - Epoch [95][3380/3757] lr: 1.000e-04, eta: 2:34:52, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8203, loss_cls: 1.6317, loss: 1.6317, grad_norm: 4.8728 2021-01-31 03:30:28,668 - mmaction - INFO - Epoch [95][3400/3757] lr: 1.000e-04, eta: 2:34:42, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8133, loss_cls: 1.6500, loss: 1.6500, grad_norm: 4.9155 2021-01-31 03:30:34,699 - mmaction - INFO - Epoch [95][3420/3757] lr: 1.000e-04, eta: 2:34:32, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8297, loss_cls: 1.5848, loss: 1.5848, grad_norm: 4.8624 2021-01-31 03:30:40,631 - mmaction - INFO - Epoch [95][3440/3757] lr: 1.000e-04, eta: 2:34:22, time: 0.297, data_time: 0.003, memory: 3385, top1_acc: 0.5773, top5_acc: 0.8094, loss_cls: 1.7244, loss: 1.7244, grad_norm: 4.9404 2021-01-31 03:30:47,070 - mmaction - INFO - Epoch [95][3460/3757] lr: 1.000e-04, eta: 2:34:12, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8187, loss_cls: 1.6273, loss: 1.6273, grad_norm: 4.7952 2021-01-31 03:30:52,891 - mmaction - INFO - Epoch [95][3480/3757] lr: 1.000e-04, eta: 2:34:02, time: 0.291, data_time: 0.005, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8172, loss_cls: 1.6566, loss: 1.6566, grad_norm: 4.7660 2021-01-31 03:30:58,744 - mmaction - INFO - Epoch [95][3500/3757] lr: 1.000e-04, eta: 2:33:52, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8172, loss_cls: 1.6568, loss: 1.6568, grad_norm: 4.9959 2021-01-31 03:31:05,024 - mmaction - INFO - Epoch [95][3520/3757] lr: 1.000e-04, eta: 2:33:42, time: 0.314, data_time: 0.004, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8367, loss_cls: 1.5999, loss: 1.5999, grad_norm: 4.8205 2021-01-31 03:31:10,979 - mmaction - INFO - Epoch [95][3540/3757] lr: 1.000e-04, eta: 2:33:32, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8414, loss_cls: 1.5134, loss: 1.5134, grad_norm: 4.7749 2021-01-31 03:31:16,907 - mmaction - INFO - Epoch [95][3560/3757] lr: 1.000e-04, eta: 2:33:22, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5404, loss: 1.5404, grad_norm: 4.7662 2021-01-31 03:31:22,215 - mmaction - INFO - Epoch [95][3580/3757] lr: 1.000e-04, eta: 2:33:13, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8156, loss_cls: 1.6483, loss: 1.6483, grad_norm: 4.9395 2021-01-31 03:31:28,978 - mmaction - INFO - Epoch [95][3600/3757] lr: 1.000e-04, eta: 2:33:03, time: 0.338, data_time: 0.004, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8258, loss_cls: 1.5874, loss: 1.5874, grad_norm: 4.7875 2021-01-31 03:31:35,116 - mmaction - INFO - Epoch [95][3620/3757] lr: 1.000e-04, eta: 2:32:53, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.6444, loss: 1.6444, grad_norm: 4.8793 2021-01-31 03:31:41,041 - mmaction - INFO - Epoch [95][3640/3757] lr: 1.000e-04, eta: 2:32:43, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8203, loss_cls: 1.6114, loss: 1.6114, grad_norm: 4.9418 2021-01-31 03:31:46,813 - mmaction - INFO - Epoch [95][3660/3757] lr: 1.000e-04, eta: 2:32:33, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8328, loss_cls: 1.5827, loss: 1.5827, grad_norm: 4.8574 2021-01-31 03:31:52,471 - mmaction - INFO - Epoch [95][3680/3757] lr: 1.000e-04, eta: 2:32:23, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.7977, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.9041 2021-01-31 03:31:57,829 - mmaction - INFO - Epoch [95][3700/3757] lr: 1.000e-04, eta: 2:32:13, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8164, loss_cls: 1.6604, loss: 1.6604, grad_norm: 4.8253 2021-01-31 03:32:04,188 - mmaction - INFO - Epoch [95][3720/3757] lr: 1.000e-04, eta: 2:32:03, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8250, loss_cls: 1.6625, loss: 1.6625, grad_norm: 4.9042 2021-01-31 03:32:09,899 - mmaction - INFO - Epoch [95][3740/3757] lr: 1.000e-04, eta: 2:31:53, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8133, loss_cls: 1.6522, loss: 1.6522, grad_norm: 4.8847 2021-01-31 03:32:29,794 - mmaction - INFO - Saving checkpoint at 95 epochs 2021-01-31 03:42:58,073 - mmaction - INFO - Epoch [96][20/3757] lr: 1.000e-04, eta: 2:32:08, time: 31.391, data_time: 30.946, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6302, loss: 1.6302, grad_norm: 4.8752 2021-01-31 03:43:02,290 - mmaction - INFO - Epoch [96][40/3757] lr: 1.000e-04, eta: 2:31:58, time: 0.221, data_time: 0.014, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.6963, loss: 1.6963, grad_norm: 5.0612 2021-01-31 03:43:06,468 - mmaction - INFO - Epoch [96][60/3757] lr: 1.000e-04, eta: 2:31:48, time: 0.209, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8313, loss_cls: 1.6119, loss: 1.6119, grad_norm: 4.8343 2021-01-31 03:43:10,694 - mmaction - INFO - Epoch [96][80/3757] lr: 1.000e-04, eta: 2:31:37, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8219, loss_cls: 1.6545, loss: 1.6545, grad_norm: 4.8396 2021-01-31 03:43:14,855 - mmaction - INFO - Epoch [96][100/3757] lr: 1.000e-04, eta: 2:31:27, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8305, loss_cls: 1.5965, loss: 1.5965, grad_norm: 4.7416 2021-01-31 03:43:18,989 - mmaction - INFO - Epoch [96][120/3757] lr: 1.000e-04, eta: 2:31:17, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8336, loss_cls: 1.5706, loss: 1.5706, grad_norm: 4.7843 2021-01-31 03:43:23,251 - mmaction - INFO - Epoch [96][140/3757] lr: 1.000e-04, eta: 2:31:07, time: 0.213, data_time: 0.003, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.6064, loss: 1.6064, grad_norm: 4.7472 2021-01-31 03:43:27,416 - mmaction - INFO - Epoch [96][160/3757] lr: 1.000e-04, eta: 2:30:57, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8203, loss_cls: 1.5677, loss: 1.5677, grad_norm: 4.7519 2021-01-31 03:43:31,653 - mmaction - INFO - Epoch [96][180/3757] lr: 1.000e-04, eta: 2:30:47, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8117, loss_cls: 1.7168, loss: 1.7168, grad_norm: 4.9807 2021-01-31 03:43:35,769 - mmaction - INFO - Epoch [96][200/3757] lr: 1.000e-04, eta: 2:30:37, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6499, loss: 1.6499, grad_norm: 4.7935 2021-01-31 03:43:39,963 - mmaction - INFO - Epoch [96][220/3757] lr: 1.000e-04, eta: 2:30:27, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8047, loss_cls: 1.7174, loss: 1.7174, grad_norm: 4.9015 2021-01-31 03:43:44,291 - mmaction - INFO - Epoch [96][240/3757] lr: 1.000e-04, eta: 2:30:17, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.5988, loss: 1.5988, grad_norm: 4.7937 2021-01-31 03:43:48,486 - mmaction - INFO - Epoch [96][260/3757] lr: 1.000e-04, eta: 2:30:07, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8039, loss_cls: 1.7050, loss: 1.7050, grad_norm: 4.8339 2021-01-31 03:43:52,731 - mmaction - INFO - Epoch [96][280/3757] lr: 1.000e-04, eta: 2:29:57, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8133, loss_cls: 1.7511, loss: 1.7511, grad_norm: 5.1030 2021-01-31 03:43:56,995 - mmaction - INFO - Epoch [96][300/3757] lr: 1.000e-04, eta: 2:29:47, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8414, loss_cls: 1.5298, loss: 1.5298, grad_norm: 4.8103 2021-01-31 03:44:01,201 - mmaction - INFO - Epoch [96][320/3757] lr: 1.000e-04, eta: 2:29:37, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8219, loss_cls: 1.6625, loss: 1.6625, grad_norm: 4.8533 2021-01-31 03:44:05,454 - mmaction - INFO - Epoch [96][340/3757] lr: 1.000e-04, eta: 2:29:27, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8102, loss_cls: 1.5912, loss: 1.5912, grad_norm: 4.7643 2021-01-31 03:44:09,738 - mmaction - INFO - Epoch [96][360/3757] lr: 1.000e-04, eta: 2:29:17, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8359, loss_cls: 1.5921, loss: 1.5921, grad_norm: 4.7976 2021-01-31 03:44:14,158 - mmaction - INFO - Epoch [96][380/3757] lr: 1.000e-04, eta: 2:29:07, time: 0.221, data_time: 0.000, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8297, loss_cls: 1.6118, loss: 1.6118, grad_norm: 4.7681 2021-01-31 03:44:18,370 - mmaction - INFO - Epoch [96][400/3757] lr: 1.000e-04, eta: 2:28:57, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.6127, loss: 1.6127, grad_norm: 4.6832 2021-01-31 03:44:22,704 - mmaction - INFO - Epoch [96][420/3757] lr: 1.000e-04, eta: 2:28:47, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.6932, loss: 1.6932, grad_norm: 4.9670 2021-01-31 03:44:27,159 - mmaction - INFO - Epoch [96][440/3757] lr: 1.000e-04, eta: 2:28:37, time: 0.223, data_time: 0.006, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8125, loss_cls: 1.6148, loss: 1.6148, grad_norm: 4.7811 2021-01-31 03:44:31,549 - mmaction - INFO - Epoch [96][460/3757] lr: 1.000e-04, eta: 2:28:27, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8164, loss_cls: 1.5819, loss: 1.5819, grad_norm: 4.9245 2021-01-31 03:44:36,068 - mmaction - INFO - Epoch [96][480/3757] lr: 1.000e-04, eta: 2:28:17, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.6413, loss: 1.6413, grad_norm: 4.7515 2021-01-31 03:44:40,507 - mmaction - INFO - Epoch [96][500/3757] lr: 1.000e-04, eta: 2:28:07, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.6197, loss: 1.6197, grad_norm: 4.8294 2021-01-31 03:44:45,379 - mmaction - INFO - Epoch [96][520/3757] lr: 1.000e-04, eta: 2:27:57, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6532, loss: 1.6532, grad_norm: 4.9202 2021-01-31 03:44:49,861 - mmaction - INFO - Epoch [96][540/3757] lr: 1.000e-04, eta: 2:27:47, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8453, loss_cls: 1.5532, loss: 1.5532, grad_norm: 4.7378 2021-01-31 03:44:54,599 - mmaction - INFO - Epoch [96][560/3757] lr: 1.000e-04, eta: 2:27:37, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.6513, loss: 1.6513, grad_norm: 4.7804 2021-01-31 03:44:59,185 - mmaction - INFO - Epoch [96][580/3757] lr: 1.000e-04, eta: 2:27:27, time: 0.229, data_time: 0.002, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8180, loss_cls: 1.6265, loss: 1.6265, grad_norm: 4.8703 2021-01-31 03:45:04,164 - mmaction - INFO - Epoch [96][600/3757] lr: 1.000e-04, eta: 2:27:17, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8234, loss_cls: 1.5973, loss: 1.5973, grad_norm: 4.8918 2021-01-31 03:45:09,263 - mmaction - INFO - Epoch [96][620/3757] lr: 1.000e-04, eta: 2:27:08, time: 0.255, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8141, loss_cls: 1.6231, loss: 1.6231, grad_norm: 4.8303 2021-01-31 03:45:14,269 - mmaction - INFO - Epoch [96][640/3757] lr: 1.000e-04, eta: 2:26:58, time: 0.250, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8039, loss_cls: 1.6466, loss: 1.6466, grad_norm: 4.9551 2021-01-31 03:45:19,451 - mmaction - INFO - Epoch [96][660/3757] lr: 1.000e-04, eta: 2:26:48, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6534, loss: 1.6534, grad_norm: 4.8887 2021-01-31 03:45:25,248 - mmaction - INFO - Epoch [96][680/3757] lr: 1.000e-04, eta: 2:26:38, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.6721, loss: 1.6721, grad_norm: 4.9649 2021-01-31 03:45:29,720 - mmaction - INFO - Epoch [96][700/3757] lr: 1.000e-04, eta: 2:26:28, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.6909, loss: 1.6909, grad_norm: 4.9022 2021-01-31 03:45:35,155 - mmaction - INFO - Epoch [96][720/3757] lr: 1.000e-04, eta: 2:26:18, time: 0.272, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8273, loss_cls: 1.6130, loss: 1.6130, grad_norm: 4.8587 2021-01-31 03:45:40,608 - mmaction - INFO - Epoch [96][740/3757] lr: 1.000e-04, eta: 2:26:08, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8242, loss_cls: 1.5622, loss: 1.5622, grad_norm: 4.8593 2021-01-31 03:45:45,698 - mmaction - INFO - Epoch [96][760/3757] lr: 1.000e-04, eta: 2:25:58, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.6815, loss: 1.6815, grad_norm: 4.8920 2021-01-31 03:45:50,986 - mmaction - INFO - Epoch [96][780/3757] lr: 1.000e-04, eta: 2:25:48, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.5333, loss: 1.5333, grad_norm: 4.7293 2021-01-31 03:45:57,051 - mmaction - INFO - Epoch [96][800/3757] lr: 1.000e-04, eta: 2:25:38, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8109, loss_cls: 1.7294, loss: 1.7294, grad_norm: 5.0703 2021-01-31 03:46:02,245 - mmaction - INFO - Epoch [96][820/3757] lr: 1.000e-04, eta: 2:25:28, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5859, loss: 1.5859, grad_norm: 4.8271 2021-01-31 03:46:07,813 - mmaction - INFO - Epoch [96][840/3757] lr: 1.000e-04, eta: 2:25:18, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6002, loss: 1.6002, grad_norm: 4.8457 2021-01-31 03:46:13,651 - mmaction - INFO - Epoch [96][860/3757] lr: 1.000e-04, eta: 2:25:08, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8031, loss_cls: 1.6516, loss: 1.6516, grad_norm: 4.9871 2021-01-31 03:46:18,846 - mmaction - INFO - Epoch [96][880/3757] lr: 1.000e-04, eta: 2:24:58, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8266, loss_cls: 1.6899, loss: 1.6899, grad_norm: 4.9759 2021-01-31 03:46:24,022 - mmaction - INFO - Epoch [96][900/3757] lr: 1.000e-04, eta: 2:24:48, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8102, loss_cls: 1.7335, loss: 1.7335, grad_norm: 5.0342 2021-01-31 03:46:29,803 - mmaction - INFO - Epoch [96][920/3757] lr: 1.000e-04, eta: 2:24:38, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8094, loss_cls: 1.6404, loss: 1.6404, grad_norm: 4.9180 2021-01-31 03:46:35,325 - mmaction - INFO - Epoch [96][940/3757] lr: 1.000e-04, eta: 2:24:29, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8172, loss_cls: 1.6714, loss: 1.6714, grad_norm: 4.9244 2021-01-31 03:46:41,634 - mmaction - INFO - Epoch [96][960/3757] lr: 1.000e-04, eta: 2:24:19, time: 0.316, data_time: 0.003, memory: 3385, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.4769, loss: 1.4769, grad_norm: 4.6206 2021-01-31 03:46:48,022 - mmaction - INFO - Epoch [96][980/3757] lr: 1.000e-04, eta: 2:24:09, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6326, loss: 1.6326, grad_norm: 4.9073 2021-01-31 03:46:53,234 - mmaction - INFO - Epoch [96][1000/3757] lr: 1.000e-04, eta: 2:23:59, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8117, loss_cls: 1.6481, loss: 1.6481, grad_norm: 4.8335 2021-01-31 03:46:59,715 - mmaction - INFO - Epoch [96][1020/3757] lr: 1.000e-04, eta: 2:23:49, time: 0.324, data_time: 0.002, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5518, loss: 1.5518, grad_norm: 4.7691 2021-01-31 03:47:05,393 - mmaction - INFO - Epoch [96][1040/3757] lr: 1.000e-04, eta: 2:23:39, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8102, loss_cls: 1.6736, loss: 1.6736, grad_norm: 4.8198 2021-01-31 03:47:10,259 - mmaction - INFO - Epoch [96][1060/3757] lr: 1.000e-04, eta: 2:23:29, time: 0.244, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8219, loss_cls: 1.6034, loss: 1.6034, grad_norm: 4.7476 2021-01-31 03:47:16,160 - mmaction - INFO - Epoch [96][1080/3757] lr: 1.000e-04, eta: 2:23:19, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8203, loss_cls: 1.6776, loss: 1.6776, grad_norm: 4.8965 2021-01-31 03:47:21,407 - mmaction - INFO - Epoch [96][1100/3757] lr: 1.000e-04, eta: 2:23:09, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8258, loss_cls: 1.6034, loss: 1.6034, grad_norm: 4.8115 2021-01-31 03:47:26,886 - mmaction - INFO - Epoch [96][1120/3757] lr: 1.000e-04, eta: 2:22:59, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8148, loss_cls: 1.6076, loss: 1.6076, grad_norm: 4.8931 2021-01-31 03:47:32,576 - mmaction - INFO - Epoch [96][1140/3757] lr: 1.000e-04, eta: 2:22:49, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5288, loss: 1.5288, grad_norm: 4.7057 2021-01-31 03:47:38,242 - mmaction - INFO - Epoch [96][1160/3757] lr: 1.000e-04, eta: 2:22:39, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8328, loss_cls: 1.6019, loss: 1.6019, grad_norm: 4.8895 2021-01-31 03:47:44,592 - mmaction - INFO - Epoch [96][1180/3757] lr: 1.000e-04, eta: 2:22:30, time: 0.317, data_time: 0.004, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8180, loss_cls: 1.6779, loss: 1.6779, grad_norm: 4.9146 2021-01-31 03:47:50,350 - mmaction - INFO - Epoch [96][1200/3757] lr: 1.000e-04, eta: 2:22:20, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8031, loss_cls: 1.6799, loss: 1.6799, grad_norm: 4.9670 2021-01-31 03:47:56,206 - mmaction - INFO - Epoch [96][1220/3757] lr: 1.000e-04, eta: 2:22:10, time: 0.293, data_time: 0.003, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8289, loss_cls: 1.5698, loss: 1.5698, grad_norm: 4.7386 2021-01-31 03:48:01,817 - mmaction - INFO - Epoch [96][1240/3757] lr: 1.000e-04, eta: 2:22:00, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8227, loss_cls: 1.5507, loss: 1.5507, grad_norm: 4.6973 2021-01-31 03:48:07,163 - mmaction - INFO - Epoch [96][1260/3757] lr: 1.000e-04, eta: 2:21:50, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.6855, loss: 1.6855, grad_norm: 4.9886 2021-01-31 03:48:12,953 - mmaction - INFO - Epoch [96][1280/3757] lr: 1.000e-04, eta: 2:21:40, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8414, loss_cls: 1.6040, loss: 1.6040, grad_norm: 4.8270 2021-01-31 03:48:19,389 - mmaction - INFO - Epoch [96][1300/3757] lr: 1.000e-04, eta: 2:21:30, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8227, loss_cls: 1.5881, loss: 1.5881, grad_norm: 4.7655 2021-01-31 03:48:24,981 - mmaction - INFO - Epoch [96][1320/3757] lr: 1.000e-04, eta: 2:21:20, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7124, loss: 1.7124, grad_norm: 5.0248 2021-01-31 03:48:31,008 - mmaction - INFO - Epoch [96][1340/3757] lr: 1.000e-04, eta: 2:21:10, time: 0.302, data_time: 0.005, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.6751, loss: 1.6751, grad_norm: 4.9292 2021-01-31 03:48:36,246 - mmaction - INFO - Epoch [96][1360/3757] lr: 1.000e-04, eta: 2:21:00, time: 0.262, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8328, loss_cls: 1.5458, loss: 1.5458, grad_norm: 4.7700 2021-01-31 03:48:42,074 - mmaction - INFO - Epoch [96][1380/3757] lr: 1.000e-04, eta: 2:20:51, time: 0.291, data_time: 0.005, memory: 3385, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.5036, loss: 1.5036, grad_norm: 4.6213 2021-01-31 03:48:48,227 - mmaction - INFO - Epoch [96][1400/3757] lr: 1.000e-04, eta: 2:20:41, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5327, loss: 1.5327, grad_norm: 4.7082 2021-01-31 03:48:54,758 - mmaction - INFO - Epoch [96][1420/3757] lr: 1.000e-04, eta: 2:20:31, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8281, loss_cls: 1.6300, loss: 1.6300, grad_norm: 4.8795 2021-01-31 03:49:00,519 - mmaction - INFO - Epoch [96][1440/3757] lr: 1.000e-04, eta: 2:20:21, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8109, loss_cls: 1.6702, loss: 1.6702, grad_norm: 4.8624 2021-01-31 03:49:07,365 - mmaction - INFO - Epoch [96][1460/3757] lr: 1.000e-04, eta: 2:20:11, time: 0.343, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8039, loss_cls: 1.6641, loss: 1.6641, grad_norm: 4.9430 2021-01-31 03:49:13,341 - mmaction - INFO - Epoch [96][1480/3757] lr: 1.000e-04, eta: 2:20:01, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8094, loss_cls: 1.6750, loss: 1.6750, grad_norm: 4.9324 2021-01-31 03:49:18,812 - mmaction - INFO - Epoch [96][1500/3757] lr: 1.000e-04, eta: 2:19:51, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8227, loss_cls: 1.6523, loss: 1.6523, grad_norm: 4.8185 2021-01-31 03:49:24,169 - mmaction - INFO - Epoch [96][1520/3757] lr: 1.000e-04, eta: 2:19:41, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.8646 2021-01-31 03:49:30,360 - mmaction - INFO - Epoch [96][1540/3757] lr: 1.000e-04, eta: 2:19:31, time: 0.310, data_time: 0.000, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8289, loss_cls: 1.5953, loss: 1.5953, grad_norm: 4.9310 2021-01-31 03:49:36,549 - mmaction - INFO - Epoch [96][1560/3757] lr: 1.000e-04, eta: 2:19:22, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8211, loss_cls: 1.6527, loss: 1.6527, grad_norm: 4.9459 2021-01-31 03:49:42,813 - mmaction - INFO - Epoch [96][1580/3757] lr: 1.000e-04, eta: 2:19:12, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6179, loss: 1.6179, grad_norm: 4.9096 2021-01-31 03:49:48,471 - mmaction - INFO - Epoch [96][1600/3757] lr: 1.000e-04, eta: 2:19:02, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8039, loss_cls: 1.6219, loss: 1.6219, grad_norm: 4.8466 2021-01-31 03:49:55,082 - mmaction - INFO - Epoch [96][1620/3757] lr: 1.000e-04, eta: 2:18:52, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8039, loss_cls: 1.6452, loss: 1.6452, grad_norm: 4.9092 2021-01-31 03:50:01,078 - mmaction - INFO - Epoch [96][1640/3757] lr: 1.000e-04, eta: 2:18:42, time: 0.300, data_time: 0.003, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8078, loss_cls: 1.6777, loss: 1.6777, grad_norm: 4.9520 2021-01-31 03:50:07,381 - mmaction - INFO - Epoch [96][1660/3757] lr: 1.000e-04, eta: 2:18:32, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8234, loss_cls: 1.6359, loss: 1.6359, grad_norm: 4.9094 2021-01-31 03:50:13,361 - mmaction - INFO - Epoch [96][1680/3757] lr: 1.000e-04, eta: 2:18:22, time: 0.299, data_time: 0.004, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8227, loss_cls: 1.5890, loss: 1.5890, grad_norm: 4.8354 2021-01-31 03:50:19,121 - mmaction - INFO - Epoch [96][1700/3757] lr: 1.000e-04, eta: 2:18:12, time: 0.288, data_time: 0.003, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8227, loss_cls: 1.6640, loss: 1.6640, grad_norm: 4.8823 2021-01-31 03:50:25,603 - mmaction - INFO - Epoch [96][1720/3757] lr: 1.000e-04, eta: 2:18:03, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8219, loss_cls: 1.6993, loss: 1.6993, grad_norm: 4.9094 2021-01-31 03:50:31,726 - mmaction - INFO - Epoch [96][1740/3757] lr: 1.000e-04, eta: 2:17:53, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8172, loss_cls: 1.6687, loss: 1.6687, grad_norm: 4.8746 2021-01-31 03:50:37,361 - mmaction - INFO - Epoch [96][1760/3757] lr: 1.000e-04, eta: 2:17:43, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.6594, loss: 1.6594, grad_norm: 4.8258 2021-01-31 03:50:42,956 - mmaction - INFO - Epoch [96][1780/3757] lr: 1.000e-04, eta: 2:17:33, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8266, loss_cls: 1.5885, loss: 1.5885, grad_norm: 4.7743 2021-01-31 03:50:48,758 - mmaction - INFO - Epoch [96][1800/3757] lr: 1.000e-04, eta: 2:17:23, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.5705, loss: 1.5705, grad_norm: 4.8686 2021-01-31 03:50:54,954 - mmaction - INFO - Epoch [96][1820/3757] lr: 1.000e-04, eta: 2:17:13, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8227, loss_cls: 1.6449, loss: 1.6449, grad_norm: 4.8898 2021-01-31 03:51:01,396 - mmaction - INFO - Epoch [96][1840/3757] lr: 1.000e-04, eta: 2:17:03, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8328, loss_cls: 1.5736, loss: 1.5736, grad_norm: 4.8599 2021-01-31 03:51:07,152 - mmaction - INFO - Epoch [96][1860/3757] lr: 1.000e-04, eta: 2:16:53, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8281, loss_cls: 1.6019, loss: 1.6019, grad_norm: 4.8033 2021-01-31 03:51:12,716 - mmaction - INFO - Epoch [96][1880/3757] lr: 1.000e-04, eta: 2:16:43, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8094, loss_cls: 1.6342, loss: 1.6342, grad_norm: 4.8493 2021-01-31 03:51:18,572 - mmaction - INFO - Epoch [96][1900/3757] lr: 1.000e-04, eta: 2:16:34, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8156, loss_cls: 1.6298, loss: 1.6298, grad_norm: 4.8213 2021-01-31 03:51:24,693 - mmaction - INFO - Epoch [96][1920/3757] lr: 1.000e-04, eta: 2:16:24, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8148, loss_cls: 1.6984, loss: 1.6984, grad_norm: 4.9370 2021-01-31 03:51:30,862 - mmaction - INFO - Epoch [96][1940/3757] lr: 1.000e-04, eta: 2:16:14, time: 0.308, data_time: 0.003, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8242, loss_cls: 1.6062, loss: 1.6062, grad_norm: 4.8544 2021-01-31 03:51:36,705 - mmaction - INFO - Epoch [96][1960/3757] lr: 1.000e-04, eta: 2:16:04, time: 0.292, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.6716, loss: 1.6716, grad_norm: 4.9376 2021-01-31 03:51:42,415 - mmaction - INFO - Epoch [96][1980/3757] lr: 1.000e-04, eta: 2:15:54, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8219, loss_cls: 1.5846, loss: 1.5846, grad_norm: 4.7591 2021-01-31 03:51:48,172 - mmaction - INFO - Epoch [96][2000/3757] lr: 1.000e-04, eta: 2:15:44, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6537, loss: 1.6537, grad_norm: 4.9938 2021-01-31 03:51:54,947 - mmaction - INFO - Epoch [96][2020/3757] lr: 1.000e-04, eta: 2:15:34, time: 0.338, data_time: 0.004, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8125, loss_cls: 1.6637, loss: 1.6637, grad_norm: 4.8801 2021-01-31 03:52:00,882 - mmaction - INFO - Epoch [96][2040/3757] lr: 1.000e-04, eta: 2:15:24, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8234, loss_cls: 1.6453, loss: 1.6453, grad_norm: 4.9036 2021-01-31 03:52:06,487 - mmaction - INFO - Epoch [96][2060/3757] lr: 1.000e-04, eta: 2:15:15, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8328, loss_cls: 1.6629, loss: 1.6629, grad_norm: 4.9648 2021-01-31 03:52:11,928 - mmaction - INFO - Epoch [96][2080/3757] lr: 1.000e-04, eta: 2:15:05, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8297, loss_cls: 1.5867, loss: 1.5867, grad_norm: 4.8545 2021-01-31 03:52:17,696 - mmaction - INFO - Epoch [96][2100/3757] lr: 1.000e-04, eta: 2:14:55, time: 0.289, data_time: 0.003, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8195, loss_cls: 1.6914, loss: 1.6914, grad_norm: 4.9873 2021-01-31 03:52:24,373 - mmaction - INFO - Epoch [96][2120/3757] lr: 1.000e-04, eta: 2:14:45, time: 0.334, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8180, loss_cls: 1.6142, loss: 1.6142, grad_norm: 4.8122 2021-01-31 03:52:30,882 - mmaction - INFO - Epoch [96][2140/3757] lr: 1.000e-04, eta: 2:14:35, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.9530 2021-01-31 03:52:36,770 - mmaction - INFO - Epoch [96][2160/3757] lr: 1.000e-04, eta: 2:14:25, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8133, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.9692 2021-01-31 03:52:42,640 - mmaction - INFO - Epoch [96][2180/3757] lr: 1.000e-04, eta: 2:14:15, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.5698, loss: 1.5698, grad_norm: 4.8581 2021-01-31 03:52:48,181 - mmaction - INFO - Epoch [96][2200/3757] lr: 1.000e-04, eta: 2:14:05, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.5986, loss: 1.5986, grad_norm: 4.8552 2021-01-31 03:52:54,301 - mmaction - INFO - Epoch [96][2220/3757] lr: 1.000e-04, eta: 2:13:56, time: 0.306, data_time: 0.000, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.5977, loss: 1.5977, grad_norm: 4.7937 2021-01-31 03:53:00,495 - mmaction - INFO - Epoch [96][2240/3757] lr: 1.000e-04, eta: 2:13:46, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7906, loss_cls: 1.7483, loss: 1.7483, grad_norm: 5.0124 2021-01-31 03:53:05,790 - mmaction - INFO - Epoch [96][2260/3757] lr: 1.000e-04, eta: 2:13:36, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8258, loss_cls: 1.6248, loss: 1.6248, grad_norm: 4.9746 2021-01-31 03:53:13,043 - mmaction - INFO - Epoch [96][2280/3757] lr: 1.000e-04, eta: 2:13:26, time: 0.363, data_time: 0.004, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8148, loss_cls: 1.6551, loss: 1.6551, grad_norm: 4.9139 2021-01-31 03:53:18,765 - mmaction - INFO - Epoch [96][2300/3757] lr: 1.000e-04, eta: 2:13:16, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.5692, loss: 1.5692, grad_norm: 4.9177 2021-01-31 03:53:24,966 - mmaction - INFO - Epoch [96][2320/3757] lr: 1.000e-04, eta: 2:13:06, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8359, loss_cls: 1.5364, loss: 1.5364, grad_norm: 4.7939 2021-01-31 03:53:30,331 - mmaction - INFO - Epoch [96][2340/3757] lr: 1.000e-04, eta: 2:12:56, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8367, loss_cls: 1.5398, loss: 1.5398, grad_norm: 4.8033 2021-01-31 03:53:36,501 - mmaction - INFO - Epoch [96][2360/3757] lr: 1.000e-04, eta: 2:12:46, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8242, loss_cls: 1.6150, loss: 1.6150, grad_norm: 4.8503 2021-01-31 03:53:42,717 - mmaction - INFO - Epoch [96][2380/3757] lr: 1.000e-04, eta: 2:12:37, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8187, loss_cls: 1.5973, loss: 1.5973, grad_norm: 4.8451 2021-01-31 03:53:48,397 - mmaction - INFO - Epoch [96][2400/3757] lr: 1.000e-04, eta: 2:12:27, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8305, loss_cls: 1.5802, loss: 1.5802, grad_norm: 4.8450 2021-01-31 03:53:54,333 - mmaction - INFO - Epoch [96][2420/3757] lr: 1.000e-04, eta: 2:12:17, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8375, loss_cls: 1.5992, loss: 1.5992, grad_norm: 4.8742 2021-01-31 03:54:00,240 - mmaction - INFO - Epoch [96][2440/3757] lr: 1.000e-04, eta: 2:12:07, time: 0.295, data_time: 0.003, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8156, loss_cls: 1.6295, loss: 1.6295, grad_norm: 4.8760 2021-01-31 03:54:06,343 - mmaction - INFO - Epoch [96][2460/3757] lr: 1.000e-04, eta: 2:11:57, time: 0.306, data_time: 0.003, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8133, loss_cls: 1.6457, loss: 1.6457, grad_norm: 4.8007 2021-01-31 03:54:12,281 - mmaction - INFO - Epoch [96][2480/3757] lr: 1.000e-04, eta: 2:11:47, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8328, loss_cls: 1.5572, loss: 1.5572, grad_norm: 4.9085 2021-01-31 03:54:17,926 - mmaction - INFO - Epoch [96][2500/3757] lr: 1.000e-04, eta: 2:11:37, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.6308, loss: 1.6308, grad_norm: 4.9776 2021-01-31 03:54:24,036 - mmaction - INFO - Epoch [96][2520/3757] lr: 1.000e-04, eta: 2:11:27, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8133, loss_cls: 1.6264, loss: 1.6264, grad_norm: 4.8477 2021-01-31 03:54:30,850 - mmaction - INFO - Epoch [96][2540/3757] lr: 1.000e-04, eta: 2:11:18, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8273, loss_cls: 1.6269, loss: 1.6269, grad_norm: 4.8590 2021-01-31 03:54:36,774 - mmaction - INFO - Epoch [96][2560/3757] lr: 1.000e-04, eta: 2:11:08, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6256, loss: 1.6256, grad_norm: 4.9157 2021-01-31 03:54:43,235 - mmaction - INFO - Epoch [96][2580/3757] lr: 1.000e-04, eta: 2:10:58, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8328, loss_cls: 1.5429, loss: 1.5429, grad_norm: 4.8737 2021-01-31 03:54:49,518 - mmaction - INFO - Epoch [96][2600/3757] lr: 1.000e-04, eta: 2:10:48, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8305, loss_cls: 1.6115, loss: 1.6115, grad_norm: 4.8278 2021-01-31 03:54:55,292 - mmaction - INFO - Epoch [96][2620/3757] lr: 1.000e-04, eta: 2:10:38, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8047, loss_cls: 1.6348, loss: 1.6348, grad_norm: 4.8713 2021-01-31 03:55:01,586 - mmaction - INFO - Epoch [96][2640/3757] lr: 1.000e-04, eta: 2:10:28, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6642, loss: 1.6642, grad_norm: 4.9528 2021-01-31 03:55:07,736 - mmaction - INFO - Epoch [96][2660/3757] lr: 1.000e-04, eta: 2:10:18, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8094, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.0209 2021-01-31 03:55:13,820 - mmaction - INFO - Epoch [96][2680/3757] lr: 1.000e-04, eta: 2:10:09, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8258, loss_cls: 1.5904, loss: 1.5904, grad_norm: 4.7674 2021-01-31 03:55:19,987 - mmaction - INFO - Epoch [96][2700/3757] lr: 1.000e-04, eta: 2:09:59, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8195, loss_cls: 1.6086, loss: 1.6086, grad_norm: 4.9526 2021-01-31 03:55:25,361 - mmaction - INFO - Epoch [96][2720/3757] lr: 1.000e-04, eta: 2:09:49, time: 0.268, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.5522, loss: 1.5522, grad_norm: 4.7475 2021-01-31 03:55:31,376 - mmaction - INFO - Epoch [96][2740/3757] lr: 1.000e-04, eta: 2:09:39, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8336, loss_cls: 1.5943, loss: 1.5943, grad_norm: 4.8364 2021-01-31 03:55:37,724 - mmaction - INFO - Epoch [96][2760/3757] lr: 1.000e-04, eta: 2:09:29, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6334, loss: 1.6334, grad_norm: 4.9209 2021-01-31 03:55:43,718 - mmaction - INFO - Epoch [96][2780/3757] lr: 1.000e-04, eta: 2:09:19, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.6232, loss: 1.6232, grad_norm: 4.9804 2021-01-31 03:55:49,861 - mmaction - INFO - Epoch [96][2800/3757] lr: 1.000e-04, eta: 2:09:09, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8234, loss_cls: 1.6294, loss: 1.6294, grad_norm: 4.8722 2021-01-31 03:55:55,962 - mmaction - INFO - Epoch [96][2820/3757] lr: 1.000e-04, eta: 2:09:00, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8172, loss_cls: 1.6623, loss: 1.6623, grad_norm: 4.8953 2021-01-31 03:56:01,644 - mmaction - INFO - Epoch [96][2840/3757] lr: 1.000e-04, eta: 2:08:50, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5595, loss: 1.5595, grad_norm: 4.7845 2021-01-31 03:56:07,955 - mmaction - INFO - Epoch [96][2860/3757] lr: 1.000e-04, eta: 2:08:40, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.6933, loss: 1.6933, grad_norm: 4.9756 2021-01-31 03:56:13,951 - mmaction - INFO - Epoch [96][2880/3757] lr: 1.000e-04, eta: 2:08:30, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8164, loss_cls: 1.6375, loss: 1.6375, grad_norm: 4.8884 2021-01-31 03:56:19,584 - mmaction - INFO - Epoch [96][2900/3757] lr: 1.000e-04, eta: 2:08:20, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.6740, loss: 1.6740, grad_norm: 4.9121 2021-01-31 03:56:25,245 - mmaction - INFO - Epoch [96][2920/3757] lr: 1.000e-04, eta: 2:08:10, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8141, loss_cls: 1.6087, loss: 1.6087, grad_norm: 4.8213 2021-01-31 03:56:32,318 - mmaction - INFO - Epoch [96][2940/3757] lr: 1.000e-04, eta: 2:08:00, time: 0.353, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8195, loss_cls: 1.5959, loss: 1.5959, grad_norm: 4.8493 2021-01-31 03:56:38,677 - mmaction - INFO - Epoch [96][2960/3757] lr: 1.000e-04, eta: 2:07:51, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8008, loss_cls: 1.6873, loss: 1.6873, grad_norm: 4.9336 2021-01-31 03:56:44,407 - mmaction - INFO - Epoch [96][2980/3757] lr: 1.000e-04, eta: 2:07:41, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8406, loss_cls: 1.5310, loss: 1.5310, grad_norm: 4.7932 2021-01-31 03:56:50,489 - mmaction - INFO - Epoch [96][3000/3757] lr: 1.000e-04, eta: 2:07:31, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.6079, loss: 1.6079, grad_norm: 4.7882 2021-01-31 03:56:56,427 - mmaction - INFO - Epoch [96][3020/3757] lr: 1.000e-04, eta: 2:07:21, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8117, loss_cls: 1.6764, loss: 1.6764, grad_norm: 4.9335 2021-01-31 03:57:02,416 - mmaction - INFO - Epoch [96][3040/3757] lr: 1.000e-04, eta: 2:07:11, time: 0.299, data_time: 0.004, memory: 3385, top1_acc: 0.5711, top5_acc: 0.8047, loss_cls: 1.7039, loss: 1.7039, grad_norm: 4.9721 2021-01-31 03:57:08,535 - mmaction - INFO - Epoch [96][3060/3757] lr: 1.000e-04, eta: 2:07:01, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.6480, loss: 1.6480, grad_norm: 4.8456 2021-01-31 03:57:14,443 - mmaction - INFO - Epoch [96][3080/3757] lr: 1.000e-04, eta: 2:06:51, time: 0.296, data_time: 0.004, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5801, loss: 1.5801, grad_norm: 4.7192 2021-01-31 03:57:20,243 - mmaction - INFO - Epoch [96][3100/3757] lr: 1.000e-04, eta: 2:06:42, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8266, loss_cls: 1.6024, loss: 1.6024, grad_norm: 4.9634 2021-01-31 03:57:26,386 - mmaction - INFO - Epoch [96][3120/3757] lr: 1.000e-04, eta: 2:06:32, time: 0.307, data_time: 0.004, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8328, loss_cls: 1.6027, loss: 1.6027, grad_norm: 4.8311 2021-01-31 03:57:32,082 - mmaction - INFO - Epoch [96][3140/3757] lr: 1.000e-04, eta: 2:06:22, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.6552, loss: 1.6552, grad_norm: 4.9081 2021-01-31 03:57:38,070 - mmaction - INFO - Epoch [96][3160/3757] lr: 1.000e-04, eta: 2:06:12, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8414, loss_cls: 1.5345, loss: 1.5345, grad_norm: 4.8808 2021-01-31 03:57:44,292 - mmaction - INFO - Epoch [96][3180/3757] lr: 1.000e-04, eta: 2:06:02, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8141, loss_cls: 1.6245, loss: 1.6245, grad_norm: 4.8329 2021-01-31 03:57:50,355 - mmaction - INFO - Epoch [96][3200/3757] lr: 1.000e-04, eta: 2:05:52, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8242, loss_cls: 1.6305, loss: 1.6305, grad_norm: 4.8817 2021-01-31 03:57:56,545 - mmaction - INFO - Epoch [96][3220/3757] lr: 1.000e-04, eta: 2:05:42, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8125, loss_cls: 1.7090, loss: 1.7090, grad_norm: 4.9462 2021-01-31 03:58:02,531 - mmaction - INFO - Epoch [96][3240/3757] lr: 1.000e-04, eta: 2:05:33, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8266, loss_cls: 1.6172, loss: 1.6172, grad_norm: 4.8970 2021-01-31 03:58:08,822 - mmaction - INFO - Epoch [96][3260/3757] lr: 1.000e-04, eta: 2:05:23, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8164, loss_cls: 1.6628, loss: 1.6628, grad_norm: 4.9449 2021-01-31 03:58:15,182 - mmaction - INFO - Epoch [96][3280/3757] lr: 1.000e-04, eta: 2:05:13, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.6445, top5_acc: 0.8258, loss_cls: 1.5755, loss: 1.5755, grad_norm: 4.6684 2021-01-31 03:58:21,274 - mmaction - INFO - Epoch [96][3300/3757] lr: 1.000e-04, eta: 2:05:03, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8281, loss_cls: 1.6343, loss: 1.6343, grad_norm: 4.8700 2021-01-31 03:58:27,163 - mmaction - INFO - Epoch [96][3320/3757] lr: 1.000e-04, eta: 2:04:53, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6318, loss: 1.6318, grad_norm: 4.9878 2021-01-31 03:58:33,255 - mmaction - INFO - Epoch [96][3340/3757] lr: 1.000e-04, eta: 2:04:43, time: 0.304, data_time: 0.003, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6730, loss: 1.6730, grad_norm: 5.0258 2021-01-31 03:58:39,540 - mmaction - INFO - Epoch [96][3360/3757] lr: 1.000e-04, eta: 2:04:34, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.7346, loss: 1.7346, grad_norm: 5.0897 2021-01-31 03:58:45,250 - mmaction - INFO - Epoch [96][3380/3757] lr: 1.000e-04, eta: 2:04:24, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8172, loss_cls: 1.6511, loss: 1.6511, grad_norm: 4.9072 2021-01-31 03:58:51,385 - mmaction - INFO - Epoch [96][3400/3757] lr: 1.000e-04, eta: 2:04:14, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8219, loss_cls: 1.6333, loss: 1.6333, grad_norm: 4.9177 2021-01-31 03:58:57,110 - mmaction - INFO - Epoch [96][3420/3757] lr: 1.000e-04, eta: 2:04:04, time: 0.286, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8148, loss_cls: 1.6486, loss: 1.6486, grad_norm: 4.8412 2021-01-31 03:59:03,408 - mmaction - INFO - Epoch [96][3440/3757] lr: 1.000e-04, eta: 2:03:54, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.7930, loss_cls: 1.7310, loss: 1.7310, grad_norm: 4.9577 2021-01-31 03:59:09,410 - mmaction - INFO - Epoch [96][3460/3757] lr: 1.000e-04, eta: 2:03:44, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6305, loss: 1.6305, grad_norm: 4.9578 2021-01-31 03:59:14,964 - mmaction - INFO - Epoch [96][3480/3757] lr: 1.000e-04, eta: 2:03:34, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.5021, loss: 1.5021, grad_norm: 4.7084 2021-01-31 03:59:21,200 - mmaction - INFO - Epoch [96][3500/3757] lr: 1.000e-04, eta: 2:03:25, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6091, loss: 1.6091, grad_norm: 4.8913 2021-01-31 03:59:27,842 - mmaction - INFO - Epoch [96][3520/3757] lr: 1.000e-04, eta: 2:03:15, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7898, loss_cls: 1.7482, loss: 1.7482, grad_norm: 5.0330 2021-01-31 03:59:33,871 - mmaction - INFO - Epoch [96][3540/3757] lr: 1.000e-04, eta: 2:03:05, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6460, loss: 1.6460, grad_norm: 4.9368 2021-01-31 03:59:39,431 - mmaction - INFO - Epoch [96][3560/3757] lr: 1.000e-04, eta: 2:02:55, time: 0.278, data_time: 0.003, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8172, loss_cls: 1.6478, loss: 1.6478, grad_norm: 4.9444 2021-01-31 03:59:45,172 - mmaction - INFO - Epoch [96][3580/3757] lr: 1.000e-04, eta: 2:02:45, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8250, loss_cls: 1.6604, loss: 1.6604, grad_norm: 4.9689 2021-01-31 03:59:51,620 - mmaction - INFO - Epoch [96][3600/3757] lr: 1.000e-04, eta: 2:02:35, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.6456, loss: 1.6456, grad_norm: 4.8350 2021-01-31 03:59:57,235 - mmaction - INFO - Epoch [96][3620/3757] lr: 1.000e-04, eta: 2:02:26, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8180, loss_cls: 1.5890, loss: 1.5890, grad_norm: 4.7620 2021-01-31 04:00:04,417 - mmaction - INFO - Epoch [96][3640/3757] lr: 1.000e-04, eta: 2:02:16, time: 0.359, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8086, loss_cls: 1.6559, loss: 1.6559, grad_norm: 4.9690 2021-01-31 04:00:10,280 - mmaction - INFO - Epoch [96][3660/3757] lr: 1.000e-04, eta: 2:02:06, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8320, loss_cls: 1.5801, loss: 1.5801, grad_norm: 4.7719 2021-01-31 04:00:16,342 - mmaction - INFO - Epoch [96][3680/3757] lr: 1.000e-04, eta: 2:01:56, time: 0.303, data_time: 0.003, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8359, loss_cls: 1.5485, loss: 1.5485, grad_norm: 4.6784 2021-01-31 04:00:22,134 - mmaction - INFO - Epoch [96][3700/3757] lr: 1.000e-04, eta: 2:01:46, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8234, loss_cls: 1.5998, loss: 1.5998, grad_norm: 4.7808 2021-01-31 04:00:28,178 - mmaction - INFO - Epoch [96][3720/3757] lr: 1.000e-04, eta: 2:01:36, time: 0.303, data_time: 0.004, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8250, loss_cls: 1.6452, loss: 1.6452, grad_norm: 4.8216 2021-01-31 04:00:34,653 - mmaction - INFO - Epoch [96][3740/3757] lr: 1.000e-04, eta: 2:01:27, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8219, loss_cls: 1.6243, loss: 1.6243, grad_norm: 4.8972 2021-01-31 04:00:54,591 - mmaction - INFO - Saving checkpoint at 96 epochs 2021-01-31 04:10:56,626 - mmaction - INFO - Epoch [97][20/3757] lr: 1.000e-04, eta: 2:01:33, time: 30.076, data_time: 29.802, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.5883, loss: 1.5883, grad_norm: 4.6912 2021-01-31 04:11:00,882 - mmaction - INFO - Epoch [97][40/3757] lr: 1.000e-04, eta: 2:01:23, time: 0.223, data_time: 0.012, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8125, loss_cls: 1.6234, loss: 1.6234, grad_norm: 4.7602 2021-01-31 04:11:05,177 - mmaction - INFO - Epoch [97][60/3757] lr: 1.000e-04, eta: 2:01:13, time: 0.215, data_time: 0.005, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8273, loss_cls: 1.5671, loss: 1.5671, grad_norm: 4.7810 2021-01-31 04:11:09,338 - mmaction - INFO - Epoch [97][80/3757] lr: 1.000e-04, eta: 2:01:03, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6477, loss: 1.6477, grad_norm: 4.8314 2021-01-31 04:11:13,599 - mmaction - INFO - Epoch [97][100/3757] lr: 1.000e-04, eta: 2:00:53, time: 0.213, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8211, loss_cls: 1.6282, loss: 1.6282, grad_norm: 4.7832 2021-01-31 04:11:17,928 - mmaction - INFO - Epoch [97][120/3757] lr: 1.000e-04, eta: 2:00:43, time: 0.217, data_time: 0.004, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.6632, loss: 1.6632, grad_norm: 4.9430 2021-01-31 04:11:22,082 - mmaction - INFO - Epoch [97][140/3757] lr: 1.000e-04, eta: 2:00:33, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8219, loss_cls: 1.5565, loss: 1.5565, grad_norm: 4.6546 2021-01-31 04:11:26,373 - mmaction - INFO - Epoch [97][160/3757] lr: 1.000e-04, eta: 2:00:23, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8289, loss_cls: 1.6219, loss: 1.6219, grad_norm: 4.9009 2021-01-31 04:11:30,519 - mmaction - INFO - Epoch [97][180/3757] lr: 1.000e-04, eta: 2:00:13, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6558, loss: 1.6558, grad_norm: 4.9276 2021-01-31 04:11:34,722 - mmaction - INFO - Epoch [97][200/3757] lr: 1.000e-04, eta: 2:00:03, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8383, loss_cls: 1.5485, loss: 1.5485, grad_norm: 4.7371 2021-01-31 04:11:39,016 - mmaction - INFO - Epoch [97][220/3757] lr: 1.000e-04, eta: 1:59:53, time: 0.215, data_time: 0.005, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7041, loss: 1.7041, grad_norm: 5.0498 2021-01-31 04:11:43,192 - mmaction - INFO - Epoch [97][240/3757] lr: 1.000e-04, eta: 1:59:44, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5138, loss: 1.5138, grad_norm: 4.7237 2021-01-31 04:11:47,458 - mmaction - INFO - Epoch [97][260/3757] lr: 1.000e-04, eta: 1:59:34, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4713, loss: 1.4713, grad_norm: 4.6385 2021-01-31 04:11:51,595 - mmaction - INFO - Epoch [97][280/3757] lr: 1.000e-04, eta: 1:59:24, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8133, loss_cls: 1.6544, loss: 1.6544, grad_norm: 4.9695 2021-01-31 04:11:55,889 - mmaction - INFO - Epoch [97][300/3757] lr: 1.000e-04, eta: 1:59:14, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6570, loss: 1.6570, grad_norm: 4.9330 2021-01-31 04:12:00,190 - mmaction - INFO - Epoch [97][320/3757] lr: 1.000e-04, eta: 1:59:04, time: 0.216, data_time: 0.005, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8180, loss_cls: 1.6439, loss: 1.6439, grad_norm: 4.8481 2021-01-31 04:12:04,435 - mmaction - INFO - Epoch [97][340/3757] lr: 1.000e-04, eta: 1:58:54, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8266, loss_cls: 1.6385, loss: 1.6385, grad_norm: 4.8347 2021-01-31 04:12:08,838 - mmaction - INFO - Epoch [97][360/3757] lr: 1.000e-04, eta: 1:58:44, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8094, loss_cls: 1.6522, loss: 1.6522, grad_norm: 4.9050 2021-01-31 04:12:13,090 - mmaction - INFO - Epoch [97][380/3757] lr: 1.000e-04, eta: 1:58:34, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.7961, loss_cls: 1.7566, loss: 1.7566, grad_norm: 5.0387 2021-01-31 04:12:17,570 - mmaction - INFO - Epoch [97][400/3757] lr: 1.000e-04, eta: 1:58:24, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8133, loss_cls: 1.6297, loss: 1.6297, grad_norm: 4.8517 2021-01-31 04:12:21,903 - mmaction - INFO - Epoch [97][420/3757] lr: 1.000e-04, eta: 1:58:14, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8383, loss_cls: 1.5321, loss: 1.5321, grad_norm: 4.7476 2021-01-31 04:12:26,739 - mmaction - INFO - Epoch [97][440/3757] lr: 1.000e-04, eta: 1:58:04, time: 0.242, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8242, loss_cls: 1.6431, loss: 1.6431, grad_norm: 4.8203 2021-01-31 04:12:31,113 - mmaction - INFO - Epoch [97][460/3757] lr: 1.000e-04, eta: 1:57:54, time: 0.219, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8031, loss_cls: 1.6901, loss: 1.6901, grad_norm: 4.9103 2021-01-31 04:12:35,434 - mmaction - INFO - Epoch [97][480/3757] lr: 1.000e-04, eta: 1:57:44, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8117, loss_cls: 1.6571, loss: 1.6571, grad_norm: 4.9910 2021-01-31 04:12:40,525 - mmaction - INFO - Epoch [97][500/3757] lr: 1.000e-04, eta: 1:57:34, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8102, loss_cls: 1.6435, loss: 1.6435, grad_norm: 4.8102 2021-01-31 04:12:45,458 - mmaction - INFO - Epoch [97][520/3757] lr: 1.000e-04, eta: 1:57:25, time: 0.247, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.6547, loss: 1.6547, grad_norm: 4.9232 2021-01-31 04:12:50,353 - mmaction - INFO - Epoch [97][540/3757] lr: 1.000e-04, eta: 1:57:15, time: 0.244, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8133, loss_cls: 1.6941, loss: 1.6941, grad_norm: 5.0187 2021-01-31 04:12:54,770 - mmaction - INFO - Epoch [97][560/3757] lr: 1.000e-04, eta: 1:57:05, time: 0.221, data_time: 0.003, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8281, loss_cls: 1.5889, loss: 1.5889, grad_norm: 4.7870 2021-01-31 04:12:59,309 - mmaction - INFO - Epoch [97][580/3757] lr: 1.000e-04, eta: 1:56:55, time: 0.227, data_time: 0.002, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.4731, loss: 1.4731, grad_norm: 4.7476 2021-01-31 04:13:03,884 - mmaction - INFO - Epoch [97][600/3757] lr: 1.000e-04, eta: 1:56:45, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8047, loss_cls: 1.7513, loss: 1.7513, grad_norm: 5.1585 2021-01-31 04:13:09,198 - mmaction - INFO - Epoch [97][620/3757] lr: 1.000e-04, eta: 1:56:35, time: 0.265, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8211, loss_cls: 1.5940, loss: 1.5940, grad_norm: 4.7950 2021-01-31 04:13:14,375 - mmaction - INFO - Epoch [97][640/3757] lr: 1.000e-04, eta: 1:56:25, time: 0.259, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6658, loss: 1.6658, grad_norm: 4.8754 2021-01-31 04:13:19,368 - mmaction - INFO - Epoch [97][660/3757] lr: 1.000e-04, eta: 1:56:15, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8055, loss_cls: 1.6817, loss: 1.6817, grad_norm: 4.9840 2021-01-31 04:13:24,667 - mmaction - INFO - Epoch [97][680/3757] lr: 1.000e-04, eta: 1:56:05, time: 0.265, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8125, loss_cls: 1.7414, loss: 1.7414, grad_norm: 4.8909 2021-01-31 04:13:29,548 - mmaction - INFO - Epoch [97][700/3757] lr: 1.000e-04, eta: 1:55:55, time: 0.244, data_time: 0.004, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.6277, loss: 1.6277, grad_norm: 4.8791 2021-01-31 04:13:35,051 - mmaction - INFO - Epoch [97][720/3757] lr: 1.000e-04, eta: 1:55:46, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8242, loss_cls: 1.5998, loss: 1.5998, grad_norm: 4.8745 2021-01-31 04:13:39,679 - mmaction - INFO - Epoch [97][740/3757] lr: 1.000e-04, eta: 1:55:36, time: 0.232, data_time: 0.003, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8258, loss_cls: 1.6149, loss: 1.6149, grad_norm: 4.9594 2021-01-31 04:13:44,889 - mmaction - INFO - Epoch [97][760/3757] lr: 1.000e-04, eta: 1:55:26, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8430, loss_cls: 1.5091, loss: 1.5091, grad_norm: 4.8515 2021-01-31 04:13:49,938 - mmaction - INFO - Epoch [97][780/3757] lr: 1.000e-04, eta: 1:55:16, time: 0.253, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8219, loss_cls: 1.5826, loss: 1.5826, grad_norm: 4.8160 2021-01-31 04:13:55,121 - mmaction - INFO - Epoch [97][800/3757] lr: 1.000e-04, eta: 1:55:06, time: 0.259, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.5716, loss: 1.5716, grad_norm: 4.9537 2021-01-31 04:14:00,565 - mmaction - INFO - Epoch [97][820/3757] lr: 1.000e-04, eta: 1:54:56, time: 0.273, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8211, loss_cls: 1.6001, loss: 1.6001, grad_norm: 4.8193 2021-01-31 04:14:05,674 - mmaction - INFO - Epoch [97][840/3757] lr: 1.000e-04, eta: 1:54:46, time: 0.256, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8133, loss_cls: 1.6920, loss: 1.6920, grad_norm: 5.0097 2021-01-31 04:14:11,327 - mmaction - INFO - Epoch [97][860/3757] lr: 1.000e-04, eta: 1:54:36, time: 0.282, data_time: 0.000, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.7123, loss: 1.7123, grad_norm: 5.0420 2021-01-31 04:14:16,789 - mmaction - INFO - Epoch [97][880/3757] lr: 1.000e-04, eta: 1:54:26, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8109, loss_cls: 1.6813, loss: 1.6813, grad_norm: 4.8973 2021-01-31 04:14:22,438 - mmaction - INFO - Epoch [97][900/3757] lr: 1.000e-04, eta: 1:54:17, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8250, loss_cls: 1.5787, loss: 1.5787, grad_norm: 4.9006 2021-01-31 04:14:27,989 - mmaction - INFO - Epoch [97][920/3757] lr: 1.000e-04, eta: 1:54:07, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8445, loss_cls: 1.5171, loss: 1.5171, grad_norm: 4.8357 2021-01-31 04:14:33,932 - mmaction - INFO - Epoch [97][940/3757] lr: 1.000e-04, eta: 1:53:57, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6130, loss: 1.6130, grad_norm: 4.7978 2021-01-31 04:14:39,922 - mmaction - INFO - Epoch [97][960/3757] lr: 1.000e-04, eta: 1:53:47, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8258, loss_cls: 1.5557, loss: 1.5557, grad_norm: 4.8428 2021-01-31 04:14:45,130 - mmaction - INFO - Epoch [97][980/3757] lr: 1.000e-04, eta: 1:53:37, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.5946, loss: 1.5946, grad_norm: 4.7795 2021-01-31 04:14:50,432 - mmaction - INFO - Epoch [97][1000/3757] lr: 1.000e-04, eta: 1:53:27, time: 0.265, data_time: 0.003, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.7251, loss: 1.7251, grad_norm: 4.9950 2021-01-31 04:14:56,482 - mmaction - INFO - Epoch [97][1020/3757] lr: 1.000e-04, eta: 1:53:17, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8344, loss_cls: 1.5538, loss: 1.5538, grad_norm: 4.7733 2021-01-31 04:15:02,059 - mmaction - INFO - Epoch [97][1040/3757] lr: 1.000e-04, eta: 1:53:08, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.7048, loss: 1.7048, grad_norm: 4.8724 2021-01-31 04:15:07,948 - mmaction - INFO - Epoch [97][1060/3757] lr: 1.000e-04, eta: 1:52:58, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5766, top5_acc: 0.8086, loss_cls: 1.7118, loss: 1.7118, grad_norm: 4.8716 2021-01-31 04:15:13,380 - mmaction - INFO - Epoch [97][1080/3757] lr: 1.000e-04, eta: 1:52:48, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6375, top5_acc: 0.8352, loss_cls: 1.5194, loss: 1.5194, grad_norm: 4.8220 2021-01-31 04:15:19,150 - mmaction - INFO - Epoch [97][1100/3757] lr: 1.000e-04, eta: 1:52:38, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6367, loss: 1.6367, grad_norm: 4.7939 2021-01-31 04:15:25,342 - mmaction - INFO - Epoch [97][1120/3757] lr: 1.000e-04, eta: 1:52:28, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6523, loss: 1.6523, grad_norm: 4.9748 2021-01-31 04:15:31,132 - mmaction - INFO - Epoch [97][1140/3757] lr: 1.000e-04, eta: 1:52:18, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.7977, loss_cls: 1.7159, loss: 1.7159, grad_norm: 4.9956 2021-01-31 04:15:36,789 - mmaction - INFO - Epoch [97][1160/3757] lr: 1.000e-04, eta: 1:52:08, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6697, loss: 1.6697, grad_norm: 4.8832 2021-01-31 04:15:42,072 - mmaction - INFO - Epoch [97][1180/3757] lr: 1.000e-04, eta: 1:51:59, time: 0.264, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8266, loss_cls: 1.6119, loss: 1.6119, grad_norm: 4.8336 2021-01-31 04:15:48,077 - mmaction - INFO - Epoch [97][1200/3757] lr: 1.000e-04, eta: 1:51:49, time: 0.301, data_time: 0.003, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.6042, loss: 1.6042, grad_norm: 4.9174 2021-01-31 04:15:53,842 - mmaction - INFO - Epoch [97][1220/3757] lr: 1.000e-04, eta: 1:51:39, time: 0.288, data_time: 0.000, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8133, loss_cls: 1.6153, loss: 1.6153, grad_norm: 4.7875 2021-01-31 04:15:59,642 - mmaction - INFO - Epoch [97][1240/3757] lr: 1.000e-04, eta: 1:51:29, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.6078, top5_acc: 0.7953, loss_cls: 1.6818, loss: 1.6818, grad_norm: 4.8587 2021-01-31 04:16:05,699 - mmaction - INFO - Epoch [97][1260/3757] lr: 1.000e-04, eta: 1:51:19, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.6573, loss: 1.6573, grad_norm: 4.8950 2021-01-31 04:16:11,271 - mmaction - INFO - Epoch [97][1280/3757] lr: 1.000e-04, eta: 1:51:09, time: 0.279, data_time: 0.006, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8203, loss_cls: 1.6405, loss: 1.6405, grad_norm: 4.8845 2021-01-31 04:16:17,306 - mmaction - INFO - Epoch [97][1300/3757] lr: 1.000e-04, eta: 1:50:59, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8117, loss_cls: 1.5563, loss: 1.5563, grad_norm: 4.8335 2021-01-31 04:16:22,947 - mmaction - INFO - Epoch [97][1320/3757] lr: 1.000e-04, eta: 1:50:50, time: 0.282, data_time: 0.004, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6987, loss: 1.6987, grad_norm: 4.9051 2021-01-31 04:16:28,605 - mmaction - INFO - Epoch [97][1340/3757] lr: 1.000e-04, eta: 1:50:40, time: 0.283, data_time: 0.000, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8141, loss_cls: 1.6544, loss: 1.6544, grad_norm: 4.8735 2021-01-31 04:16:34,060 - mmaction - INFO - Epoch [97][1360/3757] lr: 1.000e-04, eta: 1:50:30, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8203, loss_cls: 1.6616, loss: 1.6616, grad_norm: 5.0731 2021-01-31 04:16:39,759 - mmaction - INFO - Epoch [97][1380/3757] lr: 1.000e-04, eta: 1:50:20, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8250, loss_cls: 1.6293, loss: 1.6293, grad_norm: 4.8465 2021-01-31 04:16:46,726 - mmaction - INFO - Epoch [97][1400/3757] lr: 1.000e-04, eta: 1:50:10, time: 0.349, data_time: 0.002, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5747, loss: 1.5747, grad_norm: 4.7463 2021-01-31 04:16:52,081 - mmaction - INFO - Epoch [97][1420/3757] lr: 1.000e-04, eta: 1:50:00, time: 0.267, data_time: 0.001, memory: 3385, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4824, loss: 1.4824, grad_norm: 4.6501 2021-01-31 04:16:57,622 - mmaction - INFO - Epoch [97][1440/3757] lr: 1.000e-04, eta: 1:49:51, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.6708, loss: 1.6708, grad_norm: 5.0202 2021-01-31 04:17:03,955 - mmaction - INFO - Epoch [97][1460/3757] lr: 1.000e-04, eta: 1:49:41, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8258, loss_cls: 1.6166, loss: 1.6166, grad_norm: 4.9119 2021-01-31 04:17:09,571 - mmaction - INFO - Epoch [97][1480/3757] lr: 1.000e-04, eta: 1:49:31, time: 0.281, data_time: 0.003, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.7033, loss: 1.7033, grad_norm: 5.0457 2021-01-31 04:17:15,548 - mmaction - INFO - Epoch [97][1500/3757] lr: 1.000e-04, eta: 1:49:21, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8148, loss_cls: 1.6865, loss: 1.6865, grad_norm: 5.0042 2021-01-31 04:17:22,181 - mmaction - INFO - Epoch [97][1520/3757] lr: 1.000e-04, eta: 1:49:11, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8445, loss_cls: 1.5505, loss: 1.5505, grad_norm: 4.8797 2021-01-31 04:17:28,237 - mmaction - INFO - Epoch [97][1540/3757] lr: 1.000e-04, eta: 1:49:01, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.7178, loss: 1.7178, grad_norm: 4.9584 2021-01-31 04:17:34,199 - mmaction - INFO - Epoch [97][1560/3757] lr: 1.000e-04, eta: 1:48:52, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8078, loss_cls: 1.6418, loss: 1.6418, grad_norm: 4.7891 2021-01-31 04:17:40,270 - mmaction - INFO - Epoch [97][1580/3757] lr: 1.000e-04, eta: 1:48:42, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8187, loss_cls: 1.6582, loss: 1.6582, grad_norm: 4.9255 2021-01-31 04:17:46,063 - mmaction - INFO - Epoch [97][1600/3757] lr: 1.000e-04, eta: 1:48:32, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.5185, loss: 1.5185, grad_norm: 4.8073 2021-01-31 04:17:51,703 - mmaction - INFO - Epoch [97][1620/3757] lr: 1.000e-04, eta: 1:48:22, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8086, loss_cls: 1.6883, loss: 1.6883, grad_norm: 4.8427 2021-01-31 04:17:57,874 - mmaction - INFO - Epoch [97][1640/3757] lr: 1.000e-04, eta: 1:48:12, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8227, loss_cls: 1.6132, loss: 1.6132, grad_norm: 4.8827 2021-01-31 04:18:04,163 - mmaction - INFO - Epoch [97][1660/3757] lr: 1.000e-04, eta: 1:48:02, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8359, loss_cls: 1.6048, loss: 1.6048, grad_norm: 4.8686 2021-01-31 04:18:09,840 - mmaction - INFO - Epoch [97][1680/3757] lr: 1.000e-04, eta: 1:47:52, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.6781, loss: 1.6781, grad_norm: 5.0026 2021-01-31 04:18:16,382 - mmaction - INFO - Epoch [97][1700/3757] lr: 1.000e-04, eta: 1:47:43, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.6582, loss: 1.6582, grad_norm: 4.8455 2021-01-31 04:18:22,593 - mmaction - INFO - Epoch [97][1720/3757] lr: 1.000e-04, eta: 1:47:33, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8258, loss_cls: 1.5840, loss: 1.5840, grad_norm: 4.7015 2021-01-31 04:18:28,758 - mmaction - INFO - Epoch [97][1740/3757] lr: 1.000e-04, eta: 1:47:23, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8352, loss_cls: 1.6239, loss: 1.6239, grad_norm: 4.9118 2021-01-31 04:18:34,527 - mmaction - INFO - Epoch [97][1760/3757] lr: 1.000e-04, eta: 1:47:13, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.5767, loss: 1.5767, grad_norm: 4.7658 2021-01-31 04:18:40,903 - mmaction - INFO - Epoch [97][1780/3757] lr: 1.000e-04, eta: 1:47:03, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8078, loss_cls: 1.6306, loss: 1.6306, grad_norm: 4.7936 2021-01-31 04:18:46,573 - mmaction - INFO - Epoch [97][1800/3757] lr: 1.000e-04, eta: 1:46:53, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8156, loss_cls: 1.6427, loss: 1.6427, grad_norm: 4.8983 2021-01-31 04:18:52,469 - mmaction - INFO - Epoch [97][1820/3757] lr: 1.000e-04, eta: 1:46:44, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8195, loss_cls: 1.6157, loss: 1.6157, grad_norm: 4.8305 2021-01-31 04:18:57,867 - mmaction - INFO - Epoch [97][1840/3757] lr: 1.000e-04, eta: 1:46:34, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8070, loss_cls: 1.7199, loss: 1.7199, grad_norm: 4.9196 2021-01-31 04:19:03,967 - mmaction - INFO - Epoch [97][1860/3757] lr: 1.000e-04, eta: 1:46:24, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.6767, loss: 1.6767, grad_norm: 4.8870 2021-01-31 04:19:10,257 - mmaction - INFO - Epoch [97][1880/3757] lr: 1.000e-04, eta: 1:46:14, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6289, loss: 1.6289, grad_norm: 4.8550 2021-01-31 04:19:15,470 - mmaction - INFO - Epoch [97][1900/3757] lr: 1.000e-04, eta: 1:46:04, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8258, loss_cls: 1.6050, loss: 1.6050, grad_norm: 4.9051 2021-01-31 04:19:21,319 - mmaction - INFO - Epoch [97][1920/3757] lr: 1.000e-04, eta: 1:45:54, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8195, loss_cls: 1.6896, loss: 1.6896, grad_norm: 4.9725 2021-01-31 04:19:27,622 - mmaction - INFO - Epoch [97][1940/3757] lr: 1.000e-04, eta: 1:45:45, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.6144, loss: 1.6144, grad_norm: 4.9518 2021-01-31 04:19:33,310 - mmaction - INFO - Epoch [97][1960/3757] lr: 1.000e-04, eta: 1:45:35, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.6679, loss: 1.6679, grad_norm: 4.9189 2021-01-31 04:19:39,033 - mmaction - INFO - Epoch [97][1980/3757] lr: 1.000e-04, eta: 1:45:25, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.5773, loss: 1.5773, grad_norm: 4.6859 2021-01-31 04:19:44,905 - mmaction - INFO - Epoch [97][2000/3757] lr: 1.000e-04, eta: 1:45:15, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8234, loss_cls: 1.6369, loss: 1.6369, grad_norm: 4.9821 2021-01-31 04:19:50,918 - mmaction - INFO - Epoch [97][2020/3757] lr: 1.000e-04, eta: 1:45:05, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8109, loss_cls: 1.7011, loss: 1.7011, grad_norm: 4.9878 2021-01-31 04:19:56,777 - mmaction - INFO - Epoch [97][2040/3757] lr: 1.000e-04, eta: 1:44:55, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6105, loss: 1.6105, grad_norm: 4.8414 2021-01-31 04:20:03,075 - mmaction - INFO - Epoch [97][2060/3757] lr: 1.000e-04, eta: 1:44:46, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8047, loss_cls: 1.7021, loss: 1.7021, grad_norm: 4.8937 2021-01-31 04:20:09,251 - mmaction - INFO - Epoch [97][2080/3757] lr: 1.000e-04, eta: 1:44:36, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8141, loss_cls: 1.6105, loss: 1.6105, grad_norm: 4.8015 2021-01-31 04:20:15,108 - mmaction - INFO - Epoch [97][2100/3757] lr: 1.000e-04, eta: 1:44:26, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8172, loss_cls: 1.6538, loss: 1.6538, grad_norm: 4.7495 2021-01-31 04:20:21,339 - mmaction - INFO - Epoch [97][2120/3757] lr: 1.000e-04, eta: 1:44:16, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8250, loss_cls: 1.6269, loss: 1.6269, grad_norm: 4.9219 2021-01-31 04:20:27,364 - mmaction - INFO - Epoch [97][2140/3757] lr: 1.000e-04, eta: 1:44:06, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.5780, loss: 1.5780, grad_norm: 4.7919 2021-01-31 04:20:33,474 - mmaction - INFO - Epoch [97][2160/3757] lr: 1.000e-04, eta: 1:43:57, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8281, loss_cls: 1.5874, loss: 1.5874, grad_norm: 4.7362 2021-01-31 04:20:38,922 - mmaction - INFO - Epoch [97][2180/3757] lr: 1.000e-04, eta: 1:43:47, time: 0.273, data_time: 0.003, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8281, loss_cls: 1.5914, loss: 1.5914, grad_norm: 4.8624 2021-01-31 04:20:44,731 - mmaction - INFO - Epoch [97][2200/3757] lr: 1.000e-04, eta: 1:43:37, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7922, loss_cls: 1.7656, loss: 1.7656, grad_norm: 4.9273 2021-01-31 04:20:50,245 - mmaction - INFO - Epoch [97][2220/3757] lr: 1.000e-04, eta: 1:43:27, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8164, loss_cls: 1.6343, loss: 1.6343, grad_norm: 4.8361 2021-01-31 04:20:56,608 - mmaction - INFO - Epoch [97][2240/3757] lr: 1.000e-04, eta: 1:43:17, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6218, loss: 1.6218, grad_norm: 4.8264 2021-01-31 04:21:03,000 - mmaction - INFO - Epoch [97][2260/3757] lr: 1.000e-04, eta: 1:43:07, time: 0.320, data_time: 0.005, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8242, loss_cls: 1.6165, loss: 1.6165, grad_norm: 4.7575 2021-01-31 04:21:08,237 - mmaction - INFO - Epoch [97][2280/3757] lr: 1.000e-04, eta: 1:42:58, time: 0.262, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.5829, loss: 1.5829, grad_norm: 4.8111 2021-01-31 04:21:15,045 - mmaction - INFO - Epoch [97][2300/3757] lr: 1.000e-04, eta: 1:42:48, time: 0.341, data_time: 0.004, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8320, loss_cls: 1.6118, loss: 1.6118, grad_norm: 4.8621 2021-01-31 04:21:20,794 - mmaction - INFO - Epoch [97][2320/3757] lr: 1.000e-04, eta: 1:42:38, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.6990, loss: 1.6990, grad_norm: 4.9595 2021-01-31 04:21:26,436 - mmaction - INFO - Epoch [97][2340/3757] lr: 1.000e-04, eta: 1:42:28, time: 0.282, data_time: 0.005, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8289, loss_cls: 1.6673, loss: 1.6673, grad_norm: 4.9052 2021-01-31 04:21:31,862 - mmaction - INFO - Epoch [97][2360/3757] lr: 1.000e-04, eta: 1:42:18, time: 0.271, data_time: 0.001, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8398, loss_cls: 1.5010, loss: 1.5010, grad_norm: 4.7592 2021-01-31 04:21:37,233 - mmaction - INFO - Epoch [97][2380/3757] lr: 1.000e-04, eta: 1:42:08, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.6337, loss: 1.6337, grad_norm: 4.7477 2021-01-31 04:21:43,755 - mmaction - INFO - Epoch [97][2400/3757] lr: 1.000e-04, eta: 1:41:59, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8156, loss_cls: 1.5897, loss: 1.5897, grad_norm: 4.7470 2021-01-31 04:21:50,747 - mmaction - INFO - Epoch [97][2420/3757] lr: 1.000e-04, eta: 1:41:49, time: 0.349, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8094, loss_cls: 1.6328, loss: 1.6328, grad_norm: 4.8235 2021-01-31 04:21:56,750 - mmaction - INFO - Epoch [97][2440/3757] lr: 1.000e-04, eta: 1:41:39, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8109, loss_cls: 1.6773, loss: 1.6773, grad_norm: 4.9739 2021-01-31 04:22:02,939 - mmaction - INFO - Epoch [97][2460/3757] lr: 1.000e-04, eta: 1:41:29, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8305, loss_cls: 1.5900, loss: 1.5900, grad_norm: 4.8518 2021-01-31 04:22:09,123 - mmaction - INFO - Epoch [97][2480/3757] lr: 1.000e-04, eta: 1:41:19, time: 0.309, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8195, loss_cls: 1.6689, loss: 1.6689, grad_norm: 4.8620 2021-01-31 04:22:15,672 - mmaction - INFO - Epoch [97][2500/3757] lr: 1.000e-04, eta: 1:41:10, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8180, loss_cls: 1.6111, loss: 1.6111, grad_norm: 4.8121 2021-01-31 04:22:21,712 - mmaction - INFO - Epoch [97][2520/3757] lr: 1.000e-04, eta: 1:41:00, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6204, loss: 1.6204, grad_norm: 4.8521 2021-01-31 04:22:27,230 - mmaction - INFO - Epoch [97][2540/3757] lr: 1.000e-04, eta: 1:40:50, time: 0.276, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8156, loss_cls: 1.6308, loss: 1.6308, grad_norm: 4.8480 2021-01-31 04:22:33,230 - mmaction - INFO - Epoch [97][2560/3757] lr: 1.000e-04, eta: 1:40:40, time: 0.300, data_time: 0.003, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8187, loss_cls: 1.6699, loss: 1.6699, grad_norm: 4.8771 2021-01-31 04:22:39,308 - mmaction - INFO - Epoch [97][2580/3757] lr: 1.000e-04, eta: 1:40:30, time: 0.304, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8273, loss_cls: 1.6293, loss: 1.6293, grad_norm: 4.9220 2021-01-31 04:22:44,977 - mmaction - INFO - Epoch [97][2600/3757] lr: 1.000e-04, eta: 1:40:20, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8289, loss_cls: 1.5911, loss: 1.5911, grad_norm: 4.8149 2021-01-31 04:22:50,566 - mmaction - INFO - Epoch [97][2620/3757] lr: 1.000e-04, eta: 1:40:11, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6062, loss: 1.6062, grad_norm: 4.7835 2021-01-31 04:22:56,686 - mmaction - INFO - Epoch [97][2640/3757] lr: 1.000e-04, eta: 1:40:01, time: 0.306, data_time: 0.006, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5540, loss: 1.5540, grad_norm: 4.8236 2021-01-31 04:23:03,001 - mmaction - INFO - Epoch [97][2660/3757] lr: 1.000e-04, eta: 1:39:51, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.6794, loss: 1.6794, grad_norm: 5.0590 2021-01-31 04:23:09,351 - mmaction - INFO - Epoch [97][2680/3757] lr: 1.000e-04, eta: 1:39:41, time: 0.317, data_time: 0.003, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6280, loss: 1.6280, grad_norm: 4.8891 2021-01-31 04:23:15,355 - mmaction - INFO - Epoch [97][2700/3757] lr: 1.000e-04, eta: 1:39:31, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8359, loss_cls: 1.6169, loss: 1.6169, grad_norm: 4.9824 2021-01-31 04:23:21,022 - mmaction - INFO - Epoch [97][2720/3757] lr: 1.000e-04, eta: 1:39:22, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8281, loss_cls: 1.6108, loss: 1.6108, grad_norm: 4.8777 2021-01-31 04:23:26,764 - mmaction - INFO - Epoch [97][2740/3757] lr: 1.000e-04, eta: 1:39:12, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8102, loss_cls: 1.5993, loss: 1.5993, grad_norm: 4.8795 2021-01-31 04:23:32,724 - mmaction - INFO - Epoch [97][2760/3757] lr: 1.000e-04, eta: 1:39:02, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5797, top5_acc: 0.8266, loss_cls: 1.6817, loss: 1.6817, grad_norm: 5.0648 2021-01-31 04:23:39,176 - mmaction - INFO - Epoch [97][2780/3757] lr: 1.000e-04, eta: 1:38:52, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.5679, loss: 1.5679, grad_norm: 4.8993 2021-01-31 04:23:45,039 - mmaction - INFO - Epoch [97][2800/3757] lr: 1.000e-04, eta: 1:38:42, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8148, loss_cls: 1.6181, loss: 1.6181, grad_norm: 4.9349 2021-01-31 04:23:50,991 - mmaction - INFO - Epoch [97][2820/3757] lr: 1.000e-04, eta: 1:38:33, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8211, loss_cls: 1.6161, loss: 1.6161, grad_norm: 4.8509 2021-01-31 04:23:57,815 - mmaction - INFO - Epoch [97][2840/3757] lr: 1.000e-04, eta: 1:38:23, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.5507, loss: 1.5507, grad_norm: 4.7673 2021-01-31 04:24:03,465 - mmaction - INFO - Epoch [97][2860/3757] lr: 1.000e-04, eta: 1:38:13, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.6556, loss: 1.6556, grad_norm: 4.9476 2021-01-31 04:24:10,114 - mmaction - INFO - Epoch [97][2880/3757] lr: 1.000e-04, eta: 1:38:03, time: 0.332, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8352, loss_cls: 1.5638, loss: 1.5638, grad_norm: 4.8206 2021-01-31 04:24:16,266 - mmaction - INFO - Epoch [97][2900/3757] lr: 1.000e-04, eta: 1:37:53, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.6273, loss: 1.6273, grad_norm: 4.9560 2021-01-31 04:24:21,969 - mmaction - INFO - Epoch [97][2920/3757] lr: 1.000e-04, eta: 1:37:44, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8180, loss_cls: 1.6417, loss: 1.6417, grad_norm: 4.9077 2021-01-31 04:24:27,768 - mmaction - INFO - Epoch [97][2940/3757] lr: 1.000e-04, eta: 1:37:34, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8320, loss_cls: 1.5792, loss: 1.5792, grad_norm: 4.8383 2021-01-31 04:24:33,618 - mmaction - INFO - Epoch [97][2960/3757] lr: 1.000e-04, eta: 1:37:24, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8266, loss_cls: 1.6471, loss: 1.6471, grad_norm: 4.8783 2021-01-31 04:24:39,848 - mmaction - INFO - Epoch [97][2980/3757] lr: 1.000e-04, eta: 1:37:14, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8250, loss_cls: 1.6334, loss: 1.6334, grad_norm: 4.9484 2021-01-31 04:24:45,949 - mmaction - INFO - Epoch [97][3000/3757] lr: 1.000e-04, eta: 1:37:04, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8359, loss_cls: 1.5900, loss: 1.5900, grad_norm: 4.9596 2021-01-31 04:24:52,244 - mmaction - INFO - Epoch [97][3020/3757] lr: 1.000e-04, eta: 1:36:54, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8094, loss_cls: 1.6627, loss: 1.6627, grad_norm: 4.9630 2021-01-31 04:24:58,390 - mmaction - INFO - Epoch [97][3040/3757] lr: 1.000e-04, eta: 1:36:45, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8367, loss_cls: 1.5705, loss: 1.5705, grad_norm: 4.8546 2021-01-31 04:25:04,603 - mmaction - INFO - Epoch [97][3060/3757] lr: 1.000e-04, eta: 1:36:35, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.5121, loss: 1.5121, grad_norm: 4.6260 2021-01-31 04:25:10,166 - mmaction - INFO - Epoch [97][3080/3757] lr: 1.000e-04, eta: 1:36:25, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.5872, loss: 1.5872, grad_norm: 4.8208 2021-01-31 04:25:16,668 - mmaction - INFO - Epoch [97][3100/3757] lr: 1.000e-04, eta: 1:36:15, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8367, loss_cls: 1.5521, loss: 1.5521, grad_norm: 4.8765 2021-01-31 04:25:22,536 - mmaction - INFO - Epoch [97][3120/3757] lr: 1.000e-04, eta: 1:36:05, time: 0.293, data_time: 0.004, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.7016, loss: 1.7016, grad_norm: 5.0045 2021-01-31 04:25:28,253 - mmaction - INFO - Epoch [97][3140/3757] lr: 1.000e-04, eta: 1:35:56, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8195, loss_cls: 1.6695, loss: 1.6695, grad_norm: 5.0329 2021-01-31 04:25:33,797 - mmaction - INFO - Epoch [97][3160/3757] lr: 1.000e-04, eta: 1:35:46, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.6113, loss: 1.6113, grad_norm: 4.8544 2021-01-31 04:25:40,073 - mmaction - INFO - Epoch [97][3180/3757] lr: 1.000e-04, eta: 1:35:36, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8156, loss_cls: 1.6681, loss: 1.6681, grad_norm: 4.9413 2021-01-31 04:25:46,426 - mmaction - INFO - Epoch [97][3200/3757] lr: 1.000e-04, eta: 1:35:26, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8195, loss_cls: 1.6535, loss: 1.6535, grad_norm: 5.0766 2021-01-31 04:25:52,302 - mmaction - INFO - Epoch [97][3220/3757] lr: 1.000e-04, eta: 1:35:16, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.6795, loss: 1.6795, grad_norm: 4.9423 2021-01-31 04:25:57,834 - mmaction - INFO - Epoch [97][3240/3757] lr: 1.000e-04, eta: 1:35:07, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7914, loss_cls: 1.7159, loss: 1.7159, grad_norm: 4.9591 2021-01-31 04:26:04,202 - mmaction - INFO - Epoch [97][3260/3757] lr: 1.000e-04, eta: 1:34:57, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6422, top5_acc: 0.8406, loss_cls: 1.4741, loss: 1.4741, grad_norm: 4.6906 2021-01-31 04:26:10,136 - mmaction - INFO - Epoch [97][3280/3757] lr: 1.000e-04, eta: 1:34:47, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.6086, loss: 1.6086, grad_norm: 4.7956 2021-01-31 04:26:16,743 - mmaction - INFO - Epoch [97][3300/3757] lr: 1.000e-04, eta: 1:34:37, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7091, loss: 1.7091, grad_norm: 5.0701 2021-01-31 04:26:22,301 - mmaction - INFO - Epoch [97][3320/3757] lr: 1.000e-04, eta: 1:34:27, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.7126, loss: 1.7126, grad_norm: 5.0442 2021-01-31 04:26:28,946 - mmaction - INFO - Epoch [97][3340/3757] lr: 1.000e-04, eta: 1:34:18, time: 0.333, data_time: 0.003, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.6288, loss: 1.6288, grad_norm: 4.9045 2021-01-31 04:26:35,122 - mmaction - INFO - Epoch [97][3360/3757] lr: 1.000e-04, eta: 1:34:08, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.5650, loss: 1.5650, grad_norm: 4.8092 2021-01-31 04:26:41,228 - mmaction - INFO - Epoch [97][3380/3757] lr: 1.000e-04, eta: 1:33:58, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.5963, loss: 1.5963, grad_norm: 4.8400 2021-01-31 04:26:47,437 - mmaction - INFO - Epoch [97][3400/3757] lr: 1.000e-04, eta: 1:33:48, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8453, loss_cls: 1.5367, loss: 1.5367, grad_norm: 4.7888 2021-01-31 04:26:53,603 - mmaction - INFO - Epoch [97][3420/3757] lr: 1.000e-04, eta: 1:33:38, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8133, loss_cls: 1.7140, loss: 1.7140, grad_norm: 4.9952 2021-01-31 04:26:59,685 - mmaction - INFO - Epoch [97][3440/3757] lr: 1.000e-04, eta: 1:33:29, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5345, loss: 1.5345, grad_norm: 4.7747 2021-01-31 04:27:06,147 - mmaction - INFO - Epoch [97][3460/3757] lr: 1.000e-04, eta: 1:33:19, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8266, loss_cls: 1.5962, loss: 1.5962, grad_norm: 4.9117 2021-01-31 04:27:12,260 - mmaction - INFO - Epoch [97][3480/3757] lr: 1.000e-04, eta: 1:33:09, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8164, loss_cls: 1.6750, loss: 1.6750, grad_norm: 4.8958 2021-01-31 04:27:18,171 - mmaction - INFO - Epoch [97][3500/3757] lr: 1.000e-04, eta: 1:32:59, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8367, loss_cls: 1.5437, loss: 1.5437, grad_norm: 4.7490 2021-01-31 04:27:24,576 - mmaction - INFO - Epoch [97][3520/3757] lr: 1.000e-04, eta: 1:32:50, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8398, loss_cls: 1.5419, loss: 1.5419, grad_norm: 4.7948 2021-01-31 04:27:30,571 - mmaction - INFO - Epoch [97][3540/3757] lr: 1.000e-04, eta: 1:32:40, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8453, loss_cls: 1.5430, loss: 1.5430, grad_norm: 4.8136 2021-01-31 04:27:36,344 - mmaction - INFO - Epoch [97][3560/3757] lr: 1.000e-04, eta: 1:32:30, time: 0.289, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7223, loss: 1.7223, grad_norm: 4.9628 2021-01-31 04:27:42,049 - mmaction - INFO - Epoch [97][3580/3757] lr: 1.000e-04, eta: 1:32:20, time: 0.285, data_time: 0.004, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6406, loss: 1.6406, grad_norm: 4.9807 2021-01-31 04:27:47,585 - mmaction - INFO - Epoch [97][3600/3757] lr: 1.000e-04, eta: 1:32:10, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.6033, loss: 1.6033, grad_norm: 4.8916 2021-01-31 04:27:54,149 - mmaction - INFO - Epoch [97][3620/3757] lr: 1.000e-04, eta: 1:32:01, time: 0.328, data_time: 0.003, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8250, loss_cls: 1.6024, loss: 1.6024, grad_norm: 4.8403 2021-01-31 04:28:00,352 - mmaction - INFO - Epoch [97][3640/3757] lr: 1.000e-04, eta: 1:31:51, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.6111, loss: 1.6111, grad_norm: 4.9446 2021-01-31 04:28:05,768 - mmaction - INFO - Epoch [97][3660/3757] lr: 1.000e-04, eta: 1:31:41, time: 0.271, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.6387, loss: 1.6387, grad_norm: 4.8311 2021-01-31 04:28:11,145 - mmaction - INFO - Epoch [97][3680/3757] lr: 1.000e-04, eta: 1:31:31, time: 0.269, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8102, loss_cls: 1.6829, loss: 1.6829, grad_norm: 5.0112 2021-01-31 04:28:17,008 - mmaction - INFO - Epoch [97][3700/3757] lr: 1.000e-04, eta: 1:31:21, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.6468, loss: 1.6468, grad_norm: 4.9225 2021-01-31 04:28:22,225 - mmaction - INFO - Epoch [97][3720/3757] lr: 1.000e-04, eta: 1:31:11, time: 0.260, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8141, loss_cls: 1.6254, loss: 1.6254, grad_norm: 4.8764 2021-01-31 04:28:28,381 - mmaction - INFO - Epoch [97][3740/3757] lr: 1.000e-04, eta: 1:31:02, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8086, loss_cls: 1.6900, loss: 1.6900, grad_norm: 5.0528 2021-01-31 04:28:45,285 - mmaction - INFO - Saving checkpoint at 97 epochs 2021-01-31 04:38:59,592 - mmaction - INFO - Epoch [98][20/3757] lr: 1.000e-04, eta: 1:31:02, time: 30.698, data_time: 30.356, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8203, loss_cls: 1.5940, loss: 1.5940, grad_norm: 4.8762 2021-01-31 04:39:03,883 - mmaction - INFO - Epoch [98][40/3757] lr: 1.000e-04, eta: 1:30:52, time: 0.222, data_time: 0.010, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.6529, loss: 1.6529, grad_norm: 4.9690 2021-01-31 04:39:08,208 - mmaction - INFO - Epoch [98][60/3757] lr: 1.000e-04, eta: 1:30:42, time: 0.216, data_time: 0.003, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8180, loss_cls: 1.6146, loss: 1.6146, grad_norm: 4.9035 2021-01-31 04:39:12,539 - mmaction - INFO - Epoch [98][80/3757] lr: 1.000e-04, eta: 1:30:33, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8086, loss_cls: 1.6501, loss: 1.6501, grad_norm: 4.8056 2021-01-31 04:39:16,871 - mmaction - INFO - Epoch [98][100/3757] lr: 1.000e-04, eta: 1:30:23, time: 0.217, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8195, loss_cls: 1.6494, loss: 1.6494, grad_norm: 4.9149 2021-01-31 04:39:21,106 - mmaction - INFO - Epoch [98][120/3757] lr: 1.000e-04, eta: 1:30:13, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8203, loss_cls: 1.6331, loss: 1.6331, grad_norm: 4.8275 2021-01-31 04:39:25,326 - mmaction - INFO - Epoch [98][140/3757] lr: 1.000e-04, eta: 1:30:03, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8258, loss_cls: 1.5698, loss: 1.5698, grad_norm: 4.9829 2021-01-31 04:39:29,557 - mmaction - INFO - Epoch [98][160/3757] lr: 1.000e-04, eta: 1:29:53, time: 0.211, data_time: 0.003, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6254, loss: 1.6254, grad_norm: 4.9208 2021-01-31 04:39:33,774 - mmaction - INFO - Epoch [98][180/3757] lr: 1.000e-04, eta: 1:29:43, time: 0.211, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.7977, loss_cls: 1.7399, loss: 1.7399, grad_norm: 5.0124 2021-01-31 04:39:38,011 - mmaction - INFO - Epoch [98][200/3757] lr: 1.000e-04, eta: 1:29:33, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8125, loss_cls: 1.6502, loss: 1.6502, grad_norm: 4.9641 2021-01-31 04:39:42,193 - mmaction - INFO - Epoch [98][220/3757] lr: 1.000e-04, eta: 1:29:23, time: 0.209, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8203, loss_cls: 1.5987, loss: 1.5987, grad_norm: 4.8408 2021-01-31 04:39:46,447 - mmaction - INFO - Epoch [98][240/3757] lr: 1.000e-04, eta: 1:29:14, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8242, loss_cls: 1.6393, loss: 1.6393, grad_norm: 4.9272 2021-01-31 04:39:50,723 - mmaction - INFO - Epoch [98][260/3757] lr: 1.000e-04, eta: 1:29:04, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8156, loss_cls: 1.5640, loss: 1.5640, grad_norm: 4.7515 2021-01-31 04:39:55,010 - mmaction - INFO - Epoch [98][280/3757] lr: 1.000e-04, eta: 1:28:54, time: 0.214, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.6364, loss: 1.6364, grad_norm: 4.8378 2021-01-31 04:39:59,297 - mmaction - INFO - Epoch [98][300/3757] lr: 1.000e-04, eta: 1:28:44, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8383, loss_cls: 1.5682, loss: 1.5682, grad_norm: 4.8934 2021-01-31 04:40:03,580 - mmaction - INFO - Epoch [98][320/3757] lr: 1.000e-04, eta: 1:28:34, time: 0.214, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8023, loss_cls: 1.7048, loss: 1.7048, grad_norm: 4.9332 2021-01-31 04:40:08,052 - mmaction - INFO - Epoch [98][340/3757] lr: 1.000e-04, eta: 1:28:24, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.5742, top5_acc: 0.8195, loss_cls: 1.7225, loss: 1.7225, grad_norm: 5.1420 2021-01-31 04:40:12,454 - mmaction - INFO - Epoch [98][360/3757] lr: 1.000e-04, eta: 1:28:14, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8102, loss_cls: 1.6620, loss: 1.6620, grad_norm: 4.9314 2021-01-31 04:40:16,833 - mmaction - INFO - Epoch [98][380/3757] lr: 1.000e-04, eta: 1:28:05, time: 0.219, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.5975, loss: 1.5975, grad_norm: 4.8205 2021-01-31 04:40:21,345 - mmaction - INFO - Epoch [98][400/3757] lr: 1.000e-04, eta: 1:27:55, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8273, loss_cls: 1.6243, loss: 1.6243, grad_norm: 4.9052 2021-01-31 04:40:25,689 - mmaction - INFO - Epoch [98][420/3757] lr: 1.000e-04, eta: 1:27:45, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8281, loss_cls: 1.5544, loss: 1.5544, grad_norm: 4.7223 2021-01-31 04:40:30,159 - mmaction - INFO - Epoch [98][440/3757] lr: 1.000e-04, eta: 1:27:35, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8242, loss_cls: 1.6075, loss: 1.6075, grad_norm: 4.8016 2021-01-31 04:40:34,678 - mmaction - INFO - Epoch [98][460/3757] lr: 1.000e-04, eta: 1:27:25, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8055, loss_cls: 1.6418, loss: 1.6418, grad_norm: 4.9044 2021-01-31 04:40:39,154 - mmaction - INFO - Epoch [98][480/3757] lr: 1.000e-04, eta: 1:27:15, time: 0.224, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5518, loss: 1.5518, grad_norm: 4.8010 2021-01-31 04:40:43,968 - mmaction - INFO - Epoch [98][500/3757] lr: 1.000e-04, eta: 1:27:05, time: 0.241, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8094, loss_cls: 1.6388, loss: 1.6388, grad_norm: 4.8788 2021-01-31 04:40:48,563 - mmaction - INFO - Epoch [98][520/3757] lr: 1.000e-04, eta: 1:26:56, time: 0.230, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8109, loss_cls: 1.6560, loss: 1.6560, grad_norm: 4.7865 2021-01-31 04:40:53,124 - mmaction - INFO - Epoch [98][540/3757] lr: 1.000e-04, eta: 1:26:46, time: 0.228, data_time: 0.002, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8172, loss_cls: 1.6612, loss: 1.6612, grad_norm: 4.9225 2021-01-31 04:40:58,728 - mmaction - INFO - Epoch [98][560/3757] lr: 1.000e-04, eta: 1:26:36, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8250, loss_cls: 1.6506, loss: 1.6506, grad_norm: 4.8879 2021-01-31 04:41:03,232 - mmaction - INFO - Epoch [98][580/3757] lr: 1.000e-04, eta: 1:26:26, time: 0.226, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8227, loss_cls: 1.5788, loss: 1.5788, grad_norm: 4.8047 2021-01-31 04:41:08,721 - mmaction - INFO - Epoch [98][600/3757] lr: 1.000e-04, eta: 1:26:16, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.7031, loss: 1.7031, grad_norm: 5.0502 2021-01-31 04:41:13,707 - mmaction - INFO - Epoch [98][620/3757] lr: 1.000e-04, eta: 1:26:06, time: 0.249, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5701, loss: 1.5701, grad_norm: 4.6802 2021-01-31 04:41:18,877 - mmaction - INFO - Epoch [98][640/3757] lr: 1.000e-04, eta: 1:25:56, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8344, loss_cls: 1.5814, loss: 1.5814, grad_norm: 4.8841 2021-01-31 04:41:24,542 - mmaction - INFO - Epoch [98][660/3757] lr: 1.000e-04, eta: 1:25:47, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8187, loss_cls: 1.6629, loss: 1.6629, grad_norm: 4.9331 2021-01-31 04:41:30,104 - mmaction - INFO - Epoch [98][680/3757] lr: 1.000e-04, eta: 1:25:37, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8094, loss_cls: 1.6727, loss: 1.6727, grad_norm: 4.9452 2021-01-31 04:41:35,324 - mmaction - INFO - Epoch [98][700/3757] lr: 1.000e-04, eta: 1:25:27, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8211, loss_cls: 1.6498, loss: 1.6498, grad_norm: 4.9584 2021-01-31 04:41:41,243 - mmaction - INFO - Epoch [98][720/3757] lr: 1.000e-04, eta: 1:25:17, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6250, loss: 1.6250, grad_norm: 4.8969 2021-01-31 04:41:46,395 - mmaction - INFO - Epoch [98][740/3757] lr: 1.000e-04, eta: 1:25:07, time: 0.257, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8289, loss_cls: 1.6212, loss: 1.6212, grad_norm: 4.9726 2021-01-31 04:41:52,296 - mmaction - INFO - Epoch [98][760/3757] lr: 1.000e-04, eta: 1:24:58, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8258, loss_cls: 1.6233, loss: 1.6233, grad_norm: 4.9437 2021-01-31 04:41:57,220 - mmaction - INFO - Epoch [98][780/3757] lr: 1.000e-04, eta: 1:24:48, time: 0.246, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8055, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.9185 2021-01-31 04:42:02,117 - mmaction - INFO - Epoch [98][800/3757] lr: 1.000e-04, eta: 1:24:38, time: 0.245, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8250, loss_cls: 1.6392, loss: 1.6392, grad_norm: 4.8839 2021-01-31 04:42:07,700 - mmaction - INFO - Epoch [98][820/3757] lr: 1.000e-04, eta: 1:24:28, time: 0.279, data_time: 0.004, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8008, loss_cls: 1.7029, loss: 1.7029, grad_norm: 4.9144 2021-01-31 04:42:13,553 - mmaction - INFO - Epoch [98][840/3757] lr: 1.000e-04, eta: 1:24:18, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6558, loss: 1.6558, grad_norm: 4.8893 2021-01-31 04:42:19,699 - mmaction - INFO - Epoch [98][860/3757] lr: 1.000e-04, eta: 1:24:08, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8187, loss_cls: 1.6132, loss: 1.6132, grad_norm: 4.7931 2021-01-31 04:42:25,524 - mmaction - INFO - Epoch [98][880/3757] lr: 1.000e-04, eta: 1:23:59, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.6221, loss: 1.6221, grad_norm: 4.8240 2021-01-31 04:42:31,335 - mmaction - INFO - Epoch [98][900/3757] lr: 1.000e-04, eta: 1:23:49, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8281, loss_cls: 1.5706, loss: 1.5706, grad_norm: 4.8157 2021-01-31 04:42:36,981 - mmaction - INFO - Epoch [98][920/3757] lr: 1.000e-04, eta: 1:23:39, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.6813, loss: 1.6813, grad_norm: 4.9280 2021-01-31 04:42:43,014 - mmaction - INFO - Epoch [98][940/3757] lr: 1.000e-04, eta: 1:23:29, time: 0.302, data_time: 0.005, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8273, loss_cls: 1.5687, loss: 1.5687, grad_norm: 4.8242 2021-01-31 04:42:48,501 - mmaction - INFO - Epoch [98][960/3757] lr: 1.000e-04, eta: 1:23:19, time: 0.274, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.7006, loss: 1.7006, grad_norm: 4.9463 2021-01-31 04:42:54,071 - mmaction - INFO - Epoch [98][980/3757] lr: 1.000e-04, eta: 1:23:10, time: 0.279, data_time: 0.005, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8117, loss_cls: 1.6589, loss: 1.6589, grad_norm: 4.8498 2021-01-31 04:42:59,828 - mmaction - INFO - Epoch [98][1000/3757] lr: 1.000e-04, eta: 1:23:00, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7138, loss: 1.7138, grad_norm: 4.9305 2021-01-31 04:43:06,392 - mmaction - INFO - Epoch [98][1020/3757] lr: 1.000e-04, eta: 1:22:50, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8125, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.9167 2021-01-31 04:43:11,594 - mmaction - INFO - Epoch [98][1040/3757] lr: 1.000e-04, eta: 1:22:40, time: 0.260, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8383, loss_cls: 1.5412, loss: 1.5412, grad_norm: 4.7682 2021-01-31 04:43:16,916 - mmaction - INFO - Epoch [98][1060/3757] lr: 1.000e-04, eta: 1:22:30, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6398, top5_acc: 0.8273, loss_cls: 1.5853, loss: 1.5853, grad_norm: 4.7372 2021-01-31 04:43:23,176 - mmaction - INFO - Epoch [98][1080/3757] lr: 1.000e-04, eta: 1:22:21, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8148, loss_cls: 1.6015, loss: 1.6015, grad_norm: 4.7779 2021-01-31 04:43:29,149 - mmaction - INFO - Epoch [98][1100/3757] lr: 1.000e-04, eta: 1:22:11, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8289, loss_cls: 1.6054, loss: 1.6054, grad_norm: 4.8802 2021-01-31 04:43:35,410 - mmaction - INFO - Epoch [98][1120/3757] lr: 1.000e-04, eta: 1:22:01, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.6702, loss: 1.6702, grad_norm: 4.8811 2021-01-31 04:43:40,868 - mmaction - INFO - Epoch [98][1140/3757] lr: 1.000e-04, eta: 1:21:51, time: 0.273, data_time: 0.005, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6288, loss: 1.6288, grad_norm: 4.9710 2021-01-31 04:43:47,206 - mmaction - INFO - Epoch [98][1160/3757] lr: 1.000e-04, eta: 1:21:41, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6336, top5_acc: 0.8227, loss_cls: 1.5395, loss: 1.5395, grad_norm: 4.7405 2021-01-31 04:43:53,518 - mmaction - INFO - Epoch [98][1180/3757] lr: 1.000e-04, eta: 1:21:32, time: 0.315, data_time: 0.003, memory: 3385, top1_acc: 0.5867, top5_acc: 0.8172, loss_cls: 1.6611, loss: 1.6611, grad_norm: 4.8831 2021-01-31 04:43:59,092 - mmaction - INFO - Epoch [98][1200/3757] lr: 1.000e-04, eta: 1:21:22, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8203, loss_cls: 1.6746, loss: 1.6746, grad_norm: 4.9041 2021-01-31 04:44:05,743 - mmaction - INFO - Epoch [98][1220/3757] lr: 1.000e-04, eta: 1:21:12, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.6703, loss: 1.6703, grad_norm: 4.8967 2021-01-31 04:44:11,740 - mmaction - INFO - Epoch [98][1240/3757] lr: 1.000e-04, eta: 1:21:02, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8203, loss_cls: 1.6357, loss: 1.6357, grad_norm: 4.7606 2021-01-31 04:44:17,473 - mmaction - INFO - Epoch [98][1260/3757] lr: 1.000e-04, eta: 1:20:52, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.5979, loss: 1.5979, grad_norm: 4.7693 2021-01-31 04:44:23,312 - mmaction - INFO - Epoch [98][1280/3757] lr: 1.000e-04, eta: 1:20:43, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8219, loss_cls: 1.6275, loss: 1.6275, grad_norm: 4.8441 2021-01-31 04:44:28,937 - mmaction - INFO - Epoch [98][1300/3757] lr: 1.000e-04, eta: 1:20:33, time: 0.281, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6202, loss: 1.6202, grad_norm: 4.9050 2021-01-31 04:44:34,925 - mmaction - INFO - Epoch [98][1320/3757] lr: 1.000e-04, eta: 1:20:23, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.6288, loss: 1.6288, grad_norm: 4.8261 2021-01-31 04:44:40,736 - mmaction - INFO - Epoch [98][1340/3757] lr: 1.000e-04, eta: 1:20:13, time: 0.286, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8242, loss_cls: 1.6162, loss: 1.6162, grad_norm: 4.7754 2021-01-31 04:44:46,145 - mmaction - INFO - Epoch [98][1360/3757] lr: 1.000e-04, eta: 1:20:03, time: 0.274, data_time: 0.006, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8352, loss_cls: 1.5943, loss: 1.5943, grad_norm: 4.9152 2021-01-31 04:44:51,727 - mmaction - INFO - Epoch [98][1380/3757] lr: 1.000e-04, eta: 1:19:54, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8477, loss_cls: 1.5445, loss: 1.5445, grad_norm: 4.8792 2021-01-31 04:44:58,174 - mmaction - INFO - Epoch [98][1400/3757] lr: 1.000e-04, eta: 1:19:44, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8219, loss_cls: 1.6004, loss: 1.6004, grad_norm: 4.8431 2021-01-31 04:45:04,319 - mmaction - INFO - Epoch [98][1420/3757] lr: 1.000e-04, eta: 1:19:34, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8219, loss_cls: 1.6879, loss: 1.6879, grad_norm: 4.9389 2021-01-31 04:45:09,996 - mmaction - INFO - Epoch [98][1440/3757] lr: 1.000e-04, eta: 1:19:24, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8391, loss_cls: 1.5443, loss: 1.5443, grad_norm: 4.7890 2021-01-31 04:45:15,676 - mmaction - INFO - Epoch [98][1460/3757] lr: 1.000e-04, eta: 1:19:14, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6403, loss: 1.6403, grad_norm: 4.8029 2021-01-31 04:45:21,559 - mmaction - INFO - Epoch [98][1480/3757] lr: 1.000e-04, eta: 1:19:05, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8422, loss_cls: 1.6098, loss: 1.6098, grad_norm: 4.9446 2021-01-31 04:45:27,308 - mmaction - INFO - Epoch [98][1500/3757] lr: 1.000e-04, eta: 1:18:55, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6367, top5_acc: 0.8273, loss_cls: 1.5566, loss: 1.5566, grad_norm: 4.6454 2021-01-31 04:45:33,491 - mmaction - INFO - Epoch [98][1520/3757] lr: 1.000e-04, eta: 1:18:45, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.6584, loss: 1.6584, grad_norm: 4.8689 2021-01-31 04:45:39,733 - mmaction - INFO - Epoch [98][1540/3757] lr: 1.000e-04, eta: 1:18:35, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8234, loss_cls: 1.5933, loss: 1.5933, grad_norm: 4.9374 2021-01-31 04:45:45,918 - mmaction - INFO - Epoch [98][1560/3757] lr: 1.000e-04, eta: 1:18:25, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8109, loss_cls: 1.7259, loss: 1.7259, grad_norm: 4.9943 2021-01-31 04:45:52,142 - mmaction - INFO - Epoch [98][1580/3757] lr: 1.000e-04, eta: 1:18:16, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8250, loss_cls: 1.5885, loss: 1.5885, grad_norm: 4.7872 2021-01-31 04:45:58,336 - mmaction - INFO - Epoch [98][1600/3757] lr: 1.000e-04, eta: 1:18:06, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8336, loss_cls: 1.5671, loss: 1.5671, grad_norm: 4.8479 2021-01-31 04:46:04,239 - mmaction - INFO - Epoch [98][1620/3757] lr: 1.000e-04, eta: 1:17:56, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8234, loss_cls: 1.6286, loss: 1.6286, grad_norm: 4.7945 2021-01-31 04:46:11,157 - mmaction - INFO - Epoch [98][1640/3757] lr: 1.000e-04, eta: 1:17:46, time: 0.346, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.5897, loss: 1.5897, grad_norm: 4.7783 2021-01-31 04:46:17,259 - mmaction - INFO - Epoch [98][1660/3757] lr: 1.000e-04, eta: 1:17:37, time: 0.305, data_time: 0.000, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8008, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.0344 2021-01-31 04:46:23,619 - mmaction - INFO - Epoch [98][1680/3757] lr: 1.000e-04, eta: 1:17:27, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8305, loss_cls: 1.6009, loss: 1.6009, grad_norm: 4.9104 2021-01-31 04:46:29,204 - mmaction - INFO - Epoch [98][1700/3757] lr: 1.000e-04, eta: 1:17:17, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8297, loss_cls: 1.5883, loss: 1.5883, grad_norm: 4.9143 2021-01-31 04:46:34,969 - mmaction - INFO - Epoch [98][1720/3757] lr: 1.000e-04, eta: 1:17:07, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5593, loss: 1.5593, grad_norm: 4.6751 2021-01-31 04:46:40,917 - mmaction - INFO - Epoch [98][1740/3757] lr: 1.000e-04, eta: 1:16:57, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8297, loss_cls: 1.6340, loss: 1.6340, grad_norm: 4.9250 2021-01-31 04:46:46,501 - mmaction - INFO - Epoch [98][1760/3757] lr: 1.000e-04, eta: 1:16:48, time: 0.279, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.5943, loss: 1.5943, grad_norm: 4.8162 2021-01-31 04:46:52,438 - mmaction - INFO - Epoch [98][1780/3757] lr: 1.000e-04, eta: 1:16:38, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.5991, loss: 1.5991, grad_norm: 4.7651 2021-01-31 04:46:58,796 - mmaction - INFO - Epoch [98][1800/3757] lr: 1.000e-04, eta: 1:16:28, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8313, loss_cls: 1.5796, loss: 1.5796, grad_norm: 4.8681 2021-01-31 04:47:05,369 - mmaction - INFO - Epoch [98][1820/3757] lr: 1.000e-04, eta: 1:16:18, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.5895, loss: 1.5895, grad_norm: 4.8718 2021-01-31 04:47:11,418 - mmaction - INFO - Epoch [98][1840/3757] lr: 1.000e-04, eta: 1:16:08, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8352, loss_cls: 1.5425, loss: 1.5425, grad_norm: 4.8455 2021-01-31 04:47:17,099 - mmaction - INFO - Epoch [98][1860/3757] lr: 1.000e-04, eta: 1:15:59, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.7992, loss_cls: 1.7758, loss: 1.7758, grad_norm: 5.0757 2021-01-31 04:47:22,903 - mmaction - INFO - Epoch [98][1880/3757] lr: 1.000e-04, eta: 1:15:49, time: 0.288, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.5906, loss: 1.5906, grad_norm: 4.9508 2021-01-31 04:47:29,710 - mmaction - INFO - Epoch [98][1900/3757] lr: 1.000e-04, eta: 1:15:39, time: 0.342, data_time: 0.004, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.6179, loss: 1.6179, grad_norm: 4.8603 2021-01-31 04:47:36,049 - mmaction - INFO - Epoch [98][1920/3757] lr: 1.000e-04, eta: 1:15:29, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5935, loss: 1.5935, grad_norm: 4.8527 2021-01-31 04:47:41,852 - mmaction - INFO - Epoch [98][1940/3757] lr: 1.000e-04, eta: 1:15:20, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8227, loss_cls: 1.6712, loss: 1.6712, grad_norm: 4.8467 2021-01-31 04:47:47,328 - mmaction - INFO - Epoch [98][1960/3757] lr: 1.000e-04, eta: 1:15:10, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8211, loss_cls: 1.6397, loss: 1.6397, grad_norm: 4.9357 2021-01-31 04:47:53,387 - mmaction - INFO - Epoch [98][1980/3757] lr: 1.000e-04, eta: 1:15:00, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8281, loss_cls: 1.6366, loss: 1.6366, grad_norm: 4.9859 2021-01-31 04:47:59,562 - mmaction - INFO - Epoch [98][2000/3757] lr: 1.000e-04, eta: 1:14:50, time: 0.310, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.6061, loss: 1.6061, grad_norm: 4.8090 2021-01-31 04:48:05,267 - mmaction - INFO - Epoch [98][2020/3757] lr: 1.000e-04, eta: 1:14:40, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.6359, top5_acc: 0.8172, loss_cls: 1.5705, loss: 1.5705, grad_norm: 4.7286 2021-01-31 04:48:11,397 - mmaction - INFO - Epoch [98][2040/3757] lr: 1.000e-04, eta: 1:14:31, time: 0.307, data_time: 0.003, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6598, loss: 1.6598, grad_norm: 4.8912 2021-01-31 04:48:17,202 - mmaction - INFO - Epoch [98][2060/3757] lr: 1.000e-04, eta: 1:14:21, time: 0.289, data_time: 0.000, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8055, loss_cls: 1.7001, loss: 1.7001, grad_norm: 4.8502 2021-01-31 04:48:22,872 - mmaction - INFO - Epoch [98][2080/3757] lr: 1.000e-04, eta: 1:14:11, time: 0.284, data_time: 0.004, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8133, loss_cls: 1.6387, loss: 1.6387, grad_norm: 4.8415 2021-01-31 04:48:29,079 - mmaction - INFO - Epoch [98][2100/3757] lr: 1.000e-04, eta: 1:14:01, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8203, loss_cls: 1.6015, loss: 1.6015, grad_norm: 4.8380 2021-01-31 04:48:35,416 - mmaction - INFO - Epoch [98][2120/3757] lr: 1.000e-04, eta: 1:13:52, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.6833, loss: 1.6833, grad_norm: 4.9735 2021-01-31 04:48:41,355 - mmaction - INFO - Epoch [98][2140/3757] lr: 1.000e-04, eta: 1:13:42, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.6714, loss: 1.6714, grad_norm: 4.9498 2021-01-31 04:48:47,938 - mmaction - INFO - Epoch [98][2160/3757] lr: 1.000e-04, eta: 1:13:32, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8336, loss_cls: 1.5778, loss: 1.5778, grad_norm: 4.8381 2021-01-31 04:48:53,439 - mmaction - INFO - Epoch [98][2180/3757] lr: 1.000e-04, eta: 1:13:22, time: 0.275, data_time: 0.001, memory: 3385, top1_acc: 0.5844, top5_acc: 0.8086, loss_cls: 1.7192, loss: 1.7192, grad_norm: 5.0315 2021-01-31 04:48:59,311 - mmaction - INFO - Epoch [98][2200/3757] lr: 1.000e-04, eta: 1:13:12, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8320, loss_cls: 1.5820, loss: 1.5820, grad_norm: 4.8299 2021-01-31 04:49:06,015 - mmaction - INFO - Epoch [98][2220/3757] lr: 1.000e-04, eta: 1:13:03, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8172, loss_cls: 1.6343, loss: 1.6343, grad_norm: 4.8653 2021-01-31 04:49:11,853 - mmaction - INFO - Epoch [98][2240/3757] lr: 1.000e-04, eta: 1:12:53, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8328, loss_cls: 1.5857, loss: 1.5857, grad_norm: 4.8930 2021-01-31 04:49:17,918 - mmaction - INFO - Epoch [98][2260/3757] lr: 1.000e-04, eta: 1:12:43, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8133, loss_cls: 1.5719, loss: 1.5719, grad_norm: 4.6919 2021-01-31 04:49:23,757 - mmaction - INFO - Epoch [98][2280/3757] lr: 1.000e-04, eta: 1:12:33, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8117, loss_cls: 1.5880, loss: 1.5880, grad_norm: 4.8109 2021-01-31 04:49:30,204 - mmaction - INFO - Epoch [98][2300/3757] lr: 1.000e-04, eta: 1:12:24, time: 0.322, data_time: 0.004, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8172, loss_cls: 1.5708, loss: 1.5708, grad_norm: 4.7377 2021-01-31 04:49:35,955 - mmaction - INFO - Epoch [98][2320/3757] lr: 1.000e-04, eta: 1:12:14, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.7914, loss_cls: 1.7495, loss: 1.7495, grad_norm: 4.9249 2021-01-31 04:49:41,866 - mmaction - INFO - Epoch [98][2340/3757] lr: 1.000e-04, eta: 1:12:04, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.5764, loss: 1.5764, grad_norm: 4.8214 2021-01-31 04:49:47,465 - mmaction - INFO - Epoch [98][2360/3757] lr: 1.000e-04, eta: 1:11:54, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6494, loss: 1.6494, grad_norm: 4.9235 2021-01-31 04:49:52,912 - mmaction - INFO - Epoch [98][2380/3757] lr: 1.000e-04, eta: 1:11:44, time: 0.272, data_time: 0.003, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8195, loss_cls: 1.6133, loss: 1.6133, grad_norm: 4.7914 2021-01-31 04:49:59,193 - mmaction - INFO - Epoch [98][2400/3757] lr: 1.000e-04, eta: 1:11:35, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.5987, loss: 1.5987, grad_norm: 4.8416 2021-01-31 04:50:05,440 - mmaction - INFO - Epoch [98][2420/3757] lr: 1.000e-04, eta: 1:11:25, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.6044, loss: 1.6044, grad_norm: 4.8889 2021-01-31 04:50:11,420 - mmaction - INFO - Epoch [98][2440/3757] lr: 1.000e-04, eta: 1:11:15, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8086, loss_cls: 1.6727, loss: 1.6727, grad_norm: 4.9423 2021-01-31 04:50:17,800 - mmaction - INFO - Epoch [98][2460/3757] lr: 1.000e-04, eta: 1:11:05, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.6815, loss: 1.6815, grad_norm: 4.9098 2021-01-31 04:50:23,726 - mmaction - INFO - Epoch [98][2480/3757] lr: 1.000e-04, eta: 1:10:56, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.7279, loss: 1.7279, grad_norm: 4.9091 2021-01-31 04:50:29,297 - mmaction - INFO - Epoch [98][2500/3757] lr: 1.000e-04, eta: 1:10:46, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8141, loss_cls: 1.6108, loss: 1.6108, grad_norm: 4.9003 2021-01-31 04:50:35,258 - mmaction - INFO - Epoch [98][2520/3757] lr: 1.000e-04, eta: 1:10:36, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8133, loss_cls: 1.7081, loss: 1.7081, grad_norm: 4.9606 2021-01-31 04:50:41,540 - mmaction - INFO - Epoch [98][2540/3757] lr: 1.000e-04, eta: 1:10:26, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8250, loss_cls: 1.6004, loss: 1.6004, grad_norm: 4.8908 2021-01-31 04:50:48,137 - mmaction - INFO - Epoch [98][2560/3757] lr: 1.000e-04, eta: 1:10:17, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8102, loss_cls: 1.6731, loss: 1.6731, grad_norm: 4.8191 2021-01-31 04:50:54,034 - mmaction - INFO - Epoch [98][2580/3757] lr: 1.000e-04, eta: 1:10:07, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8125, loss_cls: 1.6520, loss: 1.6520, grad_norm: 4.9849 2021-01-31 04:50:59,639 - mmaction - INFO - Epoch [98][2600/3757] lr: 1.000e-04, eta: 1:09:57, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8281, loss_cls: 1.5917, loss: 1.5917, grad_norm: 4.7665 2021-01-31 04:51:05,551 - mmaction - INFO - Epoch [98][2620/3757] lr: 1.000e-04, eta: 1:09:47, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8195, loss_cls: 1.6386, loss: 1.6386, grad_norm: 5.0120 2021-01-31 04:51:11,583 - mmaction - INFO - Epoch [98][2640/3757] lr: 1.000e-04, eta: 1:09:37, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8187, loss_cls: 1.6463, loss: 1.6463, grad_norm: 4.8116 2021-01-31 04:51:17,406 - mmaction - INFO - Epoch [98][2660/3757] lr: 1.000e-04, eta: 1:09:28, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8227, loss_cls: 1.6797, loss: 1.6797, grad_norm: 5.0308 2021-01-31 04:51:23,553 - mmaction - INFO - Epoch [98][2680/3757] lr: 1.000e-04, eta: 1:09:18, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8258, loss_cls: 1.5555, loss: 1.5555, grad_norm: 4.7966 2021-01-31 04:51:29,207 - mmaction - INFO - Epoch [98][2700/3757] lr: 1.000e-04, eta: 1:09:08, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8148, loss_cls: 1.6394, loss: 1.6394, grad_norm: 4.8057 2021-01-31 04:51:35,502 - mmaction - INFO - Epoch [98][2720/3757] lr: 1.000e-04, eta: 1:08:58, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8242, loss_cls: 1.6328, loss: 1.6328, grad_norm: 4.9076 2021-01-31 04:51:41,239 - mmaction - INFO - Epoch [98][2740/3757] lr: 1.000e-04, eta: 1:08:49, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6152, loss: 1.6152, grad_norm: 4.8346 2021-01-31 04:51:47,291 - mmaction - INFO - Epoch [98][2760/3757] lr: 1.000e-04, eta: 1:08:39, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8234, loss_cls: 1.5878, loss: 1.5878, grad_norm: 4.8286 2021-01-31 04:51:53,747 - mmaction - INFO - Epoch [98][2780/3757] lr: 1.000e-04, eta: 1:08:29, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5689, loss: 1.5689, grad_norm: 4.8425 2021-01-31 04:52:00,381 - mmaction - INFO - Epoch [98][2800/3757] lr: 1.000e-04, eta: 1:08:19, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8141, loss_cls: 1.6271, loss: 1.6271, grad_norm: 4.8077 2021-01-31 04:52:06,090 - mmaction - INFO - Epoch [98][2820/3757] lr: 1.000e-04, eta: 1:08:10, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.7066, loss: 1.7066, grad_norm: 5.0743 2021-01-31 04:52:11,904 - mmaction - INFO - Epoch [98][2840/3757] lr: 1.000e-04, eta: 1:08:00, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8000, loss_cls: 1.7557, loss: 1.7557, grad_norm: 4.9905 2021-01-31 04:52:17,897 - mmaction - INFO - Epoch [98][2860/3757] lr: 1.000e-04, eta: 1:07:50, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.6035, loss: 1.6035, grad_norm: 4.7604 2021-01-31 04:52:23,905 - mmaction - INFO - Epoch [98][2880/3757] lr: 1.000e-04, eta: 1:07:40, time: 0.300, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6255, loss: 1.6255, grad_norm: 4.9445 2021-01-31 04:52:30,041 - mmaction - INFO - Epoch [98][2900/3757] lr: 1.000e-04, eta: 1:07:30, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8234, loss_cls: 1.6217, loss: 1.6217, grad_norm: 4.8594 2021-01-31 04:52:35,843 - mmaction - INFO - Epoch [98][2920/3757] lr: 1.000e-04, eta: 1:07:21, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.6969, loss: 1.6969, grad_norm: 4.9977 2021-01-31 04:52:42,209 - mmaction - INFO - Epoch [98][2940/3757] lr: 1.000e-04, eta: 1:07:11, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8234, loss_cls: 1.5906, loss: 1.5906, grad_norm: 4.7505 2021-01-31 04:52:48,497 - mmaction - INFO - Epoch [98][2960/3757] lr: 1.000e-04, eta: 1:07:01, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.7945, loss_cls: 1.7437, loss: 1.7437, grad_norm: 4.8330 2021-01-31 04:52:55,011 - mmaction - INFO - Epoch [98][2980/3757] lr: 1.000e-04, eta: 1:06:51, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8227, loss_cls: 1.6460, loss: 1.6460, grad_norm: 5.0254 2021-01-31 04:53:01,466 - mmaction - INFO - Epoch [98][3000/3757] lr: 1.000e-04, eta: 1:06:42, time: 0.323, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8234, loss_cls: 1.5648, loss: 1.5648, grad_norm: 4.6881 2021-01-31 04:53:07,023 - mmaction - INFO - Epoch [98][3020/3757] lr: 1.000e-04, eta: 1:06:32, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8359, loss_cls: 1.5625, loss: 1.5625, grad_norm: 4.7176 2021-01-31 04:53:13,155 - mmaction - INFO - Epoch [98][3040/3757] lr: 1.000e-04, eta: 1:06:22, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.6055, loss: 1.6055, grad_norm: 4.9097 2021-01-31 04:53:18,636 - mmaction - INFO - Epoch [98][3060/3757] lr: 1.000e-04, eta: 1:06:12, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8195, loss_cls: 1.6589, loss: 1.6589, grad_norm: 4.8987 2021-01-31 04:53:24,656 - mmaction - INFO - Epoch [98][3080/3757] lr: 1.000e-04, eta: 1:06:03, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8117, loss_cls: 1.7275, loss: 1.7275, grad_norm: 5.0095 2021-01-31 04:53:30,549 - mmaction - INFO - Epoch [98][3100/3757] lr: 1.000e-04, eta: 1:05:53, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6390, loss: 1.6390, grad_norm: 4.9363 2021-01-31 04:53:37,032 - mmaction - INFO - Epoch [98][3120/3757] lr: 1.000e-04, eta: 1:05:43, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8187, loss_cls: 1.6568, loss: 1.6568, grad_norm: 4.9620 2021-01-31 04:53:43,135 - mmaction - INFO - Epoch [98][3140/3757] lr: 1.000e-04, eta: 1:05:33, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8227, loss_cls: 1.6454, loss: 1.6454, grad_norm: 4.9090 2021-01-31 04:53:49,286 - mmaction - INFO - Epoch [98][3160/3757] lr: 1.000e-04, eta: 1:05:24, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.6187, loss: 1.6187, grad_norm: 4.8418 2021-01-31 04:53:54,951 - mmaction - INFO - Epoch [98][3180/3757] lr: 1.000e-04, eta: 1:05:14, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8211, loss_cls: 1.5917, loss: 1.5917, grad_norm: 4.7985 2021-01-31 04:54:00,619 - mmaction - INFO - Epoch [98][3200/3757] lr: 1.000e-04, eta: 1:05:04, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8359, loss_cls: 1.5965, loss: 1.5965, grad_norm: 4.7804 2021-01-31 04:54:06,870 - mmaction - INFO - Epoch [98][3220/3757] lr: 1.000e-04, eta: 1:04:54, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8148, loss_cls: 1.6258, loss: 1.6258, grad_norm: 4.8968 2021-01-31 04:54:13,240 - mmaction - INFO - Epoch [98][3240/3757] lr: 1.000e-04, eta: 1:04:45, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.5358, loss: 1.5358, grad_norm: 4.7602 2021-01-31 04:54:18,915 - mmaction - INFO - Epoch [98][3260/3757] lr: 1.000e-04, eta: 1:04:35, time: 0.283, data_time: 0.000, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8336, loss_cls: 1.5718, loss: 1.5718, grad_norm: 4.9189 2021-01-31 04:54:24,777 - mmaction - INFO - Epoch [98][3280/3757] lr: 1.000e-04, eta: 1:04:25, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8055, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.1007 2021-01-31 04:54:30,907 - mmaction - INFO - Epoch [98][3300/3757] lr: 1.000e-04, eta: 1:04:15, time: 0.306, data_time: 0.000, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.6052, loss: 1.6052, grad_norm: 4.8117 2021-01-31 04:54:37,136 - mmaction - INFO - Epoch [98][3320/3757] lr: 1.000e-04, eta: 1:04:06, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8156, loss_cls: 1.6103, loss: 1.6103, grad_norm: 4.8474 2021-01-31 04:54:43,031 - mmaction - INFO - Epoch [98][3340/3757] lr: 1.000e-04, eta: 1:03:56, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.7883, loss_cls: 1.7778, loss: 1.7778, grad_norm: 5.0037 2021-01-31 04:54:49,453 - mmaction - INFO - Epoch [98][3360/3757] lr: 1.000e-04, eta: 1:03:46, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8141, loss_cls: 1.6690, loss: 1.6690, grad_norm: 4.8865 2021-01-31 04:54:55,658 - mmaction - INFO - Epoch [98][3380/3757] lr: 1.000e-04, eta: 1:03:36, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8406, loss_cls: 1.5454, loss: 1.5454, grad_norm: 4.7464 2021-01-31 04:55:01,766 - mmaction - INFO - Epoch [98][3400/3757] lr: 1.000e-04, eta: 1:03:27, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.6585, loss: 1.6585, grad_norm: 4.8432 2021-01-31 04:55:08,435 - mmaction - INFO - Epoch [98][3420/3757] lr: 1.000e-04, eta: 1:03:17, time: 0.333, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8102, loss_cls: 1.6930, loss: 1.6930, grad_norm: 4.9975 2021-01-31 04:55:14,125 - mmaction - INFO - Epoch [98][3440/3757] lr: 1.000e-04, eta: 1:03:07, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8023, loss_cls: 1.6635, loss: 1.6635, grad_norm: 4.7848 2021-01-31 04:55:20,030 - mmaction - INFO - Epoch [98][3460/3757] lr: 1.000e-04, eta: 1:02:57, time: 0.295, data_time: 0.000, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.6417, loss: 1.6417, grad_norm: 4.8456 2021-01-31 04:55:26,044 - mmaction - INFO - Epoch [98][3480/3757] lr: 1.000e-04, eta: 1:02:48, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6214, loss: 1.6214, grad_norm: 4.8239 2021-01-31 04:55:32,788 - mmaction - INFO - Epoch [98][3500/3757] lr: 1.000e-04, eta: 1:02:38, time: 0.338, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8344, loss_cls: 1.5592, loss: 1.5592, grad_norm: 4.7364 2021-01-31 04:55:38,691 - mmaction - INFO - Epoch [98][3520/3757] lr: 1.000e-04, eta: 1:02:28, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.5166, loss: 1.5166, grad_norm: 4.6973 2021-01-31 04:55:44,141 - mmaction - INFO - Epoch [98][3540/3757] lr: 1.000e-04, eta: 1:02:18, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8289, loss_cls: 1.5663, loss: 1.5663, grad_norm: 4.8663 2021-01-31 04:55:50,128 - mmaction - INFO - Epoch [98][3560/3757] lr: 1.000e-04, eta: 1:02:09, time: 0.299, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8281, loss_cls: 1.5987, loss: 1.5987, grad_norm: 4.8386 2021-01-31 04:55:55,863 - mmaction - INFO - Epoch [98][3580/3757] lr: 1.000e-04, eta: 1:01:59, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5893, loss: 1.5893, grad_norm: 4.7181 2021-01-31 04:56:01,876 - mmaction - INFO - Epoch [98][3600/3757] lr: 1.000e-04, eta: 1:01:49, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6227, loss: 1.6227, grad_norm: 4.8818 2021-01-31 04:56:07,431 - mmaction - INFO - Epoch [98][3620/3757] lr: 1.000e-04, eta: 1:01:39, time: 0.277, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8219, loss_cls: 1.6316, loss: 1.6316, grad_norm: 4.8512 2021-01-31 04:56:13,610 - mmaction - INFO - Epoch [98][3640/3757] lr: 1.000e-04, eta: 1:01:30, time: 0.309, data_time: 0.003, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.9252 2021-01-31 04:56:19,751 - mmaction - INFO - Epoch [98][3660/3757] lr: 1.000e-04, eta: 1:01:20, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8344, loss_cls: 1.5299, loss: 1.5299, grad_norm: 4.8234 2021-01-31 04:56:25,868 - mmaction - INFO - Epoch [98][3680/3757] lr: 1.000e-04, eta: 1:01:10, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6297, top5_acc: 0.8453, loss_cls: 1.5461, loss: 1.5461, grad_norm: 4.8812 2021-01-31 04:56:32,173 - mmaction - INFO - Epoch [98][3700/3757] lr: 1.000e-04, eta: 1:01:00, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.5723, loss: 1.5723, grad_norm: 4.9019 2021-01-31 04:56:37,563 - mmaction - INFO - Epoch [98][3720/3757] lr: 1.000e-04, eta: 1:00:51, time: 0.270, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6830, loss: 1.6830, grad_norm: 4.9416 2021-01-31 04:56:43,629 - mmaction - INFO - Epoch [98][3740/3757] lr: 1.000e-04, eta: 1:00:41, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.5813, top5_acc: 0.8078, loss_cls: 1.7020, loss: 1.7020, grad_norm: 4.9763 2021-01-31 04:57:02,659 - mmaction - INFO - Saving checkpoint at 98 epochs 2021-01-31 05:07:17,865 - mmaction - INFO - Epoch [99][20/3757] lr: 1.000e-04, eta: 1:00:35, time: 30.741, data_time: 30.196, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8117, loss_cls: 1.6666, loss: 1.6666, grad_norm: 4.8980 2021-01-31 05:07:22,051 - mmaction - INFO - Epoch [99][40/3757] lr: 1.000e-04, eta: 1:00:25, time: 0.214, data_time: 0.007, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.6044, loss: 1.6044, grad_norm: 4.9177 2021-01-31 05:07:26,138 - mmaction - INFO - Epoch [99][60/3757] lr: 1.000e-04, eta: 1:00:15, time: 0.204, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8086, loss_cls: 1.6403, loss: 1.6403, grad_norm: 4.8563 2021-01-31 05:07:30,394 - mmaction - INFO - Epoch [99][80/3757] lr: 1.000e-04, eta: 1:00:06, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8242, loss_cls: 1.6006, loss: 1.6006, grad_norm: 4.8311 2021-01-31 05:07:34,606 - mmaction - INFO - Epoch [99][100/3757] lr: 1.000e-04, eta: 0:59:56, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8211, loss_cls: 1.6237, loss: 1.6237, grad_norm: 4.8041 2021-01-31 05:07:38,841 - mmaction - INFO - Epoch [99][120/3757] lr: 1.000e-04, eta: 0:59:46, time: 0.212, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8055, loss_cls: 1.6942, loss: 1.6942, grad_norm: 4.9913 2021-01-31 05:07:42,996 - mmaction - INFO - Epoch [99][140/3757] lr: 1.000e-04, eta: 0:59:36, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8258, loss_cls: 1.6144, loss: 1.6144, grad_norm: 4.8480 2021-01-31 05:07:47,255 - mmaction - INFO - Epoch [99][160/3757] lr: 1.000e-04, eta: 0:59:26, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8258, loss_cls: 1.6454, loss: 1.6454, grad_norm: 4.9044 2021-01-31 05:07:51,469 - mmaction - INFO - Epoch [99][180/3757] lr: 1.000e-04, eta: 0:59:17, time: 0.210, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8109, loss_cls: 1.6259, loss: 1.6259, grad_norm: 4.8098 2021-01-31 05:07:55,601 - mmaction - INFO - Epoch [99][200/3757] lr: 1.000e-04, eta: 0:59:07, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5797, loss: 1.5797, grad_norm: 4.8500 2021-01-31 05:07:59,833 - mmaction - INFO - Epoch [99][220/3757] lr: 1.000e-04, eta: 0:58:57, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8266, loss_cls: 1.5668, loss: 1.5668, grad_norm: 4.8979 2021-01-31 05:08:03,940 - mmaction - INFO - Epoch [99][240/3757] lr: 1.000e-04, eta: 0:58:47, time: 0.205, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8141, loss_cls: 1.6538, loss: 1.6538, grad_norm: 4.9369 2021-01-31 05:08:08,246 - mmaction - INFO - Epoch [99][260/3757] lr: 1.000e-04, eta: 0:58:37, time: 0.215, data_time: 0.002, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.5835, loss: 1.5835, grad_norm: 4.8348 2021-01-31 05:08:12,480 - mmaction - INFO - Epoch [99][280/3757] lr: 1.000e-04, eta: 0:58:28, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6059, loss: 1.6059, grad_norm: 4.8800 2021-01-31 05:08:16,600 - mmaction - INFO - Epoch [99][300/3757] lr: 1.000e-04, eta: 0:58:18, time: 0.206, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.7977, loss_cls: 1.6868, loss: 1.6868, grad_norm: 4.9243 2021-01-31 05:08:20,906 - mmaction - INFO - Epoch [99][320/3757] lr: 1.000e-04, eta: 0:58:08, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8234, loss_cls: 1.6132, loss: 1.6132, grad_norm: 4.9157 2021-01-31 05:08:25,218 - mmaction - INFO - Epoch [99][340/3757] lr: 1.000e-04, eta: 0:57:58, time: 0.215, data_time: 0.003, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8383, loss_cls: 1.5497, loss: 1.5497, grad_norm: 4.8197 2021-01-31 05:08:29,521 - mmaction - INFO - Epoch [99][360/3757] lr: 1.000e-04, eta: 0:57:48, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.6922, loss: 1.6922, grad_norm: 4.9744 2021-01-31 05:08:33,838 - mmaction - INFO - Epoch [99][380/3757] lr: 1.000e-04, eta: 0:57:39, time: 0.216, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8320, loss_cls: 1.6234, loss: 1.6234, grad_norm: 4.9124 2021-01-31 05:08:38,306 - mmaction - INFO - Epoch [99][400/3757] lr: 1.000e-04, eta: 0:57:29, time: 0.223, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8359, loss_cls: 1.5948, loss: 1.5948, grad_norm: 4.9545 2021-01-31 05:08:42,770 - mmaction - INFO - Epoch [99][420/3757] lr: 1.000e-04, eta: 0:57:19, time: 0.223, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8078, loss_cls: 1.6942, loss: 1.6942, grad_norm: 4.9719 2021-01-31 05:08:47,037 - mmaction - INFO - Epoch [99][440/3757] lr: 1.000e-04, eta: 0:57:09, time: 0.213, data_time: 0.001, memory: 3385, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5385, loss: 1.5385, grad_norm: 4.7226 2021-01-31 05:08:51,377 - mmaction - INFO - Epoch [99][460/3757] lr: 1.000e-04, eta: 0:56:59, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6383, top5_acc: 0.8242, loss_cls: 1.5470, loss: 1.5470, grad_norm: 4.8058 2021-01-31 05:08:55,715 - mmaction - INFO - Epoch [99][480/3757] lr: 1.000e-04, eta: 0:56:50, time: 0.217, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.6731, loss: 1.6731, grad_norm: 4.8937 2021-01-31 05:09:00,228 - mmaction - INFO - Epoch [99][500/3757] lr: 1.000e-04, eta: 0:56:40, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.6185, loss: 1.6185, grad_norm: 4.8299 2021-01-31 05:09:04,968 - mmaction - INFO - Epoch [99][520/3757] lr: 1.000e-04, eta: 0:56:30, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8227, loss_cls: 1.5916, loss: 1.5916, grad_norm: 4.8499 2021-01-31 05:09:09,482 - mmaction - INFO - Epoch [99][540/3757] lr: 1.000e-04, eta: 0:56:20, time: 0.225, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8102, loss_cls: 1.6570, loss: 1.6570, grad_norm: 4.9743 2021-01-31 05:09:13,927 - mmaction - INFO - Epoch [99][560/3757] lr: 1.000e-04, eta: 0:56:10, time: 0.222, data_time: 0.002, memory: 3385, top1_acc: 0.6422, top5_acc: 0.8195, loss_cls: 1.5852, loss: 1.5852, grad_norm: 4.8257 2021-01-31 05:09:19,474 - mmaction - INFO - Epoch [99][580/3757] lr: 1.000e-04, eta: 0:56:01, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8367, loss_cls: 1.5864, loss: 1.5864, grad_norm: 4.8492 2021-01-31 05:09:24,602 - mmaction - INFO - Epoch [99][600/3757] lr: 1.000e-04, eta: 0:55:51, time: 0.256, data_time: 0.000, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8562, loss_cls: 1.4587, loss: 1.4587, grad_norm: 4.7957 2021-01-31 05:09:29,958 - mmaction - INFO - Epoch [99][620/3757] lr: 1.000e-04, eta: 0:55:41, time: 0.268, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8039, loss_cls: 1.7168, loss: 1.7168, grad_norm: 4.9368 2021-01-31 05:09:34,541 - mmaction - INFO - Epoch [99][640/3757] lr: 1.000e-04, eta: 0:55:31, time: 0.229, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8187, loss_cls: 1.6345, loss: 1.6345, grad_norm: 4.8997 2021-01-31 05:09:39,410 - mmaction - INFO - Epoch [99][660/3757] lr: 1.000e-04, eta: 0:55:21, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8313, loss_cls: 1.5890, loss: 1.5890, grad_norm: 4.7540 2021-01-31 05:09:44,375 - mmaction - INFO - Epoch [99][680/3757] lr: 1.000e-04, eta: 0:55:12, time: 0.248, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8352, loss_cls: 1.5420, loss: 1.5420, grad_norm: 4.7992 2021-01-31 05:09:49,109 - mmaction - INFO - Epoch [99][700/3757] lr: 1.000e-04, eta: 0:55:02, time: 0.237, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5455, loss: 1.5455, grad_norm: 4.7514 2021-01-31 05:09:55,149 - mmaction - INFO - Epoch [99][720/3757] lr: 1.000e-04, eta: 0:54:52, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6758, loss: 1.6758, grad_norm: 5.0035 2021-01-31 05:10:00,214 - mmaction - INFO - Epoch [99][740/3757] lr: 1.000e-04, eta: 0:54:42, time: 0.254, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6369, loss: 1.6369, grad_norm: 4.9905 2021-01-31 05:10:05,033 - mmaction - INFO - Epoch [99][760/3757] lr: 1.000e-04, eta: 0:54:33, time: 0.241, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8102, loss_cls: 1.6165, loss: 1.6165, grad_norm: 4.9326 2021-01-31 05:10:10,267 - mmaction - INFO - Epoch [99][780/3757] lr: 1.000e-04, eta: 0:54:23, time: 0.261, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8219, loss_cls: 1.6289, loss: 1.6289, grad_norm: 4.9552 2021-01-31 05:10:15,490 - mmaction - INFO - Epoch [99][800/3757] lr: 1.000e-04, eta: 0:54:13, time: 0.261, data_time: 0.004, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8164, loss_cls: 1.6561, loss: 1.6561, grad_norm: 5.0453 2021-01-31 05:10:20,661 - mmaction - INFO - Epoch [99][820/3757] lr: 1.000e-04, eta: 0:54:03, time: 0.258, data_time: 0.002, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8219, loss_cls: 1.6215, loss: 1.6215, grad_norm: 4.9039 2021-01-31 05:10:25,725 - mmaction - INFO - Epoch [99][840/3757] lr: 1.000e-04, eta: 0:53:54, time: 0.254, data_time: 0.004, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.6446, loss: 1.6446, grad_norm: 4.9724 2021-01-31 05:10:31,380 - mmaction - INFO - Epoch [99][860/3757] lr: 1.000e-04, eta: 0:53:44, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8172, loss_cls: 1.5981, loss: 1.5981, grad_norm: 4.9416 2021-01-31 05:10:36,804 - mmaction - INFO - Epoch [99][880/3757] lr: 1.000e-04, eta: 0:53:34, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.6709, loss: 1.6709, grad_norm: 4.8945 2021-01-31 05:10:42,398 - mmaction - INFO - Epoch [99][900/3757] lr: 1.000e-04, eta: 0:53:24, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.6485, loss: 1.6485, grad_norm: 5.0146 2021-01-31 05:10:47,981 - mmaction - INFO - Epoch [99][920/3757] lr: 1.000e-04, eta: 0:53:14, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8086, loss_cls: 1.6684, loss: 1.6684, grad_norm: 4.9446 2021-01-31 05:10:54,488 - mmaction - INFO - Epoch [99][940/3757] lr: 1.000e-04, eta: 0:53:05, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8187, loss_cls: 1.6227, loss: 1.6227, grad_norm: 4.7862 2021-01-31 05:10:59,798 - mmaction - INFO - Epoch [99][960/3757] lr: 1.000e-04, eta: 0:52:55, time: 0.265, data_time: 0.005, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7953, loss_cls: 1.7138, loss: 1.7138, grad_norm: 5.0132 2021-01-31 05:11:05,278 - mmaction - INFO - Epoch [99][980/3757] lr: 1.000e-04, eta: 0:52:45, time: 0.275, data_time: 0.003, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5533, loss: 1.5533, grad_norm: 4.8136 2021-01-31 05:11:11,086 - mmaction - INFO - Epoch [99][1000/3757] lr: 1.000e-04, eta: 0:52:35, time: 0.290, data_time: 0.004, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.5425, loss: 1.5425, grad_norm: 4.6866 2021-01-31 05:11:17,020 - mmaction - INFO - Epoch [99][1020/3757] lr: 1.000e-04, eta: 0:52:26, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8320, loss_cls: 1.5965, loss: 1.5965, grad_norm: 4.8221 2021-01-31 05:11:21,917 - mmaction - INFO - Epoch [99][1040/3757] lr: 1.000e-04, eta: 0:52:16, time: 0.244, data_time: 0.004, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8117, loss_cls: 1.6244, loss: 1.6244, grad_norm: 4.8411 2021-01-31 05:11:27,178 - mmaction - INFO - Epoch [99][1060/3757] lr: 1.000e-04, eta: 0:52:06, time: 0.263, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.6813, loss: 1.6813, grad_norm: 4.8974 2021-01-31 05:11:33,816 - mmaction - INFO - Epoch [99][1080/3757] lr: 1.000e-04, eta: 0:51:56, time: 0.333, data_time: 0.005, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.6539, loss: 1.6539, grad_norm: 4.9446 2021-01-31 05:11:39,495 - mmaction - INFO - Epoch [99][1100/3757] lr: 1.000e-04, eta: 0:51:47, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8406, loss_cls: 1.5429, loss: 1.5429, grad_norm: 4.8034 2021-01-31 05:11:45,659 - mmaction - INFO - Epoch [99][1120/3757] lr: 1.000e-04, eta: 0:51:37, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8250, loss_cls: 1.6618, loss: 1.6618, grad_norm: 4.9519 2021-01-31 05:11:50,693 - mmaction - INFO - Epoch [99][1140/3757] lr: 1.000e-04, eta: 0:51:27, time: 0.252, data_time: 0.000, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8242, loss_cls: 1.5905, loss: 1.5905, grad_norm: 4.7913 2021-01-31 05:11:57,075 - mmaction - INFO - Epoch [99][1160/3757] lr: 1.000e-04, eta: 0:51:17, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8148, loss_cls: 1.6636, loss: 1.6636, grad_norm: 4.8878 2021-01-31 05:12:02,742 - mmaction - INFO - Epoch [99][1180/3757] lr: 1.000e-04, eta: 0:51:08, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6179, loss: 1.6179, grad_norm: 4.7775 2021-01-31 05:12:08,068 - mmaction - INFO - Epoch [99][1200/3757] lr: 1.000e-04, eta: 0:50:58, time: 0.266, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8477, loss_cls: 1.5490, loss: 1.5490, grad_norm: 4.8231 2021-01-31 05:12:13,482 - mmaction - INFO - Epoch [99][1220/3757] lr: 1.000e-04, eta: 0:50:48, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6190, loss: 1.6190, grad_norm: 4.9879 2021-01-31 05:12:19,273 - mmaction - INFO - Epoch [99][1240/3757] lr: 1.000e-04, eta: 0:50:38, time: 0.290, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8133, loss_cls: 1.6649, loss: 1.6649, grad_norm: 4.9087 2021-01-31 05:12:25,082 - mmaction - INFO - Epoch [99][1260/3757] lr: 1.000e-04, eta: 0:50:29, time: 0.290, data_time: 0.005, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8063, loss_cls: 1.6518, loss: 1.6518, grad_norm: 4.9381 2021-01-31 05:12:30,916 - mmaction - INFO - Epoch [99][1280/3757] lr: 1.000e-04, eta: 0:50:19, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8328, loss_cls: 1.6492, loss: 1.6492, grad_norm: 4.9763 2021-01-31 05:12:36,643 - mmaction - INFO - Epoch [99][1300/3757] lr: 1.000e-04, eta: 0:50:09, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8187, loss_cls: 1.6715, loss: 1.6715, grad_norm: 5.0017 2021-01-31 05:12:42,376 - mmaction - INFO - Epoch [99][1320/3757] lr: 1.000e-04, eta: 0:49:59, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8125, loss_cls: 1.6523, loss: 1.6523, grad_norm: 4.9070 2021-01-31 05:12:48,043 - mmaction - INFO - Epoch [99][1340/3757] lr: 1.000e-04, eta: 0:49:50, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8281, loss_cls: 1.5936, loss: 1.5936, grad_norm: 5.0381 2021-01-31 05:12:53,945 - mmaction - INFO - Epoch [99][1360/3757] lr: 1.000e-04, eta: 0:49:40, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6345, loss: 1.6345, grad_norm: 4.9440 2021-01-31 05:12:59,499 - mmaction - INFO - Epoch [99][1380/3757] lr: 1.000e-04, eta: 0:49:30, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.5618, loss: 1.5618, grad_norm: 4.8591 2021-01-31 05:13:05,407 - mmaction - INFO - Epoch [99][1400/3757] lr: 1.000e-04, eta: 0:49:20, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8234, loss_cls: 1.6580, loss: 1.6580, grad_norm: 4.9004 2021-01-31 05:13:11,105 - mmaction - INFO - Epoch [99][1420/3757] lr: 1.000e-04, eta: 0:49:11, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8289, loss_cls: 1.6498, loss: 1.6498, grad_norm: 4.9196 2021-01-31 05:13:16,761 - mmaction - INFO - Epoch [99][1440/3757] lr: 1.000e-04, eta: 0:49:01, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6245, loss: 1.6245, grad_norm: 5.0072 2021-01-31 05:13:22,226 - mmaction - INFO - Epoch [99][1460/3757] lr: 1.000e-04, eta: 0:48:51, time: 0.274, data_time: 0.004, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8281, loss_cls: 1.5869, loss: 1.5869, grad_norm: 4.7544 2021-01-31 05:13:28,408 - mmaction - INFO - Epoch [99][1480/3757] lr: 1.000e-04, eta: 0:48:41, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8289, loss_cls: 1.5198, loss: 1.5198, grad_norm: 4.6371 2021-01-31 05:13:34,073 - mmaction - INFO - Epoch [99][1500/3757] lr: 1.000e-04, eta: 0:48:32, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8320, loss_cls: 1.6033, loss: 1.6033, grad_norm: 4.9338 2021-01-31 05:13:39,613 - mmaction - INFO - Epoch [99][1520/3757] lr: 1.000e-04, eta: 0:48:22, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.5126, loss: 1.5126, grad_norm: 4.7735 2021-01-31 05:13:44,979 - mmaction - INFO - Epoch [99][1540/3757] lr: 1.000e-04, eta: 0:48:12, time: 0.269, data_time: 0.002, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8211, loss_cls: 1.6216, loss: 1.6216, grad_norm: 4.8560 2021-01-31 05:13:50,709 - mmaction - INFO - Epoch [99][1560/3757] lr: 1.000e-04, eta: 0:48:02, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.6312, loss: 1.6312, grad_norm: 4.8839 2021-01-31 05:13:56,301 - mmaction - INFO - Epoch [99][1580/3757] lr: 1.000e-04, eta: 0:47:53, time: 0.280, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6489, loss: 1.6489, grad_norm: 4.9590 2021-01-31 05:14:02,449 - mmaction - INFO - Epoch [99][1600/3757] lr: 1.000e-04, eta: 0:47:43, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8289, loss_cls: 1.6095, loss: 1.6095, grad_norm: 4.9874 2021-01-31 05:14:08,586 - mmaction - INFO - Epoch [99][1620/3757] lr: 1.000e-04, eta: 0:47:33, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8477, loss_cls: 1.5213, loss: 1.5213, grad_norm: 4.7587 2021-01-31 05:14:15,006 - mmaction - INFO - Epoch [99][1640/3757] lr: 1.000e-04, eta: 0:47:23, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.6337, loss: 1.6337, grad_norm: 4.8882 2021-01-31 05:14:20,853 - mmaction - INFO - Epoch [99][1660/3757] lr: 1.000e-04, eta: 0:47:14, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8406, loss_cls: 1.5355, loss: 1.5355, grad_norm: 4.7919 2021-01-31 05:14:26,883 - mmaction - INFO - Epoch [99][1680/3757] lr: 1.000e-04, eta: 0:47:04, time: 0.302, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8133, loss_cls: 1.6848, loss: 1.6848, grad_norm: 4.9897 2021-01-31 05:14:32,940 - mmaction - INFO - Epoch [99][1700/3757] lr: 1.000e-04, eta: 0:46:54, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8258, loss_cls: 1.5634, loss: 1.5634, grad_norm: 4.7821 2021-01-31 05:14:38,751 - mmaction - INFO - Epoch [99][1720/3757] lr: 1.000e-04, eta: 0:46:44, time: 0.290, data_time: 0.005, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8375, loss_cls: 1.5874, loss: 1.5874, grad_norm: 4.9030 2021-01-31 05:14:44,664 - mmaction - INFO - Epoch [99][1740/3757] lr: 1.000e-04, eta: 0:46:35, time: 0.295, data_time: 0.002, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.5750, loss: 1.5750, grad_norm: 4.7933 2021-01-31 05:14:50,442 - mmaction - INFO - Epoch [99][1760/3757] lr: 1.000e-04, eta: 0:46:25, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8094, loss_cls: 1.6864, loss: 1.6864, grad_norm: 5.0208 2021-01-31 05:14:56,139 - mmaction - INFO - Epoch [99][1780/3757] lr: 1.000e-04, eta: 0:46:15, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8336, loss_cls: 1.5946, loss: 1.5946, grad_norm: 4.9646 2021-01-31 05:15:01,640 - mmaction - INFO - Epoch [99][1800/3757] lr: 1.000e-04, eta: 0:46:05, time: 0.275, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8250, loss_cls: 1.6258, loss: 1.6258, grad_norm: 5.0285 2021-01-31 05:15:07,586 - mmaction - INFO - Epoch [99][1820/3757] lr: 1.000e-04, eta: 0:45:56, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8305, loss_cls: 1.5607, loss: 1.5607, grad_norm: 4.7946 2021-01-31 05:15:13,411 - mmaction - INFO - Epoch [99][1840/3757] lr: 1.000e-04, eta: 0:45:46, time: 0.291, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.7121, loss: 1.7121, grad_norm: 4.9722 2021-01-31 05:15:18,847 - mmaction - INFO - Epoch [99][1860/3757] lr: 1.000e-04, eta: 0:45:36, time: 0.272, data_time: 0.002, memory: 3385, top1_acc: 0.5961, top5_acc: 0.8094, loss_cls: 1.6428, loss: 1.6428, grad_norm: 5.0318 2021-01-31 05:15:25,394 - mmaction - INFO - Epoch [99][1880/3757] lr: 1.000e-04, eta: 0:45:26, time: 0.327, data_time: 0.003, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8508, loss_cls: 1.4959, loss: 1.4959, grad_norm: 4.8183 2021-01-31 05:15:31,003 - mmaction - INFO - Epoch [99][1900/3757] lr: 1.000e-04, eta: 0:45:17, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7393, loss: 1.7393, grad_norm: 5.0859 2021-01-31 05:15:36,967 - mmaction - INFO - Epoch [99][1920/3757] lr: 1.000e-04, eta: 0:45:07, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8102, loss_cls: 1.6284, loss: 1.6284, grad_norm: 4.9094 2021-01-31 05:15:42,973 - mmaction - INFO - Epoch [99][1940/3757] lr: 1.000e-04, eta: 0:44:57, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8352, loss_cls: 1.6079, loss: 1.6079, grad_norm: 4.8711 2021-01-31 05:15:48,827 - mmaction - INFO - Epoch [99][1960/3757] lr: 1.000e-04, eta: 0:44:47, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.6580, loss: 1.6580, grad_norm: 4.8700 2021-01-31 05:15:54,461 - mmaction - INFO - Epoch [99][1980/3757] lr: 1.000e-04, eta: 0:44:38, time: 0.282, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5929, loss: 1.5929, grad_norm: 4.8895 2021-01-31 05:16:01,154 - mmaction - INFO - Epoch [99][2000/3757] lr: 1.000e-04, eta: 0:44:28, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8227, loss_cls: 1.6064, loss: 1.6064, grad_norm: 4.8965 2021-01-31 05:16:07,163 - mmaction - INFO - Epoch [99][2020/3757] lr: 1.000e-04, eta: 0:44:18, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8141, loss_cls: 1.6657, loss: 1.6657, grad_norm: 4.9642 2021-01-31 05:16:13,605 - mmaction - INFO - Epoch [99][2040/3757] lr: 1.000e-04, eta: 0:44:09, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.5939, loss: 1.5939, grad_norm: 4.7722 2021-01-31 05:16:19,785 - mmaction - INFO - Epoch [99][2060/3757] lr: 1.000e-04, eta: 0:43:59, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8164, loss_cls: 1.5914, loss: 1.5914, grad_norm: 4.8308 2021-01-31 05:16:25,363 - mmaction - INFO - Epoch [99][2080/3757] lr: 1.000e-04, eta: 0:43:49, time: 0.278, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8266, loss_cls: 1.5797, loss: 1.5797, grad_norm: 4.8702 2021-01-31 05:16:31,809 - mmaction - INFO - Epoch [99][2100/3757] lr: 1.000e-04, eta: 0:43:39, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5687, top5_acc: 0.7891, loss_cls: 1.8271, loss: 1.8271, grad_norm: 5.1977 2021-01-31 05:16:37,911 - mmaction - INFO - Epoch [99][2120/3757] lr: 1.000e-04, eta: 0:43:30, time: 0.305, data_time: 0.004, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8266, loss_cls: 1.5871, loss: 1.5871, grad_norm: 4.8264 2021-01-31 05:16:43,593 - mmaction - INFO - Epoch [99][2140/3757] lr: 1.000e-04, eta: 0:43:20, time: 0.284, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8078, loss_cls: 1.7533, loss: 1.7533, grad_norm: 5.0115 2021-01-31 05:16:49,664 - mmaction - INFO - Epoch [99][2160/3757] lr: 1.000e-04, eta: 0:43:10, time: 0.303, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.5917, loss: 1.5917, grad_norm: 4.7994 2021-01-31 05:16:55,515 - mmaction - INFO - Epoch [99][2180/3757] lr: 1.000e-04, eta: 0:43:00, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8156, loss_cls: 1.5961, loss: 1.5961, grad_norm: 4.8401 2021-01-31 05:17:01,046 - mmaction - INFO - Epoch [99][2200/3757] lr: 1.000e-04, eta: 0:42:51, time: 0.276, data_time: 0.003, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6380, loss: 1.6380, grad_norm: 4.9184 2021-01-31 05:17:07,747 - mmaction - INFO - Epoch [99][2220/3757] lr: 1.000e-04, eta: 0:42:41, time: 0.336, data_time: 0.003, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8273, loss_cls: 1.6050, loss: 1.6050, grad_norm: 4.9674 2021-01-31 05:17:13,454 - mmaction - INFO - Epoch [99][2240/3757] lr: 1.000e-04, eta: 0:42:31, time: 0.285, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8359, loss_cls: 1.6170, loss: 1.6170, grad_norm: 4.8943 2021-01-31 05:17:19,617 - mmaction - INFO - Epoch [99][2260/3757] lr: 1.000e-04, eta: 0:42:22, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5421, loss: 1.5421, grad_norm: 4.8646 2021-01-31 05:17:25,426 - mmaction - INFO - Epoch [99][2280/3757] lr: 1.000e-04, eta: 0:42:12, time: 0.290, data_time: 0.003, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8250, loss_cls: 1.5895, loss: 1.5895, grad_norm: 4.8008 2021-01-31 05:17:31,377 - mmaction - INFO - Epoch [99][2300/3757] lr: 1.000e-04, eta: 0:42:02, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6477, loss: 1.6477, grad_norm: 5.0059 2021-01-31 05:17:37,233 - mmaction - INFO - Epoch [99][2320/3757] lr: 1.000e-04, eta: 0:41:52, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8180, loss_cls: 1.6300, loss: 1.6300, grad_norm: 4.8077 2021-01-31 05:17:43,583 - mmaction - INFO - Epoch [99][2340/3757] lr: 1.000e-04, eta: 0:41:43, time: 0.318, data_time: 0.001, memory: 3385, top1_acc: 0.5758, top5_acc: 0.8016, loss_cls: 1.7430, loss: 1.7430, grad_norm: 5.1906 2021-01-31 05:17:49,379 - mmaction - INFO - Epoch [99][2360/3757] lr: 1.000e-04, eta: 0:41:33, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8133, loss_cls: 1.6558, loss: 1.6558, grad_norm: 4.8998 2021-01-31 05:17:55,830 - mmaction - INFO - Epoch [99][2380/3757] lr: 1.000e-04, eta: 0:41:23, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8281, loss_cls: 1.5989, loss: 1.5989, grad_norm: 4.9667 2021-01-31 05:18:02,391 - mmaction - INFO - Epoch [99][2400/3757] lr: 1.000e-04, eta: 0:41:13, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.6459, loss: 1.6459, grad_norm: 4.8299 2021-01-31 05:18:08,616 - mmaction - INFO - Epoch [99][2420/3757] lr: 1.000e-04, eta: 0:41:04, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8172, loss_cls: 1.5988, loss: 1.5988, grad_norm: 4.8472 2021-01-31 05:18:14,873 - mmaction - INFO - Epoch [99][2440/3757] lr: 1.000e-04, eta: 0:40:54, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.6053, loss: 1.6053, grad_norm: 4.9771 2021-01-31 05:18:20,888 - mmaction - INFO - Epoch [99][2460/3757] lr: 1.000e-04, eta: 0:40:44, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8328, loss_cls: 1.5848, loss: 1.5848, grad_norm: 4.9292 2021-01-31 05:18:27,181 - mmaction - INFO - Epoch [99][2480/3757] lr: 1.000e-04, eta: 0:40:35, time: 0.314, data_time: 0.003, memory: 3385, top1_acc: 0.5789, top5_acc: 0.8250, loss_cls: 1.6247, loss: 1.6247, grad_norm: 4.9398 2021-01-31 05:18:32,753 - mmaction - INFO - Epoch [99][2500/3757] lr: 1.000e-04, eta: 0:40:25, time: 0.279, data_time: 0.003, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.6300, loss: 1.6300, grad_norm: 4.8886 2021-01-31 05:18:39,370 - mmaction - INFO - Epoch [99][2520/3757] lr: 1.000e-04, eta: 0:40:15, time: 0.331, data_time: 0.003, memory: 3385, top1_acc: 0.6289, top5_acc: 0.8156, loss_cls: 1.6191, loss: 1.6191, grad_norm: 4.7841 2021-01-31 05:18:45,087 - mmaction - INFO - Epoch [99][2540/3757] lr: 1.000e-04, eta: 0:40:05, time: 0.285, data_time: 0.001, memory: 3385, top1_acc: 0.5922, top5_acc: 0.7969, loss_cls: 1.7197, loss: 1.7197, grad_norm: 4.9605 2021-01-31 05:18:51,361 - mmaction - INFO - Epoch [99][2560/3757] lr: 1.000e-04, eta: 0:39:56, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8187, loss_cls: 1.6476, loss: 1.6476, grad_norm: 4.9378 2021-01-31 05:18:57,351 - mmaction - INFO - Epoch [99][2580/3757] lr: 1.000e-04, eta: 0:39:46, time: 0.300, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6683, loss: 1.6683, grad_norm: 4.9856 2021-01-31 05:19:03,550 - mmaction - INFO - Epoch [99][2600/3757] lr: 1.000e-04, eta: 0:39:36, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8172, loss_cls: 1.6882, loss: 1.6882, grad_norm: 4.9699 2021-01-31 05:19:09,664 - mmaction - INFO - Epoch [99][2620/3757] lr: 1.000e-04, eta: 0:39:27, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8117, loss_cls: 1.6483, loss: 1.6483, grad_norm: 4.8358 2021-01-31 05:19:15,470 - mmaction - INFO - Epoch [99][2640/3757] lr: 1.000e-04, eta: 0:39:17, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8273, loss_cls: 1.6298, loss: 1.6298, grad_norm: 4.9280 2021-01-31 05:19:22,032 - mmaction - INFO - Epoch [99][2660/3757] lr: 1.000e-04, eta: 0:39:07, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8195, loss_cls: 1.6427, loss: 1.6427, grad_norm: 4.8985 2021-01-31 05:19:28,083 - mmaction - INFO - Epoch [99][2680/3757] lr: 1.000e-04, eta: 0:38:57, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8359, loss_cls: 1.5602, loss: 1.5602, grad_norm: 4.8423 2021-01-31 05:19:34,699 - mmaction - INFO - Epoch [99][2700/3757] lr: 1.000e-04, eta: 0:38:48, time: 0.331, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8180, loss_cls: 1.6054, loss: 1.6054, grad_norm: 4.8781 2021-01-31 05:19:41,185 - mmaction - INFO - Epoch [99][2720/3757] lr: 1.000e-04, eta: 0:38:38, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8352, loss_cls: 1.5343, loss: 1.5343, grad_norm: 4.7380 2021-01-31 05:19:47,361 - mmaction - INFO - Epoch [99][2740/3757] lr: 1.000e-04, eta: 0:38:28, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8156, loss_cls: 1.6300, loss: 1.6300, grad_norm: 4.8445 2021-01-31 05:19:53,716 - mmaction - INFO - Epoch [99][2760/3757] lr: 1.000e-04, eta: 0:38:18, time: 0.318, data_time: 0.004, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8320, loss_cls: 1.6304, loss: 1.6304, grad_norm: 4.9862 2021-01-31 05:19:59,826 - mmaction - INFO - Epoch [99][2780/3757] lr: 1.000e-04, eta: 0:38:09, time: 0.306, data_time: 0.002, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8445, loss_cls: 1.5074, loss: 1.5074, grad_norm: 4.8047 2021-01-31 05:20:05,845 - mmaction - INFO - Epoch [99][2800/3757] lr: 1.000e-04, eta: 0:37:59, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6154, loss: 1.6154, grad_norm: 4.8403 2021-01-31 05:20:12,060 - mmaction - INFO - Epoch [99][2820/3757] lr: 1.000e-04, eta: 0:37:49, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8133, loss_cls: 1.6814, loss: 1.6814, grad_norm: 5.0001 2021-01-31 05:20:17,881 - mmaction - INFO - Epoch [99][2840/3757] lr: 1.000e-04, eta: 0:37:40, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8242, loss_cls: 1.6001, loss: 1.6001, grad_norm: 4.7707 2021-01-31 05:20:23,916 - mmaction - INFO - Epoch [99][2860/3757] lr: 1.000e-04, eta: 0:37:30, time: 0.302, data_time: 0.000, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5792, loss: 1.5792, grad_norm: 4.8418 2021-01-31 05:20:29,878 - mmaction - INFO - Epoch [99][2880/3757] lr: 1.000e-04, eta: 0:37:20, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8180, loss_cls: 1.5886, loss: 1.5886, grad_norm: 4.7504 2021-01-31 05:20:35,718 - mmaction - INFO - Epoch [99][2900/3757] lr: 1.000e-04, eta: 0:37:10, time: 0.293, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8055, loss_cls: 1.6886, loss: 1.6886, grad_norm: 5.0736 2021-01-31 05:20:41,607 - mmaction - INFO - Epoch [99][2920/3757] lr: 1.000e-04, eta: 0:37:01, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6691, loss: 1.6691, grad_norm: 4.9373 2021-01-31 05:20:47,907 - mmaction - INFO - Epoch [99][2940/3757] lr: 1.000e-04, eta: 0:36:51, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8047, loss_cls: 1.6831, loss: 1.6831, grad_norm: 4.9740 2021-01-31 05:20:53,852 - mmaction - INFO - Epoch [99][2960/3757] lr: 1.000e-04, eta: 0:36:41, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8117, loss_cls: 1.6904, loss: 1.6904, grad_norm: 4.9490 2021-01-31 05:21:00,384 - mmaction - INFO - Epoch [99][2980/3757] lr: 1.000e-04, eta: 0:36:32, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8141, loss_cls: 1.6846, loss: 1.6846, grad_norm: 5.0188 2021-01-31 05:21:06,814 - mmaction - INFO - Epoch [99][3000/3757] lr: 1.000e-04, eta: 0:36:22, time: 0.322, data_time: 0.004, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8164, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.9081 2021-01-31 05:21:13,088 - mmaction - INFO - Epoch [99][3020/3757] lr: 1.000e-04, eta: 0:36:12, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8148, loss_cls: 1.6736, loss: 1.6736, grad_norm: 4.9444 2021-01-31 05:21:20,052 - mmaction - INFO - Epoch [99][3040/3757] lr: 1.000e-04, eta: 0:36:02, time: 0.348, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.5952, loss: 1.5952, grad_norm: 4.9793 2021-01-31 05:21:26,013 - mmaction - INFO - Epoch [99][3060/3757] lr: 1.000e-04, eta: 0:35:53, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8211, loss_cls: 1.6080, loss: 1.6080, grad_norm: 4.9513 2021-01-31 05:21:32,242 - mmaction - INFO - Epoch [99][3080/3757] lr: 1.000e-04, eta: 0:35:43, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8078, loss_cls: 1.6408, loss: 1.6408, grad_norm: 4.9816 2021-01-31 05:21:38,159 - mmaction - INFO - Epoch [99][3100/3757] lr: 1.000e-04, eta: 0:35:33, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8133, loss_cls: 1.6509, loss: 1.6509, grad_norm: 4.7923 2021-01-31 05:21:44,672 - mmaction - INFO - Epoch [99][3120/3757] lr: 1.000e-04, eta: 0:35:24, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.6219, top5_acc: 0.8297, loss_cls: 1.5465, loss: 1.5465, grad_norm: 4.8100 2021-01-31 05:21:51,092 - mmaction - INFO - Epoch [99][3140/3757] lr: 1.000e-04, eta: 0:35:14, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8281, loss_cls: 1.5106, loss: 1.5106, grad_norm: 4.8298 2021-01-31 05:21:56,956 - mmaction - INFO - Epoch [99][3160/3757] lr: 1.000e-04, eta: 0:35:04, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8320, loss_cls: 1.5615, loss: 1.5615, grad_norm: 4.8877 2021-01-31 05:22:02,671 - mmaction - INFO - Epoch [99][3180/3757] lr: 1.000e-04, eta: 0:34:55, time: 0.286, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8180, loss_cls: 1.6357, loss: 1.6357, grad_norm: 4.9544 2021-01-31 05:22:09,249 - mmaction - INFO - Epoch [99][3200/3757] lr: 1.000e-04, eta: 0:34:45, time: 0.328, data_time: 0.001, memory: 3385, top1_acc: 0.6164, top5_acc: 0.8195, loss_cls: 1.6107, loss: 1.6107, grad_norm: 4.7755 2021-01-31 05:22:15,532 - mmaction - INFO - Epoch [99][3220/3757] lr: 1.000e-04, eta: 0:34:35, time: 0.315, data_time: 0.002, memory: 3385, top1_acc: 0.5891, top5_acc: 0.8086, loss_cls: 1.7125, loss: 1.7125, grad_norm: 4.9435 2021-01-31 05:22:21,607 - mmaction - INFO - Epoch [99][3240/3757] lr: 1.000e-04, eta: 0:34:25, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8320, loss_cls: 1.5915, loss: 1.5915, grad_norm: 4.8318 2021-01-31 05:22:27,696 - mmaction - INFO - Epoch [99][3260/3757] lr: 1.000e-04, eta: 0:34:16, time: 0.304, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8125, loss_cls: 1.6462, loss: 1.6462, grad_norm: 4.8513 2021-01-31 05:22:34,329 - mmaction - INFO - Epoch [99][3280/3757] lr: 1.000e-04, eta: 0:34:06, time: 0.332, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8180, loss_cls: 1.5836, loss: 1.5836, grad_norm: 4.8071 2021-01-31 05:22:40,251 - mmaction - INFO - Epoch [99][3300/3757] lr: 1.000e-04, eta: 0:33:56, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6372, loss: 1.6372, grad_norm: 4.9343 2021-01-31 05:22:46,581 - mmaction - INFO - Epoch [99][3320/3757] lr: 1.000e-04, eta: 0:33:47, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.5371, loss: 1.5371, grad_norm: 4.9153 2021-01-31 05:22:52,307 - mmaction - INFO - Epoch [99][3340/3757] lr: 1.000e-04, eta: 0:33:37, time: 0.287, data_time: 0.002, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8273, loss_cls: 1.5928, loss: 1.5928, grad_norm: 4.8622 2021-01-31 05:22:58,726 - mmaction - INFO - Epoch [99][3360/3757] lr: 1.000e-04, eta: 0:33:27, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6505, loss: 1.6505, grad_norm: 4.9304 2021-01-31 05:23:05,095 - mmaction - INFO - Epoch [99][3380/3757] lr: 1.000e-04, eta: 0:33:17, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.6252, loss: 1.6252, grad_norm: 4.9492 2021-01-31 05:23:11,137 - mmaction - INFO - Epoch [99][3400/3757] lr: 1.000e-04, eta: 0:33:08, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8266, loss_cls: 1.6426, loss: 1.6426, grad_norm: 4.9176 2021-01-31 05:23:17,588 - mmaction - INFO - Epoch [99][3420/3757] lr: 1.000e-04, eta: 0:32:58, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8219, loss_cls: 1.6442, loss: 1.6442, grad_norm: 4.8640 2021-01-31 05:23:23,634 - mmaction - INFO - Epoch [99][3440/3757] lr: 1.000e-04, eta: 0:32:48, time: 0.303, data_time: 0.006, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8016, loss_cls: 1.6689, loss: 1.6689, grad_norm: 5.1133 2021-01-31 05:23:29,730 - mmaction - INFO - Epoch [99][3460/3757] lr: 1.000e-04, eta: 0:32:39, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.6860, loss: 1.6860, grad_norm: 4.9307 2021-01-31 05:23:36,182 - mmaction - INFO - Epoch [99][3480/3757] lr: 1.000e-04, eta: 0:32:29, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.6072, loss: 1.6072, grad_norm: 4.8636 2021-01-31 05:23:42,478 - mmaction - INFO - Epoch [99][3500/3757] lr: 1.000e-04, eta: 0:32:19, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8211, loss_cls: 1.6724, loss: 1.6724, grad_norm: 4.8953 2021-01-31 05:23:49,624 - mmaction - INFO - Epoch [99][3520/3757] lr: 1.000e-04, eta: 0:32:10, time: 0.357, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8320, loss_cls: 1.6257, loss: 1.6257, grad_norm: 4.8705 2021-01-31 05:23:56,160 - mmaction - INFO - Epoch [99][3540/3757] lr: 1.000e-04, eta: 0:32:00, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5796, loss: 1.5796, grad_norm: 4.8274 2021-01-31 05:24:02,215 - mmaction - INFO - Epoch [99][3560/3757] lr: 1.000e-04, eta: 0:31:50, time: 0.302, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8156, loss_cls: 1.6252, loss: 1.6252, grad_norm: 4.8467 2021-01-31 05:24:08,821 - mmaction - INFO - Epoch [99][3580/3757] lr: 1.000e-04, eta: 0:31:40, time: 0.331, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8187, loss_cls: 1.6761, loss: 1.6761, grad_norm: 4.9149 2021-01-31 05:24:14,669 - mmaction - INFO - Epoch [99][3600/3757] lr: 1.000e-04, eta: 0:31:31, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.5953, top5_acc: 0.7969, loss_cls: 1.7284, loss: 1.7284, grad_norm: 5.0483 2021-01-31 05:24:21,022 - mmaction - INFO - Epoch [99][3620/3757] lr: 1.000e-04, eta: 0:31:21, time: 0.318, data_time: 0.002, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8047, loss_cls: 1.6914, loss: 1.6914, grad_norm: 4.8761 2021-01-31 05:24:27,456 - mmaction - INFO - Epoch [99][3640/3757] lr: 1.000e-04, eta: 0:31:11, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.5774, loss: 1.5774, grad_norm: 4.7676 2021-01-31 05:24:33,651 - mmaction - INFO - Epoch [99][3660/3757] lr: 1.000e-04, eta: 0:31:02, time: 0.310, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8359, loss_cls: 1.5171, loss: 1.5171, grad_norm: 4.6755 2021-01-31 05:24:40,309 - mmaction - INFO - Epoch [99][3680/3757] lr: 1.000e-04, eta: 0:30:52, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.5914, loss: 1.5914, grad_norm: 4.7337 2021-01-31 05:24:46,273 - mmaction - INFO - Epoch [99][3700/3757] lr: 1.000e-04, eta: 0:30:42, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8273, loss_cls: 1.5904, loss: 1.5904, grad_norm: 4.8451 2021-01-31 05:24:52,532 - mmaction - INFO - Epoch [99][3720/3757] lr: 1.000e-04, eta: 0:30:33, time: 0.312, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6662, loss: 1.6662, grad_norm: 4.9418 2021-01-31 05:24:59,190 - mmaction - INFO - Epoch [99][3740/3757] lr: 1.000e-04, eta: 0:30:23, time: 0.333, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8258, loss_cls: 1.6159, loss: 1.6159, grad_norm: 4.9634 2021-01-31 05:25:17,024 - mmaction - INFO - Saving checkpoint at 99 epochs 2021-01-31 05:34:56,435 - mmaction - INFO - Epoch [100][20/3757] lr: 1.000e-04, eta: 0:30:11, time: 28.960, data_time: 28.613, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.6272, loss: 1.6272, grad_norm: 4.9732 2021-01-31 05:35:00,746 - mmaction - INFO - Epoch [100][40/3757] lr: 1.000e-04, eta: 0:30:01, time: 0.218, data_time: 0.004, memory: 3385, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7596, loss: 1.7596, grad_norm: 4.9705 2021-01-31 05:35:05,025 - mmaction - INFO - Epoch [100][60/3757] lr: 1.000e-04, eta: 0:29:51, time: 0.214, data_time: 0.004, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8375, loss_cls: 1.5668, loss: 1.5668, grad_norm: 4.8386 2021-01-31 05:35:09,186 - mmaction - INFO - Epoch [100][80/3757] lr: 1.000e-04, eta: 0:29:41, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8352, loss_cls: 1.5667, loss: 1.5667, grad_norm: 4.8674 2021-01-31 05:35:13,391 - mmaction - INFO - Epoch [100][100/3757] lr: 1.000e-04, eta: 0:29:32, time: 0.210, data_time: 0.002, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8414, loss_cls: 1.5126, loss: 1.5126, grad_norm: 4.7380 2021-01-31 05:35:17,672 - mmaction - INFO - Epoch [100][120/3757] lr: 1.000e-04, eta: 0:29:22, time: 0.214, data_time: 0.003, memory: 3385, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.5523, loss: 1.5523, grad_norm: 4.7765 2021-01-31 05:35:21,818 - mmaction - INFO - Epoch [100][140/3757] lr: 1.000e-04, eta: 0:29:12, time: 0.207, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8281, loss_cls: 1.5718, loss: 1.5718, grad_norm: 4.8970 2021-01-31 05:35:26,062 - mmaction - INFO - Epoch [100][160/3757] lr: 1.000e-04, eta: 0:29:02, time: 0.208, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8242, loss_cls: 1.6242, loss: 1.6242, grad_norm: 5.1783 2021-01-31 05:35:30,233 - mmaction - INFO - Epoch [100][180/3757] lr: 1.000e-04, eta: 0:28:53, time: 0.212, data_time: 0.006, memory: 3385, top1_acc: 0.5617, top5_acc: 0.7977, loss_cls: 1.8070, loss: 1.8070, grad_norm: 5.2566 2021-01-31 05:35:34,462 - mmaction - INFO - Epoch [100][200/3757] lr: 1.000e-04, eta: 0:28:43, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.5999, loss: 1.5999, grad_norm: 4.9274 2021-01-31 05:35:38,718 - mmaction - INFO - Epoch [100][220/3757] lr: 1.000e-04, eta: 0:28:33, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8070, loss_cls: 1.6764, loss: 1.6764, grad_norm: 4.8903 2021-01-31 05:35:42,869 - mmaction - INFO - Epoch [100][240/3757] lr: 1.000e-04, eta: 0:28:23, time: 0.208, data_time: 0.002, memory: 3385, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6324, loss: 1.6324, grad_norm: 4.8663 2021-01-31 05:35:47,104 - mmaction - INFO - Epoch [100][260/3757] lr: 1.000e-04, eta: 0:28:14, time: 0.212, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8102, loss_cls: 1.7207, loss: 1.7207, grad_norm: 4.9114 2021-01-31 05:35:51,328 - mmaction - INFO - Epoch [100][280/3757] lr: 1.000e-04, eta: 0:28:04, time: 0.211, data_time: 0.001, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.6608, loss: 1.6608, grad_norm: 4.9143 2021-01-31 05:35:55,739 - mmaction - INFO - Epoch [100][300/3757] lr: 1.000e-04, eta: 0:27:54, time: 0.220, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6234, loss: 1.6234, grad_norm: 4.8079 2021-01-31 05:36:00,090 - mmaction - INFO - Epoch [100][320/3757] lr: 1.000e-04, eta: 0:27:44, time: 0.218, data_time: 0.002, memory: 3385, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.5106, loss: 1.5106, grad_norm: 4.8046 2021-01-31 05:36:04,382 - mmaction - INFO - Epoch [100][340/3757] lr: 1.000e-04, eta: 0:27:35, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.6443, loss: 1.6443, grad_norm: 4.7522 2021-01-31 05:36:08,697 - mmaction - INFO - Epoch [100][360/3757] lr: 1.000e-04, eta: 0:27:25, time: 0.215, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.6329, loss: 1.6329, grad_norm: 4.7935 2021-01-31 05:36:13,137 - mmaction - INFO - Epoch [100][380/3757] lr: 1.000e-04, eta: 0:27:15, time: 0.222, data_time: 0.003, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6512, loss: 1.6512, grad_norm: 4.7715 2021-01-31 05:36:17,550 - mmaction - INFO - Epoch [100][400/3757] lr: 1.000e-04, eta: 0:27:06, time: 0.221, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8055, loss_cls: 1.5987, loss: 1.5987, grad_norm: 4.8238 2021-01-31 05:36:21,974 - mmaction - INFO - Epoch [100][420/3757] lr: 1.000e-04, eta: 0:26:56, time: 0.221, data_time: 0.000, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.5930, loss: 1.5930, grad_norm: 4.9717 2021-01-31 05:36:26,373 - mmaction - INFO - Epoch [100][440/3757] lr: 1.000e-04, eta: 0:26:46, time: 0.220, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8180, loss_cls: 1.6072, loss: 1.6072, grad_norm: 4.8014 2021-01-31 05:36:30,920 - mmaction - INFO - Epoch [100][460/3757] lr: 1.000e-04, eta: 0:26:36, time: 0.228, data_time: 0.003, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8352, loss_cls: 1.6002, loss: 1.6002, grad_norm: 4.8997 2021-01-31 05:36:36,094 - mmaction - INFO - Epoch [100][480/3757] lr: 1.000e-04, eta: 0:26:27, time: 0.258, data_time: 0.001, memory: 3385, top1_acc: 0.5852, top5_acc: 0.8156, loss_cls: 1.6580, loss: 1.6580, grad_norm: 4.9087 2021-01-31 05:36:40,605 - mmaction - INFO - Epoch [100][500/3757] lr: 1.000e-04, eta: 0:26:17, time: 0.226, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8281, loss_cls: 1.5880, loss: 1.5880, grad_norm: 4.9244 2021-01-31 05:36:45,249 - mmaction - INFO - Epoch [100][520/3757] lr: 1.000e-04, eta: 0:26:07, time: 0.232, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6112, loss: 1.6112, grad_norm: 4.9034 2021-01-31 05:36:50,647 - mmaction - INFO - Epoch [100][540/3757] lr: 1.000e-04, eta: 0:25:57, time: 0.270, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8352, loss_cls: 1.5510, loss: 1.5510, grad_norm: 4.8178 2021-01-31 05:36:55,274 - mmaction - INFO - Epoch [100][560/3757] lr: 1.000e-04, eta: 0:25:48, time: 0.232, data_time: 0.003, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8180, loss_cls: 1.6688, loss: 1.6688, grad_norm: 5.0014 2021-01-31 05:37:00,593 - mmaction - INFO - Epoch [100][580/3757] lr: 1.000e-04, eta: 0:25:38, time: 0.266, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.6568, loss: 1.6568, grad_norm: 4.9545 2021-01-31 05:37:06,708 - mmaction - INFO - Epoch [100][600/3757] lr: 1.000e-04, eta: 0:25:28, time: 0.305, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8078, loss_cls: 1.6560, loss: 1.6560, grad_norm: 4.8480 2021-01-31 05:37:11,852 - mmaction - INFO - Epoch [100][620/3757] lr: 1.000e-04, eta: 0:25:19, time: 0.258, data_time: 0.003, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6322, loss: 1.6322, grad_norm: 4.8222 2021-01-31 05:37:18,126 - mmaction - INFO - Epoch [100][640/3757] lr: 1.000e-04, eta: 0:25:09, time: 0.314, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8266, loss_cls: 1.5880, loss: 1.5880, grad_norm: 4.8636 2021-01-31 05:37:22,989 - mmaction - INFO - Epoch [100][660/3757] lr: 1.000e-04, eta: 0:24:59, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5857, loss: 1.5857, grad_norm: 4.8395 2021-01-31 05:37:28,542 - mmaction - INFO - Epoch [100][680/3757] lr: 1.000e-04, eta: 0:24:49, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6125, loss: 1.6125, grad_norm: 4.7748 2021-01-31 05:37:34,472 - mmaction - INFO - Epoch [100][700/3757] lr: 1.000e-04, eta: 0:24:40, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8187, loss_cls: 1.5816, loss: 1.5816, grad_norm: 4.7869 2021-01-31 05:37:39,997 - mmaction - INFO - Epoch [100][720/3757] lr: 1.000e-04, eta: 0:24:30, time: 0.277, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.5500, loss: 1.5500, grad_norm: 4.8404 2021-01-31 05:37:44,868 - mmaction - INFO - Epoch [100][740/3757] lr: 1.000e-04, eta: 0:24:20, time: 0.243, data_time: 0.001, memory: 3385, top1_acc: 0.5820, top5_acc: 0.8148, loss_cls: 1.6768, loss: 1.6768, grad_norm: 4.8786 2021-01-31 05:37:50,772 - mmaction - INFO - Epoch [100][760/3757] lr: 1.000e-04, eta: 0:24:11, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.5646, loss: 1.5646, grad_norm: 4.9405 2021-01-31 05:37:56,609 - mmaction - INFO - Epoch [100][780/3757] lr: 1.000e-04, eta: 0:24:01, time: 0.292, data_time: 0.002, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8086, loss_cls: 1.7407, loss: 1.7407, grad_norm: 4.9851 2021-01-31 05:38:02,132 - mmaction - INFO - Epoch [100][800/3757] lr: 1.000e-04, eta: 0:23:51, time: 0.276, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8156, loss_cls: 1.6212, loss: 1.6212, grad_norm: 4.8900 2021-01-31 05:38:08,018 - mmaction - INFO - Epoch [100][820/3757] lr: 1.000e-04, eta: 0:23:41, time: 0.294, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6237, loss: 1.6237, grad_norm: 4.8579 2021-01-31 05:38:13,351 - mmaction - INFO - Epoch [100][840/3757] lr: 1.000e-04, eta: 0:23:32, time: 0.267, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8078, loss_cls: 1.6927, loss: 1.6927, grad_norm: 4.9207 2021-01-31 05:38:19,369 - mmaction - INFO - Epoch [100][860/3757] lr: 1.000e-04, eta: 0:23:22, time: 0.301, data_time: 0.002, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8320, loss_cls: 1.5907, loss: 1.5907, grad_norm: 4.8358 2021-01-31 05:38:25,516 - mmaction - INFO - Epoch [100][880/3757] lr: 1.000e-04, eta: 0:23:12, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6352, top5_acc: 0.8234, loss_cls: 1.6096, loss: 1.6096, grad_norm: 4.8644 2021-01-31 05:38:31,607 - mmaction - INFO - Epoch [100][900/3757] lr: 1.000e-04, eta: 0:23:03, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.5836, top5_acc: 0.8172, loss_cls: 1.6720, loss: 1.6720, grad_norm: 5.0095 2021-01-31 05:38:37,749 - mmaction - INFO - Epoch [100][920/3757] lr: 1.000e-04, eta: 0:22:53, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8203, loss_cls: 1.6165, loss: 1.6165, grad_norm: 4.9553 2021-01-31 05:38:43,727 - mmaction - INFO - Epoch [100][940/3757] lr: 1.000e-04, eta: 0:22:43, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.6469, loss: 1.6469, grad_norm: 4.9853 2021-01-31 05:38:49,746 - mmaction - INFO - Epoch [100][960/3757] lr: 1.000e-04, eta: 0:22:33, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8273, loss_cls: 1.6017, loss: 1.6017, grad_norm: 4.8594 2021-01-31 05:38:55,393 - mmaction - INFO - Epoch [100][980/3757] lr: 1.000e-04, eta: 0:22:24, time: 0.283, data_time: 0.001, memory: 3385, top1_acc: 0.5930, top5_acc: 0.8180, loss_cls: 1.6663, loss: 1.6663, grad_norm: 5.0281 2021-01-31 05:39:01,377 - mmaction - INFO - Epoch [100][1000/3757] lr: 1.000e-04, eta: 0:22:14, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8008, loss_cls: 1.6974, loss: 1.6974, grad_norm: 5.0875 2021-01-31 05:39:06,975 - mmaction - INFO - Epoch [100][1020/3757] lr: 1.000e-04, eta: 0:22:04, time: 0.280, data_time: 0.003, memory: 3385, top1_acc: 0.6266, top5_acc: 0.7969, loss_cls: 1.6136, loss: 1.6136, grad_norm: 4.7834 2021-01-31 05:39:13,145 - mmaction - INFO - Epoch [100][1040/3757] lr: 1.000e-04, eta: 0:21:55, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6321, loss: 1.6321, grad_norm: 4.9701 2021-01-31 05:39:18,837 - mmaction - INFO - Epoch [100][1060/3757] lr: 1.000e-04, eta: 0:21:45, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8156, loss_cls: 1.6426, loss: 1.6426, grad_norm: 4.8877 2021-01-31 05:39:25,532 - mmaction - INFO - Epoch [100][1080/3757] lr: 1.000e-04, eta: 0:21:35, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6325, loss: 1.6325, grad_norm: 4.9563 2021-01-31 05:39:31,931 - mmaction - INFO - Epoch [100][1100/3757] lr: 1.000e-04, eta: 0:21:25, time: 0.320, data_time: 0.004, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8359, loss_cls: 1.5732, loss: 1.5732, grad_norm: 4.8345 2021-01-31 05:39:37,845 - mmaction - INFO - Epoch [100][1120/3757] lr: 1.000e-04, eta: 0:21:16, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6390, loss: 1.6390, grad_norm: 4.8686 2021-01-31 05:39:44,300 - mmaction - INFO - Epoch [100][1140/3757] lr: 1.000e-04, eta: 0:21:06, time: 0.322, data_time: 0.004, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5876, loss: 1.5876, grad_norm: 4.8492 2021-01-31 05:39:49,957 - mmaction - INFO - Epoch [100][1160/3757] lr: 1.000e-04, eta: 0:20:56, time: 0.283, data_time: 0.003, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8266, loss_cls: 1.5781, loss: 1.5781, grad_norm: 4.7157 2021-01-31 05:39:56,777 - mmaction - INFO - Epoch [100][1180/3757] lr: 1.000e-04, eta: 0:20:47, time: 0.341, data_time: 0.001, memory: 3385, top1_acc: 0.6109, top5_acc: 0.8359, loss_cls: 1.5362, loss: 1.5362, grad_norm: 4.8449 2021-01-31 05:40:03,492 - mmaction - INFO - Epoch [100][1200/3757] lr: 1.000e-04, eta: 0:20:37, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6210, loss: 1.6210, grad_norm: 4.9160 2021-01-31 05:40:09,673 - mmaction - INFO - Epoch [100][1220/3757] lr: 1.000e-04, eta: 0:20:27, time: 0.309, data_time: 0.002, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8289, loss_cls: 1.5500, loss: 1.5500, grad_norm: 4.8786 2021-01-31 05:40:15,354 - mmaction - INFO - Epoch [100][1240/3757] lr: 1.000e-04, eta: 0:20:18, time: 0.284, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8164, loss_cls: 1.6381, loss: 1.6381, grad_norm: 4.8883 2021-01-31 05:40:22,190 - mmaction - INFO - Epoch [100][1260/3757] lr: 1.000e-04, eta: 0:20:08, time: 0.342, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8164, loss_cls: 1.5898, loss: 1.5898, grad_norm: 4.7888 2021-01-31 05:40:28,442 - mmaction - INFO - Epoch [100][1280/3757] lr: 1.000e-04, eta: 0:19:58, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8141, loss_cls: 1.6313, loss: 1.6313, grad_norm: 4.9395 2021-01-31 05:40:34,773 - mmaction - INFO - Epoch [100][1300/3757] lr: 1.000e-04, eta: 0:19:48, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8336, loss_cls: 1.5602, loss: 1.5602, grad_norm: 4.8855 2021-01-31 05:40:40,743 - mmaction - INFO - Epoch [100][1320/3757] lr: 1.000e-04, eta: 0:19:39, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.6091, loss: 1.6091, grad_norm: 4.9158 2021-01-31 05:40:47,341 - mmaction - INFO - Epoch [100][1340/3757] lr: 1.000e-04, eta: 0:19:29, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5734, loss: 1.5734, grad_norm: 4.9015 2021-01-31 05:40:53,222 - mmaction - INFO - Epoch [100][1360/3757] lr: 1.000e-04, eta: 0:19:19, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5859, top5_acc: 0.8031, loss_cls: 1.6742, loss: 1.6742, grad_norm: 4.9440 2021-01-31 05:40:59,354 - mmaction - INFO - Epoch [100][1380/3757] lr: 1.000e-04, eta: 0:19:10, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8070, loss_cls: 1.6845, loss: 1.6845, grad_norm: 5.0226 2021-01-31 05:41:05,132 - mmaction - INFO - Epoch [100][1400/3757] lr: 1.000e-04, eta: 0:19:00, time: 0.288, data_time: 0.001, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8492, loss_cls: 1.5367, loss: 1.5367, grad_norm: 4.8694 2021-01-31 05:41:11,811 - mmaction - INFO - Epoch [100][1420/3757] lr: 1.000e-04, eta: 0:18:50, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8406, loss_cls: 1.5685, loss: 1.5685, grad_norm: 4.9112 2021-01-31 05:41:17,935 - mmaction - INFO - Epoch [100][1440/3757] lr: 1.000e-04, eta: 0:18:41, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.5828, top5_acc: 0.8063, loss_cls: 1.7340, loss: 1.7340, grad_norm: 5.0216 2021-01-31 05:41:23,909 - mmaction - INFO - Epoch [100][1460/3757] lr: 1.000e-04, eta: 0:18:31, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.5891, top5_acc: 0.7992, loss_cls: 1.6821, loss: 1.6821, grad_norm: 4.9476 2021-01-31 05:41:30,361 - mmaction - INFO - Epoch [100][1480/3757] lr: 1.000e-04, eta: 0:18:21, time: 0.323, data_time: 0.002, memory: 3385, top1_acc: 0.6172, top5_acc: 0.8234, loss_cls: 1.5350, loss: 1.5350, grad_norm: 4.8968 2021-01-31 05:41:36,796 - mmaction - INFO - Epoch [100][1500/3757] lr: 1.000e-04, eta: 0:18:11, time: 0.322, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.6197, loss: 1.6197, grad_norm: 4.8191 2021-01-31 05:41:42,825 - mmaction - INFO - Epoch [100][1520/3757] lr: 1.000e-04, eta: 0:18:02, time: 0.301, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8258, loss_cls: 1.5990, loss: 1.5990, grad_norm: 4.8950 2021-01-31 05:41:49,259 - mmaction - INFO - Epoch [100][1540/3757] lr: 1.000e-04, eta: 0:17:52, time: 0.321, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8211, loss_cls: 1.6487, loss: 1.6487, grad_norm: 4.9546 2021-01-31 05:41:55,731 - mmaction - INFO - Epoch [100][1560/3757] lr: 1.000e-04, eta: 0:17:42, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8094, loss_cls: 1.6584, loss: 1.6584, grad_norm: 4.7469 2021-01-31 05:42:01,742 - mmaction - INFO - Epoch [100][1580/3757] lr: 1.000e-04, eta: 0:17:33, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8297, loss_cls: 1.5795, loss: 1.5795, grad_norm: 4.8977 2021-01-31 05:42:07,567 - mmaction - INFO - Epoch [100][1600/3757] lr: 1.000e-04, eta: 0:17:23, time: 0.295, data_time: 0.005, memory: 3385, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.6718, loss: 1.6718, grad_norm: 4.9699 2021-01-31 05:42:14,143 - mmaction - INFO - Epoch [100][1620/3757] lr: 1.000e-04, eta: 0:17:13, time: 0.329, data_time: 0.002, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8164, loss_cls: 1.6185, loss: 1.6185, grad_norm: 4.9309 2021-01-31 05:42:20,737 - mmaction - INFO - Epoch [100][1640/3757] lr: 1.000e-04, eta: 0:17:04, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8094, loss_cls: 1.6484, loss: 1.6484, grad_norm: 4.9072 2021-01-31 05:42:26,437 - mmaction - INFO - Epoch [100][1660/3757] lr: 1.000e-04, eta: 0:16:54, time: 0.285, data_time: 0.002, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8242, loss_cls: 1.6042, loss: 1.6042, grad_norm: 4.9080 2021-01-31 05:42:32,881 - mmaction - INFO - Epoch [100][1680/3757] lr: 1.000e-04, eta: 0:16:44, time: 0.322, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8203, loss_cls: 1.7427, loss: 1.7427, grad_norm: 5.0062 2021-01-31 05:42:39,215 - mmaction - INFO - Epoch [100][1700/3757] lr: 1.000e-04, eta: 0:16:34, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8117, loss_cls: 1.5823, loss: 1.5823, grad_norm: 4.7997 2021-01-31 05:42:45,971 - mmaction - INFO - Epoch [100][1720/3757] lr: 1.000e-04, eta: 0:16:25, time: 0.338, data_time: 0.001, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.8622 2021-01-31 05:42:52,563 - mmaction - INFO - Epoch [100][1740/3757] lr: 1.000e-04, eta: 0:16:15, time: 0.329, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8148, loss_cls: 1.6410, loss: 1.6410, grad_norm: 4.8273 2021-01-31 05:42:58,824 - mmaction - INFO - Epoch [100][1760/3757] lr: 1.000e-04, eta: 0:16:05, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.6649, loss: 1.6649, grad_norm: 4.9200 2021-01-31 05:43:04,769 - mmaction - INFO - Epoch [100][1780/3757] lr: 1.000e-04, eta: 0:15:56, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8258, loss_cls: 1.6061, loss: 1.6061, grad_norm: 4.8457 2021-01-31 05:43:10,991 - mmaction - INFO - Epoch [100][1800/3757] lr: 1.000e-04, eta: 0:15:46, time: 0.311, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8070, loss_cls: 1.6832, loss: 1.6832, grad_norm: 4.9411 2021-01-31 05:43:17,672 - mmaction - INFO - Epoch [100][1820/3757] lr: 1.000e-04, eta: 0:15:36, time: 0.334, data_time: 0.001, memory: 3385, top1_acc: 0.6445, top5_acc: 0.8164, loss_cls: 1.5330, loss: 1.5330, grad_norm: 4.6615 2021-01-31 05:43:23,739 - mmaction - INFO - Epoch [100][1840/3757] lr: 1.000e-04, eta: 0:15:27, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.6102, top5_acc: 0.8180, loss_cls: 1.6639, loss: 1.6639, grad_norm: 4.9592 2021-01-31 05:43:30,244 - mmaction - INFO - Epoch [100][1860/3757] lr: 1.000e-04, eta: 0:15:17, time: 0.326, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.6644, loss: 1.6644, grad_norm: 4.9034 2021-01-31 05:43:37,309 - mmaction - INFO - Epoch [100][1880/3757] lr: 1.000e-04, eta: 0:15:07, time: 0.353, data_time: 0.000, memory: 3385, top1_acc: 0.6312, top5_acc: 0.8289, loss_cls: 1.5657, loss: 1.5657, grad_norm: 4.6709 2021-01-31 05:43:42,770 - mmaction - INFO - Epoch [100][1900/3757] lr: 1.000e-04, eta: 0:14:58, time: 0.273, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.7945, loss_cls: 1.7234, loss: 1.7234, grad_norm: 5.0163 2021-01-31 05:43:49,230 - mmaction - INFO - Epoch [100][1920/3757] lr: 1.000e-04, eta: 0:14:48, time: 0.323, data_time: 0.003, memory: 3385, top1_acc: 0.6203, top5_acc: 0.8258, loss_cls: 1.5980, loss: 1.5980, grad_norm: 4.8645 2021-01-31 05:43:54,952 - mmaction - INFO - Epoch [100][1940/3757] lr: 1.000e-04, eta: 0:14:38, time: 0.286, data_time: 0.004, memory: 3385, top1_acc: 0.6266, top5_acc: 0.8281, loss_cls: 1.5658, loss: 1.5658, grad_norm: 4.8563 2021-01-31 05:44:02,022 - mmaction - INFO - Epoch [100][1960/3757] lr: 1.000e-04, eta: 0:14:29, time: 0.354, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8250, loss_cls: 1.6510, loss: 1.6510, grad_norm: 4.8575 2021-01-31 05:44:08,448 - mmaction - INFO - Epoch [100][1980/3757] lr: 1.000e-04, eta: 0:14:19, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.6336, top5_acc: 0.8227, loss_cls: 1.5912, loss: 1.5912, grad_norm: 4.7888 2021-01-31 05:44:14,628 - mmaction - INFO - Epoch [100][2000/3757] lr: 1.000e-04, eta: 0:14:09, time: 0.308, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.6889, loss: 1.6889, grad_norm: 4.9612 2021-01-31 05:44:20,718 - mmaction - INFO - Epoch [100][2020/3757] lr: 1.000e-04, eta: 0:13:59, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6031, top5_acc: 0.7992, loss_cls: 1.6983, loss: 1.6983, grad_norm: 4.9831 2021-01-31 05:44:26,666 - mmaction - INFO - Epoch [100][2040/3757] lr: 1.000e-04, eta: 0:13:50, time: 0.297, data_time: 0.001, memory: 3385, top1_acc: 0.6070, top5_acc: 0.8273, loss_cls: 1.6073, loss: 1.6073, grad_norm: 4.7515 2021-01-31 05:44:33,684 - mmaction - INFO - Epoch [100][2060/3757] lr: 1.000e-04, eta: 0:13:40, time: 0.352, data_time: 0.003, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8406, loss_cls: 1.5444, loss: 1.5444, grad_norm: 4.8264 2021-01-31 05:44:39,161 - mmaction - INFO - Epoch [100][2080/3757] lr: 1.000e-04, eta: 0:13:30, time: 0.274, data_time: 0.001, memory: 3385, top1_acc: 0.6039, top5_acc: 0.8125, loss_cls: 1.6641, loss: 1.6641, grad_norm: 4.9237 2021-01-31 05:44:46,187 - mmaction - INFO - Epoch [100][2100/3757] lr: 1.000e-04, eta: 0:13:21, time: 0.351, data_time: 0.002, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8258, loss_cls: 1.5967, loss: 1.5967, grad_norm: 4.8933 2021-01-31 05:44:52,742 - mmaction - INFO - Epoch [100][2120/3757] lr: 1.000e-04, eta: 0:13:11, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8305, loss_cls: 1.5668, loss: 1.5668, grad_norm: 4.8514 2021-01-31 05:44:58,959 - mmaction - INFO - Epoch [100][2140/3757] lr: 1.000e-04, eta: 0:13:01, time: 0.311, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8117, loss_cls: 1.6564, loss: 1.6564, grad_norm: 4.9637 2021-01-31 05:45:04,809 - mmaction - INFO - Epoch [100][2160/3757] lr: 1.000e-04, eta: 0:12:52, time: 0.292, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8164, loss_cls: 1.6255, loss: 1.6255, grad_norm: 4.8436 2021-01-31 05:45:10,773 - mmaction - INFO - Epoch [100][2180/3757] lr: 1.000e-04, eta: 0:12:42, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8336, loss_cls: 1.5940, loss: 1.5940, grad_norm: 4.9313 2021-01-31 05:45:17,172 - mmaction - INFO - Epoch [100][2200/3757] lr: 1.000e-04, eta: 0:12:32, time: 0.321, data_time: 0.002, memory: 3385, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7124, loss: 1.7124, grad_norm: 4.9632 2021-01-31 05:45:23,436 - mmaction - INFO - Epoch [100][2220/3757] lr: 1.000e-04, eta: 0:12:23, time: 0.313, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8273, loss_cls: 1.6084, loss: 1.6084, grad_norm: 5.0071 2021-01-31 05:45:29,319 - mmaction - INFO - Epoch [100][2240/3757] lr: 1.000e-04, eta: 0:12:13, time: 0.294, data_time: 0.004, memory: 3385, top1_acc: 0.6117, top5_acc: 0.8047, loss_cls: 1.6651, loss: 1.6651, grad_norm: 4.8299 2021-01-31 05:45:35,475 - mmaction - INFO - Epoch [100][2260/3757] lr: 1.000e-04, eta: 0:12:03, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.5914, top5_acc: 0.8156, loss_cls: 1.6981, loss: 1.6981, grad_norm: 4.9677 2021-01-31 05:45:41,443 - mmaction - INFO - Epoch [100][2280/3757] lr: 1.000e-04, eta: 0:11:54, time: 0.298, data_time: 0.001, memory: 3385, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6268, loss: 1.6268, grad_norm: 4.8526 2021-01-31 05:45:48,556 - mmaction - INFO - Epoch [100][2300/3757] lr: 1.000e-04, eta: 0:11:44, time: 0.356, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8109, loss_cls: 1.7074, loss: 1.7074, grad_norm: 4.9807 2021-01-31 05:45:54,869 - mmaction - INFO - Epoch [100][2320/3757] lr: 1.000e-04, eta: 0:11:34, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.6661, loss: 1.6661, grad_norm: 4.9309 2021-01-31 05:46:00,827 - mmaction - INFO - Epoch [100][2340/3757] lr: 1.000e-04, eta: 0:11:25, time: 0.299, data_time: 0.003, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.5575, loss: 1.5575, grad_norm: 4.7370 2021-01-31 05:46:07,217 - mmaction - INFO - Epoch [100][2360/3757] lr: 1.000e-04, eta: 0:11:15, time: 0.319, data_time: 0.000, memory: 3385, top1_acc: 0.6078, top5_acc: 0.8195, loss_cls: 1.6375, loss: 1.6375, grad_norm: 4.9425 2021-01-31 05:46:13,788 - mmaction - INFO - Epoch [100][2380/3757] lr: 1.000e-04, eta: 0:11:05, time: 0.328, data_time: 0.002, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8352, loss_cls: 1.5888, loss: 1.5888, grad_norm: 4.8123 2021-01-31 05:46:20,285 - mmaction - INFO - Epoch [100][2400/3757] lr: 1.000e-04, eta: 0:10:55, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8250, loss_cls: 1.6441, loss: 1.6441, grad_norm: 4.9566 2021-01-31 05:46:26,890 - mmaction - INFO - Epoch [100][2420/3757] lr: 1.000e-04, eta: 0:10:46, time: 0.330, data_time: 0.003, memory: 3385, top1_acc: 0.5992, top5_acc: 0.8219, loss_cls: 1.6561, loss: 1.6561, grad_norm: 4.8641 2021-01-31 05:46:33,033 - mmaction - INFO - Epoch [100][2440/3757] lr: 1.000e-04, eta: 0:10:36, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6851, loss: 1.6851, grad_norm: 5.0367 2021-01-31 05:46:39,737 - mmaction - INFO - Epoch [100][2460/3757] lr: 1.000e-04, eta: 0:10:26, time: 0.335, data_time: 0.003, memory: 3385, top1_acc: 0.5727, top5_acc: 0.8047, loss_cls: 1.7299, loss: 1.7299, grad_norm: 4.9878 2021-01-31 05:46:45,538 - mmaction - INFO - Epoch [100][2480/3757] lr: 1.000e-04, eta: 0:10:17, time: 0.290, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.5528, loss: 1.5528, grad_norm: 4.6800 2021-01-31 05:46:51,851 - mmaction - INFO - Epoch [100][2500/3757] lr: 1.000e-04, eta: 0:10:07, time: 0.315, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.6079, loss: 1.6079, grad_norm: 4.7758 2021-01-31 05:46:58,448 - mmaction - INFO - Epoch [100][2520/3757] lr: 1.000e-04, eta: 0:09:57, time: 0.330, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8195, loss_cls: 1.5860, loss: 1.5860, grad_norm: 4.8565 2021-01-31 05:47:04,853 - mmaction - INFO - Epoch [100][2540/3757] lr: 1.000e-04, eta: 0:09:48, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8242, loss_cls: 1.6442, loss: 1.6442, grad_norm: 4.9278 2021-01-31 05:47:10,970 - mmaction - INFO - Epoch [100][2560/3757] lr: 1.000e-04, eta: 0:09:38, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.5800, loss: 1.5800, grad_norm: 4.8407 2021-01-31 05:47:17,506 - mmaction - INFO - Epoch [100][2580/3757] lr: 1.000e-04, eta: 0:09:28, time: 0.327, data_time: 0.001, memory: 3385, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.5242, loss: 1.5242, grad_norm: 4.7792 2021-01-31 05:47:23,704 - mmaction - INFO - Epoch [100][2600/3757] lr: 1.000e-04, eta: 0:09:19, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5977, top5_acc: 0.8266, loss_cls: 1.6163, loss: 1.6163, grad_norm: 4.8640 2021-01-31 05:47:30,214 - mmaction - INFO - Epoch [100][2620/3757] lr: 1.000e-04, eta: 0:09:09, time: 0.325, data_time: 0.001, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8438, loss_cls: 1.4954, loss: 1.4954, grad_norm: 4.6463 2021-01-31 05:47:36,607 - mmaction - INFO - Epoch [100][2640/3757] lr: 1.000e-04, eta: 0:08:59, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.6585, loss: 1.6585, grad_norm: 4.9824 2021-01-31 05:47:42,477 - mmaction - INFO - Epoch [100][2660/3757] lr: 1.000e-04, eta: 0:08:50, time: 0.293, data_time: 0.001, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8102, loss_cls: 1.6315, loss: 1.6315, grad_norm: 4.8795 2021-01-31 05:47:48,732 - mmaction - INFO - Epoch [100][2680/3757] lr: 1.000e-04, eta: 0:08:40, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8289, loss_cls: 1.5953, loss: 1.5953, grad_norm: 4.8844 2021-01-31 05:47:55,248 - mmaction - INFO - Epoch [100][2700/3757] lr: 1.000e-04, eta: 0:08:30, time: 0.327, data_time: 0.002, memory: 3385, top1_acc: 0.6211, top5_acc: 0.8438, loss_cls: 1.5329, loss: 1.5329, grad_norm: 4.7858 2021-01-31 05:48:01,740 - mmaction - INFO - Epoch [100][2720/3757] lr: 1.000e-04, eta: 0:08:21, time: 0.324, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6364, loss: 1.6364, grad_norm: 4.8831 2021-01-31 05:48:08,468 - mmaction - INFO - Epoch [100][2740/3757] lr: 1.000e-04, eta: 0:08:11, time: 0.336, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8305, loss_cls: 1.6258, loss: 1.6258, grad_norm: 4.9950 2021-01-31 05:48:14,585 - mmaction - INFO - Epoch [100][2760/3757] lr: 1.000e-04, eta: 0:08:01, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6023, top5_acc: 0.8063, loss_cls: 1.7056, loss: 1.7056, grad_norm: 4.9288 2021-01-31 05:48:20,972 - mmaction - INFO - Epoch [100][2780/3757] lr: 1.000e-04, eta: 0:07:52, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6422, top5_acc: 0.8445, loss_cls: 1.5048, loss: 1.5048, grad_norm: 4.7155 2021-01-31 05:48:27,344 - mmaction - INFO - Epoch [100][2800/3757] lr: 1.000e-04, eta: 0:07:42, time: 0.319, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.6296, loss: 1.6296, grad_norm: 4.9015 2021-01-31 05:48:33,400 - mmaction - INFO - Epoch [100][2820/3757] lr: 1.000e-04, eta: 0:07:32, time: 0.303, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8266, loss_cls: 1.6806, loss: 1.6806, grad_norm: 4.9783 2021-01-31 05:48:39,794 - mmaction - INFO - Epoch [100][2840/3757] lr: 1.000e-04, eta: 0:07:23, time: 0.319, data_time: 0.004, memory: 3385, top1_acc: 0.5781, top5_acc: 0.8102, loss_cls: 1.7171, loss: 1.7171, grad_norm: 5.0278 2021-01-31 05:48:46,588 - mmaction - INFO - Epoch [100][2860/3757] lr: 1.000e-04, eta: 0:07:13, time: 0.340, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8359, loss_cls: 1.5120, loss: 1.5120, grad_norm: 4.8054 2021-01-31 05:48:52,552 - mmaction - INFO - Epoch [100][2880/3757] lr: 1.000e-04, eta: 0:07:03, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7476, loss: 1.7476, grad_norm: 5.0824 2021-01-31 05:48:58,501 - mmaction - INFO - Epoch [100][2900/3757] lr: 1.000e-04, eta: 0:06:54, time: 0.298, data_time: 0.002, memory: 3385, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.4750, loss: 1.4750, grad_norm: 4.7075 2021-01-31 05:49:05,419 - mmaction - INFO - Epoch [100][2920/3757] lr: 1.000e-04, eta: 0:06:44, time: 0.346, data_time: 0.001, memory: 3385, top1_acc: 0.6031, top5_acc: 0.8031, loss_cls: 1.6853, loss: 1.6853, grad_norm: 4.9181 2021-01-31 05:49:11,835 - mmaction - INFO - Epoch [100][2940/3757] lr: 1.000e-04, eta: 0:06:34, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.6250, top5_acc: 0.8172, loss_cls: 1.6065, loss: 1.6065, grad_norm: 4.8758 2021-01-31 05:49:18,229 - mmaction - INFO - Epoch [100][2960/3757] lr: 1.000e-04, eta: 0:06:25, time: 0.320, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.6161, loss: 1.6161, grad_norm: 4.9577 2021-01-31 05:49:24,373 - mmaction - INFO - Epoch [100][2980/3757] lr: 1.000e-04, eta: 0:06:15, time: 0.307, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8156, loss_cls: 1.6021, loss: 1.6021, grad_norm: 4.8622 2021-01-31 05:49:30,964 - mmaction - INFO - Epoch [100][3000/3757] lr: 1.000e-04, eta: 0:06:05, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8023, loss_cls: 1.6666, loss: 1.6666, grad_norm: 4.9924 2021-01-31 05:49:37,185 - mmaction - INFO - Epoch [100][3020/3757] lr: 1.000e-04, eta: 0:05:56, time: 0.310, data_time: 0.002, memory: 3385, top1_acc: 0.5984, top5_acc: 0.8063, loss_cls: 1.6986, loss: 1.6986, grad_norm: 4.9946 2021-01-31 05:49:43,159 - mmaction - INFO - Epoch [100][3040/3757] lr: 1.000e-04, eta: 0:05:46, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8141, loss_cls: 1.5792, loss: 1.5792, grad_norm: 4.7210 2021-01-31 05:49:49,039 - mmaction - INFO - Epoch [100][3060/3757] lr: 1.000e-04, eta: 0:05:36, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.5883, top5_acc: 0.8102, loss_cls: 1.6792, loss: 1.6792, grad_norm: 5.0468 2021-01-31 05:49:55,362 - mmaction - INFO - Epoch [100][3080/3757] lr: 1.000e-04, eta: 0:05:27, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5961, top5_acc: 0.7984, loss_cls: 1.6892, loss: 1.6892, grad_norm: 4.9146 2021-01-31 05:50:01,113 - mmaction - INFO - Epoch [100][3100/3757] lr: 1.000e-04, eta: 0:05:17, time: 0.287, data_time: 0.001, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8117, loss_cls: 1.6894, loss: 1.6894, grad_norm: 5.0140 2021-01-31 05:50:07,044 - mmaction - INFO - Epoch [100][3120/3757] lr: 1.000e-04, eta: 0:05:07, time: 0.296, data_time: 0.002, memory: 3385, top1_acc: 0.6391, top5_acc: 0.8328, loss_cls: 1.5784, loss: 1.5784, grad_norm: 4.8883 2021-01-31 05:50:13,317 - mmaction - INFO - Epoch [100][3140/3757] lr: 1.000e-04, eta: 0:04:58, time: 0.314, data_time: 0.002, memory: 3385, top1_acc: 0.6227, top5_acc: 0.8266, loss_cls: 1.5757, loss: 1.5757, grad_norm: 4.7441 2021-01-31 05:50:19,638 - mmaction - INFO - Epoch [100][3160/3757] lr: 1.000e-04, eta: 0:04:48, time: 0.316, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.6167, loss: 1.6167, grad_norm: 4.8687 2021-01-31 05:50:25,310 - mmaction - INFO - Epoch [100][3180/3757] lr: 1.000e-04, eta: 0:04:38, time: 0.283, data_time: 0.002, memory: 3385, top1_acc: 0.5969, top5_acc: 0.8078, loss_cls: 1.6841, loss: 1.6841, grad_norm: 4.9791 2021-01-31 05:50:31,683 - mmaction - INFO - Epoch [100][3200/3757] lr: 1.000e-04, eta: 0:04:29, time: 0.319, data_time: 0.001, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8242, loss_cls: 1.5781, loss: 1.5781, grad_norm: 4.9388 2021-01-31 05:50:38,024 - mmaction - INFO - Epoch [100][3220/3757] lr: 1.000e-04, eta: 0:04:19, time: 0.317, data_time: 0.002, memory: 3385, top1_acc: 0.5898, top5_acc: 0.8063, loss_cls: 1.7300, loss: 1.7300, grad_norm: 4.9839 2021-01-31 05:50:43,757 - mmaction - INFO - Epoch [100][3240/3757] lr: 1.000e-04, eta: 0:04:09, time: 0.287, data_time: 0.003, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8281, loss_cls: 1.6038, loss: 1.6038, grad_norm: 4.9149 2021-01-31 05:50:49,632 - mmaction - INFO - Epoch [100][3260/3757] lr: 1.000e-04, eta: 0:04:00, time: 0.294, data_time: 0.002, memory: 3385, top1_acc: 0.6242, top5_acc: 0.8234, loss_cls: 1.5965, loss: 1.5965, grad_norm: 4.8067 2021-01-31 05:50:55,540 - mmaction - INFO - Epoch [100][3280/3757] lr: 1.000e-04, eta: 0:03:50, time: 0.295, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8016, loss_cls: 1.6846, loss: 1.6846, grad_norm: 4.9233 2021-01-31 05:51:01,933 - mmaction - INFO - Epoch [100][3300/3757] lr: 1.000e-04, eta: 0:03:40, time: 0.320, data_time: 0.001, memory: 3385, top1_acc: 0.6195, top5_acc: 0.8320, loss_cls: 1.5599, loss: 1.5599, grad_norm: 4.8170 2021-01-31 05:51:07,534 - mmaction - INFO - Epoch [100][3320/3757] lr: 1.000e-04, eta: 0:03:31, time: 0.280, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6227, loss: 1.6227, grad_norm: 4.8416 2021-01-31 05:51:14,243 - mmaction - INFO - Epoch [100][3340/3757] lr: 1.000e-04, eta: 0:03:21, time: 0.335, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8281, loss_cls: 1.5959, loss: 1.5959, grad_norm: 4.7832 2021-01-31 05:51:19,795 - mmaction - INFO - Epoch [100][3360/3757] lr: 1.000e-04, eta: 0:03:11, time: 0.278, data_time: 0.001, memory: 3385, top1_acc: 0.6125, top5_acc: 0.8266, loss_cls: 1.6186, loss: 1.6186, grad_norm: 4.8477 2021-01-31 05:51:26,315 - mmaction - INFO - Epoch [100][3380/3757] lr: 1.000e-04, eta: 0:03:02, time: 0.326, data_time: 0.001, memory: 3385, top1_acc: 0.6141, top5_acc: 0.8344, loss_cls: 1.5812, loss: 1.5812, grad_norm: 4.8123 2021-01-31 05:51:32,297 - mmaction - INFO - Epoch [100][3400/3757] lr: 1.000e-04, eta: 0:02:52, time: 0.299, data_time: 0.001, memory: 3385, top1_acc: 0.6133, top5_acc: 0.8406, loss_cls: 1.5665, loss: 1.5665, grad_norm: 4.8549 2021-01-31 05:51:37,866 - mmaction - INFO - Epoch [100][3420/3757] lr: 1.000e-04, eta: 0:02:42, time: 0.279, data_time: 0.002, memory: 3385, top1_acc: 0.5953, top5_acc: 0.8313, loss_cls: 1.6031, loss: 1.6031, grad_norm: 4.9259 2021-01-31 05:51:43,654 - mmaction - INFO - Epoch [100][3440/3757] lr: 1.000e-04, eta: 0:02:33, time: 0.289, data_time: 0.001, memory: 3385, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6052, loss: 1.6052, grad_norm: 4.8765 2021-01-31 05:51:49,913 - mmaction - INFO - Epoch [100][3460/3757] lr: 1.000e-04, eta: 0:02:23, time: 0.313, data_time: 0.002, memory: 3385, top1_acc: 0.6234, top5_acc: 0.8320, loss_cls: 1.5544, loss: 1.5544, grad_norm: 4.8143 2021-01-31 05:51:56,226 - mmaction - INFO - Epoch [100][3480/3757] lr: 1.000e-04, eta: 0:02:13, time: 0.316, data_time: 0.002, memory: 3385, top1_acc: 0.5750, top5_acc: 0.7922, loss_cls: 1.7449, loss: 1.7449, grad_norm: 5.0623 2021-01-31 05:52:02,421 - mmaction - INFO - Epoch [100][3500/3757] lr: 1.000e-04, eta: 0:02:04, time: 0.309, data_time: 0.001, memory: 3385, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5537, loss: 1.5537, grad_norm: 4.9149 2021-01-31 05:52:08,509 - mmaction - INFO - Epoch [100][3520/3757] lr: 1.000e-04, eta: 0:01:54, time: 0.305, data_time: 0.002, memory: 3385, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6400, loss: 1.6400, grad_norm: 4.8817 2021-01-31 05:52:14,454 - mmaction - INFO - Epoch [100][3540/3757] lr: 1.000e-04, eta: 0:01:44, time: 0.297, data_time: 0.002, memory: 3385, top1_acc: 0.6180, top5_acc: 0.8414, loss_cls: 1.5402, loss: 1.5402, grad_norm: 4.8045 2021-01-31 05:52:20,380 - mmaction - INFO - Epoch [100][3560/3757] lr: 1.000e-04, eta: 0:01:35, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8250, loss_cls: 1.5971, loss: 1.5971, grad_norm: 4.8512 2021-01-31 05:52:26,537 - mmaction - INFO - Epoch [100][3580/3757] lr: 1.000e-04, eta: 0:01:25, time: 0.308, data_time: 0.002, memory: 3385, top1_acc: 0.6359, top5_acc: 0.8422, loss_cls: 1.5121, loss: 1.5121, grad_norm: 4.8108 2021-01-31 05:52:32,463 - mmaction - INFO - Epoch [100][3600/3757] lr: 1.000e-04, eta: 0:01:15, time: 0.296, data_time: 0.001, memory: 3385, top1_acc: 0.6016, top5_acc: 0.8180, loss_cls: 1.6851, loss: 1.6851, grad_norm: 4.9279 2021-01-31 05:52:38,693 - mmaction - INFO - Epoch [100][3620/3757] lr: 1.000e-04, eta: 0:01:06, time: 0.312, data_time: 0.002, memory: 3385, top1_acc: 0.6156, top5_acc: 0.8273, loss_cls: 1.6485, loss: 1.6485, grad_norm: 4.9396 2021-01-31 05:52:44,331 - mmaction - INFO - Epoch [100][3640/3757] lr: 1.000e-04, eta: 0:00:56, time: 0.282, data_time: 0.001, memory: 3385, top1_acc: 0.5938, top5_acc: 0.8086, loss_cls: 1.6852, loss: 1.6852, grad_norm: 4.9571 2021-01-31 05:52:50,663 - mmaction - INFO - Epoch [100][3660/3757] lr: 1.000e-04, eta: 0:00:46, time: 0.317, data_time: 0.001, memory: 3385, top1_acc: 0.5945, top5_acc: 0.8008, loss_cls: 1.7698, loss: 1.7698, grad_norm: 5.0652 2021-01-31 05:52:56,492 - mmaction - INFO - Epoch [100][3680/3757] lr: 1.000e-04, eta: 0:00:37, time: 0.291, data_time: 0.001, memory: 3385, top1_acc: 0.6086, top5_acc: 0.8242, loss_cls: 1.6271, loss: 1.6271, grad_norm: 4.8377 2021-01-31 05:53:02,610 - mmaction - INFO - Epoch [100][3700/3757] lr: 1.000e-04, eta: 0:00:27, time: 0.306, data_time: 0.001, memory: 3385, top1_acc: 0.6148, top5_acc: 0.8258, loss_cls: 1.6318, loss: 1.6318, grad_norm: 4.9329 2021-01-31 05:53:09,203 - mmaction - INFO - Epoch [100][3720/3757] lr: 1.000e-04, eta: 0:00:17, time: 0.330, data_time: 0.001, memory: 3385, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.5502, loss: 1.5502, grad_norm: 4.7829 2021-01-31 05:53:15,347 - mmaction - INFO - Epoch [100][3740/3757] lr: 1.000e-04, eta: 0:00:08, time: 0.307, data_time: 0.002, memory: 3385, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.6071, loss: 1.6071, grad_norm: 4.8523 2021-01-31 05:53:33,360 - mmaction - INFO - Saving checkpoint at 100 epochs